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Page 1: Meat Processing: Improving Quality

Meat processing

Page 2: Meat Processing: Improving Quality

Related titles from Woodhead’sfood science, technologyandnutri tion list:

Meat refrigeration (ISBN: 1 85573442 7)

Basedon the work of the internationallyrenownedFoodRefrigerationandProcessEngineeringResearchCentre(FRPERC)at the University of Bristol, this will be thestandardwork on meatrefrigeration,coveringboth individual quality issuesandthemanagementof the cold chain from carcassto consumer.

Lawrie’s meatscienceSixth edition (ISBN: 1 85573395 1)

This book remainsa standardfor both studentsandprofessionalsin the meatindustry.It providesa systematicaccountof meatsciencefrom the conceptionof the animaluntil humanconsumption,presentingthe fundamentalsof meatscience.This sixthedition incorporatesthe significantadvancesin meatsciencewhich havetakenplaceduring the pastdecadeincluding our increasinglypreciseunderstandingof thestructureof the muscle,aswell as the identificationof the aberrationsin DNA whichleadto the developmentof BSE syndromein meat.

HACCPin the meatindustry (ISBN: 1 85573448 6)

Following the crisesinvolving BSE andE.coli, the meatindustryhasbeenleft with anenormousconsumerconfidenceproblem.In order to regainthe trust of the generalpublic the industrymustestablishandadhereto strict hygieneandhazardcontrolsystems.HACCP is a systematicapproachto the identification,evaluationandcontrolof food safetyhazards.It is beingappliedacrossthe world, with countriessuchastheUS, Australia,New Zealandandthe UK leadingthe way. However,effectiveimplementationin the meatindustry remainsdifficult andcontroversial.This book is asurveyof key principlesandbestpractice,providing an authoritativeguide to makingHACCP systemswork successfullyin the meatindustry.

Detailsof thesebooksanda completelist of Woodhead’sfood science,technologyandnutrition titles canbe obtainedby:

• visiting our web site at www.woodhead-publishing.com• contactingCustomerServices(email: [email protected];fax: +44

(0) 1223893694;tel.: +44 (0) 1223891358ext. 30; address:WoodheadPublishingLimited, Abington Hall, Abington,CambridgeCB1 6AH, England)

If you would like to receiveinformationon forthcomingtitles in this area,pleasesendyour addressdetailsto: FrancisDodds(address,tel. andfax asabove;e-mail:[email protected]).Pleaseconfirm which subjectareasyou areinterestedin.

Page 3: Meat Processing: Improving Quality

Meat processing

Improving quality

Edited byJosephKerry, John Kerry and David Ledward

Page 4: Meat Processing: Improving Quality

Publishedby WoodheadPublishingLimitedAbington Hall, Abington,CambridgeCB1 6AHEnglandwww.woodhead-publishing.com

Publishedin North Americaby CRC PressLLC2000CorporateBlvd, NWBocaRatonFL 33431USA

First published2002,WoodheadPublishingLimited andCRC PressLLCß 2002,WoodheadPublishingLimitedThe authorshaveassertedtheir moral rights.

This book containsinformationobtainedfrom authenticandhighly regardedsources.Reprintedmaterialis quotedwith permission,andsourcesare indicated.Reasonableefforts havebeenmadeto publishreliabledataandinformation,but the authorsandthe publisherscannotassumeresponsibilityfor the validity of all materials.Neither theauthorsnor the publishers,nor anyoneelseassociatedwith this publication,shall beliable for any loss,damageor liability directly or indirectly causedor allegedto becausedby this book.

Neither this book nor any part may be reproducedor transmittedin any form or byany means,electronicor mechanical,including photocopying,microfilming andrecording,or by any information-storageor retrievalsystem,without permissioninwriting from the publishers.

The consentof WoodheadPublishingLimited andCRC PressLLC doesnot extendto copyingfor generaldistribution,for promotion,for creatingnew works,or forresale.Specificpermissionmustbe obtainedin writing from WoodheadPublishingLimited or CRC PressLLC for suchcopying.

Trademarknotice:Productor corporatenamesmay be trademarksor registeredtrademarks,andareusedonly for identification andexplanation,without intent toinfringe.

British Library Cataloguingin PublicationDataA cataloguerecordfor this book is availablefrom the British Library.

Library of CongressCataloging-in-PublicationDataA catalogrecordfor this book is availablefrom the Library of Congress.

WoodheadPublishingLimited ISBN 1 85573583 0 (book); 1 85573666 7 (e-book)CRC PressISBN 0-8493-1539-5CRC Pressordernumber:WP1539

Coverdesignby Martin TacchiProjectmanagedby MacfarlaneProductionServices,Markyate,Hertfordshire([email protected])Typesetby MHL TypesettingLimited, Coventry,WarwickshirePrintedby TJ InternationalLimited, Padstow,Cornwall, England

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Contributors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xi

1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1D. Ledward, The University of Reading

2 Defining meat quality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3T. Becker, University of Honenheim, Stuttgart2.1 Introduction: what is quality? . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 32.2 Consumer perceptions of quality . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . 62.3 Supplier perceptions of quality .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 142.4 Combining consumer and supplier perceptions: the quality

circle . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 162.5 Regulatory definitions of quality . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . 192.6 Improving meat and meat product quality . . . .. . . . . . . . . . . . . . . . . 212.7 References . . . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23

Part I Analysing meat quality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25

3 Factors affecting the quality of raw meat . . . . . .. . . . . . . . . . . . . . . . . 27R. K. Miller, Texas A & M University, College Station3.1 Introduction . . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 273.2 Quality meat composition and structure . . . . . .. . . . . . . . . . . . . . . . . 273.3 Breed and genetic effects on meat quality . . . .. . . . . . . . . . . . . . . . . 373.4 Dietary influences on meat quality . . . .. . . . . . . . . . . . . . . . . . . . . . . . 493.5 Rearing and meat quality. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 523.6 Slaughtering and meat quality . .. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 523.7 Other influences on meat quality . . . . . .. . . . . . . . . . . . . . . . . . . . . . . . 56

Contents

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3.8 Summary: ensuring consistencyin raw meatquality . . . . . . . . . . 563.9 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 573.10 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57

4 The nutri tional quality of meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 64J. Higgs, Food to Fit, Towcesterand B. Mulvihill, Republicof Ireland4.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 644.2 Meat andcancer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 664.3 Meat, fat content anddisease . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 694.4 Fatty acidsin meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 714.5 Proteinin meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 784.6 Meat asa ‘functional’ food . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 794.7 Meat andmicronutrients . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 824.8 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 884.9 Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 924.10 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92

5 Lipid- derived flavors in meat products . . . . . . . . . . . . . . . . . . . . . . . . 105F. Shahidi, Memorial University of Newfoundland, St John’s5.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1055.2 The role of lipids in generation of meatyflavors . . . . . . . . . . . . . . 1065.3 Lipid autoxidation andmeatflavor deterioration . . . . . . . . . . . . . . 1085.4 The effect of ingredientson flavor quality of meat . . . . . . . . . . . . 1105.5 The evaluationof aromacompoundsandflavor quality . . . . . . . 1165.6 Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1175.7 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117

6 Modelling colour stability in meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122M. Jakobsenand G. Bertelsen,Royal Veterinary and AgriculturalUniversity, Frederiksberg6.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1226.2 Externalfactors affectingcolour stability during packaging

andstorage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1236.3 Modelling dynamic changes in headspacecomposition . . . . . . . . 1236.4 Modelling in practice: fresh beef . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1246.5 Modelling in practice: cured ham . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1286.6 Internal factorsaffectingcolour stability . . . . . . . . . . . . . . . . . . . . . . 1316.7 Validation of models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1336.8 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1346.9 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 135

7 The fat content of meat and meat products . . . . . . . . . . . . . . . . . . . . . 137A. P. Moloney, Teagasc,Dunsany7.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1377.2 Fat andthe consumer. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 138

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7.3 The fat contentof meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1387.4 Animal effects on the fat content andcompositionof meat . . . 1417.5 Dietary effects on the fat content andcompositionof meat . . . 1447.6 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1477.7 Sourcesof further information andadvice . . . . . . . . . . . . . . . . . . . . . 1497.8 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 150

Part II Measuring quality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155

8 Qualit y indicators for raw meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157M. D. Aaslyng,Danish Meat Research Institute, Roskilde8.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1578.2 Technological quality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1578.3 Eatingquality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1608.4 Determining eating quality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1668.5 Samplingprocedure. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1668.6 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1688.7 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1688.8 Acknowledgemnts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 174

9 Sensoryanalysisof meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175G. R. Nute,Universityof Bristol9.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1759.2 The sensory panel . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1769.3 Sensorytests . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1789.4 Categoryscales . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1859.5 Sensoryprofile methodsandcomparisons with instrumental

measurements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1869.6 Comparisonsbetween countries . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1899.7 Conclusions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1899.8 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 190

10 On-line monitoring of meat quality . . . . . . . . . . . . . . . . . . . . . . . . . . . . 193H. J. Swatland, University of Guelph10.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19310.2 Measuring electrical impedance . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19510.3 Measuring pH . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19910.4 Analysing meatproperties usingNIR spectrophotometry . . . . . 20110.5 Measuring meat colour andotherproperties . . . . . . . . . . . . . . . . . . 20110.6 Water-holding capacity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20310.7 Sarcomerelength . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20310.8 Connective tissue . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20410.9 Marbling andfat content . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20610.10 Meat flavour . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20710.11 Boar taint . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 207

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10.12 Emulsions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 20710.13 Measuring changes during cooking . . . . . . . . . . . . . . . . . . . . . . . . . . . 20810.14 Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21110.15 Sources of further informationandadvice . . . . . . . . . . . . . . . . . . . 21110.16 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 212

11 Microbiolo gical hazard identification in the meat industry . . . 217P. J. McClure, Unilever Research, Sharnbrook11.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21711.2 The main hazards . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21811.3 Analytical methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23111.4 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23311.5 Sources of further informationandadvice . . . . . . . . . . . . . . . . . . . . . 23411.6 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 234

Part III New techniquesfor improvi ng quality . . . . . . . . . . . . . . . . . . . . . . 237

12 Modelling beef cattle production to improve quality . . . . . . . . . . 239K. G. Rickert, University of Queensland,Gatton12.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23912.2 Elements of beefcattle production . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24012.3 Challenges for modellers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 24412.4 Simplemodel of herdstructure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25112.5 Futuredevelopments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25412.6 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255

13 New developments in decontaminating raw meat . . . . . . . . . . . . . . 259C. James,Food Refrigeration and Process EngineeringResearchCentre (FRPERC),Universityof Bristol13.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25913.2 Current decontamination techniquesandtheir limitations . . . . . 26013.3 Washing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26213.4 The useof chemicals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26313.5 New methods:steam . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26713.6 Othernew methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27213.7 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27313.8 Sources of further informationandadvice . . . . . . . . . . . . . . . . . . . . . 27613.9 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277

14 Automated meat processing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 283K. B. Madsen and J. U. Nielsen,DanishMeat ResearchInstitute,Roskilde14.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28314.2 Current developmentsin roboticsin the meatindustry . . . . . . . . 28414.3 Automation in pig slaughtering. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 285

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14.4 Casestudy: the evisceration process. . . . . . . . . . . . . . . . . . . . . . . . . . . 28714.5 Automation of secondary processes . . . . . . . . . . . . . . . . . . . . . . . . . . . 29014.6 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29414.7 References andfurther reading . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 296

15 New developments in the chilling and freezing of meat . . . . . . . 297S.J James,Food Refrigeration and Process Engineering ResearchCentre(FRPERC),University of Bristol15.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29715.2 The impactof chill ing andfreezingon texture . . . . . . . . . . . . . . . . 29915.3 The impactof chill ing andfreezingon colour . . . . . . . . . . . . . . . . . 30015.4 The impactof chill ing andfreezingon drip lossand

evaporativeweight loss . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30215.5 The cold chain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30415.6 Temperature monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 30615.7 Optimising the design andoperationof meatrefrigeration . . . . 30815.8 Sourcesof further information andadvice . . . . . . . . . . . . . . . . . . . . . 31015.9 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 310

16 High pressure processing of meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 313M. de Lamballerie-Anton,ENITIAA, Nantes, R. Taylor andJ. Culioli, INRA, Theix16.1 Introduction:high pressuretreatmentandmeatquality . . . . . . . . . 31316.2 Generaleffect of high pressureon food components . . . . . . . . . . 31416.3 Structuralchanges dueto high pressuretreatmentof muscle . . 31516.4 Influenceon enzyme release andactivity . . . . . . . . . . . . . . . . . . . . . . 31816.5 High pressureeffectson the sensoryandfunctionalproperties

of meat . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31816.6 Pressureassisted freezing andthawing . . . . . . . . . . . . . . . . . . . . . . . . 32016.7 Effectson microflora . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 32116.8 Currentapplicationsandfuture prospects . . . . . . . . . . . . . . . . . . . . . 32316.9 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 324

17 Processing and quality control of restructured meat . . . . . . . . . . 332P. Sheard,University of Bristol17.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33217.2 Productmanufacture . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33317.3 Factorsaffecting product quality: temperature,ice content,

particlesizeandmechanicalproperties . . . . . . . . . . . . . . . . . . . . . . . . 33817.4 Factorsaffecting product quality: protein solubility and

relatedfactors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34317.5 Factorsaffecting product quality: cooking distortion . . . . . . . . . . 34717.6 Sensoryandconsumer testing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 34917.7 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 351

Contents ix

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17.8 Sources of further informationandadvice . . . . . . . . . . . . . . . . . . . . . 35317.9 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 353

18 Quality control of fermented meat products . . . . . . . . . . . . . . . . . . . 359D. Demeyer, Ghent University and L. Stahnke, Chr. Hansen A/S,Hørsholm18.1 Introduction:the product . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35918.2 The quality concept . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36018.3 Sensory quality andits measurement . . . . . . . . . . . . . . . . . . . . . . . . . 36118.4 Appearanceandcolour: measurementanddevelopment . . . . . . 36318.5 Texture: measurement anddevelopment . . . . . . . . . . . . . . . . . . . . . . 36518.6 Flavour: measurementanddevelopment. . . . . . . . . . . . . . . . . . . . . . 36818.7 Taste andaroma:measurementanddevelopment . . . . . . . . . . . . . 37218.8 The control and improvementof quality . . . . . . . . . . . . . . . . . . . . . 37718.9 Future trendsin quality development . . . . . . . . . . . . . . . . . . . . . . . . . 38118.10 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 382

19 New techniquesfor analysing raw meat . . . . . . . . . . . . . . . . . . . . . . . 394A. M. Mullen, TheNational Food Centre, Dublin19.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39419.2 Defining meatquality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39419.3 Current stateof art techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39719.4 Emerging technologies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39919.5 The geneticsof meatquality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40519.6 The future . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40719.7 Sources of further informationandadvice . . . . . . . . . . . . . . . . . . . . . 40819.8 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 408

20 Meat packaging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 417H. M. Walshand J. P. Kerry, University CollegeCork20.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41720.2 Factorsinfluencing the quality of freshandprocessed meat

products . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41920.3 Vacuumpackaging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 42420.4 Modified atmospherepackaging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 42820.5 Bulk, masteror motherpackaging . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43520.6 Controlled atmospherepackaging andactive packaging

systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43720.7 Packaging materials usedfor meatproducts . . . . . . . . . . . . . . . . . . . 43920.8 Futuretrends . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 44320.9 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 444

Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 452

x Contents

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Chapter 1

Professor David LedwardDepartment of Food Science and

TechnologyThe University of ReadingWhiteknightsReading RG6 6APEngland

Tel: +44 (0) 118 9316623Fax: +44 (0) 118 9310080E-mail:[email protected]

Dr Joseph Kerry and Dr John KerryFaculty of Food Science and

TechnologyUniversity College Cork,Cork,Ireland

Fax: +35 32 12 70 213E-mail: [email protected]: [email protected]

Chapter 2

Professor Dr Tilman BeckerInstitute for Agricultural Policy and

MarketingUniversity of HohenheimD-70593 StuttgartGermany

Tel: +711 4592599Fax: +711 4592601E-mail: [email protected]

Chapter 3

Professor R. K. Miller2471 TAMUMeat Science SectionDepartment of Animal ScienceTexas A & M UniversityCollege StationTX 77843-2471USA

Contributors

Page 12: Meat Processing: Improving Quality

Tel: 979 845 3935Fax: 979 845 9454E-mail: [email protected]

Chapter 4

Jennette HiggsFood To FitPO Box 6057GreensNortonTowcesterNN12 8GGNorthamptonshireEngland

E-mail: [email protected]

Dr BredaMulvihil lGlenalappaMoyvaneCounty KerryRepublic of Ireland

E-mail: bredamulvihill @hotmail.com

Chapter 5

ProfessorFeridoonShahidiUniversity ResearchProfessorDepartmentof BiochemistryMemorial University of

NewfoundlandSt John’sNewfoundlandA1B 3X9Canada

Tel: (709) 737 8552Fax: (709) 737 4000E-mail: [email protected]

Chapter 6

Dr Marianne Jakobsen andAssociateProfessorGreteBertelsen

Departmentof Dairy andFoodScience

The Royal Veterinary andAgricultural University

Rolighedsvej 301958FrederiksbergCDenmark

Tel: +45 35283268Tel: +45 35283212Fax: +45 35283344Fax: +45 35283190E-mail: [email protected]: [email protected]

Chapter 7

A.P. MoloneyTeagascGrangeResearchCentreDunsanyCounty MeathRepublic of Ireland

Tel: +353 46 25214Fax: +353 46 26154E-mail: [email protected]

Chapter 8

Dr Margit Dall AaslyngDanish Meat ResearchInstituteMaglegaardsvej 2DK-4000 RoskildeDenmark

Tel: +45 46303194Fax: +45 46303132E-mail: [email protected]

xii Contributors

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Chapter 9

GeoffreyR. NuteDivision of FoodAnimal ScienceSchoolof VeterinaryScienceUniversity of BristolLangfordBristol BS405DUEngland

Tel: +44 (0) 117 928 9305Fax: +44 (0) 117 928 9324E-mail: [email protected]

Chapter 10

ProfessorH. J. SwatlandDepartment of Food ScienceDepartment of Animal andPoultry

ScienceUniversity of GuelphCanada

E-mail: [email protected]

Chapter 11

Dr PeterMcClureUnilever R&D ColworthColworth HouseSharnbrookBedford MK44 ICQEngland

Tel: +44 (0) 1234781781Fax: +44 (0) 1234222277E-mail: [email protected]

Chapter 12

Dr K. G. RickertDirector of ResearchFacultyof NaturalResources,

AgricultureandVeterinary ScienceThe University of QueenslandGattonCampusGattonQueensland4343Australia

Fax: +61 7 54601324E-mail: [email protected]

Chapter 13

Dr ChristianJamesFoodRefrigeration andProcess

EngineeringResearch Centre(FRPERC)

University of BristolChurchill BuildingLangfordBristol BS405DUEngland

Tel: +44 (0) 117 928 9239Fax: +44 (0) 117 928 9314E-mail: [email protected]

Chapter 14

Dr K. B. MadsenandDr JensUlri chNielsen

DanishMeat ResearchInstituteMaglegaardsvej2PO Box 57DK-4000 RoskildeDenmark

Contributors xiii

Page 14: Meat Processing: Improving Quality

Tel: +45 46303030Fax: +45 46303132E-mail: [email protected]

Chapter 15

Dr Stephen J. JamesFood Refrigeration andProcess

EngineeringResearchCentre(FRPERC)

University of BristolChurchill BuildingLangfordBristol BS405DUEngland

Tel: +44 (0) 117 928 9239Fax: +44 (0) 117 928 9314E-mail: [email protected]

Chapter 16

Dr Marie de Lamballerie-AntonGenie desProcedesAlimentairesENITIAABP 8222544322NantesCedex 3France

Tel: +33 (0) 2 51785465Fax: +33 (0) 2 51785467E-mail: [email protected]

Dr Joseph Culioli andDr Richard G.Taylor

Station de Recherchessur la ViandeINRATheix 63122SaintGenes-ChampanelleFrance

Tel: +33 (0) 4 73624183Fax: +33 (0) 4 73624089E-mail: [email protected]

Chapter 17

Dr PeterSheardDivision of FoodAnimal ScienceUniversity of BristolLangfordBristol BS405DUEngland

Tel: +44 (0) 117 928 9240Fax: +44 (0) 117 928 9324E-mail: [email protected]

Chapter 18

ProfessorDr Ir Daniel DemeyerUniversity of GhentDepartmentof Animal ProductionProefhoevestraat109090MelleBelgium

Tel: +32 9 264 9001Fax: +32 9 264 9099E-mail: [email protected]

ProfessorLouiseStahnkeMeat andFood SafetyChr. HansenA/SBoegeAlli 10–12PO Box 407DK-2970 HørsholmDenmark

Tel: +45 45 74 8566Fax: +45 45 74 8994E-mail: louise.stahnke@dk.

chr-hansen.com

xiv Contributors

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Chapter 19

A. M. MullenThe NationalFoodCentreTeagascCastleknockDublin 15Republic of Ireland

Tel: +353 1 8059519Fax: +353 1 8059550E-mail: [email protected]

Chapter 20

H. M. WalshFacultyof FoodScienceand

Technology

University CollegeCorkCorkIreland

Fax: +353 21 270213E-mail: [email protected]

Dr JosephKerryFacultyof FoodScienceand

TechnologyUniversity CollegeCorkCorkIreland

Fax: +353 21 270213E-mail: [email protected]

Contributors xv

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Meat has long been a central component of the human diet, both as a food in itsown right and as an essential ingredient in many other food products. Itsimportance has also attracted controversy. Meat consumption has, for example,been associated with chronic diseases such as cancer and heart disease. Theseand other concerns, such as those over safety, have led to declining consumptionof some types of red meat in regions such as the EU. As a result, the questions ofwhat defines meat quality in the minds of consumers, and the ways these qualityattributes can be maintained or enhanced during processing, are of particularimportance to the food industry. This volume addresses these questions.

Chapter 2 provides the foundation for the rest of the book by discussing whatdefines meat quality. It explores changing consumer perceptions, the cues theyuse to measure quality attributes, and suggests ways in which the meat industrycan meet consumer expectations more effectively. Part 1 considers individualaspects of quality, beginning with a discussion of the factors affecting thequality of raw meat. The nutritional role of meat has been a subject of concern tosome consumers. Chapter 4 addresses such concerns and discusses recentresearch on the nutritional importance of meat in the modern diet. The followingchapters consider other aspects of quality such as flavour, colour and thechanging fat content of meat.

Following on from the discussion in Part 2 of individual quality attributes,Part 3 explores ways in which quality can be measured, beginning with adiscussion of how to establish reliable and measurable indicators for qualityattributes. Sensory analysis remains essential in both defining and measuringquality, and is reviewed in chapter 9. Whilst the use of trained sensory panelsprovides the foundation for measuring meat quality, instrumental techniques areessential for effective control during processing. Chapter 10 discusses the range

1

IntroductionD. Ledward, The University of Reading, J. Kerry and J. Kerry,University College Cork

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of on-line instrumentation available, whilst the following chapter considerstheimportant topic of identifying microbiological hazardsin ensuringmeat safety.

The final part of the book looksat a rangeof newtechniquesthat havebeenapplied at the variousstagesin the supplychainto provideimprovedandmoreconsistent quality. The use of computer models to understand and controlprocessesmoreeffectively is growing throughoutthe food industry. Chapter12looks at its application at the beginning of the supply chain to beef cattleproduction. The following two chapters then review new developmentsin thesubsequent stagesof production, discussing automation in slaughtering andcarcasshandling,andthekey areaof carcassdecontaminationafterslaughter. Ifits safetyandquality areto bepreservedbeforeit is eithersold to theconsumeror goeson for furtherprocessing,raw meatrequireseffectiverefrigeration. Thecollection thereforeincludes a review of the impact of chill ing andfreezing onmeat quality andways of optimising the design andoperation of the meatcoldchain. This chapter is complementedby a comprehensive review of currentdevelopmentsin meatpackaging. Finally, the book concludeswith chapters onthe processing and quality control of such products as restructured meat andfermentedmeatproducts.

2 Meat processing

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2.1 Introduction: what is quality?

Price and quality are key factors for success in food markets and, as such, areimportant both for the competitiveness and economic efficiency of firms and ofthe whole supply chain in meeting consumer demands. The price premium,which high quality products receive compared to low price products, is onemeasure (in this case financial) of the quality of a product. This price premium isthe result of the interplay of the supply of and demand for quality. In terms ofthe demand side of the market, it represents the marginal willingness ofconsumers to pay a premium for quality. In terms of the supply side, if marketsare competitive, it is equal to the marginal cost of producing a higher qualityproduct. If the supplier is in a monopolistic quality position, prices will behigher than marginal production cost.

In general, food markets are rather competitive and price is the predominantparameter of success, but delivering a premium quality may lessen price com-petition and give the supplier the opportunity to increase revenue. In some cases acertain level of quality, defined for example by a farm assurance scheme, may bemade a prerequisite by those customers with market power. Products producedaccording to a premium quality standard as requested by large retailers may gainno price premium but just the opportunity to stay in the market. Food retailers inGreat Britain have significant market power (Northen, 2000a, b) compared to thefood retailing sector in Germany for example. As a result, some of the pricepremium for quality paid by the consumer accrues to the large retailers.

The members of each stage of the food supply chain (Fig. 2.1) in general andthe meat supply chain in particular have their own economic interests and goals.Consumers would like to pay low prices whilst retailers prefer high prices for

2

Defining meat qualityT. Becker, University of Hohenheim, Stuttgart

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food products. Retailers would like to purchaseat low pricesin the wholesalefood market, while theprocessingindustry tries to maximise its returns. In turn,theprocessorwould like to purchaseraw materials cheaply from theagriculturalsector, while farmers try to get the bestprice for their produce. The strategicinterests of eachstageof the supply chain are in conflict both with respecttoprice and,therefore,potentially with respectto quality aswell.

Eachstageof the supply chainhasits own definition of quality. Consumersaskboth for sensory quality andproducts that aresafeto consume.They mayalso demanda range of other potential quality attributessuch as nutritionalquality which may itself be variously definedto include a rangeof effectsonhealth (such aslevel of fat content).Theymayalsoincludein their definition ofquality how a productis manufactured,rangingfrom animalwelfare standardsand environmental impactsto product composition and ingredients.Quality isdefined by consumers according to their own personal preferencesandgoals.

Retailersareinterestedin a high marginandaccordingly in products thatarecheapto purchaseyet cancommand a premium price,areeasyto handle,havealong shelf-life and quick turn-over, and which contribute positively to theirimage.Price is of utmost importance and quality is defined according to theextent to which a productcontributes to the economicgoals of retailers.Foodmanufacturers are interested in a high margin and a good product whichcontributesto their brandimage.The larger manufacturersin particular investheavily in value-addedproducts which can be usedto createstrongbrands togain a competitive advantagein the market. A strongindustry brandis not ingeneral in the interest of retailers who prefer to establish their own brands toimprove their own marketposition at the expense of food manufacturers.

The processingstageitself may include more than one stage. In the meatchain, slaughterhousesareonly thefirst stepin theprocessingof theagriculturalproduct. Furthermore we haveto distinguish hereat leastbetweentwo chains,the fresh meat and the meat product chain. Food processorsare interested inagricultural raw materials in large homogeneous batches producedto qualitycriteria gearedto thedemandsof manufacturing. Producersusuallysource theirraw materials from a number of suppliers. It is often not perceivedto be in theinterest of onefarmerto co-ordinateon quality with otherfarmers if thecostofco-ordinationfor the individual farmer is higher thanthe benefit received.This

Fig. 2.1 The supplychain for food products.

4 Meat processing

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will often be the caseevenif the total benefitsof co-ordinationamongfarmerswould be muchhigher thanthe total co-ordinationcost if the latter wassharedbetween them.

Definitions of quality thusdiffer between the different stagesof the supplychainand,asa result,consumerneedsarenot alwaysmet efficiently. In caseswhere the reputation of manufacturers depends decisively on the quality andsafetyof theagriculturalproductsusedasinputs,asin thecaseof babyfood, theindustry prescribesfarming production methodsor evenreducesthe role of thefarmer to a supplier of land and labour. In creating their own brands,retailersmayalsoimposetheir own quality standardson themanufacturerstheycontractto supply their products and on farmersproducing fresh producefor the retailsector. Contracting of this kind or other forms of vertical integration maypreventthe inefficient supplyof quality throughcompetingstagesin thesupplychain, and are a meansof ensuring more uniform quality through the supplychainasa whole.

In order to facilitate an efficient supply chain responseto the needsof theconsumer, interestsin thesupplychainneedto bealigned. Thereneedsto beanunderstandingof andcommitmentto meeting theconsumer definition of qualityat all stagesof the supplychainfrom retailer throughto the agricultural sector.In the caseof meat this consensusneedsto extendeven further through thesupplychainto include, for example, theanimalfeedindustry, andother sectorsproviding inputsinto agricultural production. An efficient responseof thesupplychain to the consumer demandfor quality implies a communication of qualitythroughall the stagesof the supply chain.This implies a definition of qualitysharedby all the stagesof the supply chainandthe willin gnessof all stagesofthesupplychainto work together to meetconsumerquality demand.This mightsoundUtopian,but Utopian worlds may give ussigns for the directionto go inthe real world. Vertical integration is only one, and sometimes very costly,meansto co-ordinate on quality. Other forms of co-ordination, like qualitystandards sharedby all the stagesof the supply chain,might be moreefficient.

However, definitionsof quality differ not only between thedifferent stagesofthesupply chain,but alsobetweenthedifferentscientific disciplinesinvolvedinmeat quality managementand policy. We will present here a framework fordefining quality which is designedto take on board a range of differentdefinitions andwaysof defining quality. This framework requires informationdistributedamongmanyscientific disciplines.It alsoneedsto takeinto accountgapsin knowledgeandsuggests where new researchmight be directed.

We will approach the definition of quality by distinguishing between twoextremes.Oneview is thatquality mayberegardedasa construct in themind ofthe customer which is highly subjective and which cannot be measuredconsistently and objectively. The other extreme view is that quali ty isobjectively definedandexistsonly to the extentit is scientifically measurable.Thesubjectiveview is takento theextreme in thefollowing statement: ‘Qualitycannotbedefined.It canonly berecognised’.Theobjectiveview is taken to theextremein this statement: ‘Quality existsonly to the extentit canbe measured

Defining meatquality 5

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with laboratorymethods’. We will not takeeitherof theseextremeviews here.We will regard quality, on the one hand,as a subjectiveconcept since it isdependent on the perceptions, needsand goalsof the individual customer. Insome partsof the li teraturefollowing this approachthe term ‘perceivedquality’is usedto stressthe view that quality is neitherabsolute nor objective.On theother hand,we taketheview thatquality canbedescribedanddefinedevenif itis more thanwhat is measurablewith laboratory methods. While the objectiveconcept of quality is predominant in the supply chain andin the meatsciences,the subjective concept of quality drivesconsumerdemandand is sharedin themarketing andmanagement literature.In our approachboth the subjectiveandthe objective quality concept arecombined.

We will approachour definition of quality by presenting first the consumerperspectiveandthenthe producer perspective. Thesetwo sections areintendedto give a short overview and to lay the ground for the integration of bothapproaches. The approach, presented in the following section, is basically acombination and, more importantly, an integration of different approachesalready available in the literature, which either take the consumeror theproducer perspective.

2.2 Consumer perceptionsof quality

Sensory studies are frequently usedto evaluate the quality of meatand meatproducts. According to thesestudies, preferencesfor meatseemto be stronglyaffectedby colour/appearance andtexture, andto a lesserextentby changes inflavour. Texture may be understoodwith juicinessand tendernessas differentdimensions of textural quality (Risvik, 1994). Flavour may be regarded asconsisting of taste and smell. However,eatingor sensory quality is only onedimension of consumer perceived quality. Many consumer surveys in severalcountries of the European Union clearly demonstrate that consumers not onlycareabouteatingquality but alsoother quality attributessuchasproductsafety(in the light of outbreaks such as BSE and foot-and-mouth disease),animalwelfare, ecological production methods,or thepresenceof residuesor additivessuchashormonesor antibiotics usedin animalproduction.

There are two main approachesto investigating and modelling consumerbehaviour: the consumer studies/marketing approachand the microeconomicapproach. In the former, several models are available that seek to capturedifferentaspectsof consumer attitudesandbehaviour. This approachregardstheperception of quality as closely linked to the personal goals and endsof eachconsumer. The means-endchain theory is a good example of this approach.Consumersare assumed to chooseproducts becausethey believethat specificattributes of the product can help them achieve desiredends.Audenaert andSteenkamp(1996)apply this approachto beefandexplain theconsequencesformarketing beef to consumers in Belgium. Attributes like tender,succulent andthe lack of visible fat are linked in the mind of the consumerwith the

6 Meat processing

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consequenceof anenjoyableeatingexperience,while attributessuchasleannessand the absence of growth-promoting hormonesused in animal rearing arelinked to the consequence of a healthy life. Animal welfare, ecologicalproduction andotherprocessattributeswereexcludedfrom this analysis. Evenwith this restricteddesignfocusing exclusivelyon eatingquality, it is clearthat,asidefrom sensory properties,thereexistsat leastoneotherquality dimension inthe mind of the consumer, the contribution to a healthy lifestyle.

This subjectiveaspectof quality is further pursued in the perceived qualityapproach. Here quality may be defined as fitness for use, fitness for certaingoals, or as the composite of all product attributes which yield consumersatisfaction. Thedistinctionbetween quality cuesandquality attributesbecomesdecisive.Quality cuesarewhat theconsumer observes,andquality attributesarewhattheconsumerwants.Quality cuesareimportantonly to theextentthattheyactasconsumerperceivedindicatorsfor attributes.Quality cuesmaybeintrinsicor extrinsicto the product. Quality attributesmay be experiencedor haveto beinferred (Steenkamp, 1990).

Consumer studies distinguish between quality expectations and qualityperformance(Steenkampand van Trijp, 1996). At the point of purchasetheconsumerformsanimpressionabouttheexpectedproduct quality of alternativefood productsand accordingly decides which product to buy. It is generallyacknowledged that consumers’ expectations about quality are based onperceptions of quality cues.Quality cues are any informational stimuli thatcan be ascertainedthroughthe senses prior to consumption, and,according tothe consumer, have predictive validity for the product’s quality performanceuponconsumption. In the caseof freshmeat, placeof purchaseandcolour areamongthe more important quality cues,as confirmed in Europeanconsumersurveys(Glitsch, 2000a). Thesecuesareessentially subjective.

While consumerstudiesliterature stresses the subjective view of quality,economistsanalysingconsumerbehaviourin thecontext of markets,takea viewmorein accordance with theobjectiveview of quality. Products areregardedasbundlesof objectivelymeasurablecharacteristics.Demand is assumedto dependon incomeandprices(Heienet al., 1996).ChalfantandAlston (1991)stresstheview that changesin meatdemandcanbe explainedusing only relative pricesand income variables without assuming a structural change in consumerpreferencesor tastes. Davis (1997) discusses the problemsof identifying andmeasuring structural changein consumer preferences from a microeconomicperspective. However, economistshavebegunto stressthe importance of non-price/income factors. The non-price/incomefactors which appearto be moreimportant for consumption trendsin the UK, for example, are associated withsuchissuesashealthandconvenience(Bansback,1995).AndersonandShugan(1991)stressthesefactorsasthe reasonfor the increasein poultry consumptionandthedeclinein beefsales.Von Alvensleben(1995)regardsthecomparativelylow productdiversity in the caseof meatas influencingconsumption patterns.Richardson et al., (1993) regardhealth, taste and concerns over additivesasdeterminantsof changes in meat consumption.

Defining meatquality 7

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In orderto takeaccount of thedistinctionbetweenthesubjectively perceivedquality approachandthe objectivequality approach,we will usethe followingterms:

• quality attribut es (QA) to denote those quality features of the productperceivedasimportantby the consumer

• quality characteristics (QC) to denote those quality features which arescientifically measurable.

Food hasto be prepared to become a dish. In order to take this on board,theconsumption processitself mayberegardedasa production processwhere foodproducts with otherinputslike time, skill, andothergoodsaretransformedintothe final good which is consumed. Consumer preferencesalso exist for thesefinal goods. These final goods have no market prices but only subjective‘shadow prices’ in the mind of the consumer (Stigler andBecker, 1977).Thesefinal goods become the foundation on which the consumer builds qualityattributes. Both the perceived quality approach and the objective qualityapproacharelinked together if we regardproduct attributesastheoutput of thehomeproduction of final goods.The willin gnessto pay a price premium forobjectively measurablequality characteristics may be derivedfrom the internalpersonalvaluationsof quality attributesasvalidatedby thefinal goodspreparedandconsumedwithin the home.

The recentfocusof microeconomic theoryon asymmetric information addsother important insights to the consumer perspective on quality. According toBecker (1996), therearethreedecisionframes for theconsumer whenassessingthe quality attributesof a product:

1. The decision undercertainty, made at the point of purchase.2. Thedecisionunderrisk, when theconsumerassumesquality attributeswill

be realisedlater at the point of consumption.3. The decision under uncertainty, where the consumermay not be able to

establishthe quality attribute independently.

An example of thefirst frame, thedecision undercertainty, is thesizeof a pieceof meat. Theconsumercanbesureof thequality attributeby inspection.Wewilldenote those attributesas inspection quality attribut es (IQA). Consumersuseother cues, such as the kind of shop or the colour, as inspection qualityattributes. Colour, for example, is regardedby consumers as both a qualityattribute in itself andevenmoreimportantasan indicatorfor eatingquality andmeat safety(Glitsch, 2000b).

An example of the secondframe,the decisionunderrisk, is the attribute ofmeat ‘tenderness’.The consumercannotassessthis attribute when buying thepiece of meat,but experiencesthe tendernessonly after preparingthe productand consuming it. Accordingly, we will use the term experience qualityattr ibute (EQA) or ‘eating quality’ to denote thosequality attributesthat areexperiencedonly in consumption. Consumerslook for certain quality cuesthatsuggest the meatwill be tenderto eatafter it is cooked.

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Examples of the third frame, the decision under uncertainty, are ‘animalwelfare friendly’ or ‘organic’ production methods.Here the consumerhas ingeneralnomeansto establishwhether theproduct hasthesequality attributesbutinstead hasto rely on third-party information.As anexample, theconsumerhasno way of inferring from the productitself whether the animalhadbeenrearedand slaughteredhumanely. As in the caseof experience quality attributes,theconsumerhasto rely on cuesbut, in the caseof credence quality attribut es(CQA), trusthasto substitute for personalexperience.Theconsumer is not onlyinterestedin thesensory or eating quality, but alsoin issueslike animalwelfare,environmentally friendly production and,in particular in thecaseof beef, in thesafetyof themeat.Thesafetyof a meat product maybeseeneitherasanEQA,sincetheconsumermaybe immediately exposed to anyrisk afterconsumption,or as a CQA if potential health effects are long term. Within the group ofcredencequality attributeswe will distinguishaccordingly betweenethical andsafety/health credencequality attributes. The distinction is important becausefood safety and health issuesare of importance for the well-being of theconsumer, while ethical issuesare more important for the well-feeling of theconsumer.

This asymmetricor incompleteinformation approachshedssomelight on thecue processing process internalised within the consumer. Any content ofinformation, whethercuesor attributes,canbecategorisedaccording to thethreedecision frames.Researchshows(Glitsch 2000a,b) that in thecaseof meatandmeatproducts, theplaceof purchase,whether butcher’sshopor supermarket,isregardedby consumers (even in those countries where butcher’s shopshavehardlyanyimportance) asa primary indicator, bothof safetyandeatingquality.Priceis regardedasa muchlessimportantindicator. Evenin thosecountrieslikeSweden, where independent butcher’s shops are comparatively rare, theirimportance as a cue for quality equalsthat of price. Colour and, to a lesserextent,country of origin are, together with place of purchase,also among thefirst-ranked indicators used by consumers to infer eating quality. In mostcountriesin Europe, producerlabels andbrands haveonly minor importanceasindicators for quality. Exceptfor beef in Sweden andchickenin Germany, thisquality cue is regardedasless importantthanthe place of purchase.

Trust is decisive for the consumer in the caseof credencequality attributes.The two most trusted sources of information on the safety of meat in sixcountries investigated in Europe (Table 2.1) are the independentretailer orbutcherandthebutcher in thesupermarket(Glitsch,2000a). Germanconsumersrank consumergroupsin third place,while British and Irish consumers ranktheir own opinionthird. In thecaseof Swedennewspapers arerankedthird and,in the caseof Italy and Spain, the Department of Health. Italy and Spain,compared to the other countries investigated, are characterisedby a directinvolvement of national andregionalministriesin quality policy.

Freshness,asindicatedby attributessuchascolour anda juicy texture,seemsto be the most important indicator for the safety of meat. Among the moreimportantexperience-quality attributesrelated to safetyareflavour, tenderness,

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Table 2.1 Most trustedsourcesof informationaboutmeat(% of all answers)

Germany Ireland Italy Spain SwedenSweden United KingdomUnited Kingdom

1 Independent Butchers in the Independent Independent Independent Butchersin theretailers/butchers supermarket retailers/butchers retailers/butchers retailers/butchers supermarket(37.5%) (36.7%) (28.3%) (25.6%) (10.7%) (23.1%)

2 Butchersin the Independent Butchers in the Butchers in the Butchersin the Independentsupermarket retailers/butchers supermarket supermarket supermarket retailers/butchers(6.8 %) (9.8%) (28.2%) (15.1%) (10.2%) (9.3%)

3 Consumer Own opinion Departmentof Department of Newspapers Own opiniongroups (4.6 %) Health Health (7.6%) (6.0%)(6.6%) (6.0%) (5.6%)

4 Magazines Reports Friends Consumer Own opinion Newspapers(3.8%) (2.8%) (3.8%) groups (4.6%) (2.9%)

(4.7%)

5 Reports Farmer Consumer Own opinion Friends Government(3.7%) representatives groups (4.0%) (4.0%) (2.4%)

(2.4%) (3.7%)

6 Friends Newspapers Reports Government Foodsafety Labelling(3.5%) (2.3%) (3.6%) (2.8%) board (2.0%)

(3.5%)

Source: Glitsch(2000a),p. 139.

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juiciness and smell. Where possible consumers look for cues for credencequality attributes. Place of purchase, country of origin and, in the caseofchicken, free-rangeproduction have someimportance as cues.Price and thenameof the producer havecomparatively little importance asindicators for thesafety of meat. Among the more important safety concerns are the use ofhormonesand antibiotics in animal rearing, and the presenceof salmonellainchicken and BSE in the case of beef. Fat and cholesterol seem to becomparatively minor concernsfor Europeanconsumers (Fig. 2.2). This wouldcertainly not hold for consumers in the United Statesof America.

From the perspective of the consumer, food shouldbe safe,convenient toprepare,good for the health, tasty and produced in accordance with personalethical values.The results of consumerinterviewsshowthat, though objectivequality may not have changed, the perceivedquality of meat is regardedashavingworsened, though the situation variesbetweencountries (Fig. 2.3). Thismay be accounted for by changing productattributesdemandedby consumersbut not sufficiently taken care of by the supply side. The consumption datashowsthat overall meat consumption hasstayedrelatively constantthroughoutthe last decade. However, while pork consumption and, in particular, poultryconsumption hasincreasedfurther,beefconsumption hasdecreased(Fig. 2.4). Ifquality is defined as fitness for consumption, both consumerinterviews andconsumption patternsshowthat the (perceived)quality of beef in particular hasdecreased overtime. Percapitabeefconsumption in Europehassuffered a long-termdecline,acceleratedmore recentlyby theBSEcrisis.Consumptionpatternsafter food scandals recoverafter some time, in mostcases after six monthsor ayear.The BSEcrisis is no exception in this regard, but thequality imageof beef

Some people think that the quality of food products sold in [our country] isimproving,whilst othersthink it is gettingworse.For eachof thefollowing productssold in [our country],pleasetell me if you think its quality is tendingto improveortendingto get worse?(Showcard.)

EU 15 average

in % of respondents

Tendingto get worse Tendingto improve NeitherFreshmeat: 45 32 23Freshfish: 32 38 31Freshvegetables: 28 44 28Freshfruit: 28 46 27Pre-cookedmeals: 25 43 32Eggs: 24 39 37Cannedfoods: 23 38 39Freshmilk: 21 42 36Breadandbakeryproducts: 21 49 30Frozenfoods: 18 49 33Cheese: 17 48 35

Fig. 2.2 Foodquality perceptionin the EuropeanUnion (February1997).Source:InternationalResearchAssociates(INRA): Eurobarometer47.0,20 March 1997.

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hassuffered further damage.Current patterns thus suggest that an increase inoverall meatconsumption is very unlikely and that, at best,consumption willremain stable or even decline. Safety is clearly a credencequality attributewhich, in the caseof beef in particular, the industry has found it difficult tosatisfy.

Food preparationshouldbeconvenient.The sizeof householdshasdecreasedwhilst income hasincreased. As more womenhaveenteredthe labour market,householdshavelesstime to preparemeals. Consumersnow investlesstime andskill in preparing food, and look for convenience foods that require littlepreparation. Meat is only one ingredient among many in most conveniencefoods, and has less importance than in a home-mademeal preparation.Consumersurveysclearly showthat the skills required to preparemeatdisheshave decreasedfrom generation to generation (Glitsch, 2000a).This loss ofdomestic culinary skills may also have reducedthe perceived eating qualityattributesof meat,consolidatinga perceived decline in quality.

Food shouldbehealthy. Fromtheperspectiveof theconsumer,meat doesnotcontribute to healthasmuch asother foodssuchasvegetables.On thecontrary,meat is regardedasa food which may contributeto coronaryheart diseaseandother diseases, andshould thereforebeconsumedless to producea healthydiet(Wildner, 2000). This perception hasagain contributed to a decreasein meatconsumption.

Food should be producedin accordance with personalvalues. In order toconsume meat, animalshaveto beraisedandslaughtered.Consumer attitudes to

Some people think that the quality of food products sold in [our country] isimproving,whilst othersthink it is gettingworse.For eachof thefollowing productssold in [our country],pleasetell me if you think its quality is tendingto improveortendingto get worse?(Showcard.)

in % of respondents

Tendingto get worse Tendingto improve Neither

Germany 62 24 14Greece 60 30 11Belgium 53 24 23France 51 29 21Italy 45 28 27Portugal 42 40 18Luxemborg 39 32 29Denmark 36 35 30Ireland 35 43 22Austria 34 37 29Netherlands 34 38 27United Kingdom 32 33 35Finland 29 24 46Spain 29 54 18Sweden 25 27 48

Fig. 2.3 Meat quality perceptionin the EuropeanUnion (February1997). Source:InternationalResearchAssociates(INRA): Eurobarometer47.0,20 March 1997.

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Fig. 2.4 Percapitameatconsumptionin the EU.Source:Die Lageder Landwirtschaftin der Gemeinschaft:Bericht/Europa¨ischeKommissionBrussel1975–1999.

Source:ZMP MarktbilanzVieh und Fleisch2001,Eier und Geflugel 2001,Bonn 2001.

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methodsof production have changedprofoundly. There has been increasingcriticism of the useof synthetic additives to enhance quality attributessuchascolour and shelf-life. Consumershave increasingly demandedfoods that aremore ‘minimally’ processed and retain their original sensoryand nutritionalqualities. In thecaseof meat,therehasbeenincreasingconcern abouttheuseofantibiotics and growth-promoting hormonesto make animal rearing moreproductive. At the same time consumers have becomemore concernedthatanimals are reared,transported andslaughteredin humaneconditions.Finally,there is increasing consumer pressure to make farming practices andmanufacturing processes more environmentally friendly. This has beenreflected,for example, in the increasing demandfor organic produce.

2.3 Supplier perceptionsof quality

As in thecaseof studiesof consumerattitudes,therearetwo distinctapproachesto thetopic of quality from thesupplierperspective:thatof industrial economicsandthatof quality management. In microeconomic theory, quality is regardedasa parameter for competition. Firms choosefrom a variety of possiblequalityattributesthe bundleof quality characteristics that maximisesprofit. Quality isregarded as only one parameteramong others for competition. The optimalchoice of quality depends on the behaviourof the other firms and customerneeds(Tirole, 1988). From an economic perspective, firms neednot alwaysmeet customer quality needsefficiently, but only to the degreeneededtomaintain a profitable position in the market. In particular, in the case ofexperiencequality attributes, thereexist market equilibrium conditions whichmayresultin anundersupply of quality. If consumers preferhigh to low qualityand are willing to cover the additionalproduction cost for high quality, theremay still be an undersupplyof quality productsif consumersarenot perfectlyinformedof thequality attributesat thetime of purchaseor haveno reliablecuesfor judging higher quality. This is well demonstratedby the so-called ‘LemonsProblem’ (Akerlof, 1970). Signals for quality may lessenthe problem of anundersupply of quality. Any reputation mechanism like brands,advertising orwarrantiesmay act assucha signal.

The focus of the quality managementli teraturehas changed significantlyover the last century, shifting first from reactive end-product testingto a moreproactive emphasis on improvedprocesscontrol. It hasalso movedfrom a focuson how to produce moreconsistently andmeetspecifications moreexactly to amore consumer-orientatedapproachgearedto identifying consumerneedsmoreeffectively andthendesigningproducts aroundthose needs(Dalen,1996).Thisquality-by-design approachhasbeendeveloped,for example,in the concept ofquality function deployment that requiresa product development teamto findmeasurablecharacteristics describing customer needs(Akao, 1990). By usingthe customer’s own rating of importanceof needsandthe specialist knowledgeof the relationshipbetween needsand characteristics, it is possibleto find the

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most important characteristics valued by customers and to focus on theseinproduct design. This is not an easytask: ‘In some instances it is necessary toestablish new expressionsto describe the wanted quality. Sometimesnewwaysof measuringquality must be found. This is one of the challenges to meatresearch scientistsaswell astheir colleaguesin relatedfields: what to measurein the endproductandhow to measure it’ (Dalen,1996).

This approachhas beendevelopedfor industrial designspecifications butfalls short in coveringall the peculiarities of food, in particular meat productdesign.In the caseof meat,bothprocessandproduct attributes,experienceandcredencequality attributes,areof importance.Credenceattributesseemto playadominant role in consumer food demand in general compared to non-foodproducts. The Quality Guidance Approach suggested by Steenkamp and vanTrijp (1996) seeksto adapta Quality Function Deployment approach to foodproduct designandcanbe characterisedasfollows:

The quality guidancephilosophyconsists of the following steps:(1)measurementof the quality judgementsmade by consumers in the targetmarkets;(2) disentanglement of the quality judgementsinto itsconstituents, viz. perceptionsof intrinsic quality cuesandqualityattributes; (3) linking consumerperceptionswith respect to intrinsicquality cuesandquality attributesto physicalproduct characteristics(Steenkamp andvan Trijp 1996).

This addsthe importantdistinction between cuesand attributesto the QualityFunction Deployment approach above. Empirical research employing thisframework is available for the caseof blade steak.(Steenkampandvan Trijp,1996). Characteristics measured were colour, fatness, pH, water-bindingcapacity, shearforce and sarcomere length. Thesecharacteristics were linkedto consumer perceptions of freshness, visible fat, appearance, tenderness,flavour, non-meat components and the quality expectations and qualityperformanceof the steak.The generalresultsshow that visible fat in the rawsteak and perceived tenderness at consumption have relatively accuratecounterparts in physical product characteristics. For other consumerqualityattributes suchas perceived freshness, presenceof non-meat components andflavour, the conventionally employed physical measures appear to be lesseffectivepredictors.

In most, if not all, countriesof the EuropeanUnion thereare meatqualityschemes. Only a few of these cover all the stages of the supply chain.Nevertheless,theseschemesare efforts to co-ordinatequality between at leastsome stagesof the supply chain. Schemesmay be led by manufacturers,retailers, industry associations or by government agencies. In Ireland, forexample,quality schemesarepublicly administered,while those in Spainhaveacombination of farmer, industry and publicly administration involvement. InGermany, Sweden and Italy quality schemes are mainly run by farmerorganisations/co-operatives. In the United Kingdom, schemesare run byindustry-led organisationsand retailers who are able to exerciseconsiderable

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influenceover thesupplychain.In general, commercial quality schemesfor thesupply chaintendto be run by the channel‘captain’, that is, the mostpowerfulplayer in thesupplychain. In theUnitedKingdom, IrelandandSweden,qualityschemes cover most of the supply chain and have a national coverage. InGermany, Italy and Spain quality schemestend to be of regional natureandsome of the schemes account for less than 1% of national supply. (Northen,2000a)

2.4 Combining consumerand supplier perceptions: thequality circle

Quality in a marketis the resultof the interplay of demandandsupply. Only ifthecostof producinghigh-quality products is less thanthepricereceived will afirm produce high-quality products.If firms andconsumersacting in a perfectlycompetitive market have complete information on quality characteristics,through consumer reliance on measurable inspection quality attributes, thesupply of quality productswill be efficient in the sensethat, if the consumerisprepared to pay more than the production cost,productsof the desired qualitywill besupplied to consumersby themarket.No quality marketfailure occursinthis case.

However, if we assumemorerealistically thatquality is basedon experienceor credencequality attributes, quality is lesseasily defined and measuredbyconsumers and producers, and there may be a suboptimal supply of qualityproducts. This risk may be lessenedif therearereliable predictive indicators orsignals for eating quality suchasbrands or warrantiesthough, aswe haveseen,these are not significant indicators for consumers of meat products. Credencequality attributesdependlargely on trust.In thesecases,claimsby theproducersmay haveto be endorsedandregulatedby somekind of reputablethird party.Consumersneedto be convincedboth of the nature andreliability of producerclaims andthestanding andeffectivenessof anythird-party regulation(CaswellandMojduszka, 1996).

The scientific literaturehascontributed to severalaspects of quality design,production and consumerperception. This chapter is aimed at putting thedifferentviews together.Theconcept of a ‘circle of quality’ (Fig. 2.5) hasbeendevelopedto definequality in a manner that takesinto account both consumerandproducerviews on quality andensuresan effective dialogueandconsensusin themarket.Current research on quality hastendedto neglect theproblems ofcommunication between consumers andproducersin definingwhateachmeansby quality. Clearly, communication is very importantin the caseof experiencequality attributesandevenmore so in the caseof credencequality attributes.

While the circle of quality is intended to give a frame for consumer-orientatedmeatquality management,theframehasto befilled by therespectiveexperts. Researchers respectively in meatscienceandquality managementhaveto come together with those analysing consumer behaviour and the

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microeconomic behaviour of firms to develop robust quality managementschemes. The circle of quality is intended to clarify the approachesusedin thedifferentdisciplinesandto contributeto acommonunderstanding. It is clearthatfocusingon inspectionquality attributes,suchas the appearanceof meat,andeven experience quality attributes, that is the eating quality of meat,may beinadequate if this meansneglecting consumer demandsfor credence qualityattributes. It also becomes clear that quality production is only one part ofquality managementandneedsto be matchedby an equalemphasis on under-standing how consumers assessquality andeffectivequality communication tothe consumer.

The assumptions underlying the quality circle have beenreviewed in theprevioustwo sections. On the one side there is the consumerwith her or hisperception of quality basedon both product and process.This perception isbasedon quality attributes, which are assessedby inspection, experience orcredence. Cues are used by the consumer as indicators to infer quality, inparticular for experienceor credencequality attributes.Theconsumersideof thequality circle is only oneside, thedemandside.Theothersideis theproductionsideof quality. Thewholesupply chainis regardedasoneproducer to keepthe

Fig. 2.5 The quality circle.

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exposition simple.Problemsaccruing from thedifferent interestsof thedifferentstagesof the supplychainhavealreadybeendiscussed in the beginning of thischapter. Quality managementincludes both the designof the productand theprocessto meet consumers’ needs.While quality characteristics mayneedto beexpressedastechnical specifications, thesecharacteristicshaveto be translatedinto signals, like brands, labels, advertising and other information to becommunicatedto theconsumer. Theproducer maybeableto control thesignalsfor productcharacteristics,like thebrandimage,but not all thecuesusedby theconsumer to infer quality attributes.Here the communicationprocessitself isdecisive. Accordingly, we needto distinguish not only betweenattributesandcharacteristics, but also between signals from the producer and cues for theconsumer as indicators for quality attributes. Attributes and characteristics,signals and cues are regarded here as the constituents of the universeof aconsumer-orientatedquality management.Thefull quality circle consists of twoparts,the production andthe communication part.

The production part of the circle needs to bridge the gap betweencharacteristics and attributes.There is now a significant body of research,forexample, on theeffectsof breed, feeding, rearing,transportingandslaughtering(Chapter 3) and chill ing (Chapter15) on raw meatquality. Researchhasalsoimproved understanding in such areasas the control of colour and flavour(Chapters5 and6), andthereare increasingly sophisticatedwaysof measuringthese characteristics (Chapter 10). Meat and meat product producersthereforehaveincreasingly sophisticatedmeansof measuring inspection andexperiencequality characteristics. Improvements in consumer and sensory research(Chapter 9) have helped to show how these characteristics correlate withattributesperceivedby the consumer.

However, eating or experience quality is only one category of qualitycharacteristics. Hardly any informationon the ‘production’ of credencequalitycharacteristicsor thelink of thesecharacteristics to attributesis available.As wehaveseen,consumer research hasmade importantadvancesin identifying theseattributesand the cuesusedby consumers to assessthem. Consumersurveysclearly showthat credencequality attributeshavegained in importance for theconsumer in judging the quality of meatandmeat products. Thoughwe knowfrom consumersurveys which credencequality attributes are perceived asimportant,we hardly know how to defineproduct andprocesscharacteristics tomeet theseconsumer demands,or to matchsignalsto the cuescustomers lookfor in assessingtheseattributes.

Communication is of particular importance for experience and credencequality attributes.In thecaseof credencequality attributes,trusthasto substitutefor personal experience. Though there may be product and processcharacteristics available to meet consumer demandsfor credence qualityattributes, unless they are defined, enshrined in technical regulations andefficiently communicatedto theconsumer,a quality problemoccurs.Thewholecircle consists of both the management of quality production and of qualitycommunication to the consumer. Both the productionandcommunication parts

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haveto beaddedto createthefull quality circle.Without bothparts,thecircle isincomplete. The quality production circle starts from the characteristics andlinks theseto attributes.The quality communication circle starts with thesecharacteristics,identifies cuesand corresponding signals to turn them into thequality attributesthat the consumeris looking for.

Quality communication is of particular importance in the caseof processcharacteristics.Technical regulations may define product and processqualitycharacteristicsin detail,but haveto becommunicated to theconsumer usingtheright signals, particularly in the caseof processcharacteristicsextrinsic to theproduct. Thesignalsareintendedby thesenderof thesignal, theproducer, to actas indicators for product and processquality characteristics but have to bereceived and interpreted by the respective consumer as cues.Someof thesesignalsmay act as cuesfor the consumer, othersmay be ineffective. Some ofthesesignalsmay communicate to the consumerwhat the produceroriginallyintended. Other signals may even be interpreted in a way contrary to themeaning intended. Only those cueswhich are trustedand acceptedas reliableindicators by the consumer have some influence on consumerattitudes andbehaviour. Those that are not may even deepenconsumermistrust. Theperception of credence quality attributes, l ike animal welfare friendlyproduction, is particularly sensitiveto the degreeof trust in the informationsource.The claim of a producer that production is welfare friendly, is not adirect verifiable signal unless,for example, it is validated by a reputable thirdparty in which the consumer hastrust.

Our approach has demonstrated that, for credence quality attributes inparticular, unresolvedissuesin communicating qualityhinder anefficient supplyof quality in themarket.Ethicalandsafety/health issueshaveto beproducedandcommunicated. Without trustedindicators and signalsconsumerneedsare notfulfilled. Both public and private quality managementschemesin the meatsectorcould be improved to meetconsumerneedsby taking more into accountthe communication element in quality management.

2.5 Regulatory definitions of quality

Quality standardsfor meat, as laid down in mandatorypublic quality schemesare predominantly targeted towards food safety and hygiene, though they docovereatingquality, animalwelfare andotherethical issues.

2.5.1 Standards for food hygiene and safetyThe generalrules for food hygiene in the European Union are laid down inDirective93/43/EEC. Thisdirectivelaysdowngeneralrulesfor hygienecontrol,covering meat processing though not primary production. Food hygiene isdefinedas ‘all measuresnecessary to ensurethe safetyand wholesomenessoffoodstuffs’. TheHACCP systemis made mandatory.MemberStatesareableto

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maintain or introduce national hygiene provisionsthat are more specific thanthose laid down in theDirective, providing that thesearenot lessstringent,andthattheydonotconstituteabarrier to tradein foodstuffs producedin accordancewith the Directive. While the exclusion of primary production from productliability hassubsequentlybeenabolished,theintroductionof HACCPsystemsinthe agricultural sectoris still limit ed,althoughmany microbiological problemshavetheir sourcein the agricultural sector,suchassalmonellain chicken.TheWhite Paperon FoodSafety(Commissionof theEuropeanCommunities,2000)hasannounced that:

A new comprehensive Regulation will be proposedrecasting theexisting legal requirements to introduce consistencyandclaritythroughoutthe food production chain.The guiding principle throughoutwill be that food operators bearfull responsibility for the safety of thefood they produce.The implementation of hazardanalysisandcontrolprinciplesandthe observanceof hygiene rules,to be applied at alllevels of the food chain,mustensurethis safety.

Within the overall framework of general hygieneregulation, more than 20Directivescoverdifferentaspects of meathygiene.As a result of theBSEcrisisin particular, these Directives have been supplemented by more than 30Decisions of the European Commission. As an example, Regulation2377/90/EEC lays down procedures for establishing maximum residue limit s forveterinary medicinal products in foods of animal origin. Maximum allowableresidue-levels of veterinary medical productsaredefinedin Regulation675/92/EECandsubsequentregulations.Regulation 315/93/EECdefinescontaminants,howtheyshould behandled(through,for exampleGoodManufacturingPractice(GMP)) and,whereappropriate, maximum allowablelevels.Directive 86/363/EEC specifiesmaximum levelsfor pesticideresidues in foodsof animalorigin.The BSE crisis hasresultedin a significant extensionin food safetyregulation.The establishing of a systemfor the identification and registration of bovineanimals (Regulation 1760/2000/EU) would probably not havebeenpoliticallyfeasible without the BSE crisis. Though a systemfor beef traceability wasintroduced mainly to meetsafety considerations,it also underpinslabelling ofmeat products, an areacoveredby other legislation governing quality.

2.5.2 Standards for animal welfare and other ethical issuesThe first EuropeanUnion legislation on animalwelfare wasintroducedin 1974(Directive 74/577/EEC), laying down requirementsfor the stunning of animalsbefore slaughter.Sincethat time a wide body of animalwelfare legislation hasbeen introduced. The Treaty of Maastricht included a declaration on theprotectionof animalswhich called for EU member statesto takeproper accountof the welfare requirements of animals when drafting and implementinglegislation. Specific welfare standards havealsobeenlaid down for individualspecies. Regulation 1804/99 extendsthe Regulation for organic production

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(2092/91) to cover animal production. These Regulations define therequirementsfor the productionprocessof productsto be labelled as organic.Standardsfor organic productionmethodscan be regarded as combining bothenvironmentalandanimalwelfare standards.Theseregulationsalsocoverotherethical and safety issues,like restrictions on the use of genetically modifiedorganisms in agricultural production.These standards can be categorised asregulating a wide rangeof ethical credencequality attributes.

2.5.3 Standards for eating qualityCompulsory carcassclassification for cattle and pigs was implementedunderRegulation 1208/81 andRegulation3220/84respectively.The main aim of thissystemwas to referencethe processing quality of carcasses for standardisingprice reportingsystems acrossmemberstates. This carcassclassification canberegardedas providing an internal quality standard for the meat trade and,becauseit is not communicated to theconsumer, hasonly an indirect impactoneatingquality. The European Quality Beef Schemeis an effort to establishaquality label for fresh beef directedspecifically at the consumer. So far, thesuccessof this schemeseemsto be ratherlimited (Becker,2000)

2.6 Improving meat and meat product quality

A prerequisite for the improvement of (perceived)meat and meat productquality is a common understanding of quality betweenthe consumerand theproducer. In particular, communication to the consumer of quality attributesseemsto be the weakestpart of quality management in the meat sector.Communication is a two-way concept and implies listening to the needsandperceptions of the consumerand informing the consumer effectively aboutquality attributesin a way that is meaningful to theconsumer.Thesupply chainhasto listenandto speakto theconsumermorecarefully thanit hasdonesofar.

Quality attributesperceivedasimportantby theconsumer havebeendividedinto three categories: inspection, experience and credence attributes. Ofparticular importance for meat and meat products are credence attributes.Within this category we havedistinguishedbetween ethical and safety/healthattributes.The managementof inspectionquality attributesandthe appearanceof meat in the shop needsstill further improvement, but we will focus onexperiencequality attributesandon credencequality attributes.

2.6.1 Experience quality attribut esEating quality could be improved further by integrating sensoryresearch withresearch in meat science. In an ideal world from the quality managementperspective, research should start with consumer perceptions of importantattributesandinvestigateprofitable ways of producing the productandprocess

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characteristics linked to thesequality attributes.Theeatingquality of meatis theresult of the home production process of the consumer. An efficient qualitymanagementprogrammehasto includethis stageof processing.Consumerskillsin preparingmeat and knowledge of meat recipeshave decreased over time,contributing to the decline in meat consumption. Product development andinnovationin themeat sectorshouldtakemoreinto accountthegrowing demandof consumers for conveniencein preparation.

Consumersuserelatively few predictive cuesto judge the eatingquality ofmeat. The placeof purchase,whether butcher’sshopor supermarket,and thecolour providethemaincuesindicatingeatingquality. This clearly demonstratesthat more predictive indicators, from an objective point of view, are needed.There is nothing like a quality gradeor quality classificationscheme availablefor consumers in the caseof freshmeat. Evenmore important,predictive cuesalreadyavailable, like ageandsexof theanimals,andwhattheanimalis fed on,are not communicatedto the consumer.In the caseof fresh meat,brands andlabels play hardly any role ascuesto indicateeating quality. Efforts shouldbemade to give consumers better and fuller predictive cues to indicate eatingquality, for example by developing andestablishing a sensory quality indexandcommunicating this index to the consumer. In the fish sector, efforts havealreadybeenmade to establish sucha quality index.

2.6.2 Credencequality attribut esIn comparisonwith theUS,meatin theEU seemsto havea betterhealthimage,in particular with respectto cholesterol. Thereneedsto be further improvementin the healthimageof meat(seeChapter 4). Improvementsin communicationseemto bemorepromising in increasingperceivedquality thanimprovementsinproduction which are alreadysignificant. The BSE crisis hasundermined thesafety imageof meat. Public policy hastakenoverthetaskof meeting consumerdemandsfor food safetyby, for example, establishing traceability systemsformeat. Therecentstabilisation of beefconsumptionandthelack of mediainterestin further BSE casesseem to indicate that public policy has been quitesuccessful in this respect. However,other safety concerns suchas the useofantibiotics in animalrearingarestill significantandneedto betaken account ofby both the industry andgovernment.The focusof public mandatorystandardshas traditionally been on the management and control of safety. Privatestandards,as laid down in quality schemes, havebeentargeted more towardseating quality and ethical credencequality attributes.However, progresshassometimesbeenpiecemealwith pricecompetition, for example,putting pressureon the implementation of more expensive animal welfare standards inproduction. Public standardsare increasingly taking over the task of definingtechnical regulations for ethical credenceattributesaswell.

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2.7 References

AKAO, Y. (1990): Quality Function Deployment.Productivity Press: Portland,1990.

AKERLOF, G. (1970): The Market for ‘Lemons’: Quality Uncertainty and theMarket Mechanism. In: Quarterly Journal of Economics, Vol. 84, pp.488–500.

ALVENSLEBEN, R. VON (1995): Die Imageproblemebei Fleisch. Ursachen undKonsequenzen.In: Berichte uber Landwirtschaft, Vol. 73, pp. 65–82.

ANDERSON,E. and S. SHUGAN (1991): Repositioning for Changing Preferences:TheCaseof BeefversusPoultry.In: Journalof Consumer Research, Vol.18, pp. 219–232.

AUDENAERT,A. andJ.-B.STEENKAMP (1996):Exploring theNatureof Consumer’sCognitive Structuresfor Beef. In: Agricultural Marketing and ConsumerBehaviorin a Changing World. Wageningen,1996,pp. 81–89.

BANSBACK, B. (1995): Towards a Broader Understanding of Meat DemandPresidential Address.In: Journal of Agricultural Economics, Vol. 46, pp.287–308.

BECKER, T. (1996):Quality Policy andConsumer Behaviour.In: Schiefer,G. andR. Helbig (eds): Quality Management and Process Improvement forCompetitive Advantagein Agriculture and Food. Volume I. Proceedingsof the 49th Seminar of the European Association of AgriculturalEconomists (EAAE), February 19–21, 1997, Bonn, Germany. Bonn1997,pp. 7–28.

BECKER, T. (2000): EU Policy Regulating Meat Quality. In: Becker, T. (ed.)Quality Policy and ConsumerBehaviour in the European Union. Kiel:Wissenschaftsverlag Vauk, 2000,pp. 53–72.

CASWELL, J. and E. MOJDUSZKA (1996): Using Informational Labeling toInfluence the Market for Quality in Food Products. In: American Journalof Agricultural Economics, Vol. 78, No. 5, pp. 1248–1253.

CHALFANT, J. and J. ALSTON (1991): Accounting for Changesin Tastes. In:Journal of Political Economy, Vol. 96, No. 2, pp. 391–410.

COMMISSION OF THE EUROPEAN COMMUNITIES (2000): White Paper on FoodSafety.Brussels, 12. January 2000.

DALEN, A. (1996): AssuringEating Quality of Meat. In: Meat Science, Vol. 43,No. S, S21–S33.

DAVIS, G. (1997): The Logic of TestingStructural Changein Meat Demand: AMethodological Analysis and Appraisal. In: American Journal ofAgricultural Economics, Vol. 79, pp. 1186–1192.

GLITSCH, K. (2000a): Consumer Requirements for FreshMeat: Resultsof theSurvey. In: Becker,T. (ed.) Quality Policy and Consumer Behaviour intheEuropeanUnion.Kiel: WissenschaftsverlagVauk, 2000,pp.113–156.

GLITSCH, K. (2000b): Consumer Perceptionsof Fresh Meat Quality: Cross-NationalComparison.In: British Food Journal, Vol. 102,No. 3, pp.177–194.

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HEIEN, D., T.-N. CHEN, X.-L. CHIEN and A. GARRIDO (1996): Empirical Models ofMeat Demand: How Do They Fit Out of Sample?In: Agribusiness, Vol.12, No. 1, pp. 51–66.

NORTHEN, J. (2000a): Quality Attributes and Quali ty Cues. EffectiveCommunicationin the UK Meat SupplyChain.In: British Food Journal,Vol. 102,No. 3, pp. 230–245.

NORTHEN,J. (2000b): PrivateInitiativesto ManageSafetyandQuality of MeatinSelectedMemberStatesof theEU. In: Becker, T. (ed.)Quality Policy andConsumerBehaviourin the European Union. Kiel: WissenschaftsverlagVauk, 2000,pp. 193–220.

RICHARDSON, N., H. MACFIE and R. SHEPHERD (1993): Consumer Attitudes toMeat Eating. In: Meat Science, Vol. 36, pp. 57–65.

RISVIK, E. (1994): SensoryPropertiesandPreferences.In: MeatScience, Vol. 36,pp. 67–77.

STEENKAMP, J.-B. (1990): ConceptualModel of the Quality PerceptionProcess.In: Journal of BusinessResearch, Vol. 21, pp. 309–333.

STEENKAMP, J.-B. andH. VAN TRIJP(1996):Quality guidance:A Consumer-BasedApproach to FoodQuality Improvement using Partial LeastSquares.In:European Review of Agricultural Economics, Vol. 23,No. 2, pp.195–215.

STIGLER,G. andG. BECKER (1977): De Gustibus Non Est Disputandum.In: TheAmerican EconomicReview, Vol. 67, No. 2, pp. 77–90.

TIROLE, J. (1988): Thetheoryof industrial organization.MIT Press:Cambridge1988.

WILDNER, S. (2000):Die NachfragenachNahrungsmitteln in Deutschlandunterbesonderer Berucksichtigung von Gesundhei tsinformationen. In:Agrarwirtschaft, Zeitschrift fur Betriebswirtschaft, Marktforschung undAgrarpolitik , specialissueno. 169.

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Part I

Analysing meat quality

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3.1 Introduction

Establishing an understanding of raw meat eating quality and consistency is animportant component of meat production systems. It is generally understood thatproduction of meat must be tied to the production of a product that consumersfind visually appealing, that they will continually purchase and that consistentlydelivers an acceptable eating experience. Therefore, meat quality encompassesthe visual appearance and eating quality. Both of these quality factors can beinfluenced by ante-mortem and post-mortem production factors. This chapterwill concentrate on ante-mortem production factors of breed and genetic effects,dietary influences, and rearing effects on meat quality and the post-mortemfactor of the slaughter effect will be discussed as a post-mortem productionfactor. This information will provide a basis of understanding for subsequentdiscussions on meat quality in ensuing chapters.

3.2 Quality, meat composition and structure

Meat is composed of lean tissue or muscle fiber cells, fat and connective tissue.Fat or adipose cells can be found in up to three depots or locations in meat. Fatcan be deposited intramuscularly as marbling or contained between muscles(defined as seam fat) or it can be found as external fat or subcutaneous fat.Additionally, meat may include bone, but the trend has moved toward bonelessmeat cuts and therefore bone will not be discussed in this chapter. Nervoustissue and components of the blood system are contained within meat but theirtotal weight or proportional contribution to meat is small and so will not be

3

Factors affecting the quality of raw meatR. K. Miller, Texas A & M University, College Station

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discussed.Thesethreemajor componentsof meat,fat, leanor the myofibrillarcomponent,andconnective tissue,affect meatquality in different ways.

3.2.1 Fat componentIntramuscular fat content hasbeenshownto affect flavor, juiciness, tendernessand visual characteristics of meat. Savell and Cross (1988) developed theWindow of Acceptability to demonstrate the generalrelationship between theroleof increasedintramuscularfat onmeat pork, lambandbeefpalatability (Fig.3.1). In general, as fat content increases, palatability increases;however,improvements in palatability with increasing fat percentagearenot equalacrossall fatnesslevels. If fat contentis lessthan3%, palatability decreasesmarkedlywith eachdecreasein fat percentage.In fact, this is the steepest slopeon thecurve. As fat increasesfrom 3%to about6%,meat palatability improves,butnotasdramatically asreportedat the lower levels.As fat contentexceeds7.3%,fatis highly visible and has been identified as too fatty by health-consciousconsumers.Too muchvisible fat hasraisedquestionsaboutconsumption of fatin meat productsand increasedincidence of coronaryheart disease, obesityorsome formsof cancerin humans; these issuescanaffect consumers’ perceptionof acceptability. Therefore, meat with fat content between3 and 7.3% isgenerally considered acceptable. Diet/health-conscious consumers may bewillin g to sacrifice palatability for lower fat content.

How does intramuscular fat affect palatability? One way is through therelationship of intramuscular fat with meat juiciness.As intramuscular fatincreases,humansperceivethatthemeatis juicier. During mastication or duringthe first bites,if fat is present,someof it is releasedandthesalivaryglandsarestimulated.This resultsin a perception of juiciness,additionally, meatwith a

Fig. 3.1 TheWindowof acceptability.Adaptedwith permissionfrom DesigningFoods:AnimalProductOptionsin theMarketplace.Copyright1988by theNationalAcademyof

Sciences.Courtesyof the NationalAcademyPress,Washington,DC.

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higher fat contentmay give a longer sustained perception of juiciness.SavellandCross(1988)stated that ‘fat may affect juicinessby enhancing the water-holding capacity of meat, by lubricating the muscle fibers during cooking,byincreasing thetendernessof meat andthustheapparentsensation of juiciness, orby stimulating salivary flow during mastication’.

A second way that intramuscular fat affects palatability is through therelationship between fat content and tenderness. Interestingly, there isconflicting evidenceas to the meattendernessand fat relationship. Savell andCross(1988)supportedtherelationshipbetween increasedintramuscular fat andmeat tendernessby proposing four hypotheses. The first hypothesis,the BulkDensityTheory,statesthatasfat is lower in densitythanheat-denaturedproteinin cookedmeat,asthe fat percentageincreases,the overall densityof the meatdecreases. As bulk densitydecreases within a given bite of meat,the meat ismore tender. The second hypothesis is defined as the Lubrication Effect.Intramuscular fat is mainly triglyceridesstoredin adiposecellsembeddedin theperimysial connective tissuewall of themuscle.As meatis cooked, triglyceridesmelt and bathe the muscle fibers. As the meat is chewed, fat is released,salivation increasesandthemeatis perceivedasjuicy. Additionally, themusclefibers give or slide more easily resulting in an increased perception oftenderness.The third hypothesis,the InsuranceTheory, statesthat fat providesprotection againstthe negative effectsof over-cooking or high heaton proteindenaturation. Meatproteinsareinvolvedin bindingwaterin themusclefiber.Asmeatis cooked,proteins denatureand losesomeof their ability to bind water.Fatcanact to insulatethe transfer of heator slow downtheheattransfer sothatprotein denaturationis lesssevere andlessmoisture is lost during cooking. Thefourth theory or the Strain Theory relatesto the weakeningof the perimysialconnective tissue surrounding muscle bundles. As marbling is deposited asadiposecells dispersedin perimysial connective tissue,development and anincreased number of adipose cells weaken the connective tissue structureresultingin moretender meat.

To understandif marbling or intramuscular fat affectedconsumeracceptanceand the subsequent relationship with trained sensory responses, the BeefCustomerSatisfactionstudywasconducted(Lorenzenet al., 1999; Neelyet al.,1998; Savell et al., 1999) in the United States.Beef top loin steaksfrom fourUSDA Quality Gradeclassifications were selected to represent four QualityGradeclassificationswhereLow Select would containbeeftop loin steakswithSlight00 to Slight50 degrees of marbling that would equate to about3 to 3.5%chemical lipid; High SelectsteakshadSlight51 to Slight100 degreesof marblingor about3.5 to 4.0% chemicallipid; Low Choicesteakshada small degreeofmarbling or about4 to 5% chemical lipid; andTop Choice consistedof steakswith modestandmoderatedegreesof marbling or about6 to 7% chemical lipid.Chemical lipid approximationswere projectedfrom Savell and Cross (1988).Steakswere evaluatedby 300 householdsin four citieswhere eachhouseholdcontainedtwo adultconsumers who atebeefthreeor moretimes perweek. Fourtop loin steaksfrom eachcarcasswasservedto four consumers in eachcity and

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one steak was evaluated by a trained meat descriptive attribute panel andWarner-Braztler shearforce was conducted as a mechanical measurementoftendernessasdescribed by AMSA (1995). ConsumersratedTop Choicesteakshighest for overall like andjuiciness(Table3.1).They liked the tendernessandflavor of Choice(Top ChoiceandLow Choice) steakscomparedto Select steaksand they indicatedthat the Choicesteakshada higher intensity of flavor thanSelect steaks.Trained sensorypanelsalso indicated that as marbling scoreincreased,cookedbeeftop loin steakswerejuicier,moretender,moreintenseinflavor andthey hadhigher levelsof beefflavor andbeeffat flavor (Table 3.1).Warner-Bratzler shear force values decreasedas marbling score increased(Table 3.1). In this samestudy, top sirloin and top round steaksalso wereevaluated.Thesesteakshadslightly lower fat contentthan top loin steaksandthe marbling to palatability relationship wasnot asstrong.

In pork,a similar study wasconducted in threecitieswith pork consumers intheUnited States.Porkloin chopswere selectedto vary in pH, lipid contentandtendernessasdeterminedby Warner-Bratzlershearforcevalue (Table3.2).Porkconsumers in the US did not rate pork loin chopsdifferently basedon lipidcontent.However,when asimilar studywasconductedwith Japaneseconsumers(Table3.3),Japaneseconsumersratedpork loin chopswith higherNationalPorkProducer Council (NPPC) marbling score(NPPC marbling scoresare a visualassessmentof intramuscularfat andtheyarerelatedto a chemical lipid value)asjuicier, they liked the flavor and taste,they liked the color and they tendedtolike the amountof fat andvisual appearance. Pork loin chopswith the highestlevel of lipid tendednot to bepreferredby Japaneseconsumersmostlikely dueto too much visible fat. In summary,there is a marbling to meatpalatabilityrelationship, but this relationship may vary across meat speciesand acrossconsumer populations.While this relationship is not strong acrossall meatspecies,increased marbling or intramuscularfat assistsin improving the eatingquality of meat.

Intramuscular fat also has an indirect relationship to meat tenderness.Asanimals grow anddevelop,fat is depositedsequentially andmarbling is the lastfat depot to fill. Marbling therefore is an indication of growth and nutritionalstatus of animals.If animalsarefed high-energy-baseddietsthey grow rapidlyor they havehigh ratesof protein andlipid accretion.The endresult is heavieranimals with higher levels of subcutaneous,seamand intramuscular fat andgreater musclemass.Theseheavier, fatter and more muscular carcasseschillslower and are less susceptible to cold-inducedtoughening (seediscussionin3.2.2). Additionally, animals fed energy-based diets, that grow rapidly havehigher collagen solubility (see discussion in 3.2.3) that improves meattenderness.It becomesapparentthat interrelationshipsbetween the connectivetissue, muscle fiber and fat componentare involved in understanding meatpalatability.

Marbling hasbeenshown to affect consumerandtrained sensorypanelmeatflavor attributes(Tables3.1,3.2,3.3).As fat level increases,consumers tendtolike the flavor of beef and pork. Fat hasa characteristic flavor and hasbeen

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Table 3.1 Least squaresmeansof top loin steaksfrom US Beef CustomerSatisfactionStudy for consumersensoryattributes,a trained meatdescriptivesensoryattributesandWarner-Bratzlershearforce (kg) aseffectedby USDA quality grade

USDA quality gradeRoot mean

Quality attribute Top choice Low choice High select Low select squareerror P-value

Consumersensoryattributesa

Overall like/dislike 19.2c 19.1c 18.8c 18.7c 3.06 0.0004Juiciness 18.5c 18.5c 18.3d 18.0c 3.57 0.0006Tendernesslike/dislike 19.0cd 19.2d 18.6cd 18.6c 3.28 0.0001Flavor intensity 19.1c 19.2d 18.9cd 18.9c 2.87 0.0009Flavor like/dislike 19.3cd 19.3d 19.0cd 18.9c 2.88 0.0002

Trainedmeatdescriptivesensoryattributeb

Juiciness 5.8d 5.6c 5.5c 5.4c 0.58 0.0001Muscle fiber tenderness 6.7d 6.6cd 6.5c 6.5c 0.58 0.01Connectivetissueamount 6.8c 6.9d 6.9c 6.9c 0.45 0.55Overall tenderness 6.6d 6.6cd 6.5c 6.5c 0.56 0.06Flavor intensity 5.7d 5.7d 5.6c 5.6c 0.31 0.002Beef flavor intensity 3.5d 3.5d 3.3c 3.3c 0.32 0.0001Beef fat flavor intensity 2.1e 2.0d 1.8c 1.8c 0.23 0.000a

Mechanicaltendernessmeasurementb

Warner-Bratzlershearforce, kg 2.70d 2.75d 3.00c 2.95c 0.71 0.0002

a Valuesfrom Neely et al. (1998) andLorenzen et al. (1999). Valuesdiffer from thosereportedasmodelsdiffered slightly in order to generate theseleastsquaresmeans. Consumers’ sensoryattributeswere rated as1= dislike extremely, not at all juicy, not at all tender, dislike extremely, andno flavor at all, respectively and23= like extremely, extremely tender,extremely juicy, like extremely, and an extreme amountof flavor, respectively.b Valuesareunpublisheddata,but they werederivedfrom the samedatasetaspublishedby Neely et al. (1998) andLorenzen et al. (1999).cde Leastsquaresmeanswithin a row anda cut lacking a commonsuperscript differ (P<0.05).

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identified asoneof the major components of the meatflavor lexicon (JohnsenandCiville, 1986).Whereasfat is not thepredominantflavor in meat,it providesa balancebetween leanandfat flavors. Whenmeatcontainsvery low levelsoffat, the predominant flavors are thoseassociated with the lean suchascookedbeef lean,serumy, bloody,grainy, metallic, livery/organy,andbrothy (Johnsenand Civille, 1986; Lyon, 1987). As the level of fat or marbling increases, thecookedfat aromaticor flavor increases in meatand this aromatic canassistindecreasingor masking flavor attributesassociatedwith lean, providingabalanceof flavors.

3.2.2 Lean or muscle fiber componentThe major componentof meat is leanand lean is mainly composedof musclefibers. Muscle fibers from the cellular structure that possessesthe contractileapparatusof themuscle. Muscle proteinsalsoarethecomponentsin themusclefiber that bindswateror interacts with waterto hold it in the muscle fiber. Thestructural integrity and the ability of the muscleproteins to bind water affectmeat tendernessandjuiciness.

Therearetwo components of the musclefiber structure, the contractile stateandthedegradativestate,thatinfluencemeattenderness.In li ving tissue, muscle

Table 3.2 Least squaresmeans for pork consumersensory traitsa as affected bypredeterminedcategoriesof lipid, Warner-Bratzlershearforce, andpH from loin chopsfrom the US Pork ConsumerSensoryStudy.Adaptedfrom Miller et al. (2000).

Trait n Juiciness Tenderness Flavor Overall like

pH category 0.04 0.0165 0.06 0.03Low 648 3.3d 3.3d 3.2 3.2d

Medium 620 3.3d 3.3d 3.2 3.2d

High 498 3.5e 3.4e 3.4 3.4e

RSDc 1.13 1.08 1.10 1.03

Lipid category 0.20 0.19 0.09 0.18Low 427 3.4 3.3 3.3 3.2Medium 857 3.3 3.3 3.2 3.2High 482 3.4 3.4 3.4 3.3

RSDc 1.3 1.08 1.05 1.03

Shearcategory 0.0004 0.0001 0.0004 0.0001High 379 3.2d 3.1d 3.1d 3.0d

Medium 844 3.4d 3.3e 3.3e 3.3e

Low 520 3.5e 3.5f 3.4e 3.4e

RSDc 1.12 1.07 1.05 1.03

a Consumerattributeswere evaluatedusing a 5-point hedonic,end-anchored sensoryscalewhere1= dislike extremelyand5= like extremely.b P-valuefrom the Analysisof Variancetable.c RSD= ResidualStandardDeviationfrom the Analysisof Variancetable.def Leastsquaresmeanswithin a columnanda trait lackinga commonsuperscriptdiffer (P<0.05).

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Table 3.3 Least squaresmeansfor consumersensoryscoresof pork loin chopsfrom the JapanesePork ConsumerStudy that vary by NPPCmarblingscoresdeterminedat the 10th rib in the Longissimusmuscle.Adaptedfrom Miller et al. (2000)

Marbling scorec

Consumerattribute 1 2 3 4 5 6 P Value

Aroma like/dislikea 3.20 3.11 3.16 3.27 3.87 3.00 0.13Juicinesslike/dislikea 3.09de 3.00d 3.01de 3.13de 4.12e 3.36de 0.048Tendernesslike/dislikea 3.34 3.29 3.25 3.39 4.25 3.82 0.07Flavor like/dislikea 3.15d 3.19d 3.14d 3.29d 4.12e 3.64de 0.04Overall tastelike/dislikea 3.15d 3.16d 3.12d 3.34de 4.25f 3.82ef 0.006Appearancelike/dislikea 3.01d 3.11de 3.19de 3.32de 3.75e 2.82d 0.02Color like/dislikea 3.07d 3.17d 3.23de 3.28de 3.87e 2.82d 0.04Color intensityb 3.16d 3.36de 3.15d 3.25a 3.87e 2.91d 0.02Amount of fat like/dislikea 3.06d 3.19de 3.26e 3.36e 3.75e 3.09de 0.02Overall visual like/dislikea 3.00d 3.13d 3.23d 3.34d 3.50d 2.82d 0.009

a Consumerattributeswereevaluatedusinga 5-point scalewhere1= dislike extremelyand5= like extremely.b Consumer attributeswereevaluatedusinga 5-point scalewhere1= light and5= dark.c National Pork ProducersCouncil new freshmeatmarbling scoreswhere1�1% lipid, 2= 2% lipid; 3= 3% lipid, 4= 4% lipid, 5= 5% lipid and6�6% lipid.def Leastsquaresmeanswithin a row lacking a commonsuperscriptdiffer (P <0.05).

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fibers are elastic and have the ability to contract and relax. Through theconversion of muscle to meat, muscle proceeds through rigor mortis wheremuscle fibers losetheir ability to relax andthat results in lossof muchof theirelasticity. Biochemical andphysical conditionspresentwhena muscle proceedsthrough rigor mortis affect the final contractile stateor sarcomere length andtendernessof themuscle. Onephysiological phenomenonthat canoccurduringrigor mortis is called cold-inducedtoughening or cold-shortening. It occursduring the onset of rigor mortis when the muscle is chilled rapidly, thesarcoplasmic reticulum loses its abil ity to bind calcium, so calciumconcentrationsin the cytosolof the cell increases.The endresult is that energystores in the form of ATP are still available when calcium concentrationincreases and the contractile apparatusof the muscle still has the ability tocontract.Themusclefibersthencontractmorerigorously thannormal anduponthe inability to relax, the contractile stateof the muscleis shorterthannormal.The result is tougher meat. Sarcomere length is a measure of cold-inducedtougheningandit is thedistance between the two Z lineswithin a sarcomere.Asarcomereis thesmallestcontractile apparatusof a muscle fiber andtheZ linesare rigid structuresthat composethe exterior of a sarcomere.Z linesare verystrongstructures thathaveto withstandtheforcesappliedduringcontraction.Incold-shortenedmeat, Z line densityincreaseswithin agivenquantity of meat.Aslong astheZ line hasnot beendisruptedby eitherdegradationor fragmentationfrom contractile proteinsin super-contracted meat,increased density of Z lineshasbeenrelatedto increasedmeat toughness(Locker, 1960; Marsh and Leet,1966;Marshet al., 1968).Additionally, musclefibersthatareshorterhavebeenshown not to degradeasrapidly post-mortemasthereis not sufficient room fordegradativeenzymesto work.

Strength of the structural components within the musclefiber alsohasbeenrelated to meattenderness.The basic premiseis that asthe structural apparatusof the muscle is degraded and weakened, meat tenderness improves(Koohmaraie, 1988, 1992; Koohmaraieet al., 1988). The structural apparatusof muscle fibersis composedof Z linesandmultiplestructural proteinsthatholdthe myofilaments of musclefiber in an organized, structural array. Also, themajor contractile proteins,myosin andactin, arepart of the structural array inthat theyarethepredominantproteinsin themuscle fiber. Degradativeenzymeswork to breakapartthe muscle fiber structural apparatus.In living tissue,theseenzymesareresponsiblefor proteindegradationandrepair of protein structure.In meat, these enzymes degrade large structural proteins such as titan andnebulin and loosen the strength of the muscle fiber component. The majorenzyme system shown to affect post-mortem musclefiber degradation is thecalpain proteolytic system (Koohmaraie,1988,1992,Koohmaraieet al., 1988;Goll et al., 1995). This system is composedof �-calpain, m-calpain andcalpastatin.Calpastatinregulatesthe activities of the calpains that have beenshown to degrade structural proteins post-mortem (Koohmaraie, 1988, 1992,Koohmaraie et al., 1988). Increasedmyofibrillar degradation post-mortemhasbeenrelated to improvementsin muscle fiber tenderness. Goll et al. (1995)

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proposed the theory that actomyosin interactions also may play a role inimproved meat tendernesspost-mortem, even though actomyosin does notdegradepost-mortem. Goll et al. (1995)proposed that weakening or a decreasein the strengthof the actomyosin interaction post-mortem may contribute toimproved tenderness.

The ability of myofibrillar proteins to bind waterwithin the muscle fiber isalsorelatedto meattendernessandjuiciness.Myofibrillar proteinshavechargedside-groupsthatcontain ionic chargesandtheseionic chargesbind water.Actinandmyosin, themostabundant proteinsin themuscle fiber,bind themajority ofwaterwithin the muscle fiber. The chargeon proteinscanbe eitherpositive ornegative andchanges in chargecanbealteredby pH. As pH increases,thereis anet increaseof negative charges and as pH decreases, protein side-groupsbecomemore positively charged.As the net charge of proteinsbecomeeithermorepositively or negatively charged,ionic forcesincrease andwateris boundor held more tightly to the proteins. Changein net charge of proteins isaccomplishedby changingmeatpH. An increase or decreasein meat pH willchangetheratio of positive andnegative chargeson protein side-chains andwillalter the ability of muscle proteins to bind water. The isoelectric point of aprotein is thepH wherethereis abalanceof positiveandnegative chargeson theprotein side-groups.The isoelectric point is wheremuscleproteinshavetheleastability to bind waterandit is where water-holding capacity is lowest. As meatpH reaches the isoelectric point, meat losesmore water as drip loss duringstorageanduponcookingor a lower cookyield. Theresultant meatis drier andtougher. Therefore, meatpH is an importantcomponentof meat quality as itrelates to the ability of muscle proteins to bind water and the subsequentjuicinessandtendernessof the meat.

3.2.3 Meat colorMeat color, the major visual factor affecting meatquality, is imbedded withinthe muscle fiber componentas meat color is a result of pigment-containingproteins that caneitherabsorbor reflect light. In meat, myoglobin is the majorpigment-containing compound.The level of myoglobin, the oxidative stateofthe heme-ringwithin myoglobin and what is bound to the myoglobin ligandaffects meat color. The level of myoglobin within a muscleis influencedbyspecies, muscle function within the animal,andageof the animal.The stateofiron within thephorforin ring of myoglobin(Fe+2 or ferrous; Fe+3 or ferric) andwhatcompoundis boundto themyoglobin ligand is mainly affectedby storageconditions of the meat.

Meat color from different speciesof animalsand the corresponding musclemyoglobin contentarepresentedin Table 3.4. As myoglobin content increases,color intensity of the meatincreasesfrom white or pink to very dark red. Thehighermyoglobin contentin beefdifferentiatesit from the lighter color of porkor poultry meat thathasa lower myoglobincontent. However, muscleswithin aspeciesanda carcasscanalsovary in color. Musclesvary in myoglobincontent

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basedon thephysiological role of themuscle. High usemuscles,suchasthe legmuscle in chickenandotherspecies, havehighermyoglobincontentdueto theneed for myoglobin to store and deliver oxygen in the muscle. Myoglobincontentalsoincreasesasanimals increasein agesothatmeatfrom olderanimalsis darker thanmeat from youngeranimals.For example, veal is brownish pinkversus beef from three-year-oldsteersthat is bright, cherry red. The increasedredness in color within beef is due to higher myoglobin content(Table 3.4).

Table 3.4 The relationshipbetweenspeciesof origination of musclefoods,raw meatcolor, musclefoodsmyoglobincontent,andmajor factorsinfluencingquality of meat

Major factorsinfluencingquality

Speciesof listed in decreasingorigin of Animal Myoglobin Visual orderof importancemusclefood age content,mg/g color within a species

Beef 12 days 0.70 Brownishpink Tenderness3 years 4.60 Bright, cherry Juicinessandflavor> 10 years 16 to 20 red to dark red

Lamb Young 2.50 Light red to Flavorred Juicinessand

tenderness

Poultry dark 8 weeks 0.40 Dull red Flavormeat 26 weeks(females) 1.12 Juiciness

26 weeks(males) 1.50 Tenderness

Fish dark 5.3 to Dull red to Flavormeatspecies 24.4 dark red Juiciness

Texture

Turkey dark 14 weeks(female) 0.37 Dull red Flavormeat 14 weeks(male) 0.37 Juiciness

24 weeks(female) 1.00 Tenderness24 weeks(male) 1.50

Pork 5 months 0.30 Grayishpink JuicinessFlavorTenderness

Poultry white 8 weeks 0.01 Grayishwhite Flavormeat 26 weeks(females) 0.08 Juiciness

26 weeks(males) 0.10 Tenderness

Turkey white 14 weeks(female) 0.12 Dull red Flavormeat 14 weeks(male) 0.12 Juiciness

24 weeks(female) 0.25 Tenderness24 weeks(male) 0.37

Fish white 0.3 to Grayishwhite Flavormeatspecies 1.0 Juiciness

Texture

Adaptedfrom Miller (1994).

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Therefore, musclecolor hasbeenusedasan indication of maturity andqualitywithin meatspecies.

While myoglobin is themajor pigmentin meat,accounting for 50 to 80%ofthe total pigment, hemoglobin, the major color pigment in blood, can alsocontributeto meat color. Conditionsduringslaughterthatinfluenceproperbloodremovalcaninfluencehemoglobin content.A higherhemoglobincontentresultsin darker lean. Other meatpigments,cytochromes,catalase,and flavins, existwithin muscleandinfluencemeat color, but only to a very minor extent.

3.2.4 Connective tissuecomponentPerimysium, connective tissuesurrounding musclebundles,and endomysium,connective tissue surrounding muscle fibers, provide structural support tomuscles. High-use muscles used for work or major movementshave higherconnective tissue content than low-use muscles or muscles that providestructural support. Muscles with higher amounts of connective tissue aretougher. This phenomenon is why muscles from thehindquarterof animalsthatare usedfor locomotion, suchas the Bicepsfemorus, Semimembranosus, andSemitendinosus, are inherently tougher than support muscles, such as theLongissimuslumboriumin theloin region.Anotheraspectof connective tissueisthe type of crosslinking within the connective tissue matrix. There are twoclassificationsof bondswithin connective tissue, heat-soluble bondsand heat-insoluble bonds.Collagenis themain fiber in theperimysiumandendomysiumconnective tissuematrix. During heatingor cooking, a proportion of the bondscanbesolubilized or broken. As animalsage,thepercentageof insolublebondsincreases. Increased toughness due to increases in animal age is mainlyattributedto theincrease in heat-insolublecollagenbonds.Therefore,connectivetissuecontributesto meatquality mainly by its influenceon meattenderness.Inyoung animals,connective tissueaffects meat tenderness mainly through thetotal amount of connective tissuebetween muscleswithin the sameanimal.Asanimals increasein age, meat becomestougher mainly by increasing thepercentageof heat-insolublecollagen cross-links.

In summary, the threemajor components of meat, fat, lean and connectivetissue, contribute to meat quality with each uniquely contributing to meatjuiciness, tenderness and flavor. While each of thesecomponents has beendiscussed separately, they are not independent components, but they areinterconnected and interact biologically within the muscle or meat system.Therefore, ante-mortemand post-mortemfactors that affect meat quality mayaffect any of the threecomponentsandsubsequentlyaffect meatquality.

3.3 Breed and geneticeffectson meat quality

As meat quality is affected by the lipid, muscle fiber and connectivetissuecomponentswithin ananimal,it is not surprisingthatanimalgenetics canplay a

Factors affecting the quality of raw meat 37

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major role in meat quality. It haslong beenunderstood that the unique geneticcode for each animal regulatesthe production of proteins and that geneticvariation existswithin meatanimalspeciesfor importantmeatquality attributes.Meat quality traits are generally recognized as being moderate to highlyheritable.

3.3.1 BeefIn beefcattle,variation in quality in the US hasbeenwell documented throughthe National Beef Quality Audits in 1991, 1995, and 2000 (Lorenzenet al.,1993; Boleman et al., 1998; McKenna et al., 2002) and the National BeefTendernessSurveys (Morgan et al., 1991; Brooks et al., 2002). Extensiveresearch on factors that contributeto this variation has beenconducted. Onesource of variation implicated as contributing to this variation hasbeenbreedtype.

Biological type within Bos taurus cattle, British (Hereford, Angus andShorthorn)andExotic or Continental (Charolais,Chianina,Gelbvieh,Limousin,Maine Anjou, Pinzgauer, Simmental, and Tarentais,for example) and dairybreeds (Holstein, Jersey and Brown Swiss) has been shown to influencetenderness,but mainly throughdifferences in growth rate,weightat the time ofslaughterandfatnessat slaughter.Continental-influenced cattletendto betaller,haveheavier carcassesat a constant fatness, andrequirea longertime on high-energy diets to reacha constantfat endpoint when comparedto British-basedcattle. As biological typeinfluencesgrowth rate,fatness, weight, andbodymass,these factorshaveadirector indirect influenceon meattenderness,especially ascarcassfatnessandweight can influencecold-inducedtoughnessandmarblinglevels. As long as cattle are managedsimilarly and slaughtered at the samefatnessendpoint, differencesin meatquality areminimal. However,dairy-basedbreeds tend to havehigher marbling levels at a constantsubcutaneous fatnesslevel as selectionfor milking ability appearsto haveresultedin selectionforhigher marbling.

Researchers at the United States Department of Agriculture (USDA),Agricultural Research Service (ARS), Roman L. Hruska US Meat AnimalResearch Center in Clay Center, NE, have examined genetic differencesbetween many breedtypes. The Germ Plasm Evaluation (GPE) programhascompletedmultiple cycles.In Cycles I, II andIII, F1 crossesout of Hereford andAngus damsandsiredby Angus, Brahman,Brown Swiss,Charolais, Chianina,Gelbvieh, Hereford, Jersey,Limousin, Maine Anjou, Pinzgauer, Red Poll,Sahiwal, Simmental, South Devon and Tarentais bulls were evaluated formultiple carcassandbeefquality characteristics (Koch et al., 1982a;Kochet al.,1976; Koch et al., 1982b; Koch et al., 1979). While differencesin marblingscore andWarner-Bratzler tendernessexisted between Continental-andBritish-basedcattle,differenceswereslight (Table 3.5)aslong ascattlehadbeenfed toa similar fat thicknessor days-on-feed endpoint. If cattle are fed to containvarying levels of fatnessor they are at different physiological points in their

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growth curve, breeddifferences may exist. Thesebreeddifferencesare then afactorof not comparingcattle at thesame endpoint andtheymaydiffer in bodymass,fatnesslevel andmarbling level. Diff erencesin tendernessthenaremostlikely dueto theeffectsof marbling on meatpalatability, cold-shorteningeffectsandconnective tissuedifferences.

The main breed effect for meat tenderness has beenbetweenBos indicusversus Bos Taurus cattle. It has been well documented that Bos indicus-influencedcattlehavehigher shearforcevaluesandgreatervariation. Researchhasdocumentedthat as the percentageof Bos indicusbreedingincreases,beeftendernesstendsto decreaseandthe variability in tendernessincreases(Damonet al., 1960; Ramseyet al., 1963; Koch et al., 1982b; Crouseet al., 1989;Wheeler et al., 1990;Whipple et al., 1990;Shackelford et al., 1991)(Table3.6as adaptedfrom Shackelford (1992)). Early research hypothesizedthat Bosindicuscattleweretougher dueto lower levels of intramuscular fat andhigherconnective tissuecontent when comparedto Bos taurus cattle. Wheeler et al.(1990)showedthat Bosindicuscattlehadlower levelsof �-calpain andhigherlevels of calpastatin.They concluded that calpain activity, as modulated bycalpastatin, seemedto play a major role in the inherenttendernessdifferencesbetween Hereford andAmerican Gray Brahmansteers.

Table 3.5 Summary of marbling and Warner-Bratzler shear force (kg) (WBS)differencesbetweenbeef cattle breed-typesevaluatedin the Germ PlasmEvaluationprogramat theUSDA, ARS RomanL. HruskaUS MeatAnimal ResearchCenterin ClayCenter,NE

Cycle I Cycle II Cycle III

Breedgroup Marbling WBS Marbling WBSa Marbling WBSa

Hereford 10.0 3.1 10.6 3.2Angus 13.2 3.2 14.2 3.0Hereford� Angus 11.4 3.4 10.8 3.4 11.4 3.4Angus� Hereford 12.1 3.1 11.9 3.1 11.9 3.2Jersey� 13.7 3.0SouthDevon� 11.7 3.0Limousin� 9.2 3.4Simmental� 10.3 3.4Charolais 10.9 3.2RedPoll � 11.3 3.3Brown Swiss� 11.7 3.4Gelbvieh� 9.6 3.4Maine Anjou � 11.1 3.1Chianina� 9.2 3.4Brahman� 9.2 3.9Sahiwal� 9.6 4.2Pinzgauer� 10.8 3.3Tarentaise� 10.0 3.7

Adaptedfrom GPEP,1974;GPEP,1975;GPEP,1978.

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As with otherbreedtypes,variationin beef quality within theBosindicusbreedexists. To understandthe effect of major sire lines within Bos indicus breeds onbeef quality in theUS,a five-yearresearchstudy was conductedin the1990s.Thisresearchevaluated steers(n� 252)from 15 BrahmansiresandoneNelore sireandborn from Hereford (n� 44) or Angus (n� 208) cows under standardenvironmentalconditionsto understandif differencein tendernessexisted(Hager,2000). Sixty pure-bred Angus steerswere included in the last three years.Theoverall goal of this researchwas to identify Bos indicus sires that producedprogeny that hadpositive carcasstraits and that were tenderand lessvariableintenderness.Quality gradecharacteristicswereobtainedandWarner–Bratzlershearforce values(kg) weredeterminedafter 1, 7, 14, 21, 28, and35 daysof ageing at4ºC. Sire influenced(P< 0.05) leanmaturity, overall maturity, marbling, qualitygradeandshearforcevalues(Tables3.7and3.8)andsireaffected(P< 0.05)shearforce valuesafter ageing for 1, 7, and 21 days (Table 3.8). The F1 Bos indicus-influencedsteers were less tenderat 1 day and 7 dayspost-mortem than Angussteers(Fig. 3.2).Angussteersreachedtheir maximumtendernessafter7 dayspost-mortem. However,F1 steersshoweda fasterrateof ageingandwerenot differentin tendernessafter 14 dayspost-mortemageing thanmeatfrom Angussteers.Therateof ageingwas fasterfor F1 steersthantheAngussteers,andshearforcevaluesdid not differ between the two breeds after21 daysageing.It canbehypothesizedthatsufficient post-mortem ageingcanremovevariation in tendernessbetweenBos

Table 3.6 Warner-Bratzlershearforce (kg) meansfrom the Longissimusmuscleofcattlediffering in BosindicusversusBostaurus inheritance

PercentageBosindicusbreeding

Reference Breeda 0 25 38 50 62 75 100

Damonet al., 1960 B 6.22 6.72 6.68 7.14 – 7.79 9.27Carpenteret al., 1961 B – 3.93 – 5.02 – 4.65 5.29Ramseyet al., 1963 B 2.31 – 3.03 2.46 – – 3.23Luckett et al., 1975 B 3.94 4.37 – – – – 6.29Koch et al., 1982b B 3.44 – – 3.92 – – –Koch et al., 1982b S 3.44 – – 4.27 – – –McKeith et al., 1985 B 4.79 – – 5.77 – – 7.18Bidner et al., 1986 B 3.90 4.30 – – – – –Riley et al., 1986 B 4.30 – – 6.00 – – –Crouseet al., 1987 B 4.00 – – 7.50 – – –Crouseet al., 1987 S 4.00 – – 8.00 – – –Crouseet al., 1989 B 4.40 5.16 – 5.80 – 6.68 –Crouseet al., 1989 S 4.40 5.64 – 6.64 – 8.41 –Cundiff et al., 1990 N 5.50 – – 7.00 – – –Wheeleret al., 1990 B 4.75 – – 4.75 – – 6.40Whipple et al., 1990 S 4.70 – 6.40 – 7.70 – –Shackelfordet al., B 4.50 – – – 5.40 – –

1991

a B = Brahman,S= SahiwalandN = Nelore.Adaptedfrom Shackelford(1992).

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Table 3.7 Leastsquaresmeansandstandarderrorsfor quality gradecarcasstraits of F1 Bosindicus� Angusor Herefordsteersasinfluencedbysire from Hager(2000).

Lean Skeletal Overall QualitySire maturitya maturitya maturitya Marblingb gradec

1 (n�21) 167.7�3.54d,e 149.5�2.07 157.3�1.92d,e 433.6�12.29h 697.0�8.32l

2 (n�14) 177.3�4.15e,f 157.6�2.42 166.1�2.25h 320.7�14.40d,e 622.5�9.75d,e,f

3 (n�18) 171.4�3.76d,e 154.8�2.19 161.9�2.03d,e,f,g,h 341.3�13.03d,e,f,g 637.4�8.82e,f,g,h

4 (n�16) 172.8�3.87e 154.2�2.25 162.2�2.09e,f,g,h 365.2�13.41f,g 660.2�9.08h,i,j

5 (n�16) 178.6�4.35e,f 146.0�2.54 158.9�2.36d,e,f,g 310.8�15.11d 611.1�10.23d

6 (n�13) 180.5�4.33e,f 154.1�2.52 165.3�2.34g,h 362.8�15.01f,g 652.1�10.16g,h,i,j

7 (n�17) 172.0�3.87e 153.4�2.26 161.4�2.10d,e,f,g,h 348.8�13.45e,f,g 646.6�9.10f,g,h,i

8 (n�17) 170.4�3.63d,e 153.8�2.11 161.0�1.96d,e,f,g,h 367.3�12.60f,g 660.9�8.52h,i,j

9 (n�17) 173.3�3.75e,f 152.6�2.18 161.1�2.03d,e,f,g,h 343.1�13.00d,e,f,g 638.2�8.80e,f,g,h

10 (n�15) 168.3�3.98d,e 147.6�2.32 156.3�2.15d 348.2�13.80e,f,g 648.4�9.34g,h,i,j

11 (n�16) 171.7�3.97d,e 151.9�2.31 161.4�2.15d,e,f,g,h 376.1�13.76g 671.7�9.31j

12 (n�15) 164.0�4.07d,e 152.4�2.37 157.3�2.20d,e 372.7�14.11g 665.2�9.55i,j

13 (n�14) 168.6�4.23d,e 150.0�2.47 157.9�2.29d,e 332.2�14.68d,e,f,g 632.0�9.94d,e,f,g

14 (n�16) 183.8�3.89f 151.0�2.27 165.1�2.11e,f,g,h 339.5�13.50d,e,f,g 639.1�9.14e,f,g,h,i

15 (n�13) 159.8�4.36d 154.3�2.55 156.6�2.36d,e 451.2�15.14h 704.1�10.25l

16 (n�14) 170.4�4.71e,f 149.7�2.75 158.6�2.55d,e 303.3�16.34d 618.1�11.06d,e

P-value 0.003 0.05 0.01 0.0001 0.0001RSDk 14.6 8.5 7.9 50.5 34.2

a 100= A00 and500= E00.b 100= Practically devoid00 and900= Abundant00.c 100= Canner00 and800= Prime00.d,e,f,g,h,i,j Meanswith different superscripts within a column aredifferent (P<0.05).k RSD= residual standard deviation.

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Table 3.8 Leastsquaresmeansandstandarderrorsfor Warner-Bratzlershearforce values(kg) of F1 Bosindicus� Angusor Herefordsteersasinfluencedby sire for post-mortemageingperiodof 1, 7, 14, 21, 28, and35 daysfrom Hager(2000)

Lengthof storage,day

Sire 1 7 14 21 28 35

1 (n�21) 4.30�.23c 3.45�.20b,c,d 3.03�.17 2.87�.18a,b,c 3.10�.17 2.79�.182 (n�14) 4.41�.23c 3.57�.23b,c,d 3.17�.20 2.90�.21a,b,c 3.21�.20 3.39�.213 (n�18) 3.89�.24a,b,c 3.87�.21d 3.01�.18 2.99�.19b,c,d 3.06�.18 3.21�.194 (n�16) 3.85�.25a,b,c 3.20�.21a,b,c 2.76�.18 2.59�.19a,b 2.80�.19 2.75�.205 (n�16) 3.32�.27a 3.18�.24a,b,c 2.85�.20 2.54�.21a,b 2.87�.20 2.59�.216 (n�13) 4.03�.29b,c 3.60�.25c,d 2.79�.21 3.12�.23c,d 3.27�.22 3.03�.237 (n�17) 4.34�.27c 3.68�.24c,d 2.91�.20 2.89�.21a,b,c 3.40�.20 3.19�.218 (n�17) 3.59�.23a,b 3.00�.20a,b 2.76�.17 2.77�.18a,b,c 3.05�.17 2.79�.189 (n�17) 4.21�.25c 3.50�.22b,c,d 2.88�.17 3.43�.20d 3.57�.19 2.82�.20

10 (n�15) 3.44�.24a,b 3.32�.21a,b,c 2.66�.18 2.82�.19a,b,c 2.98�.18 2.69�.1911 (n�16) 4.09�.25b,c 3.33�.22a,b,c 3.27�.19 3.02�.20b,c,d 2.95�.19 2.91�.2012 (n�15) 3.56�.26a,b 3.00�.23a,b 2.59�.19 2.42�.21a 2.99�.20 2.82�.2113 (n�14) 3.96�.27a,b,c 3.27�.23a,b,c 2.66�.19 2.61�.23a,b,c 2.97�.20 2.81�.2114 (n�16) 3.56�.25a,b 3.16�.22a,b,c 2.68�.18 2.75�.20a,b,c 3.18�.19 2.86�.2015 (n�13) 3.28�.27a 3.00�.24a,b 2.57�.20 2.66�.22a,b,c 2.74�.21 2.53�.2216 (n�14) 3.44�.29a,b 2.70�.26a 2.65�.22 2.61�.23a,b,c 2.98�.22 2.81�.23

P-value 0.0001 0.03 0.16 0.01 0.09 0.15RSDe 0.85 0.74 0.85 0.67 0.65 0.68

a,b,c,d Means with different superscripts within a columnaredifferent (P<0.05).e RSD= residual standard deviation.

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indicus andBostauruscattle. Also, differencesin tendernessbetweenBosindicusand Bos taurus cattle can be partially attributed to differencesin post-mortemmusclefiber ageingeffectsattributed to differencesin calpastainand/or calpainlevels.Interestingly, the relationship between marbling andWarner-Bratzler shearforce is very low in Bos indicus-influencedcattle (Hager, 2000).To understandwhatchemical factors(Table 3.9)wererelatedto Warner-Bratzlershearforceover35 days of post-mortemageing, simple correlation coefficients were calculated(Table3.10).

Components related to the myofibrillar component,sarcomere length andcalpastatin activity, andthe connective tissuecomponent, collagen amount andsolubility, were not highly related to Warner-Bratzler shear force values.However, fat wassignificantly, but only slightly, correlatedto Warner-Bratzlershearforceafter 14 daysof ageing.While it would beexpected that calpastatinwould havea higherrelationship basedon the previousdiscussion,it shouldbenotedthat calpain levelswerenot measured. While the evidenceis strong thatBos indicus cattle differ in tendernessfrom Bos tauruscattle, thereis not onefactor that contributes to this effect. The lean, fat and connective tissuecomponentsare interrelated.Obviously, differences in rate of ageingoccurredandmarblingdifferences maybecontributingto differences,but thedatado notsupport singling out onecomponentasthe contributing factor.

Extensive researchin the 1990shasbeendirectedat developmentof beefgeneticmarkers.Geneticmarkers for marbling developedin Australia, a markerfor marbling that was developedout of the Angelton Project at TexasA&MUniversity, and sevenmarkers for tendernessthat were developedout of theAngelton Project, are being examined for commercial production. However,geneticmarkers identify the geneticpropensity of an animal and they do notguarantee thathigh-quality beefwill result. Production andmanagementfactorsthat can influence beef quality need to be carefully controlled to ensureananimal hasthe opportunity to expressits geneticpotential. When commercial

Fig. 3.2 Warner-Bratzlershearforcevalues(kg) for top loin steaksfrom AngusandF1

Angusor Hereford� Bos indicussteersfrom Hager(2000).

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useof genetic markers is viable,thesemarkerswill assistin removingvariabilityassociatedwith breed differences.

3.3.2 PorkDiff erencesin ultimate muscle pH, lean color, water-holding capacity andmarbling are the major pork quality issuesas color and the ability of muscle

Table 3.9 Least squaresmeansand standarderrors for chemical componentsof F1

steersasinfluencedby sire including Angussteersadaptedfrom Hager(2000)

Sarcomere Calpastatin, Moisture, Fat, Total collagen, CollagenSire length,�m activity/g % % mg/g solubility, %

1 (n� 21) 1.73 2.73 72.28b,c 4.93e,f 2.42 7.55b

2 (n� 14) 1.69 2.51 73.15c,d, 3.51b,c,d 2.79 7.12b

3 (n� 18) 1.68 2.53 72.97c 3.75b,c,d 2.62 6.98b

4 (n� 16) 1.73 2.36 73.07c,d 3.88b,c,d 2.57 7.24b

5 (n� 16) 1.68 2.61 73.38c,d 3.15b,c 2.28 9.28b,c

6 (n� 13) 1.66 2.68 72.44b,c 4.14b,c,d,e 2.57 7.40b

7 (n� 17) 1.66 2.16 72.71b,c 4.171c,d,e 2.38 8.34b

8 (n� 17) 1.70 2.53 72.91c 3.89b,c,d 2.69 7.37b

9 (n� 17) 1.69 3.02 72.53b,c 3.82b,c,d 2.49 7.23b

10 (n� 15) 1.68 2.12 72.70b,c 4.00b,c,d,e 2.56 6.97b

11 (n� 16) 1.69 1.90 72.26b,c 4.05b,c,d,e 2.52 7.80b

12 (n� 15) 1.70 2.44 72.71b,c 4.44d,e,f 2.44 8.02b

13 (n� 14) 1.74 3.56 74.27d 2.94b 2.46 8.23b

14 (n� 16) 1.69 2.56 72.47b,c 4.04b,c,d,e 2.37 11.32c

15 (n� 13) 1.75 2.63 72.62b,c 4.54d,e,f 2.73 7.49b

16 (n� 14) 1.67 2.64 73.42c,d, 3.56b,c,d 2.61 8.26b

Angus(n�60) 1.75 2.43 71.61b 5.39f 2.65 7.36b

P-value 0.27 0.13 0.005 0.0001 0.95 0.03RSDa 0.11 0.74 1.8 1.5 0.75 3.2

a RSD= residualstandarddeviation.b,c,d,e,f Meanswith different superscriptswithin a columnaredifferent (P<0.05).

Table 3.10 Simple correlationsbetweenshearforce valuesand chemicalcomponentsadaptedfrom Hager(2000)

Shearforce at different lengthpost-mortemageingtime, days

Chemicalcomponents 1 7 14 21 28 35

Sarcomerelength,�m ÿ0.01 ÿ0.02 0.15 0.09 ÿ0.004 0.0003Calpastatin,activity/g ÿ0.01 0.04 0.03 ÿ0.03 0.03 ÿ0.03Moisture,% ÿ0.04 ÿ0.17a ÿ0.01 ÿ0.12 ÿ0.08 ÿ0.11Fat, % ÿ0.02 ÿ0.10 ÿ0.20a ÿ0.27a ÿ0.26a ÿ0.30a

Total collagen,mg/g ÿ0.01 ÿ0.01 ÿ0.05 ÿ0.06 ÿ0.04 ÿ0.06Collagensolubility, % ÿ0.08 ÿ0.16a 0.03 ÿ0.01 0.06 ÿ0.03

a Correlationswith superscriptaresignificant (P< 0.05).

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proteins to bind wateraffect pork quality. Pork is inherently more tender thanbeefaspork is much lesssusceptible to cold-shortening effectsandpost-mortemageingoccursatamuch morerapidratethanin beef. Also, pork is slaughtered atphysiologically youngeragesso connectivetissueplays a very minor role inmeatquality. Pork is alsomoresusceptible to pre-slaughterstressthat inducesmorequality defectsrelatedto thecolor andwater-holdingcapacity of the lean.As a largeproportion of pork meatgoesinto further processed products, water-holdingcapacityor theability to hold brinesor non-meat ingredients becomesamuchmoreimportantissue.Marbling, while notasimportantanissueasin beef,haseconomic value in some internationalmarkets andso marbling differencescanbe an important trait.

Berkshire pigs have darker colored lean, higher marbling scores,higherultimatepH andmoretendermeat(Table 3.11) (Goodwin, 1994;NPPC,1995;Goodwin, 1997); however, high levels of overall carcassfat and low leanproduction areissuesrelatedto thepractical productionof theseanimals exceptfor specialty markets.Hampshire hogshavebeenshownto havemoderatepinkto grayish-pink color, intermediate levels of marbling,but low ultimatepH andlow water-holding capacity (Goodwin, 1997). Most of this effect has beencontributedto theNapolegeneeffect (seediscussion below).Durocshavebeenshownto havea higher lipid content andLandracehavea palemeatcolor andlow pH (NPPC,1995;Goodwin,1997).Thereforedifferencesin porkquality arerelated to breed group, however, most commercial pork operations usecomposite genetic types. Comparison of differences in pork quality betweenthesegenetictypes is not available and,therefore,direct comparisons cannot bemade. However, most major breeding companiesprovide carcassand meatquality datafor comparative purposes.The pork industry hasgeneticmarkers,the Halothane gene and the Napole gene, for pork quality commerciallyavailable.Useof these geneticmarkers assistsin removing quality variationandimproving overall quality of pork.

3.3.3 Halothane geneeffectson pork qualityThehalothanegenehasbeenassociatedwith thePork StressSyndromein pigs.Fujii et al. (1991)reported a point mutationin theryanodinereceptorregulatoryregionof chromosome6 andthis mutationresultedin pigsthatweresusceptibleto malignant hypothermia when exposedto halothane gas. The ryanodinereceptor is involved in calcium release and regulation from the sarcoplasmicreticuluminto thecytosolof thecell. Whenmutantor homozygote (nn) pigsareexposed to stress,calcium concentrations in the cytosol of the cell increaseabnormally and pigs do not have the ability to adequately decreasecalciumconcentration in the cytosol or re-establish calcium concentrationsfor musclerelaxation. The result can be either death or near death due to malignanthyperthermia.If theseanimalsarestressedimmediately prior to slaughter,oneof two conditions may exist. Either the animals prematurely die or due toincreasedmetabolism, pH declinesvery rapidly post-mortemandresultsin pale,

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Table 3.11 Ultimate pH asinfluencedby breedtype

Breedtype

Cinta Belgian Italian Swedish US PolandReference Berkshire SeneseDuroc Hampshire Landrace Landrace Landrace Landrace Pietrain China Spot Yorkshire

Lawrie andGatherum,1962 5.44 5.49Jensenet al., 1967 5.46 5.33 5.42 5.38 4.57Hedrick et al., 1968 5.59 5.43Monin andSellier, 1985 5.40 5.45 5.53Dazzi et al., 1987 6.03 5.72 5.72 5.92 5.68 5.53Sellier et al., 1988 5.86 5.78 5.86Barton-Gade,1990 5.56 5.48 5.46 5.47Goodwin,1994 5.92 5.72 5.53 5.65 5.72 5.69 5.72NPPC,1995 5.91 5.85 5.70 5.83 5.84Lindahl et al., 2001 5.33 5.42 5.44a

a SwedishYorkshirepigs

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soft andexudative (PSE)meat.Selectionof pigswith onecopyof thehalothanegene,or heterozygotes (Nn), hasbeenimplementedby some geneticcompaniesdueto therelationship between heterozygotesanddecreased carcassfatnessandincreased carcassmeat yields; however, a decreasein pork quality has beenassociated with heterozygotepigs.

Halothaneheterozygotepigshavebeenshown to bepalerin color (ChristianandRothschild,1981;Lundstrom et al., 1989;Wilson, 1993; Louis et al., 1994;Goodwin, 1994),havemore drip loss(Lundstrom et al., 1989),havesoftermeat(Louis et al., 1994)with lessmarbling(Louis et al., 1994;Goodwin, 1994),andthey weretougher (Goodwin, 1994) thannormal or non-carrier pigs.Therefore,Halothanegenestatus,either Nn or nn, affectspork quality throughincreasedsusceptibility to short-termpre-slaughterstressthat resultsin lower thannormalultimatepH andpaler,softermeatthat hasa higher thannormaldrip andcookloss. Theseeffects result in drier, tougher and less flavorful meat. Goodwin(2002) found that the overall frequencyof Halothaneheterozygote in eight USbreedsfrom the National Barrow Show in 1999,2000and2001was6.2%withBerkshire, ChesterWhite,Duroc,Hampshire,Landrace,PolandChina,Spot andYorkshirehaving4.2,0.6,1.6,0, 1.239,12,and3.3%,respectively, frequencies.He found that Halothaneheterozygotepigs had less 10th rib backfat, largerribeye areas,lower pH, lighter color, lower intramuscular fat, lower water-holding capacity, higher cook yield loss,and the cookedloin chopsweredrierandtougher.

The Halothanegene obviously affects pork quality. While pre-slaughterhandling systemsto reducestressdecreasethe impact of this geneon meatquality, the useof homozygote and heterozygote animals for meatproductionnegatively affectspork quality.

3.3.4 Napole geneeffect on pork qualityTheRendementNapole (RN-) gene,commonly called theNapole gene,in porkis believed to be the causeof red, soft, exudative(RSE) pork (Warneret al.,1997).RSEporkhasa redcolor thatconsumers’ desire,but is softandexudativeindicating that the muscleproteins have low water-holding capacity.The RNallele wasfirst suggested to be responsible for the RSEconditionby LeRoy etal. (1990) where the RN genewas identified in two French composite linesincluding Hampshire lines.TheHampshire hogsexaminedhadlower processingyield andhigherdrip loss in cookedcured products. Warneret al. (1997) laterproposed that lower processingyields in RSE pork were due to lower pH andhigh amountsof glycogenin themuscle andtheysuggestedthatRSEpork wasaresult of the presenceof the RN gene.Research hasshown that the RN alleleincreases muscleglycogencontent by 70% of homozygousand heterozygousRN carriers (Estradeet al., 1993).The RN homozygousandheterozygous RNanimals have a modified adenosine monophosphate kinase. Adenosinemonophosphate regulates glycogen synthaseand the altered enzyme cannoteffectively inhibit glycogenproduction as in normal animals.As glycogen is

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convertedto lactic acidpost-mortem,thehigher levelsof glycogenin meatfromNapole genecarriersresultsin higher levelsof lactic acid beingproducedpost-mortem.Increasedproduction of lactic acid results in a lower ultimate meatpH(Lundstrom et al., 1996;Enfalt et al., 1997a).A low musclepH resultsin higherdrip lossor aslower water-holding capacity(LeRoy et al., 1996) decreasesdueto the meatpH approachingthe meatisoelectric point. Whencomparedto non-carriers, drip lossandcookinglossincreased by 21%and12%,respectively, inmeat from carriers (Lundstrom et al., 1996).

Studieshaveshownthat the RN genehasother detrimental effects on porkquality besides lower ultimate pH, water-holding capacity and cook yields.Carriersof theNapolegenealsohavelower protein extractability (Lundstrom etal., 1996).This is dueto the lower protein contentof RN carriers.Estradeet al.(1993)foundthatcarriersof theRN allelehada10%lowerproteincontentof allprotein fractions compared to non-carriers. The extraction of salt solubleproteins is essential to the manufacturing of hams and other processed porkproducts. A decreasein protein extractability resultsin a lower-quality product.The lower proteincontent alsohasan effect on water-holding capacity of meatwith the RN gene.The decreasein protein contentof RN carriers leadsto adecreasein the water contentin the myofibrils after curing (Lundstrom et al.,1996).

Othernegative effectsof meat from RN carriers includehigher surfaceandinternal reflectance and ashvalues(Lundstrom et al., 1996).Also, meat fromHampshire pigs carrying the RN allele has been found to have lowerintramuscularmarbling scores than non-carriers or Yorkshires (Miller K.D. etal., 2000).This canaffect the flavor andtendernessof meat.

Theeffectof theRN geneon pork palatability hasnot beenconsistent.Someresearch when comparing non-carriers to RN carriers, found lower Warner-Bratzler shearforcevaluesandhighertraineddescriptive attribute sensory tasteintensity andflavor (LeRoyet al., 1996;Lundstromet al., 1996);whereasotherstudies failed to find thesame taste andtendernessdifferences between carriersandnon-carriers(Lundstrom et al., 1998).Otherpositive attributesfoundin RNcarriers havebeenhigher daily gains, fewer dayson test, and carcasses withhigher leanmeatcontentanda largerproportion of ham(Enfalt et al., 1997a).Another study from Enfalt et al. (1997b) foundthatcarriershadless sidefatthannon-carriers,largerproportionsof whole hamandwholebackcomparedto non-carriers and Landrace and Yorkshire pigs. Goodwin (2002) showed that theNapole gene did not have an effect on carcasscomposition in eight breedsevaluatedin 1999,2000, and2001,in the US.

A genetic marker testis commercially available to testpork for theRN gene.Mill er R.K. et al. (2000) found that the RN allele exists at high frequenciesinthe American Hampshire breed in the Unites States and they reported afrequency of 0.630 for the dominant RN allele using the Hardy-Weinbergequilibrium, in the American Hampshire breed.Goodwin (2002) reported thefrequencyof the RN genein a representative sample of the US pure-bredporkpopulationfrom the1999,2000and2001NationalBarrow Showwas5.6%.The

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percentageof pigswithin breed-typehavingonecopyof theRN genewere6.3,1.3, 0, 66, 0, 16, 25 and 1.3 for Berkshire, Chester White, Duroc, Hampshire,Landrace,PolandChina,SpotandYorkshire,respectively. It is apparentthat thehighestfrequency is within theHampshire breed, but otherbreeds,except DurocandLandrace,hasa small incidenceof theRN gene.Goodwin (2002)foundthatheterozygote Napole pigs did not differ from normal pigs in 10th rib carcassbackfat, loineye area, intramuscular fat and cooked loin juiciness.However,heterozygote Napole pigs had lower pH, slightly lighter color and marblingscores,lower water-holding capacityandhighercook loss,but the cookedloinchopsweremore tenderthannormal cookedpork loin chops.

The Napole geneaffects meat quality and the incidence of it is at a highenoughfrequency that pork quality is affected by its presence. Selectiontoremovethis genefrom the pork populationwould improve overall pork qualitywithout significantly affecting leancomposition.

3.4 Dietary influenceson meat quality

Dietary influenceson meat quality havebeenextensivelystudied in a numberofmeat species.In general, as the energy density of the diet increases,eitherthroughthe useof high-quality grainsthat replaceforagesor by adding fat, thegrowth rateof the animalsincrease, animals reachslaughterweight at youngerages,theresultant carcassis heavier andhigher in overall fatnessandmarbling,the meat is juicier and speciesspecific-flavors are somewhatdiluted by anincrease in fat flavor. When animalsare fed forages,growth rate is slower,animalsareolder at slaughter, the carcasshaslessfat andthe meat is leaner(apositive attribute for diet/health-consciousconsumers), the meat is darker incolor andhasmore speciesspecific lean flavors. Foragefed animals alsomayretain� caratenederivedfrom foragesin their fat thatresults in moreyellow fat.Additionally, some foragescontain compoundsthat can be stored in the fatportion of meat that results in meat off-flavors. Therefore, animal diet cannegatively or positively affect meatquality.

3.4.1 Feeding high concentrate diets to beefExtensive research hasshown that intensivefeeding of high concentrate dietsprior to slaughter positively affectsbeefsensory properties (Meyer et al., 1960;Hawryshet al., 1975;Kropf et al., 1975;Bowling et al., 1977;Schroederet al.,1980;Tatum,1981).This improvementin beefpalatability hasbeenassociatedwith multiple factors.First, by feedingcattleon high concentratediets,animaloverall fatness,muscle mass and carcassweight increase. Therefore, withincreased time on high concentratediets,marblingscoresincreaseandsensorypanelpalatability ratings increase in beef (Greeneet al., 1989;Williams et al.,1992;May et al., 1992). Whencattlearefed high concentrate diets, they growmore rapidly and they reach slaughter weight in a shorter period of time.

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Secondly, cattle fed high concentratediets are usually slaughteredat youngeragesandtherefore,thenegative effectsof increasedageon meatpalatability arediminished.Thirdly, ascattlefed high concentratedietsareheavierat slaughterwith carcasses containing higher amounts of subcutaneousfat and greatermuscle mass,beef carcassesfrom fed cattle are not as susceptible to coldshortening as these fatter, heavier, more muscular carcasses chill slower.Fourthly, cattle fed high concentrate dietsthat experiencerapid ratesof growthhavebeenshownto havehigher amountsof collagen solubility in youngcattle(Aberleet al., 1981;Wu et al., 1981). Therefore,feeding high concentratedietsto cattle prior to slaughter hasa positive effect on the structural componentsofthe muscle and results in improved meat palatability. Feeding cattle highconcentrate diets prior to slaughter also has been associated with removingvariation associatedwith nutritional effectsprior to thehigh concentratefeedingperiod. The lower the energy density of the diet, the more restricted cattlegrowth is. Cattle enteringthe feedlot that havebeenfed varying energy-baseddiets from high to low energywould be expected to differ in live weight andcomposition and therefore their quality also would vary. By feeding highconcentratediets,this variation is reduced(Harrisonet al., 1978;Skelleyet al.,1978;Schroederet al., 1980;Miller et al., 1987).

Feeding cattlehigh concentratedietsis also relatedto improving beefflavorand juiciness. The meat from animals fed high concentrate diets is brighter,cherry red andthe fat is whiter. It is generally recommended that the effect offorages high in � carotene that results in yellow fat can be decreasedoreliminatedby feedinghigh concentratedietsfor up to 90 daysprior to slaughter.

Thediet fed to cattleprior to slaughtercanaffect beefflavor. As thediet canaffect overall fatnesslevel, the affect of flavor may be due to changesin fatcontent. Meat with lower fat contentis often describedasbeing morebeefy orbrothy, higher in serumy,bloody, livery and grainy/cowy flavors and is moremetallic than beefwith higheramounts of fat. Fat most likely either maskstheotherflavor attributesor by slightly coatingthemouth,theability to detectotherflavor attributesmay be diminished.Other off-flavors canalsobe derivedfromdietary foragesources. Dietary flavor compoundscan be depositedin adiposecells and result in off-flavors. Melton (1983) summarizedthat the corn in beefhigh-concentratefinishingdietscanbepartially or totally replacedby cornsilage,a combinationcornsilageandalfalfa, alfalfa hay,or a combinationof alfalfa hayandtimothy andbeefflavor wasnotaffected.Changesin thegrainsourceswithina high concentratediet mostlikely will not affectbeefflavor. Mi ller et al. (1997)fed beef steerseither a corn, corn/barley or barley based high-concentratefinishing diet 102 to 103 days prior to slaughterto a final live weight ofapproximately495kg. Cookedtop loin steaksdid notdiffer in cookedbeefflavorintensity or in any beef flavor attributedueto grain source of the diet.

The meatfrom beeffed corn-baseddietscandiffer in flavor from pasture-fedbeef.Mostof theflavor differenceis dueto fatnessdifferencesin thebeef(Melton,1983).Whenpasture-andgrain-fedcattleareslaughteredatsimilar fatness,Melton(1983) found that beef from pasture-fedcattle was still less desirable.These

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differences were most likely due to deposition of feed-derivedcompoundsdepositedin the fat. Cattle fed either bromegrassand bluestem;bluegrassandclover;fescue,orchardgrass,andclover;fescuealone;flint hills grass;nativerangegrass;foragesorghum;orchardgrassandclover;oats,rye, andryegrass;millet orcoastalbermudagrass;andbermudagrass-cloverandsudangrasshadlower flavorratings.Supplementingcattlewith grainduringpasturefeedingwill diluteouttheseeffectsor feedingcattlefor 90 to 100dayson grain-baseddietsprior to slaughterwill reducethe negativeflavor effectsof thesegrasses.

Theeffectsof nutrition on lambquality arevery similar asdiscussedfor beef.As lambsare ruminants,feedinggrain-baseddiets hassimilar effectsas thosediscussed for beef. However, feedinghigh-concentrate diets to lambsprior toslaughter is not as commona practice as in beef. Lamb can be slaughtereddirectly afterbeingfed forageor grass-baseddiets.As long aslambsarefed to afat-constantendpoint, differences in tendernessarenot generally reported. Themost significant impact of feeding lamb or beef on forage-baseddiets is thepotentialfor off-flavors derivedfrom forage-basedcompounds.

Feedingof dietary supplementssuchas vitamins hasbeenshown to affectmeatquality. Feeding of vitamin E hasbeenshown to improve color stabilityand extendshelf-life of beef. Vitamin E is fat-soluble and is deposited in cellmembranesandadiposecells.It is a strongantioxidantandmost likely workstocontrol lipid oxidation and color deterioration throughits antioxidantfunction(FaustmanandWang,2000).

3.4.2 Dietary effects in porkIn pork production,the useof high energy grain diets (soy beanand corn) isstandard, themaineffectsof diet on porkquality arerelatedto thelysinelevel inthediet or the level and/orquality of the fat (fatty acid composition) in thediet.TheNPPCconducteda studywith six pork genotypesthatwerefed oneof fourdietsdiffering in lysinelevel (1.25,1.1,0.95and0.8%lysine).Hogsfed thedietcontaining the lowest lysine level hadhigher overall carcassfatnessandhigherintramuscular fat content. So diet could affect marbling level, but at thedetriment of decreasing carcassleanness. Theincreasedlevel of marbling wouldmostlikely not offset the increasedproduction andcarcassyield costassociatedwith decreasingcarcassleanness.

Altering the fatty acid composition of the diet in non-ruminantsinfluencesthe final fatty acidcomposition of theanimal’s fat. In ruminants,themicroflorabiohydrogenate unsaturatedfatty acids and it is more difficult to modify beefand lamb fatty acid composition by dietary meansunlessrumen-protectedfatsare fed. St. Johnet al. (1987) fed growing pigs a high-oleatediet and foundhigher muscle and adipose tissue oleate levels. However, meat flavor andpalatability were altered. High-oleic cookedLongissimus chopswere juicier,hadhighertendernessscores,andflavor wassimilar to chopsfrom traditionallyfed hogs(St. Johnet al., 1987).The higherunsaturatedfatty acid compositionfoundin themeatfrom animals fed thehigh-oleic sunflower containing diet was

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softer, oilier andwould beconsidereda visual quality defect.While fat flavor isdependenton thecompositionor fatty acid profile of thefat, slight alterationsinthe fatty acid profile may not significantly affect flavor. The sourceof the fatmay also affect cooked pork quality. When pigs were fed canola oil, thesubsequentmeathad more off-fl avor, lower quality scores,and lower overallpalatability ratings thanmeat from pigsfedeitheranormalswineration,animal-fat-, safflower oil-, or sunflower oil-baseddiets.While alteringthe fat source inthe diet canaffect the fatty acid profile in the subsequentmeat, the decreaseinthe fatty acids associated with increasinghuman serum cholesterol levels isminimal andmost likely would not affect the overall healthof consumers.

3.5 Rearing and meat quality

The rearing or housingof animalsprior to slaughtercan affect meat quality.Theseeffectsaremainly dueto the lack of stressor the level of stressinflictedon the animal due to the rearing environment. If animals are housed inconditions that result in lower ratesof gain thenanimalsmay be slightly olderandmay not havethesamelevel of fatnessastheir counterpartsreared in moredesirableconditions.Free-rangeanimalsalsohavethe potential to haveaccessto a highervariety of feedstuffs prior to slaughterthat may affect the flavor ofthesubsequentmeat.For example, rangefed hogswould haveaccessto foragesduring some partsof the year that may result in off-fl avorsin their meat (seepreviousdiscussion), but thiseffectwouldbeseasonalandbasedonwhattypeofforages were available. In general, confinement feeding has minimal to noeffects on meat quality. If animals are over-crowded, there may be limi tedaccessto feedandwaterandanimals exhibit undesirable socialbehaviors suchas fighting, chewing and inability to rest properly. In thesesituations animalgrowth will beaffectedandthesubsequentmeatmaybelower in overall fatnessandmeat from theseanimals may havea higher incidenceof quality problemsrelated to stressduring slaughter.

3.6 Slaughtering and meat quality

The conversion of muscleto meat or the live animal to a carcasscan impactmeat quality. Rigor mortis, Latin for ‘stiffening after death’,is the processthatthemuscleproceedsthrough in orderto becomemeat.During thisprocess,stressinduced on the animal, either long- or short-term,will affect how rapidly theprocessof rigor mortis will proceed.

3.6.1 Long-term stresson meat qualityAnimals exposed to long-term pre-slaughter stresshave reduced glycogensuppliesat slaughter.Upononsetof rigor mortis,pH declinedoesnot proceedat

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a normalrate.Thesubstrate glucose,that is derivedfrom glycogen,is convertedto lactic acid. The build up of lactic acid is responsible for post-mortem pHdeclinein muscle.If post-mortempH decline doesnot proceednormallyandtheultimatepH is higherthannormal(greater than6.0), theresultant meatis darkerin color, hasa firm texture, hasa high water-holding capacity andhaslessdriplossandfreemoistureon themeatsurface. Themeatis definedasdark,firm anddry or DFD. When DFD meat is cooked, it is often described as being juicy,tenderandvery intensein flavor. Somedescribe the flavor asserumy,mustyorold. Additionally, due to the high pH, DFD meat will spoil more rapidly.Conditions that induce long-term stressare long transit times, exposure toextremesin temperature (hot or cold), extendedperiods without food, bullsexpressingsexual behavior, or improperhandlingprior to slaughter. It is obviousthatconditionsimposing long-termstressshould beavoidedin orderto improvequality.

3.6.2 Short-term stresseffects on meat qualityShort-termstressresultsin pale,soft andexudative meat(PSE).This meathasalower thannormal pH that resultsin meatthat is palein color anddoesnot havethe ability to hold water.During cooking, PSEmeatwill losea high amount ofmoisture and the resultantmeat will be drier, tougher and not as flavorful.Improper handling, roughhandling, mixing of pensduring transportation or atthe slaughter plant, poorly designedholding and handling facilities at theslaughter plant,andother conditionsthat induce stressjust immediatelyprior toslaughter canresult in PSEmeat. Whenanimalsbecomeexcited pre-slaughter,metabolism associated with the flight or fight mechanisms is increased. Bodytemperature increases and glycolytic metabolism is stimulated. Duringexsanguination, the blood supply is no longer able to help regulate bodytemperature and remove the products of anaerobic metabolism. As a resultincreased body temperaturein combination with rapid metabolism results in afasterthannormalpH declineandsomeprotein denaturationdueto higherbodytemperature. The combined effect of a lower pH and protein denaturationcontributeto the lower water-holding capacity of the meat.The higheramountof free-water providesa higher reflective surfacefor light so that the meat ispaler in color. The weakerprotein interactions result in softer, lessfirm meatthat also providesgreaterreflectancesurfacefor light contributing to the palercolor.TheNPPCdefinedvisualstandardsof PSEmeat in thehamandloin chopbecause final meatpH is a continuous variable that is difficult to categorize.UltimatepH shouldbe consideredan importantquality variableas it accountsfor short-term pre-slaughter stresseffects andthe subsequentvisual andeatingquality of the meat.

The RSE condition discussed previously in 3.3.4 is a result of higherglycogenlevels in meatprior to slaughter.During the conversion of muscletomeat,as thereis a higher amount of substrate for the conversionof glucosetolactic acid, the resultantmeathasa lower thannormalpH, but not aslow asin

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PSEmeat.TheRSEmeat doesnot havethepalecolor associatedwith PSEmeatand the RSE condition, in general, is not associated with pre-slaughter stress.Eliminationor minimizationof short-termpre-slaughterstressobviously affectspork quality. To improve overallpork quality andconsistency, managementandhandling practicesmustnot induce short-term pre-slaughterstress.

3.6.3 Stunning method effectson meat qualityThe type of stunning methodusedto immobilize animalsduring the slaughterprocesscanaffectmeat quality eitherthroughinducing short-term pre-slaughterstressor it can affect blood removalupon exsanguination. The most commonmethodsof stunning includeanapparatus that inducesa concussion, referredtoas concussive methods,the use of electricity to immobilize and concusstheanimal, or exposure to CO2 that results in an immobilizedstate.Cattlearemorecommonly immobilized using concussive stunning methods and hogs areimmobilized generally with electricity, but also CO2 stunningis usedin somecountries.Electrical stunningcanbeplacedon theheadonly, on theheadto theback or on the head to the brisket. With electrical stunning an epileptiformseizureis inducedsothat theanimalis insensible to pain. Therearetwo phasesof these seizures,tonic andclonic (Gregory, 1985).The induction andstrengthof the seizuresis dependenton the amount of current andthe areaof the brainthat thecurrentaffects.Hoenderken(1978)defineda minimumrequirementof acurrentof 1.25to 1.3A that is maintainedfor threesecondsusing a voltageof atleast 240V for electrical stunning. During electrical stunning, kicking canoccurduring the clonic phaseasthe brain’s inhibitory influenceon the spinalcord isreduced.This canresult in increased time for shackling, increasedworker risksand lesseffectiveexsanguination.

Pigsimmobilized with CO2 aremore relaxed(Channon et al., 2002).Useofhead-to-back or head-to-brisket stunning electrodeshas been considered themost humanecompared to head-to-head stunning as these methods inducecardiac fibrillation that resultsin cardiac arrestandthese pigsshowlesskicking(Wotton et al., 1992).With cardiac arrest, pigs will not regain consciousness.With head-to-headstunning, there are some incidenceswhere pigs regainconsciousness.A disadvantageof head-to-backelectrical stunning is that therecan be someincidence of broken vertebraeif too high a voltage is applied.Brokenvertebraearereducedby applyinghead-to-brisketstunning.

Carbon dioxide stunning has been shown to reduce the incidence ofecchymosis(Gregory,1985)andasanimalscanremainmotionlessfor up to 60seconds, kicking is reduced during shackling (Larsen, 1982). Worker safetytherefore is reduced with CO2 stunning. However,CO2 stunning in itself doesnot reducethe incidenceof PSE,but asanimalsstunnedwith CO2 havereducedstress, meatquality is betterthanwith electrical stunning(Barton-Gade,1993).Channon et al. (2002) found that hogs stunned with CO2 had higher pH thanhead-to-brisket and head-only stunned hogs in the 5th–6th thoracic after 40minutes,90 minutes,3 hoursand6 hours, but after24 hours,pH did not differ in

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meatfrom animals stunnedby the threemethods. Drip loss (%) washigher inmeatfrom animals stunned with head-to-brisketstunning and ecchymosiswaslower in animals stunnedusingCO2.

Hemoglobin content of meat is strongly influenced by conditionsimmediately prior to and during exsanguination at slaughter.Pre-slaughterstress, inadequate severing of the artery or vein used for exsanguination,extendedtime between stunning and exsanguination, and improper suspensionof the carcassduring exsanguination canrestrict the volume of blood removed.Whenhemoglobin contentis higher in muscletissuedueto improper bleeding,ecchymosiscanbeincreasedandmeatcanbedarkerredandtastemoremetallic.Properapplication of stunning andproper blood removalduring exsanguinationcan affect meatquality. Carein properly applying thesemethodsis needed toreducevariation in quality.

3.6.4 Electri cal stimulation effectson meat qualityThe useof electricalpulsesto useup energyreservesin meatis calledelectricalstimulation.Savellet al. (1978)showedthat by applyingelectricalstimulationtobeef carcasses, cold-induced toughening was reduced. They showed thatelectrically stimulatedbeef carcasseshad acceleratedpost-mortempH declineand longer sarcomeresthat resultedin more tendermeat.High or low voltageelectricalstimulationcanbe usedto reducevariation in beefquality. The majordifferencesbetweenlow-voltage and high-voltageelectrical stimulation is thatlow-voltageelectricalstimulationmustbeappliedearlyin thepost-mortemprocessand resultsin more gentlemusclecontractionswhen comparedto high-voltageelectricalstimulation.Additionally, with high-voltageelectricalstimulationtherecanbe sometearingat the molecularlevel in musclesthat arerigorouslyworkedthat provides additional tenderness improvements. Electrically stimulatedcarcassesalsohavebrightercherryredcolorat shorterchilling timespost-mortem.As rigor proceedsat a more rapid rate in electrically stimulatedbeef carcasses,ultimate pH is obtainedmore rapidly and post-mortemphysiological changesstabilize sooner. Some researchhas shown that electrically stimulated beefcarcasses have brighter cherry-red color and higher amounts of marbling.Carcasseswith low levelsof externalfat, usually lessthan0.64cm, chill rapidlyandtheresultantLongissimusmusclemayappeardarkerredalongtheexteriorrimof themeatandbelighter in color in thecenter.This conditionis calledheatring,but it is actuallyaresultof pH differencesin themuscledueto amorerapidchillingof theexteriorsurfaceof thecut comparedto thecenter.

Theexterior surfacewill havea higher pH that is a result of rapidchilling inleancarcasses.At cold temperatures,glycolysisproceedsat a reducedrateuntilit eventually is halted.In rapidly chilled muscle, glycolysis haltswhen thereisstill substrate, glucose, available for further pH decline, but the system toconvert glucose to lactic acid is not functioning. Therefore, ultimate pH ishigher.In thecenter of themuscle,rigor mortis continues at a morenormalrateandglycolysisis not limited dueto cold temperatures.TheultimatepH is lower.

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Electrical stimulation reducesor eliminatesthis effectby forcing themusclestowork anduseup ATP reserves,rigor mortis proceedsat a more rapid rateandultimate pH is more closely reachedbefore chilling can inhibit glycolysis andrigor mortis development.

Electrical stimulation hasnot commonly beenappliedto pork. As pork hasmore problemswith rapid ratesof post-mortem pH declinedue to short-termexcitement,electrical stimulation traditionally hasinducedhigherlevels of PSE.Researchis continuing on modifying electrical stimulation to address qualityproblemsin pork.

3.7 Other influenceson meat quality

Storage of meat can strongly affect quality positively and negatively. Thepositive effect of meat storageinfluencesmeat tenderness,also referredto asmeat ageing. During refrigerated post-mortem storage, meat tendernessimproves.The major factor responsible for post-mortemimprovementin meattendernessis degradation or proteolysis of muscle proteins. Proteolysis ofmuscle post-mortem has mainly contributed to sarcoplasmic Ca2+-dependentproteases,the calpains, and the level of their inhibitor, calpastatin. Thephysiological changes in post-mortem muscle have been associated withdegradationof Z-lines, troponin-T,titin, nebulinanddesminandtheappearanceof a 95,000daltonand30,000daltoncomponents.During post-mortemstorage,themajorimprovements in tendernessoccurwith thefirst 7 to 14days(Fig. 3.2),but degradation continues with increasedstorage, but at a slower rate. Thenegative effectof meatstorageonmeat quality is dueto microbial growthand/orlipid oxidation.Both of theseprocessesresult in endingthe shelf-life of meat.

3.8 Summary: ensuring consistencyin raw meat quality

Meat quality and consistency are important in ensuringconsumersatisfaction.Quality of meat is affectedby the genetic propensity of the animal, how theanimal is reared,and the nutritional status during production.Thesefactorsaffect the fat, lean and connective tissue component of meat and thereforeinfluence meat quality. Genetic differencesare being understood as geneticmarkers are being developedfor many major quality characteristics withinspecies. As the production segment selects animals to maximize quality,reduction in meatquality canbe obtained. However,theseanimals mustbe fedandrearedto maximizequality. Quality alsois stronglyinfluencedby conditionsat theslaughter plant.How animals arehandledpre-slaughter affectsthe rateofrigor mortis. The application of stunning and exsanguination methodsthatensure reducedanimal stressare importantto meat quality. The applicationofelectrical stimulation andhow the carcassis chilled influencethe rateof rigormortis andsubsequentmeat quality.

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3.9 Future trends

Quality asa meat industry issuewill continue. Providing consumers with highquality, consistent productis a key to the successof the meatindustry aswithany food entity. Today’s consumers demandconsistency and quality and theirdemandsaremet by othersegmentsof the food industry. Thoselivestock/meatproducers who can ensure consistentquality will be the viable playersof thefuture. To ensure consistency and quality, links between the productionsegments of the livestockindustry that havegeneticverification of animalsandthat then managetheseanimalsto maximize their geneticpropensity will beproducersof thefuture.Theseedstockandcommercial production segmentswilleither be vertically integratedor therewill be alliancesbetweenproducerstoform joint venturesto produce animalsof consistentquality, much like thelargepoultry companies in the United States.The slaughter and manufacturingsegments of the meat industry will havecontrol pointswithin their productionsegments to assuremeatquality andwill control theendproduct from slaughterto the final package for the consumer.

Technological advances to improve meat quality will be viewed asinterventionsto help control consistencyand quality. A fully integrated meatproduction system that assuresquality will haveeconomicbenefit andreturns.Products will bebrand-identified andcarry a quality reputation asa componentof marketing the product.

3.10 References

ABERLE E D, REEVES E S, JUDGE M D, HUNSLEY R E and PERRY T W (1981),‘Palatability and muscle characteristics of cattle with controlled weightgain. Time on a high energydiet’, J Anim Sci, 52, 757–763.

AMSA (1995), ‘Research Guidelines for Cookery, Sensory Evaluation andInstrumental Measurements of Fresh Meat’, American Meat ScienceAssociation and National Livestockand Meat Board, Chicago, IL.

BARTON-GADE P A (1990) Pork quality in genericimprovementprogrammes–the Danish experience. Proc. of the National Swine ImprovementFederation Annual Meeting.DesMoines,IA.

BARTON-GADE P A (1993), ‘Effect of stunning on pork quality and welfare:Danishexperience’, Allen D. Leman SwineConference, 20, 173–178.

BIDNER T D, SCHUPPA R, MOHAMAD A B, RUMOREN C, MONTGOMERY R E, BAGLEY

C P andMCMILL IN K W (1986), ‘Acceptabiltiy of beeffrom Angus-Herefordor Angus-Hereford-Brahmansteersfinishedon all-forageor a high-energydiet’, J Anim Sci, 62, 381–387.

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AMES R P, SMITH M T, TATUM J D, FIELD T G, SMITH G C, BARDNER B A,

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4.1 Introduction

The most common dietary problems in developed countries are due mainly toover-nutrition. The incidences of overweight, obesity and adult onset-diabetesare increasing steadily. Cancer is now the most common cause of death in manydeveloped countries. The most common cancers are breast, lung, bowel andprostate, which are virtually absent in some developing countries. However,even in our affluent society, we also see signs of nutritional inadequacies. Forinstance, in the UK nearly a half of females aged between 11 and 14 are notgetting enough iron in their diet, while more than a third are not getting enoughzinc (Gregoryet al., 2000). We are living in a society where both signs of over-and under-nutrition occur side by side. To correct for these nutritional paradoxeswe as consumers have to get the balance of nutrients, energy and physicalactivity right. The objective of this chapter is to highlight the nutritional role thatmeat can play in modern society.

The National Food Survey for 1999 (Ministry of Agriculture Fisheries andFood, 1999), included a special analysis on meat and meat productsconsumption in the UK. It stated that ‘meat, meat products . . . are importantcontributors to the intakes of many nutrients in the British diet’. Data from thissurvey showed that meat and meat products supply: energy 15%, protein 30%,fat 22% (saturated fatty acids (SFA) 22%, monounsaturated fatty acids (MUFA)27%, polyunsaturated fatty acids (PUFA) 15%), vitamin D 19%, B2 14%, B6

21%, B12 22%, vitamin A equivalents 20%, niacin 37%, zinc 30%, iron 14%.Meat has been a major part of the human diet for at least 2 million years.

Human genetic make-up and physical features have been adapted over 4.5million years for a diet containing meat. An example of this adaptation is our

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presentteethand jaw structure, which havedevelopedto becomeefficient atchewing and swallowing meat.Meat is a highly nutritious and versatilefood.Theprimary importance of meat asa food lies in the fact thatwhendigesteditsprotein is broken down releasing amino acids, these are assimilated andultimately usedfor therepairandgrowth of cells.Meat is a nutrient densefood,providing valuable amounts of many essentialmicronutrients. Meat suppliesfatty acids,vitamins,minerals,energyandwaterandis involvedin thesynthesisof protein, fat andmembranesin the body.

Traditionally, meatwas considered a highly nutritious food, highly valuedand associated with good health and prosperity. As such, western societiesgradually increased consumption with increasing affluence.The healthy imageof red meat gradually became eroded during the 1980s, when the lipidhypothesis focusedattention on the fat contributed from meat. The BritishGovernment’s Committeeon Medical Aspects of Food andNutrition (COMA)report on coronaryheart disease(CHD) in 1984 identified meat as a majorsourceof saturatedfat, contributing a quarterof UK intakes(COMA, 1984).Although the multifactorial natureof CHD risk is now widely acknowledged(British Nutrition Foundation,1996;COMA, 1994), thehealth imageof redmeatremainstarnisheddueto this negativeassociation. More recently,we haveseenthepublication of two reports on diet andcancer (World CancerResearchFund,1997; COMA, 1998). These reports associated red meat consumption withincreased incidence of certaincancers, in particular, colorectalcancer (CRC),despite the existence of conflicting evidence. Both of these reports issuedguidelineson the limit s of red meatoneshould consumeto reduce the risk ofdeveloping CRC, therebynegatively influencing the imageof red meat.

The 1990s also sawmajor publicity on non-nutritional issuesincluding animalhealth concernssuch as bovine spongiform encephalopathy (BSE) and morerecently the returnof foot andmouthdisease(FMD) to Britain. The last 25 yearshavebeenthemostturbulentregardingissues surrounding meat consumptionwithmuchof the publicity beingnegative thusplaying down meat’snutritional value.

The negative nutritional image that surroundsred meat is in some wayresponsible for the decreasein expenditure. In 1999,25.8%of expenditure onhomefood in GreatBritain wasspenton meatandmeat products (Ministry ofAgricultureFisheriesandFood, 1999).This is a significantdropcomparedwith32.1%in 1979.During this time period therehavebeenmajor changesin thetypeof meat thatpeoplearebuying in theUK. Expendituresonbeef, lamb,pork,baconand ham eachfell, whilst expenditure shares on poultry and on othermeatshasrisen.The major growth areain processedmeatsandmeat productshasbeenfrozenconvenience meatproducts, meat-based readymealsandothermeatproductssuchasChinese and Italian mealscontainingmeat(Ministry ofAgriculture FisheriesandFood,1999).Therearemany factors responsibleforthesechanges, the tarnishedimage of red meat being one such factor. Otherinfluencing factors include changesin lifestyle trendswhich sawthe drive forconveniencefoods and the resultantresponsiveness of the industry to this hasgreatly influencedthe changingmeatbuying habitsof consumers.

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4.2 Meat and cancer

Meat consumption has been implicated in many cancers,as being eitherprotectiveor causative,depending on the typeof cancer.Meatconsumption hasbeenshown to protectagainstcancersof thestomach (Hirayama,1990;Tuynsetal., 1992;Azevedoet al., 1999),liver andthe oesophagus(Zeigler et al., 1981;Tuynset al., 1987,Nakachiet al., 1988).Thesearethreeof thetop five cancersglobally. On theother handmeatconsumption hasbeenimplicatedasa causeofcolorectal(colon andrectal),breast andprostatecancer, with themainemphasisbeing on (CRC). CRC is the fourth most common cancerin the world, but inEurope and other Westerncountries it is second in terms of incidence andmortality (after lung cancer in menandbreastcancer in women)with 190,000new casesper year in Europe(Black et al., 1997; Bingham, 1996). There isstrong evidence from epidemiological studies showing that diet plays animportant role in most large bowel cancers,implying that it is a potentiallypreventable disease(Higginson, 1966; COMA, 1998) The precise dietarycomponentsthat influenceCRC risk havenot beenfully elucidated. However,epidemiological studies suggest that high intakes of fat, meat and alcoholincrease risk, whereas vegetables,cereals andnon-starchpolysaccharides, foundin fruit andmany other foods, decreasethe risk (Bingham, 1996).For manyofthese dietaryfactorstheevidenceis equivocal.In thecaseof meat,theevidenceis conflicting, early cross-sectional comparisons attributed much of theworldwide variation in CRC incidence to fat and animal protein consumption(Armstrongand Doll, 1975). In contrast, subsequent case-control and cohortstudies aremuch lessconsistent(Hill, 1999a).

Meat consumption andCRC becamea high-profile issueduring 1997–1998with theglobal launch of theWorld CancerResearchFund(1997)report,timedto coincide with the publication of the British COMA report, both on diet andcancer. The WCRF report was particularly negativetowards red meat,whichfuelled the launch publicity. This stimulated severalcritical appraisals of thereport, all challenging the conclusionsregarding meat (Hil l, 1999b). Thescientific evidenceis not sufficiently robust to recommenda maximumof 80g/day red meat as pronounced by the WCRF and the initial announcementbyCOMA for a similar recommendation was subsequently revised.Most of thedatashowinganassociation between meatconsumption andCRCareAmerican,whereasseveralstudiesconductedoutsidetheUS (manyin Europe)haveshownno such relationship (Hill, 1999a). On final publication, COMA (1998)reassuredUK consumers that averageconsumption levels (90g/dayof cookedredmeat)wereacceptable.COMA suggeststhathigh consumers, lessthan15%of the UK population, eating above140g/daymight benefit from a reduction.Equally important, this report acknowledged that meat and meat productsremain a valuable sourceof a number of nutrientsincluding iron and that formany amoderateintakemakesanimportantcontributionto micronutrientstatus.The potential effect on iron statusof further reductionsto redmeat intakeswassubsequently investigated,asrecommendedwithin theCOMA report.Giventhat

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a 50% reduction in intake would result in a third of women having low ironintakes (below 8 mg/d), the appropriateness of public health messagesconcerning meatconsumption shouldbe carefully considered prior to reachingthe media(GibsonandAshwell, 2001).

Various componentsof meat (protein, iron, and heterocyclic amines)havebeensuspected of contributingto the development of CRC. Dietary protein isbroken down in the body to amino acids, which are further degradedtoammonia, which may havecancer-initiating effects.The human colon is alsorich in amidesandaminesthat aresubstratesfor bacterialnitrosation by nitricoxide(NO) to N-nitrosocompoundsthatarefoundin humanfaeces.Thereis noconclusive evidencethatproteinderivedcompoundscanincrease cancerrisk inhumans.It is hypothesised,but not yet established, that the intakeof iron frommeatandother iron-rich foodsmayincrease therisk of cancervia theproductionof free radicalsin the body. Heterocyclic aminesare formed by the Maillardreactionsthat involve amino acids,sugarsand creatine,during cooking. Theyareusually producedduringcooking at very high temperatureson thesurfaceofmeat,suchasfrying, grilling or barbecuing but they areminimal when meatissteamed, microwaved or marinated. The heterocyclic amines are knownmutagens in vitro andcarcinogensin rodents. The most abundant heterocyclicaminesproducedin meatis phenylimadazopyridine (PhIP), which is a relativelyweakcarcinogencomparedto otherheterocyclic aminessuchasIQ andMeIQ.The role of heterocyclic amines in causingCRC is not fully elucidated inhumans.

Truswell summarisedthe evidencein Hill (2000)andshowed that 20 out of30 case-control studies and 10 out of 14 prospective studies showed norelationship between meat intake and CRC with some of the results of theremaining studiesbeingconfusedandoneprospectivestudy showinganinversecorrelation between meat consumption and CRC risk (Hill, 2000). If meatconsumption wereassociatedwith increasedrisk for cancer, onewould expectmortality from cancerto be much lower amongvegetarians. In a recentmeta-analysis of five cohortstudies, results haveshown no significant differences inmortality from cancerin general, and more specifically mortality in stomach,breast,lung, prostateandcolorectal cancer between vegetariansandomnivores(Key et al., 1998, 1999). If red meat consumption were associated withincreasedrisk for CRC,onewould expect a decreasein theincidenceof CRCtooccurover time asa resultof decreasingmeatconsumption trends.During thepast30 years, redmeatconsumption in theUK hasdecreasedby approximately25%,while during the sametime the incidenceof CRC hasincreasedby about50% (Hill, 1999b). Similarly, if meat consumption were associatedwithincreased risk for CRC, one would expect the ratesof CRC to be higher incountries with high meat consumption and lower in countries with low meatconsumption. The Mediterraneancountrieseatmore red meatthanfor instancetheUK yet these countrieshavelower CRCrates(Hill, 2000).Suchparadoxicalevidenceis further evidencethat, at current levels,meatconsumption is not arisk factor for CRC incidence.

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Epidemiological associations between dietary components,specific foodsorfoodgroupsandchronic disease,suchascancer,canidentify risk factors,butaregenerally not sufficient to establishcauseandeffectrelationships. Findingsfromepidemiological studiesmust be combined with other typesof evidence(e.g.animal experiments, human clinical trials) before a persuasive causalrelationship can be established.CRC is multi-factorial; it is confounded bydiet, smoking, alcohol, physical activity, obesity, aspirin use,age and familyhistory. Thereareknown protectiveandcausativefactors.It is well known thatdaily consumption of vegetables and meat reducesthe risk of cancerat manysites,whereasdaily meatconsumption with lessfrequentvegetableconsumptionincreases risk (Hirayama,1986; Kohlmeier et al., 1995; Cox and Whichelow,1997).Evidencesuggests that it is the reducedintakesof the protective factorssuchasvegetablesandcereals that arethe main determinantsof CRCrisk withmeat beingcoincidentally related.

There is a need to assess the role of meat when consumed in normalquantities, by normal cooking methods, and within the context of a mixed,balanced,diet. The methodof cooking meatand the degreeof browning is ofparticular importance to this whole issue.A major effort by International MeatIndustry partners hasattempted to raiseawarenessof the complexitiesof meatpreparationandcooking habitsandhow these differ between countries.Dietaryassessmenttechniquesadoptedby nutrition scientistscurrently do not takefullaccount of the diversedifferencesbetweenmeatproducts world wide and theconsequent influencesthese may have on the body. For example, it is wellrecognized that meat is often cookedmore evenly through the musclewithinEurope,whereasit tendsto be ‘blackened’ on theoutside whilst remaining rareon the insidein North America.This maybeonereasonfor thegreater negativefindingsin Americanstudiesof therole of meatin CRC,compared to Europeanstudies. This hitherto unexplored facet of meat consumption may have far-reaching implications for interpretation of epidemiological dataandultimatelyfor public health recommendations. Certainmarinadesapplied to meatbeforecookingwill reducethequantity of potential carcinogenicmaterials present. Theapplication of knowledge in this area to the production of processed meatproducts with all the nutritional benefits and none of the potentially harmfulcomponentswould be progressive indeed.

In summary, it is important not only to examine the relationship betweenmeat consumption and CRC alone, but also meat preparation and cookingdifferencesin conjunction with protective factors, such as vegetables andcereals.At ameatanddiet workshop, it wasstated:‘It is time thatthemeat CRCstory was laid to rest, so that we can get back to recommendingthat youngwomenof childbearing ageeatmeat asa ready source of available iron’ (Hil l,2000). Nevertheless, it is sensibleto considerthat there must be an optimalrangefor meat intakesin order to ensure a balanceddiet is achieved, whilstoptimal weight is maintained.From this practicalperspectiveCOMA’s (1998)suggested intakerangeof 90–140gcookedmeat perday, is sensibleasa publichealth message.The overemphasison reducing meat however, rather than

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encouraging greater accompanyingplant food intakehasservedonly to confusethe public (Hill, 1999b). Evidence suggests that the risk of cancer will bereducedto a greater extentby increasingintakesof fruit andvegetablesthanbylowering meat intakes. Once again, the move towards pre-preparedmealsolutions providesan opportunity for manufacturersto developrecipeswith ahealthy balanceof meat and vegetable ingredientssuch that the nutritionalprofile of the dish is optimised.

4.3 Meat, fat content and disease

Regular consumption of red meat is associated, epidemiologicall y withincreased risk of coronaryheartdisease,dueto its fat composition. Converselya growing bankof evidenceis showingthata healthy diet that includes leanredmeatcanproducepositiveblood lipid changes(Wattset al., 1988;Scottet al.,1990; Davidson et al., 1999; Beauchesne-Rondeau et al., 1999). Bloodcholesterol levels are increased by inclusion of beef fat, not lean beef in anotherwise low-fat diet. Equal amountsof leanbeef,chicken,andfish addedtolow-fat, low-saturated-fat diets, similarly reduce plasmacholesterol and LDL-cholesterol levelsin hypercholesterolaemic andnormocholesterolaemicmenandwomen.

Meatis a sourceof arachidonic acid(20:4n-6), bothin thelean andvisible fatcomponents(Duo et al., 1998).Assumptions that the 20:4n-6content of meatwas responsible for increasingthrombotic tendenciesin Westernsocietiesaretoo simplistic. The presence of large amountsof linoleic acid (18:2n-6) incurrentdiets resultsin plasmaincreasesof linoleic andarachidonic acids only.However, in the absenceof linoleic acid, the long chain n-6 and n-3 PUFAspresent in lean meat can influence the plasma pool, increasing plasmaeicosatrienoic acid (20:3n-6), 20:4n-6, and eicosapentanoic acid (20:5n-3),and probably reducingthrombotic tendencies.It is the imbalanceof n-6: n-3PUFAsin the diet, brought aboutby excessive 18:2n-6 that causes high tissue20:4n-6 levels,soencouragingmetabolism to eicosanoids, (Sinclairet al., 1994;Mann et al., 1997).

Meatcontributesbetween one-third to half of theUK daily cholesterol intake,(Chizzolini et al., 1999;British Nutrition Foundation, 1999).Meat’scholesterolcontentis, for consumers,anothernegative influence on meat’shealth image,althoughit is nowacceptedthatdietaryintakeof cholesterolhaslitt le bearingonplasma cholesterol. A review of the cholesterol content of meat indicatessurprisingly that levels of cholesterol are generally not higher in fatty meatormeatproducts. The cholesterolcontentof a meat is related to the number ofmusclefibres so tendsto be higher the morered the muscle.

Twenty years ago red meat and meat products were identified as majorcontributorsto fat intakein theUK. Most of thevisible (subcutaneous)fat in themeat was consumed. In the early 1980sthe red meat industry beganto shiftproduction systems to favour less fat, reflecting more energyefficient animal

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husbandry. For many years now therehasbeenemphasis on reducing the fatcontent of our diets and this continued consumerdemandfor less fat, furtherpromptedthe meatindustryto considerways to reducethe fat contentof meat.The fat contentof the carcasshas reducedin Britain by over 30% for pork,making British porkvirtually theleanestin theworld, 15%for beef, and10%forlamb, with further reductions anticipatedfor beefandlamb over the next 5–10years.The fat contentof fully trimmedlamb,beefandpork is now 8%, 5% and4% respectively (Chanet al., 1995).

Theseachievementsare due to three factors: selectivebreedingand feedingpractices designedto increasethe carcasslean to fat ratio; official carcassclassificationsystemsdesignedto favour leanerproduction;andmodernbutcherytechniques(seamingout wholemuscles,andtrimming awayall intermuscularfat.It is easierto appreciatethe processandextentof fat reductionby looking at thechangesover time for a single cut of meatsuchas a pork chop (Fig. 4.1). Thereductionin fat for pig meatis well illustratedby the trenddownwardsin P2 fatdepthfrom the 1970sto the 1990s(P2 is fat depthat the positionof the last rib)(Fig. 4.2). Since1992it hasremainedstableat around11mm.

Although updated compositional figures for British meat were publishedfrom 1986onwards (Royal Societyof Chemistry, 1986;1993; 1996; Meat and

Sourcesof data: McCance and Widdowson (1940, 1960, 1978); Royal Society ofChemistry(1995);MLC/RSC report to MAFF (1990).

Fig. 4.1 Pork loin – changein fat contentof pork loin for 100gof raw edible tissue.Adaptedfrom Higgs andPratt,1998.

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Livestock Commission andRoyal Society of Chemistry, 1990),it is only sinceupdatedsupplementsto the McCance andWiddowsontableswerepublishedin1995 (Chanet al., 1995, 1996), that the achievementof the meat industry inreducing the fat content of meat has been more widely acknowledged(DepartmentOf Health,1994a;ScottishOffice, 1996; Higgs,2000).

A fat audit for the UK, commissioned by the Government’s Ministry ofAgriculture,FisheriesandFood to traceall fat in thehuman food chainprovidesa more accurate picture than National Food Survey (NFS) (Ministry ofAgriculture, Fisheries and Food, 1981–1999) data for identifying principalsourcesof fat in thediet, between 1982–1992 (Ulbricht, 1995).It illustrates thatwhereas thefat contributedby redmeatreducedby nearly a third, that from fatsand oils as a group increasedby a third to contribute nearly half of our fatintakes(Fig. 4.3). This striking picture is lost in NFS datasincevegetable fats(in particular) areconsumedwithin a broadrangeof endproducts– from chips(so hidden within the vegetables section) to meat products (so artificiallyinflating the apparent fat contributedby meat).

The fat content of meat productscan vary considerably,dependenton theproportionof leanandfat presentandthe amountof addednon-meatfat (Higgsand Pratt, 1998). Traditional types such as sausages,pastry-coveredpies andsalamiarehigh in fat (up to 50%) but modernproductsincludereadymealsandpreparedmeatsthat canbe low in fat (5%). The trenddownwardsin fat for redmeatis reflectedin thereducedfat contentof a numberof meatproducts,suchashamsandsausages.Somereduced-fatmeatproductsarenow availablealthoughthe potentialfor productdevelopmentin this areahasnot beenfully exploited.

4.4 Fatty acids in meat

The fatty acid compositionof food, including meat, has becomeincreasinglyimportant in recent years,becauseof concernswith the effects they have on

Fig. 4.2 AverageP2 fat depthof British slaughterpigs 1972–95.Source:MLC (1990).

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human health. Fatty acids play a role in many conditions such as CHD, cancer,obesity, diabetes and arthritis. These roles can be protective, causative, orrelatively neutral, depending on the disease, the fatty acid, and the opposingeffects of other dietary components. Current dietary advice emphasises balancingthe intake of the different fatty acids. The Department of Health (COMA, 1994)has recommended a reduction in the intake of saturated fat and an increase in theintake of unsaturated fat. Within the unsaturated fatty acids it is recommended toincrease the omega-3 (n-3) PUFAs relative to the omega-6 (n-6) PUFAs.

4.4.1 Saturated fatty acidsProbably the main misconception about meat fat is that it is assumed to betotally saturated. Meat contains a mixture of fatty acids both saturated andunsaturated and the amount of saturated fat in meat has been reduced in recentyears. Nowadays, less than half the fat in pork and beef and 51% of the fat inlamb is saturated. The saturated fat contributed to the diet from red meat andmeat products has gradually fallen from 24% in 1979 to 19.6% in 1999. Carcass

Fig. 4.3 Total fat availablefor consumption(UK) from different food sources.Adaptedfrom: Ulbricht 1995fat in the food chain.

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meatsnow provide 6.7% of total saturatedfat intake (Ministry Of AgricultureFisheriesAnd Food,1981). In reality eventhis figure is an overestimate,sincethere is a disproportionate wastage in terms of trimming, cooking losses andplatewaste (Leedset al., 1997).

The predominant saturatedfatty acids in meat are stearicacid (C18:0) andpalmitic acid(C16:0). In general terms,saturatedfatsareknownasthe‘bad’ fatsasthey tendto raiseblood cholesterolandcauseatherosclerosis.However, notall saturatedfats are equal in their effectson blood cholesterol. For instance,stearicacid doesnot appearto raiseblood cholesterol(Bonanome andGrundy,1988)or other thrombotic risk factors(Kelly et al., 1999,2001).Stearic acidis aprominentsaturatedfat in meat,for example, it accountsfor approximately one-third of the saturated fat in beef. Similarly, palmitic acid, another majorsaturatedfat in meatdoesnot consistently raiseblood lipids. On theother hand,myristic acid (C14:0) is the most atherogenic fatty acid, it hasfour times thecholesterol-raising potential of palmitic acid (Ulbricht and Southgate, 1991).Myristic acid is found only in minor quantities in meat.

4.4.2 Monounsaturated fatty acidsMeat containsa mixture of unsaturated fatty acids, polyunsaturated fatty acidsand monounsaturated fatty acids (MUFAs). MUFAs are the dominantunsaturated fatty acid in meat and they account for approximately 40% of thetotal fat in meat.It is a neglectedfact thatmeatandmeatproductsarethemaincontributorsto MUFAs in theBritish diet, supplying 27%of total MUFA intake(Ministry Of Agriculture Fisheries And Food, 1999). MUFAs areconsidered tobeneutral with respect to bloodcholesterollevels. The principal MUFA in meatis oleic acid (cis C18:1n-9), which is also found in olive oil and is associatedwith the healthyMediterraneandiet.

4.4.3 Polyunsaturated fatty acidsThe PUFAs have a structural role as they are found in the membranephospholipids andtheyarealsoinvolved in eicosanoid synthesis.Therearetwotypesof polyunsaturatedfatty acids, the omega-3(n-3) andthe omega-6(n-6).Meatandmeatproducts,supply 17%n-6 and19%n-3 PUFA intake(Gregoryetal., 1990). Linoleic acid (C18:2 n-6) and �-linolenic acid (C18:3n-3) areessential fatty acids as we cannot synthesise them ourselves, so we aredependent on diet to provide them.In the body these arefurther elongatedanddesaturated to longer chain derivatives, arachidonic acid (C20:4n-6),docosapentaenoic acid (C22:5n-6), eicosapentaenoic acid (C20:5n-3) anddocosahexaenoicacid (C22:6n-3). Thesearefound in usefulquantities in meat.Overthepast30 years therehasbeena majorshift in theintakesof thedifferentfatty acids,thesaturatedfatsbeingreplacedby theunsaturatedfats.The increasein theunsaturatedfatty acidswasmainly dueto anincrease in n-6 fatty acidsasa consequenceof replacing vegetable oils for animal fat. Today, the usual

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Westerndiet contains10 to 20 times moren-6 thann-3.For instance, in theUK,the n-6 PUFA intake is now responsible for 87.5% of total PUFA intake, theremainderbeingthen-3 PUFAs. However, evidencenow indicatesthat it is then-3 PUFAs which are cardioprotective, in particular, the very long chain n-3PUFAs, eicosapentaenoicacid (C20:5n-3) and docosahexaenoicacid (C22:6n-3). The GISSI trial showed that 1g of eicosapentaenoic acid (C20:5n-3) anddocosahexaenoicacid(C22:6n-3)daily reducedcoronaryheart diseasedeathsby20% (GISSI, 1999).The exactmechanism for this effect is not clear but theymayreducebloodcholesterol.Otherbeneficial effectsof thevery long chainn-3PUFAs include anti -inf lammatory and anti -tumourigenic properties.Docosahexaenoicacid (C22:6n-3)also plays a role in neuronaldevelopment,cognitive function and visual acuity. It appears that newbornbabieshave areduced ability to make the longer chain derivatives anddocosahexaenoic acid(C22:6n-3) is anessentialfatty acid for thenewborn.Meatandfish aretheonlysignificant sourcesof preformed very long chain n-3 PUFAs in the diet. Thechief sourcesof n-3PUFAsareoily fish andfish oils, however,only one-third oftheUK populationconsumeoily fish weekly. Not sosurprisingthenin theUK,meat andmeat productssupply moren-3PUFAs(19%)thanfish andfish dishes,(14%) (Gregory et al., 1990).In a reporton n-3 fatty acidstheBritish NutritionFoundationsummarisedthis fact with thefollowingstatement ‘red meat is likelyto rival fish asa source of n-3 PUFAsin many peoplesdiet’ (British NutritionFoundation, 1999).

Animals can convert �-linolenic acid to 20- and 22-carbonn-3 PUFAsbutplants cannot,hence, thereareno long chainPUFAsin vegandiets.Diets thatexcludemeatand fish, suchasvegetariandiets,arepractically devoid of verylong chainn-3 PUFAs. Vegansrely solely on the endogenoussynthesis of verylong chainn-3 PUFA from �-linolenicacid.This fact is verified by studies thathaveshown that vegetarianshavelower n-3 PUFA intake than their omnivorecounterparts.This imbalancemayhavenutritional consequences for vegansandvegetarians.For instance, results from a recent observationstudy showed thatthe n-3:n-6 ratio in plasmaphospholipids was significantly lower among ovo-lactovegetarians and vegans compared with meat eaters and this may beresponsiblefor an increased platelet aggregationtendencyamongvegetarians,which is a risk factor for cardiovasculardisease,(Li et al., 1999).

Meat is alreadya valuable sourceof n-3 PUFAsamong omnivores,thusanyfurther increase in then-3 PUFA contentof meatwill make useful contributionsto their overall intakes. Nowadays, researchersare looking at waysto enhancethe n-3 PUFA contentof meat. Feedingtrials of cattle, pigs and sheephaveshown dietary modification to besuccessful in raisingn-3PUFAcontentof theirmeats.Then-3PUFAcontentof meat canbeenhancedby increasingtheamountof n-3 PUFAs in thediet of theanimal.For instance,grass is rich in �-linolenicacid (C18:3n-3)and grass-fed meat has a higher n-3 fatty acid content thangrain-fed meat (Enser et al., 1998). Similarly, experiments have shown thatincluding fish oil, marinealgae,oils andoilseeds,suchaslinseed, which arerichsources on n-3 PUFAs, in the animals’ diet can favourably enhance the n-3

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contentof theresultantmeat. Enhancing then-3 PUFA contentof meatis mucheasierto achievein monogastrics,suchaspigsandpoultry, thanin ruminants.Inthe rumen, the dietary unsaturated fatty acids are susceptible tobiohydrogenation. Biohydrogenation is a processthat occurs in the rumenwherethe dietary unsaturated fatty acidsarehydrogenatedby ruminant micro-organisms to more saturatedend products. Evidence indicates that someunsaturated fatty acids appear to be more resistantto biohydrogenation thanothers. Examples include the very long chain n-3 PUFAs. However moreresearch is required to clarify this issue.Researchers are looking at ways toovercome biohydrogenationin ruminants by protectingthe n-3 PUFA. Alteringthe fatty acid composition of meat can have negative impacts on the meatquality, its shelf-life, colour and flavour. Therefore animal scientists, foodtechnologists and nutritionists are looking at ways to improve the nutritionalquality of meat by enhancingits n-3 PUFA contentwithout causinganyadversesensory qualities or negativelyaffecting its shelf-life.

The Department of Health (1994a) has issued guidelines regarding therecommended intake of saturated and polyunsaturated fats. The currentrecommendation for the polyunsaturated:saturatedratio (P:S ratio) is about0.4.Porkhasa positive P:Sratio whereas theP:Sratio of lambandbeefis lower(Table 4.1), asa consequenceof biohydrogenation.The Department of Health(1994) has also issued an index regarding the ratio of n-6:n-3 PUFAs. Therecommendedvaluefor this ratio (n-6:n-3) is lessthan4. The n-6:n-3ratiosoftrimmed beef, lamb and pork are approximately 2.2, 1.3 and 7.5, respectively(Table 4.1). Therefore, both beef and lamb have acceptable n-6:n-3 ratioswhereas that for pork needsto be reduced, to reach acceptable values. Thereasonfor thehigh n-6:n-3ratio in pork, is dueto significant amountsof linoleicacid (C18:2 n-6) presentin its adiposetissue(Enser et al., 1996).In summary,researchersare focusing on ways of enhancing the n-3 PUFA content of meatandmeat products. However, when increasing then-3 fatty acidcompositionofruminant meatssuchasbeefandlamb,theyarefocusing on waysto increasetheP:S ratio whilst retaining the positive n-6:n-3 ratio. On the other hand, formonogastric meat, such as pork, the n-3 PUFA contentshould be increased,whilst maintaining its positive P:S ratio. Many of the results to date arepromising, for instance,beef and lamb liver from animalsraisedon grass areparticularly goodsourcesof n-3PUFAswith then-6:n-3being0.46 (Enseretal.,1998).Suchdatahighlights the potential for carcassmeatwith improved fattyacid composition as a highly acceptable and effective vehicle for providingoptimal fatty acid intake for the consumer.

4.4.4 Conjugated linoleic acid (CLA)Another emerging dietary benefit for meat, in particular, ruminant meat, isconjugated linoleic acid (CLA). CLA is a fatty acid that occursnaturally inruminant meatssuchasbeefand lamb. The acronymCLA is a collective termusedto describe a mixture of positional(7,9-; 8,10-;9,11-;10,12-or 11,13-) and

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geometrical (c,c-; c,t-; t,t- or t,c-) isomersof linoleic acid (9c,12c-18:2). CLAhasthe samechain lengthaslinoleic acid (18C),but in CLA the double bondsare conjugated. Conjugated double bonds are separated by only one singlecarbon bond.The c9-t11-18:2isomer(rumenic acid) is the predominantisomerof CLA (Krameretal., 1998).This isomerhasbeenshown to account for at least60% of total CLA in beef (Shanthaet al., 1994;O’Sheaet al., 1998).Factorsinfluencing the CLA contentof meat include the breed,age and diet of theanimal (O’Sheaet al, 1998; Mulvihill, 2001). As well as having a high n-3PUFA content, grassfed meat also has higher CLA content (Shanthaet al.,1994).Since,CLA is formedpredominately in the rumen,the CLA contentofruminant meat, beefandlamb, is much higherthannon-ruminant meat suchaspork, chickenandgame (Chin et al., 1992).The bestnatural dietary sourcesofCLA areruminant productssuchasbeefandlamb (Ma et al., 1999).Meat andmeat products supply approximately a quarter of dietary CLA in Germany(FritscheandSteinhart,1998).

CLA appears to havea variety of potential health benefits. It hasbeenshownto have tumour-reducing (Belury, 1995; Ip et al., 1991, 1994, 1999; Ip andScimeca, 1997) and atherosclerotic-reducing properties (Lee et al., 1994;Nicolosiet al., 1997;Gavinoet al., 2000).CLA mayalsoreduceadiposity (Parket al., 1997;Westet al., 1998)anddelaythe onsetof diabetes(Houseknechtetal., 1998). The different isomers of CLA appearto be responsible for itsdiffering biological effects.For instance, the c-9,t-11 isomermay play an anti-carcinogenicrole, while the t-10,c-12 isomerappears to play a role in reducingadiposity.Sofar, mostof theresearchwork demonstrating thehealthbenefitsofCLA hasbeenconducted in experimental animalsor cell culture models. Thejury is still out for its effect on human health. The American DieteticAssociationhasendorsedbeefandlambasfunctionalfoodsbecauseof theanti-tumourigenic properties of the CLA they contain (ADA, 1999). We are justbeginning to fully understand the effect(s)that CLA hason human healthandthe role that meat plays in its dietary provision. In a review, Mulvihill (2001)

Table 4.1 Fatty acid ratiosrelatedto healthynutrition

Sourceof meat Sample P:S n-6:n-3

Beef Muscle 0.11 2.11Beef Adiposetissue 0.05 2.30Beef Steak 0.07 2.22Lamb Muscle 0.15 1.32Lamb Adiposetissue 0.09 1.37Lamb Chop 0.09 1.28Pork Muscle 0.58 7.22Pork Adiposetissue 0.61 7.64Pork Chop 0.61 7.57

Valuesfor steaksandchopscalculatedfor whole cut aspurchased.Adaptedfrom Enseret al. (1996).

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raiseda numbera questions thatneedto beansweredto improve our knowledgeaboutCLA in meat.They include: howis CLA formedin therumen?Can thisberegulated?What CLA isomers are in meat?Can meatconsumption influenceCLA levels in the humanbody?

4.4.5 Trans fatty acidsTrans fatty acids raiseLDL cholesteroland decreaseHDL cholesterol. It isrecommended by the Departmentof Health (1991) that trans fatty acidscontribute lessthan2% of total energy.Ruminantmeatsarea sourceof transfatty acids,contributing around18%of total intakes.Theseareformedduringbiohydrogenationin the rumen.In the British diet the main sourceof transfatty acids arecereals andcereal productsandfat spreadswhich usepartiallyhydrogenated vegetableand fish oils in their products. Other significantsourcesinclude ruminant meatandmilk (Gregoryet al., 1990).It appearsfromthe analysisof 14 Europeancountries that the fat contentof meat doesnotcorrelatewith thepercentageof trans fatty acidcontent(Hulshof et al., 1999).Transfatshavebeenhighlightedascontributingto atherogenesis,althoughthehydrogenated fats from vegetablesourcesused in bakery goods and otherprocessedfoods appearto be more of a concernthan the natural trans fatsfound in ruminant meatsand milk fat (British Nutrition Foundation’sTaskForce,1995). After assessing the intake of trans fatty acids in 14 Europeancountries (TRANSFAIR study), the conclusion wasthat the currentintakeofTFA in mostWestern Europeancountriesincluding theUnitedKingdom doesnot appear to be a reasonfor major concern(Hulshof et al., 1999; van deVijver et al., 2000). In fact, the TRANSFAIR study,showedthat intakesoftrans fatty acids did not influence LDL and HDL cholesterol and a weakinverseassociationwasfound in total serumcholesterol(van de Vijver et al.,2000). In the USA, there is a much greater relianceon processed foods, theconsequenthigher intakes (6% dietary energy)of non-ruminant trans fattyacidsarecausingsomeconcern.

4.4.7 CholesterolMuch researchhaslookedat theeffect that individual fatty acidshaveon bloodcholesterol rather than the mixture that we digest. It is now obvious that weshouldbe looking at the effect that diet asa whole hason blood cholesterol. Inthe United States, the National Cholesterol Education Program (NCEP)recommendsdietary guidelines for people with hypercholesterolaemia (raisedblood cholesterol). The NCEPdietary guidelinesarea first-line therapyfor themanagement of high blood cholesterol. A recentstudy comparedthe effect ofincluding leanred meat (beef,veal andpork) andleanwhite meat(poultry andfish) in the NCEP diet, on blood cholesterol of people with hyper-cholesterolaemia (Davidsonet al., 1999).This study showedthat the inclusionof approximately170gleanredmeat perday,five to seventimesperweekin the

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NCEPdiet wasaseffectiveasleanwhite meatin reducing both total andLDLcholesterolwhile simultaneouslyraisingHDL cholesterol. Thusthe inclusionoflean red meatin sucha diet hada positive impacton blood cholesterol levels.Theauthorsalso indicatedthatthestudy participantswhoconsumedtheleanredmeat weremore likely to follow their dietary regimenasthey hada wider foodchoice than those on the white meat diet. This study not only highlights thenutritional valueof redmeatin suchadiet but alsothepracticalvalue,asno dietcanpossibly work unlessit is adhered to!

An earlier studyconducted in the United Kingdom, showedsimilar results,where mildly hypercholesterolaemic men ate 180g of lean meatevery day, aquantity we would considerhigh today.This diet waslow fat, low saturated fatand high in PUFA and it proved to be effective in lowering total and LDLcholesterol(Watts et al., 1988). In Canada,a study was conducted comparingthe effects of lipid-lowering diets containinglean beef, poultry (without skin)andleanfish on plasmacholesterol levelsin menwith raisedbloodcholesterol.The results indicatedthat when comparedto the usualdiet, the lean beef andpoultry diets significantly reduced both total cholesterol and LDL (‘bad’)cholesterolin menwith raisedbloodcholesterol.Whereas, in thefish-containingdiet, only total cholesterollevels fell significantly when comparedto the usualdiet (Beauchesne-Rondeauet al., 1999). There is now a wealth of studiesshowing similar results (Scott et al, 1990; Mann et al, 1997; Davidson et al.,1999),which arenot that surprising, asleanred meat is low in fat, low in SFAand containsa mixture of beneficial unsaturated fatty acids,such as linoleicacid, n-3 PUFAs,MUFAs andCLA.

4.5 Protein in meat

Protein is the basic building material for making cells and its adequateintakecanbeof particular benefitfor thosegrowing or in adultswheremuscle tissueisbeing rebuilt, suchasathletesor those recuperating postsurgery. Meat is a goodsource of protein and it contains all the essentialamino acids. In the UnitedKingdom, meat and meat products supply 30% of dietary protein intakes(Ministry Of AgricultureFisheriesAnd Food,1999).Emphasison a prudent dietfor health that recommendedjust 11E% (National Advisory Committee OnNutrition Education,1983) from protein has led us to underplay the potentialrole of high protein foodsin the diet. Recentinterest in the useof high proteindiets(25E%) for weightreduction haveutili sedthehighersatiatingpropertiesofprotein, important for dietary compliance, and achievedsignificantly moreweight lossover a six monthsdietary intervention compared to lower (12E%)protein. Theseresults were achievedwithout adverseeffects on renal function(Skov et al., 1999a,b).

Meat protein hasa higherbiological valuethanplant protein assomeof theamino acids are limi ting in plant protein. For example, lysine is the limitingaminoacidin wheat,tryptophanis thelimit ing aminoacidin maizeandsulphur-

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containing aminoacidsarelimiting in soyabean. It is necessaryfor vegansandvegetarians to eat a wide variety of vegetable protein foods to provide thenecessary amountsof eachaminoacid. Meat is a rich source of taurine. Taurineis consideredto beanessential aminoacid for newborns, astheyseemto havealimit ed ability to synthesise it. Taurine concentrations in the breastmilk ofveganswere shown to be considerably lower than in omnivores (Rana andSaunders, 1986).The significanceof this finding is unknown.

4.6 Meat as a ‘functio nal’ food

Typical Western omnivorous diets over the last 40 yearshavebeenrelativelyhigh in protein andfat with insufficientdietaryfibre, fruit andvegetables.Meatintake is by definition the key differencebetween vegetarian and omnivorousdiets,thuscomparative studieshavetendedto exaggeratethehealth benefitsof avegetarian diet soreinforcing a negativehealthimagefor meat. It haslong beenrecognised (Burr, 1988) that although vegetarianism seemsto confer someprotection againstheartdisease, it is not clear if this is dueto abstinencefrommeator high consumption of vegetables.Meat intakehasprovideda markerfora generally ‘unhealthy’ diet, in the past(AmericanDietetic Association,1993;COMA, 1991;Sanders andReddy,1994;Thorogood et al., 1994).Furthermore,vegetarianshavetendedto be more healthconscious, they traditionally smokeless,consumelessalcohol, tea,andcoffee,andtendto exercisemore,thustheirgoodhealth could be attributed to any or a combination of thesehabits.CHDandcancer aremultifactorial,diet is onefactorplaying a role in theseconditions,but diet aloneis a very broadterm,becausewithin diet thereareprotective andcausative factors.Comparing current omnivorous and vegetarian diets showsthat the meatcontent of the former is not responsiblefor its higher fat content.Australian researchhas shown that when the meat component was removedfrom an omnivore diet, the remaining part of the diet was still significantlyhigherin total fat, saturated fat andcholesterolthana vegetarian diet (Li et al.,1999).This suggeststhat the overall diet ratherthanthe meatis responsibleforthesediet characteristics.

Thesignificanceof meatto nutrientintakedependson theimportancegiventomeatin anindividual’s,or society’sdietandculture.With a limited rangeof foodsavailablein primitive societiesthroughouthistory,meatprovideda concentratedsourceof a wide range of nutrients (Davidsonand Passmore,1969; Sanders,1999). Consideringthe diet of modern man, where meat is excludedwithintraditional vegetariancultures,the nutrientsit providescan be suppliedfrom acombinationof otherfoodsandthis appearsat leastadequate,providedthediet isnot too restrictiveanddependenton nutritionally inferior staplessuchasmaizeorcassava(Sanders,1999). With the rangeand abundanceof foods available todevelopedsocietiestoday,thenutritionalsignificanceof anyonefood is reduced.

Traditionally, the vegetarianwas likely to consumea wider rangeof foodsthan the meat eater.Consequentlyvegetariansin Europeand North America

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historically had similar energy intakes to meat eatersand greaterintakesofvitamins B1, C, E, folic acid,�-carotene,potassiumandfibre (Sanders, 1999).Nowadays vegetarianismcannotbe assumed to providea favourable fatty acidintake. Comparative studiesof vegetarian and omnivorous children surveyedfrom 9 to 17 years found that saturatedfat intakes were no lower in thevegetarianchildren (Nathanet al., 1994,1997; Burgess et al, 2001).Therewasnosignificant differencebetweenenergyintakesandthepercentageenergy fromfat, or saturated fat intakesbetween vegetarian and omnivore adolescentsinNorth WestEngland (Burgesset al., 2001).Vegetarianwomenhavelower zincintakesandstatusthantheir omnivorecounterparts(Ball andAckland,2000).Arecent study in Australia showed vegetarianshad a lower intake of beneficialvery long chain n-3 PUFAs (Li et al., 1999). A study comparing meat eaterswith vegetarians has shown that plasmahomocysteine,an independent riskfactor for heart disease, among vegetarians was significantly higher than theiromnivore counterparts,and this was correlated with a lower intake of vitaminB12 amongthevegetarians (Mannet al., 1999;Krajcovicova-Kudlackovaet al.,2000;Mann2001b). Veganshavesignificantly lower intakesof protein,vitaminD, calcium, and selenium but no difference in energy and iron intakes toomnivores and the vegans have significantly lower vitamin B12 bloodconcentration (LarssonandJohansson,2001).

Modern eating habitsarecontributing to erosion of the traditionalvegetariandiet in developedcountriesasthereis now a greater dependenceon vegetarianconvenience foods, coinciding with increasedavailability and choice. Whilstvegetarianconvenience foodsmayappear attractive in termsof healthaswell asfor easeandspeedof preparation, theyarenot necessarily of superior nutritionalvaluecompared to meat containingequivalents.Thereis widevariationin thefatcontent of vegetarian products, ranging from 2% to 58%, with nearly a thirdsupplying more than50% of their energyfrom fat (Reid andHackett, 2001).

Excluding meat whilst paying li ttle attention to selecting appropriatealternativefood combinations to ensure adequate nutrientsaresupplied is causefor concern, especially in childrenandadolescents.Today’sbusylifestylesgiverise to more erratic dietary practices making it easierto obtain all nutrientsrequiredfor healthby includingmeatasa componentof thediet.Thetime spentplanning and preparingmeals is minimal and an increasing proportionof ourdaily food intakeis consumedoutside thehome,assnacksandquickmeals. NFSdata suggestthat in 1998, 28% of total expenditure on food and drink wasoutside the home (MAFF, 1999). Data on the dietary intakesand nutritionalstatus of youngpeople aged4–18yearsin the UK showthat energy intakesofyoung people are now approximately 20% below estimated averagerequirements(EAR) for age.Growthpatternssuggest suchintakesareadequateandmerely reflect the corresponding lower activity levelsof youngsters today,which in itself is a concern. Reducedenergy intakesmust increase theemphasison a morenutrient densediet, particularly in growing children.The surveyhasrecorded intakesof iron, zinc and copperbelow the RNI particularly in oldergirls (Gregoryet al., 2000).It is possible that the recordedlower meatintakes

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are partly responsible for this. The decision to becomevegetarian should beaccompanied by adequate nutritional information and education. Despitepopular opinion, vegetarianism per se does not guarantee a nutritionallyadequate diet. Conversely, using meatasa significantprotein source in the dietprovides a concentrated nutrient supplement, thus ensuring the diet isnutritionally adequate (Department Of Health, 1994; Mill ward, 1999). Thepotentialfor producing nutritionally superior,convenienceproducts, thatincludemeat as a functional ingredient, is enormousand deservesmore thoroughexploitation.

4.6.1 Meat and paleolithic dietsHumansareomnivores.Evidencesuchasdentition, gut structureandecosystem,enzymic rangeand adaptability and our dependenceon both plant and animalsourcesfor our essentialnutrientsareall supportive of this issue.We beginlifeas omnivores, because as babies in utero, all the nutrientswe receiveare ofanimalorigin. During theIceAge, plantscouldnotgrowthusmanhadto dependon meatashis main source of nutrition. There is muchhistorical evidenceanddatafrom carbon isotopes, gut morphology, brain size, cranio-dental features,tools,weaponsandrockartdepictionof huntingall tracetheevolutionof manasan omnivore (Mann,2001a). Thereis considerableweight to the argument thatour brainsevolvedbecausewe could eata variety of foods including meat.

As we begin the new Millennium, someexperts are looking at the diet ofPaleolithic (stone-age) man in a searchfor ways to reduce the incidences of‘modern’ diseases suchasobesity, cancerandcoronary heart disease. Researchfrom hunter-gatherersocieties has indicated that thesepeople were relativelyfreeof manyof thechronic anddegenerative diseasesthat plagueus today, thisis in part, attributable to the different dietary practices.Investigation of thedietary habits of modern hunter-gatherer societies, as an approximation ofPaleolithic practices, hasshown a high relianceon animalfoodscomparedwithplant foods for basic energy requirements(Cordain et al., 2000). It hasbeenestimatedthatthehunter-gatherersobtainedapproximately 45–65%of their totalenergyintake from meat, which was either huntedor fished (Cordain et al.,2000).It is only with the relatively recentrise in agriculture that humans havebegunto consumehigh levels of carbohydrates.This is now recognised as amajor contributor of ‘Westernlifestyle’ diseases.We havechanged from a diethigh in meat to a diet wheregrains and refined foods dominate.The hunter-gatherer diet was high in protein (19–35%E) and low in carbohydrate (22–40%E)whereas nowadaysthe oppositeprevails – lower in protein (15%E) andmuch higher in carbohydrates(55%E) (Cordain et al., 2000). The fatty acidprofiles of suchdietsmay havediffered with higher levelsof unsaturated fattyacidsin wild animals,compared to domesticatedfarm animals.

StudieshaveshownthatAustralianAborigineshaveshown significant healthimprovements, including a reduction in blood cholesterol levels, after returningto their natural diets– wherethereis a high relianceon animal foods(O’Dea,

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1991). Researchof macronutrient proportions in the diet of hunter-gathererpopulations show a clear relationship betweenhigh protein content and theevolution of insulin resistance, which offered a survival and reproductiveadvantage (Brand-Miller and Colagiuri, 1994). However, the advent ofagriculture and the rise of a diet higher in carbohydratehasmeantthat peoplewere unpreparedfor the high glycaemic load and this is responsible for thecurrent incidence of non-insulin dependent diabetesmellitus (Brand-Mil ler andColagiuri, 1994). However, we must also remember that humans are notcarnivores and thus we cannotexist on protein intakesabove35% energy forextendedperiodsof time. ‘A clear role for lean red meatin a healthybalanceddiet becomes evident as the diet history of our speciesis uncovered’ (Mann,2001a).

4.6.2 Meat and satietyThe prevalenceof obesityhasincreased dramatically in recentyears (NationalAudit Office, 2001). Satiety influences the frequency of meals and snacks,whereas,satiationinfluencesthesize of mealsandsnacks. Macronutrientshavediffering effectson satiety, protein is more satiating thancarbohydrates whichare more satiating than fat (Hill and Blundell, 1986; Barkeling et al., 1990;Stubbs, 1995).Theexactmechanismby which protein exertsits satiatingeffectis not known, but it may involve changes in the levels and patterns ofmetabol i tes and hormones (e.g. amino acids, glucose and insul in),cholecystokinin and amino acid precursors of the neurotransmitters serotonin,noreadenaline anddopamine. A meatcontaining mealwasshownto havemoresustainedsatiety thana vegetarian meal (Barkeling et al., 1990).Otherstudieshave shown that different meats have different satiating powers (Uhe et al.,1992).Thesedifferencesmayberelatedto differencesin aminoacidprofilesordigestibilities. More research on the effectsthat differentmeatshaveon satietywill prove invaluable in assessingwhetheror not meat can, in the future, bepromotedasa food that cannegatively curb the growing levelsof obesity.

4.7 Meat and micronutrients

4.7.1 Iron in meatIron deficiency(Schrimshaw, 1991)andiron deficiencyanaemia (Walker, 1998)remain the most common nutritional disorders in the world today. Irondeficiency is the only widespread nutrient deficiency occurring in bothdevelopedand developing countries. Iron deficiency affectsbetween20–50%of theworld’s population(BeardandStoltzfus,2001).Therearemany causes ofiron deficiency, including hook worm infestation, low iron intakes, lowbioavailability of dietary iron and increased demand due to physiologicalrequirements.The mostcommonresult of iron deficiency is anaemia.Some ofthe liabilities associated with iron deficiency and anaemia are defective

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psychomotor development in infants, impaired education performance inschoolchildren, adverseperinataloutcomein pregnancy and diminishedworkcapacity(Cook, 1999).All of theiron in ourbodycomesfrom ourdiet,andmeatis a rich dietary source.Concern aboutiron deficiencyis onenutritional reasonfor recommending eatingat leastsome meat(WHO, 1990;COMA, 1998).

Food iron can be classifiedas haemiron or non-haem iron. Haem iron isderived from haemoglobin and myoglobin and its chief food source is meat,whereas non-haemiron is derivedmainly from cereals, fruits and vegetables.Meat is distinctive as it contains both typesof iron, haem(50–60%) and non-haem.Our bodiesreadily absorb haemiron (20–30%) as it is not affectedbyotherdietary factors.Meatpositively influencesthebioavailability of non-haemiron. Bioavailability of iron refers to the proportion of ingestediron that isabsorbedand utilised by the body (O’Dell, 1989). Only two dietary factorsenhance non-haem iron bioavailability, they are vitamin C (Hallberg et al.,1989) and meat (Cook and Monsen, 1999; Taylor et al., 1986; Hazell et al.,1978; Kapsokefalouand Mill er, 1991, 1993, 1995; Mulvihil l and Morrissey,1998a,b; Mulvihil l et al., 1998). Absorption of non-haem iron from meat istypically 15–25%, comparedwith 1–7% from plant sources (Fairweather-Tait,1989).Thepresenceof meatin a meal enhancesthebioavailability of non-haemiron contained in the other foodspresent suchascereals, fruits andvegetables.

Theenhancing effect of meaton non-haemiron bioavailability is commonlyreferredto asthe‘meatfactor’. Theexactmechanismby which the‘meatfactor’works still remains unknown despite the fact that numerous efforts haveconcentratedon this topic. Research indicatesthat the mechanism of the ‘meatfactor’ may not be due solely to a single factor but due to a number ofcontributing factors which work together promoting non-haem ironbioavailability. These factors include the release of cysteine-rich smallmolecular weight peptides during the proteolysis of meat; the ability of thesepeptides to reduceferric iron to the more solubleferrousiron; the chelation ofsoluble non-haemiron by thesepeptides and the ability of meat to promotegastric acid secretionand gastrin releasebetter than other food components(Mulvihill, 1996).

Glutathione is a tri-peptidecontaining cysteine,andthis is consideredto play arole in the‘meat factor’. However, reducedglutathionerepresentsonly 3% of totalcysteinein meatand this is consideredtoo low to have sucha profound positiveinfluenceon non-haemiron bioavailability (Taylor et al., 1986). Elucidation of themechanism(s)of the ‘meat factor’ is extremely important in the search for moreeffective waysto improve iron nutrition. Isolation of the ‘meat factor’ will allowthe potential to produce stable non-haemiron absorption enhancers which canbeaddedto other foods,thus improving iron bioavailability.

Meat and meat products provide 14% of iron intake (MAFF, 1999) withinthis, carcassmeatand meatproducts supply 12.5%of total iron intakes. Thisfigure grossly underestimatesthevalue of meatfor influencing iron status.Meathasan importantinfluenceon iron bioavailability andthusiron statusdueto itsenhancing properties andoverall greater absorption capacity. Low iron intakes

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and status are common amongcertain subgroups of the population; toddlers(Gregory et al., 1995; Edmondet al., 1996),adolescents (Nelsonet al., 1993;Nelson, 1996), pregnant women (Allen, 1997) and the elderly (Finch et al.,1998).Datafrom theNationalDiet andNutrition Survey of childrenshowsthat20%havelow iron storesand8% haveiron deficiencyanaemia(Gregoryet al.,1995). Iron deficiency anaemia among toddlers is often associated with lateweaning practices. A Spanishstudy showedthat children who first ate meatbefore eight months of age showeda better iron statusthan those who wereintroducedto meatlater thaneight months(Requejoet al., 1999).Anotherstudyshowedthat low iron storesin one-andtwo-year old childrenis relatedto a lowmeat iron intake (Mira et al., 1996). The COMA report Weaning and theWeaning Diet recommends that foods containing haem iron should beincorporated into thedietsof infantsby 6–8monthsof age.Soft-cookedpureedmeat can be introduced. This goes against the modern trend to delayintroduction, the basisfor which appears to be non-scientific.

Adolescentshavehighdemandsfor iron to allow for muscledevelopmentandincreasedbloodvolumewhile theonsetof menstruationin femalesmakesthemvulnerableto iron deficiency.Half thefemale populationliving in theUK, agedbetween 15–18years, haveiron intakesbelow the recommended level. This isreflectedby thefact that27%of thatagegrouphavelow iron stores(Gregory etal., 2000).The prevalenceof low iron storesamong adolescent girls in the UKhasbeencited to be as high as 43% (Nelsonet al., 1993).During pregnancy,more lactovegetarians(26%) reported suffering from iron deficiency thanomnivores(11%) (Drakeet al., 1999b). Lyle et al., (1992)hasdemonstratedthatmeat supplementswere more effective than iron tablets in maintaining ironstatus during exercise in previously sedentary young women. Among theelderly, both low iron intakesand low iron statushasbeenshown to increasewith age(Finch et al., 1998).

Serumferritin, the body’s iron store,is strongly correlatedwith haemiron(Reddyand Sanders, 1990).Bioavailability of iron plays an important role indetermining iron status. Studieshaveshownthatdespite thefact thatvegetarianshaveeither a similar or a higher iron intake than their omnivore counterparts,their iron statusis lower (Nathanet al., 1996;Ball andBartlett, 1999;WilsonandBall, 1999).Vegetariansshould consumeiron-rich foodsto compensateforthe low bioavailability of non-haem iron from the foods they eat. Theimportanceof meatin iron nutrition cannotbe overemphasised.The effectsofmeat andmeat products on iron nutrition are threefold.Firstly, they area richsource of iron. Secondly, they contain haemiron, which is readily absorbed.Thirdly, they promote the absorption of non-haem in the diet.

4.7.2 Zinc in meatAll meats,but in particular beef, areexcellent sourcesof dietary zinc. It takes41oz.milk, 15oz.tunaor 6½eggsto equaltheamount of zinc in anaverage4oz.portion of beef(Hammock, 1987).On average,meatandmeatproductsaccount

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for a third of total zinc intakes(MAFF, 1999).Zinc absorptionis suppressed byinhibitors suchasoxalateandphytate which arefound in plant foods(JohnsonandWalker,1992;Zhenget al., 1993;Hunt et al., 1995). On thecontrary, meatfacilitatesthe absorption of zinc – 20–40%of zinc is absorbedfrom meat.Forinstance,onestudyshowedthatfemaleomnivoreswhohadasignificantly lowerzinc intakethantheir vegetarian counterpartshada higherzinc status(Ball andAckland, 2000), suchdatahighlights the role that meatplays in providing anassuredsourceof dietary zinc. Because of the low bioavailability of zinc fromplant foods,vegetariansshould strive to meetor exceed their RDA for zinc, toensureadequate zinc intakes.

Zinc is necessary for growth, healing, the immune system,reproduction(Aggett and Comerford, 1995) and cognitive development (Sandstead,2000).Low zinc intakesarebecoming moreprevalent, especially amongadolescents.An NDNS surveyshowedthatonein ten7–10-year-oldgirls andonein threeof11–14-year-old girls have intakes of zinc below the recommended level(Gregory et al., 2000). Long-term, low zinc intakeslead to zinc deficiencies,which maybecomea public healthproblemin thefuture(Sandstead,1995).Ironand zinc deficiencies can often occur simultaneously, particularly amongadolescents (Sandstead, 2000). Adolescentsoften avoid eating meat; in someincidencesmeat is providing up to just 25% of total zinc intakescomparedto40% of adult intakes(Gregory et al., 1995;Mills andTyler, 1992;Gregory etal., 2000).Therefore includingmeatin thediet of adolescentscanaid in avertingbothiron andzinc deficienciesin concert, asthesemineralsin meatarein easilyabsorbable forms. Similarly, concern over low zinc status among infantspromptedtheDoH, in its COMA weaningreport,to recommendincreasing meatportion sizesfor infant’s at the weaning stage(DepartmentOf Health, 1994b).

4.7.3 Selenium in meatSeleniumacts as an antioxidant and is considered to protect againstcoronaryheartdiseaseand certain cancers, suchas prostate.Meat contains about10mgselenium per100g,which is approximately 25%of our daily requirement.Beefandpork contain moreseleniumthanlamb,which maybedueto theageof theanimal as selenium may collect in the meat over time. Bioavailability ofselenium from plant foods was thought to be greater than that from animalfoods, but recent datademonstrate thatmeat, raw andcooked, providesa highlybioavailable source (Shi andSpallholz,1994).

4.7.4 Other minerals in meatMeatalsocontainsphosphorus,a typical serving providesroughly 20–25%of anadult’ s requirement. Phosphorus has important biochemical functions incarbohydrates,fat andprotein metabolism. Meat also providesuseful amountsof copper, magnesium, potassium,iodine andchloride.

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4.7.5 B-vitamins in meatMeat is a significant and an important source of many B vitamins. The B-vitamins in meat are thiamin (vitamin B1), riboflavin (vitamin B2), niacin,pantothenic acid, vitamin B6 and vitamin B12. B-vitamins are water solublehence, leanmeat contains moreof thesevitaminsthanfattier meat.Somelossesof B-vitamins occurduring cooking,theamount lost depends uponthedurationandthe temperature of the cooking method.

Thiamin and riboflavin are found in useful amounts in meats. Pork and itsproducts including baconandhamareoneof therichestsourcesof thiamin.Porkcontainsapproximately 5–10 times asmuch thiamin asbeefor lamb. Thiaminaids the supply of energy to the body by working aspart of a co-enzyme thatconverts fat and carbohydrates into fuel. It also helps to promote a normalappetite andcontributes to normalnervoussystemfunction.Typical servingsofpork provideall thedaily requirementof thiamin.Offal meatsaregood sourcesof riboflavin, for example, a single portion (100g) of kidney or liver providesmore thanits daily requirement. Riboflavin, like thiamin, alsoaidsin supplyingenergy andalsopromoteshealthyskin, eyesandvision.

Meat is the richest sourceof niacin. Half the niacin provided by meat isderived from tryptophan,which is more readily absorbedby the body thanthatboundto glucosein plantsources.Niacin helps to supply energyto thebodyasitplays a role in converting carbohydrates and fats into fuel. Meat and meatproducts supply more than a third of total niacin intakes in Britain (MAFF,1999).Liver andkidney arerich sourcesof pantothenic acid.Althoughmostofthis vitamin is leachedinto the drip loss associated with frozen meat, this isunlikely to beof anynutritional consequence aspantothenicacid is universal inall living matter.

A 100g portion of veal liver provideshalf our daily vitamin B6 needsandother meatsprovidearound a third. Vitamin B6 is a necessaryco-factor for morethan 100 different cellular enzymereactions,including thoserelated to aminoacid metabolism and inter-conversion. Vi tamin B12 is exclusively of animalorigin asit is aproduct of bacterialfermentation,which occursin theintestineofruminant animals suchas cattle, sheepand goats. Vi tamin B12 is required toproduce red blood cells and acts as a cofactor for many enzymereactions.Deficiency of vitamin B12 causes megaloblastic anaemia, neuropathy andgastrointestinal symptoms.Groupsat risk of vitamin B12 deficiency includevegansandstrict vegetariansbecausevitamin B12 is exclusively of animaloriginand the elderly, becausetheir ability to absorb this vitamin from the dietdiminisheswith age(Allen andCasterline, 1994;Swain,1995;Baik andRussell,1999;Drakeet al., 1999a). In thepastsomevitamin B12 wasprovidedfrom thesoil of poorly cleanedfoods. This may in part explain the apparent absence ofdeficiency in some vegan groups. Today with the emphasis on good foodhygiene practices, this source can no longer protect against deficiency invulnerable individuals. Vegans are recommended to take vitamin B12

supplementssincethe quantityconsumedfrom foodsfortified with the vitaminis too low (Jones, 1995;Draper, 1991:SandersandReddy,1994).The RNI for

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vitamin B12 amongthe elderly is 1.5�g/day (Departmentof Health, 1991).A100gportion of leantrimmed beefcontains 2�g vitamin B12, thussupplying alltheir daily needsfor this vitamin. In Britain, meat and meat products supplymorethana fifth of both vitamin B6 andB12 intakes(MAFF, 1999).The needfor vitamin B12 has been a part of the rationale for recommending theconsumption of animal foodsamong all agegroups(WHO, 1990).

Raisedhomocysteine,anaminoacidmetabolite, is anindependent risk factorfor cardiovascular disease. It is estimated that 67% of the cases ofhyperhomocysteinemiaare attributable to inadequateplasmaconcentrationsofoneor moreof theB-vitaminsnamely;folate, vitamin B6 andvitamin B12. Someenzymesthat reducehomocysteine levels require vitamins B6 and B12 as co-factors. Vitamin B6 is a co-factor for two enzymereactionsthat catabolisehomocysteineto cysteine via a transulfuration pathway, they arecystathionine�-synthase and cystathionase.Meanwhile, vitamin B12 is a co-factor for theremethylation enzyme,methionine synthase, which convertshomocysteine tomethionine. Researchhasshown that low levels of both vitamins B6 and B12

independently correlate with raised homocysteine. For instance, ovo-lactovegetariansor veganswho had significantly lower serum vitamin B12

levels thanmeateatershadsignificantly higher levelsof plasmahomocysteine(Mann et al., 1999, Krajcovicova-Kudlackova et al., 2000, Mann, 2001b).Similarly, low doses of vitamin B6 can effectively lower fasting plasmahomocysteinelevels (McKinley et al., 2001). The role of meat in regulatinghomocysteineis intriguing andneedsto be addressed further.

4.7.6 Meat and vitamin DIn the bodyvitamin D actsasa hormone,essential for theabsorption of dietarycalcium. Therefore, vitamin D is essentialfor skeletaldevelopment andseveredeficiency is associated with defectivemineralisation of the boneresulting inricketsin childrenor its adult equivalent,osteomalacia(Fraser,1995;Dunniganand Henderson, 1997; DeLuca and Zierold, 1998; Department of Health,1998b). More subtledegrees of insufficiency lead to increasedbone loss andosteoporotic fractures. Other functions of vitamin D includes its role in theimmune system, andmay be protectiveagainsttuberculosis,muscle weakness,diabetes, certain cancersand coronary heart disease (Department of Health,1998b).

It is well establishedthat sunlightexposure on theskin is themainsource ofvitamin D. However, therearecertain subgroupsin thepopulationwhoaremoreat risk of vitamin D deficiency,andthesedependon diet in addition to sunlightto obtainadequatevitamin D. Suchsubgroupsincludeinfants, toddlers,pregnantand lactating women, the elderly and those who have low sunlight exposure,suchascertainethnic minorities andthosehousebound(Departmentof Health,1998a). The prevalence of vitamin D inadequaciesamong these groups iswidespread.For instance,27%of two-year-old Asianchildrenliving in Englandhave low vitamin D status(Lawson and Thomas, 1999) and, 99% of elderly

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people li ving in institutionsarenot receivingenoughof dietary vitamin D (Finchet al., 1998).Vitamin D deficiencyamongthe elderly will become much moreapparent and a greaterpublic health problem when we consider that we areliving in an increasingly ageingpopulation.

Liver aside, meat and meat products were considered poor sourcesofvitamin D. However, new analytical data for the composition of meatindicatesthat this is not true (Chan et al., 1995). Meat and meat productscontain significant amountsof 25-hydroxycholecalciferol, assumed to haveabiological activity five timesthatof cholecalciferol. In fact, themeatgroupisnow recognisedasthe richestnaturaldietary sourceof vitamin D, supplyingapproximately21%(GibsonandAshwell,1997). Vitamin D is presentin boththeleanandthefat of meatalthoughits exactfunction in theanimal is not yetknown. Sinceinterestin therole of meatin supplying vitamin D is a relativelynew subject, there are certain areasthat needto be researchedsuchas theeffect of cooking meat on vitamin D levels, the bioavailability of vitamin Dfrom meatandtheinfluenceof seasonal variation on thevitamin D contentofmeat andmeatproducts.

Low intakeof meat andmeatproducts, hasemergedasan independent riskfactor for Asianricketsandabsentintakeof meatandmeatproducts emerged asan independent risk factor for Asian osteomalacia (Dunniganand Henderson,1997). It has beenhypothesisedby this research group that there may be a‘magic factor’ in meatwhich is protectiveagainstrickets andosteomalacia.InGlasgow, at the beginning of the century, the incidence of rickets was high,whereas,between 1987 and 1991,only one caseof rickets was reported. Thismay be explained by the fact that nowadaysinfants are weanedonto anomnivorousdiet from four monthsof ageand this meat inclusion is offeringprotection against rickets (Dunniganand Henderson,1997). Obviously muchmore researchis required to improveour knowledgeon this subject.It is also ofinterest to note that signs of both iron and vitamin D deficiency can occursimultaneously among toddlers (Lawson and Thomas,1999). For instance,during thewinter half of thetoddlershadbothlow vitamin D andlow iron levels(LawsonandThomas, 1999).Suchevidencehighlightsthe potential protectiverole that meat inclusioncanplay in a toddler’s diet. It is importantfor toddlersandchildrento eatfoodsrich in both iron andvitamin D suchasmeat andmeatproducts aswell asplaying outdoors to get sunlight.

4.8 Future trends

As we begin the 21st Century, we look to the future to predict the li kelynutritional problemswe will needto tackle.The four majornutritional problemstoday areheart disease,hypertension, obesityanddiabetes.Theseare likely toremain significant public health problems in the future. The demographicstructureof thepopulation is changing.Throughout Europebothbirth anddeathdatesarefalling, peopleareliving longer andit is estimatedthatby theyear2030,

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morethanhalf thepopulationliving in theUK will beover50yearsold.With thisknowledgewe shall try to ascertainthe likely future nutritional role of meat.

This chapterclearly outlines ways to reducethe fat content of meat andmanipulate its fatty acid composition. The meatthat is on saletodayhasneverbeenleaner.Fortunately, mostof the valuable nutrientsof meatare located inthe leancomponent, so reducingthe visible fat of meathaslittle bearing on itsmicronutrientstatus. Researchers arefocusingon ways of further improvingthefatty acid composition of meat,usingtheknowledgethatgrassfeedingresultsinhigh levelsof bothn-3PUFAsandCLA content.Bothn-3PUFAsandCLA mayhave many possible benefits for human health, and in particular may offerprotection againstpredicted future healthproblems(Cordainet al., 2002).N-3PUFAs,in particular, havea very long chain,arecardioprotectiveandhaveanti-inflammatoryandanti-tumourigenic properties.CLA canprevent formation andslow thegrowthfor tumourdevelopment(Ip et al., 1994),reduce atherosclerosisdevelopment (Lee et al., 1994) and can help normalise blood glucoselevels,which maybeshown to prevent adult-onsetdiabetes(Houseknechtet al., 1998).Studiesin human subjectsareneeded beforewefully realisethebenefitsof CLAon human health.Thefat andfatty acidstoryfor meatsofar is positive andonlyresearch andtime will tell whether this story will be further improved.

The prevalence of overweight and obesity is increasingsteadily in manydevelopedcountries. In the UK, over a quarter of the population are eitheroverweight or obese.Obesityis a risk factor for many conditions.During a ten-year follow-up study, the incidence of colon cancer,diabetes,heart disease,hypertension,stroke (menonly) andgallstonesincreasedin line with thedegreeof overweightamongadults (Field et al., 2001).Thus,reducingtheincidenceofoverweight and obesity is a major public health priority. A positive energybalanceis the causeof practically all casesof overweightandobesity. Factorsregulating food intakearehunger, appetite,satiation andsatiety.

Meat-containingmeals havehighersatietyvaluesthanvegetable-containingmeals(Barkeling et al., 1990).Research needsto be undertakento determinewhether meatcanplay a role in curtailing obesity,asa resultof its high satietyvalue.MediahypeaboutCLA hasconcentratedon its ability to reducebodyfatand increaselean body mass. Studies havenotedthat CLA inducesa relativedecreasein body fat andan increase in leanmuscle(Parket al., 1997;Westetal., 1998). Trials are currently under way to confirm whether or not thesebenefitsoccur in humans.Leanmeat alreadyis low in fat, but otherattributessuchasits high satietyvalue andtheCLA it containsmaybeusedin the futureto market meat as a food than can help to reduce overweight and obesity.Furthermore, the capacity of meat to encourage greater vegetableand saladconsumption, dueto theway it is eatenshould not be overlooked in this regard.

An increase in the incidence of hip fracturesis an inevitable consequence ofpeople living longer. Researchhas shown that an increase in meat proteinconsumption among elderlywomencorrelateswith a decreasein the risk of hipfracture (French et al., 1997). Decreasing the risk of hip fracture is a publichealth priority. Vegetarianwomen tended to have lower spinal bone mineral

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density than non-vegetarians(Barr et al., 1998). Dunnigan and Henderson(1997)suggested that theremay be a ‘magic factor’ in meat protecting againstrickets and osteomalacia. To suggest that meatplays a role in bonehealth isrelatively new andexciting andwarrants further investigation.

Anotheremergingbenefit for meatis selenium.Up to the middle part of thelast century the main sourceof selenium in the diet wasfrom wheat-containingproducts. Wheat, which wasimportedmainly from the United States,washighin selenium. Nowadays, there is a much greaterreliance on European wheat,which is much lower in selenium.This hasresultedin thefact thatour intakeofseleniumhasdecreasedsteadily duringthepastfifty years,but theproportion ofselenium we get from meat has increased.Recent studieshave found thatseleniummayreducetherisk of heartdiseaseandcertain typesof cancersuchasprostate andenhance the body’s ability to fight infections.

Meat providesa wide range of valuablenutrients,for example, onestudyhasshownthatyoungwomenconsuming ahighmeat diet havegreaterintakesof thiamine, niacin, zinc and iron than those consuming a low meat diet(Ortegaet al., 1998). In a review on optimal iron intakes, iron containedinanimal foodsis far better assimilated than in vegetarian foods(Cook, 1999).Meat is one of the richest natural sources of glutathione, an importantreducing agent providing a major cellular defence against a variety oftoxicological andpathological processes. Moderatelevels of glutathione arefound in fruit and vegetables and low levels are present in dairy and cerealproducts. Glutathione inhibits formation of mutagens in model systems(TrompetaandO’Brien, 1998). It also maintainsascorbatein a reducedandfunctional form. Glutathione importance in the defence against chronicdisease provides positive potential for meat and merits further research(Bronzetti, 1994;TrompetaandO’Brien, 1998).

Therehasneverbeforebeensuchawidevarietyandchoiceof foodonsale inWestern societiesand in the recent past we have seenthe development offunctional foods. A functional food can be loosely described as a food thatprovides a health benefit beyond its basic nutritional content. In the UnitedStatesbeef and lamb are now described as functional foods (ADA, 1999),because of the CLA they contain. At a Meat Marketing/CommunicationWorkshop,Dr Lynne Cobiac(CSIRO) (Cobiac,2000)described somenutritiveand non-nutritive meatcomponentsthat may havepotential healthpromotingproperties. They aresummarisedasfollows:

• Lipoic acid hasantioxidantpropertiesandhasbeenshownto bebeneficial indiabeticsandin theprevention of cataract developmentin animalmodels andcell lines. Organmeatscontainhigher quantities of lipoic acid thanmusclemeats.

• Carnosine is a dipeptide composedof alanineand histidine. Carnosine isfound in meatsand its antioxidant properties may confer some protectionagainst oxidative stress. Its an anti-inflammatory agent and has anti-tumourigenic propertiesin ratsandit also playsa role in cellular homeostasis.

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• Biogenic amines are naturally formed from bacterial decarboxylation ofamino acids or naturaldecarboxylaseactivity. They havebeenlinked withimproving gut healthandcognitiveperformance.

• Nucleotides are added to enteral feeds to enhance the general immunefunction. Organmeatsaregoodsourcesof nucleotides.

• Glutathione is a tripeptide containing the sulphur amino acid cysteine.Glutathione may be the ‘meat factor’ which enhances non-haem ironabsorption.

• Choline is now termeda nutrient. In the United States, it is an essentialnutrient andtheestimatedadequateintakeis 550mg/day for menand425mg/day for women.Cholineis a precursor of theneurotransmitter acetlycholine,it is necessary for central nervoussystemdevelopment,folate/homocysteinemetabolism, it plays a role in the immune system, fat metabolismandimproves athletic performance.Beef and in particular liver is one of therichestsourcesof choline.

• Carnitine is composedof lysine and methionine. Seventy-five percentofcarnitine comes from the diet, mainly from red meat, lamb being aparticularly good source.Carnitine carriesthe long chain fatty acidsto themitochondria for oxidation to give energyand thuscanbe usedto improveathletic performance. It alsohasantioxidantcapabilitie sandit maybecriticalfor normal brain development by providing acetyl groups to synthesiseacetylcholine, a neurotransmitter.

This rangeof meat componentsmay have the ability to fight againstcertaincancers,CHD, anaemia andcataracts,enhance immunity andcognition,improvegut andbonehealth,regulate body weight andmay be usedin sports nutrition.However, a lot of theevidenceindicating beneficial effectsof thesecomponentscomesfrom animalor cell culturemodels. Researchwill haveto beconductedinhumansto demonstratetheir effect on humanhealth.But evenglancingat theamount of ‘potential’ components presentin meat indicates a positive andcompetitive future for meat.

However, when looking to the future we must also try to visualise whatchanges arelikely to occurthatmayinfluencemeat consumption. Traditionally,food purchase was mainly influenced by price and sustenance. Current andfuture food choicedependson thesevaluesbut alongsideother factors suchashealth, food safety,convenienceand welfare concerns. Changesin our socialpatterns,suchasmovingaway from the formal family meat-eatingpatterns to a‘grazing’ or ‘snacking’ habit will becomemuchmore apparent. Increasing lossof culinary skills is alreadyevidentandis likely to rise.Themarketwill demandmore convenienceand processedmeatproducts in place of traditional cuts ofmeats. Eating outsidethe homewill placea greater emphasis on the cateringsectorasfoodproviders.Availability of ‘exotic’ meatswill escalate.Demand fororganic meat is expected to rise. Competition from other foods will intensify.The emergenceof more functional foods is likely to occur. Thesearesome ofthe factors that will sculpture the future demandfor meatand meat products.

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Meatmustadaptto thechangingenvironment.However,theemphasisbetweenfood choiceand healthwas neveras greatand is likely to becomeevenmoreimportant. In the past,meatrespondedto consumer demandsby decreasingitsfat content. Meat is a versatile food, however, it is time to banish themisinformation thatsurroundsthenutritional valueof meat.Meat is a relativelylow fat nutrientdensefood. Meat andmeatproducts arean integral part of theUK diet and for those who chooseto consume meat, it makesa valuablecontribution to nutritional intakes(BNF, 1999).

4.9 Conclusion

Therehasbeenconsiderableemotive andpublic healthdebate over the last twodecades on the relative importanceof meat in the diet of modernman. Earlydismissive arguments have more recently beenrevisited and challengedas aresult of the continual progressand review of nutritional science. The earlyfocus on fat as the route causeof Western-style diseases of affluence led,naively, to meat being blamed for diet-related problems.More recently, thefocuson thedietsof ourancestorshaseffectively reversed this thinkingandleanred meat has beenrediscovered as a mainstay of humandiet evolution. Theserious health concerns resulting from the epidemic rise in CHD, obesity,diabetesandcancers requiremorecarefully guidedpublic healthadvice,basedon an holistic approachto diet andlifestyle.

Lean meat can be seen as the ultimate natural functional food. Eaten inmoderatequantitiesaspartof amealalongwith sufficientplantfoods,it providesavaluable,arguably essential nutrient-densesupplementto the diet with beneficialeffectsfor health,both in the short andlong term.As a key ingredient of modernprocessedpre-prepared meals, meat, when addedas a quality ingredient, canenhance the nutritional benefits of the food product and make a significant,positive contribution to our health.It would be naıve to ignore this potential.

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5.1 Introduction

Flavor is an important quality attribute of muscle foods and comprises mainly thetwo sensations of taste and aroma or smell. Although both of these factors affectthe overall acceptability of foods, the aroma or flavor volatiles are of utmostimportance because they influence the judgement of the consumer even beforethe food is eaten. While muscle foods, namely red meat, poultry and, to a lesserextent, seafoods in the fresh, raw state have little flavor of their own, upon heatprocessing their specific meaty aroma develops (Shahidi, 1989; Farmer, 1992).Nonetheless, it should be recognized that the fishy aroma of raw, stored seafoodsmay arise from the presence of amines, derived from trimethylamine oxide whichis present in gadoid fish species as an osmoregulator, or via lipoxygenase-assistedoxidation and generation of aldehydes and alcohols, especially 2,4,7-dicatrienalsand cis-4-heptenal (Josephson, 1991; Lindsay, 1994).

Upon heat processing, meat constituents undergo a series of thermally inducedreactions to afford a large number of volatile compounds that contribute to itsaroma. Some of the non-volatile precursors of volatile flavor compounds are alsoknown to contribute to the taste of cooked meat. The most important taste-activecomponents of meats are amino acids, peptides, organic acids, nucleotides andother flavor enhancers, among others (Shahidi, 1989). It has further beenconcluded that high-molecular-weight fibrillar and sarcoplasmic proteins havelittle effect on the development of meat flavor volatiles. Since the free amino acidsand carbohydrates in meat from different species are similar, their flavor uponheat processing is also expected to be similar. However, the lipid components ofmeat, mainly the intramuscular lipids, are known to modify the flavor quality ofthermally-processed muscle foods. Both desirable and undesirable aromas are

5

Lipid-derived flavors in meat productsF. Shahidi, Memorial University of Newfoundland, St John’s

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formed.Of course,the speciesof musclefood being examined,methodof heatprocessingemployed,dietaryregimeandsexof theslaughteredanimal,aswell asfreshnessof the product and storageconditions affect the flavor quality ofproducts(e.g.LadikosandLougovois,1990;Buckley et al., 1996).

More than 1000 chemicals have so far been identified in the volatiles ofdifferent muscle foods (Shahidi et al., 1985).While many of thesehavelittleinfluenceon flavor of meat,no single compound hasbeenidentified as beingprimarily responsible for thearomaof cookedmuscle foods.Thearoma-impactcompoundshavebeenfound to comprisea myriad of compoundsbelonging todifferentclassesof heterocyclic andacyclic compoundscontaining N, O andSatoms.In addition, lipid breakdown productshavebeenfound to participate inthe development of meaty aromaas well as meat flavor deterioration. Someaspects of aromaof musclefoods, bothdesirable andundesirable arediscussed.

5.2 The role of lipids in generation of meaty flavors

The role of lipids in meat flavor generationhasbeenthe subjectof extensivestudies. It has beensuggested that the basic meaty aromaof beef, pork andmutton is thesameandis derivedfrom thewater-solublefraction of themusclewhich is a reservoirof low-molecular-weightcompounds(HornsteinandCrowe,1960; 1963). Meanwhile, species-specific flavors in meatsoriginate from theinvolvement of their li pid components in Maill ard reaction during heatprocessing.Lipids may contribute both to desirable and undesirable flavors ofmeat from different species. Their effect on generation of desirable aromasincookedmeatsmay arise from mild thermal oxidative changes which produceimportant flavor compounds; they may also react with componentsof leantissues to afford other flavor compoundsand may act as a carrier for aromacompounds,thusaffecting their sensible thresholdvalues.

The effect of both triacylglycerols (TAG) and phospholipids (PL) on thedevelopment of meaty aroma in meat and model systemshas been studied(Mottram, 1983,1991; Mottram and Edwards, 1983). In thesestudies,a meatsample washeatprocessed assuchor wasextractedwith hexaneor methanol-chloroform prior to cooking. While there was little difference in thedevelopmentof meaty aromain the untreated and hexane-extracted samples,meat extractedwith methanol-chloroform hadlittle meaty aroma,but possesseda sharp roast and biscuit-like odor. In particular, the concentration ofdimethylpyrazinein the headspacevolatiles wassignificantly increased with aconcurrent decreasein the content of lipid oxidation products. Thus, it wasconcludedthat phospholipids present in the intramuscular lipids of meat wereprimarily responsiblefor the developmentof meaty aromas.

Basedon theseexperiments,othermodelsystemsweredevisedin order tounraveltherole of phospholipidsin theformationof Maillard reactionproducts(MRP) (Farmer and Mottram, 1990). Cysteineand ribose, with or withoutphospholipids,wereusedto assesstheinvolvementof lipids in theformationof

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aroma compounds via Maillard reaction following heating in bufferedsolutions.

Therewas a markedreductionin the amountof thiols when phospholipids,andto a lesserextent triacylglycerols,werepresent (Table5.1).Thecompoundsthat were formed only in the presenceof lipids were 2-pentylpyridine, 2-alkylthiophenes,alkenylthiophenes,pentylthiapyranandalkanethiols(Table5.1).Furthermore,the impactof PL wasmuch greaterthan that of TAG in affectingthe flavor of systemsunderinvestigation. Formationof 2-alkylheterocyleswasgenerallydueto thereactionof 2,4-decadienal with ammoniaor hydrogensulfideformed from cysteine or other precursors(Fig. 5.1). Direct reactionof hexanalwith amino acidswould alsoleadto theformationof 2- hexylpyridine.Formationof other alkyl substituted heterocycliccompoundsfrom participationof lipid-derivedaldehydesis alsocontemplated.Reactionof 2,4-decadienaldirectly withamino acids has also beenreported.The compound2,4-dacadienal is a majorbreakdownproductof the omega-6fatty acids. Furthermore, 1-heptanethioland1-octanethiolwerepresentonly in thesystemscontainingphospholipidsandtheirformation is presumedto be due to the interactionof alcoholswith hydrogensulfide. Furthermore,MRPs may also interact with meat lipids by acting asantioxidantsin order to stabilize them.Bailey (1988),and Bailey et al. (1997)have demonstratedthat MRPs act as important antioxidants in meat modelsystems.It has also been shown that furanthiols and thiophenethiolsexertantioxidative activity in lipids (Eiserich and Shibamoto,1994), as well as inaqueoussolutions as evidenced by their tyrosyl radical scavenging effect(Eiserichet al., 1995).The antioxidantactivity of thesecompoundswas similarto that of ascorbicacid. Figures5.1 and 5.2 showexamplesof involvement oflipids in Maillard reactionandformationof volatile flavor compounds.

Other potentially desirable flavor components that might be formed inprocessed meatsarefree fatty acidsandrelatedcompoundswhich areprevalentin dry-cured-ham. These compounds are formed in such products via

Table 5.1 Relativeconcentrationof selectedacyclicandheterocyclicvolatilesfrom thereaction of cysteine and ribose in the absenceor presenceof beef triacylglycerols(BTAG) andbeefphospholipids(BPL)

Compound No lipid BTAG BPL

3-Pentanone,2-mercapto 1 0.72 0.492-Pentanone,3-mercapto 1 0.77 0.472-Furylmethanethiol 1 0.67 0.633-Furanethiol,2-methyl 1 0.40 0.152-Thiophenethiol 1 0.32 0.033-Thiophenethiol,2-methyl 1 0.08 0.01Pyridine,2-pentyl 0 0.09 1Thiophene,2-pentyl 0 0.00 1Thiophene,2-hexyl 0 0.15 12-H-Thiapyran,2-pentyl 0 0.10 1

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fermentation reactions.The flavor characteristics of dry-cured hamhasrecentlybeenreported(Toldra et al., 1997).

5.3 Lipid autoxidation and meat flavor deterioration

Theprimarymechanismfor thedegradation of desirable flavor in storedmeatsislipid autoxidation. Lipids in muscle foods, particularly their phospholipid

Fig. 5.1 Productionof long-chainalkyl heterocyclesfrom thereactionof 2,4-decadienalwith ammoniaandhydrogensulfide.

Fig. 5.2 Involvementof hexanel,anoxidationproductof linoleic acid,in productionofa trisulfide heterocycliccompound.

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components, undergo degradation to produce a large number of volatilecompounds.While hydroperoxides, the primary products of lipid oxidation, areodorlessand tasteless, their degradation leads to the formation of an array ofsecondary products suchas aldehydes,hydrocarbons, alcohols, ketones,acids,esters, furans, lactones andepoxycompoundsaswell aspolymers. Theselatterclassesof compoundsareflavor-active, particularly aldehydes, andpossesslowthreshold valuesin thepartspermilli onor evenpartsperbillion levels, thustheyareresponsiblefor thedevelopmentof warmed-overflavor (WOF),ascoinedbyTims andWatts(1958),andmeat flavor deterioration (MFD) (e.g.Drumm andSpanier,1991).Table5.2summarizesthethreshold valuesof selectedclassesofvolatile compounds. In addition, lipid oxidation products lead to the loss ofnutritional value and safety,color, texture and other functional properties andwholesomenessof foods.

The degree of unsaturationof the acyl constituents of meatlipids primarilydictates the rate at which MFD proceeds;unsaturated lipids being moresusceptible. Autoxidation of meat l ipids gives rise to a number ofhydroperoxides which, in conjunction with the many different pathwayspossible, decompose to a largenumber of volatile compounds.However, otherfactors might alsoaffect the oxidationof meat lipids andformation of WOF aswell asshelf-life of products(Spanier et al., 1988;Gray et al., 1996).In chickenmeat, lack of �-tocopherol is the main reason for MFD and formation ofundesirable WOF in products. However, cookedturkey meat, despiteits highercontentof unsaturated lipids, maynot readilydevelopWOF becauseit containsendogenous�-tocopherol. In addition,presenceof heme compoundsandmetalionsmayalsohastentheoxidationof meatli pids.Furthermore,presenceof saltand other ingredients used in cooking, such as onion, may also affectprogression of MFD. It has been reported that aldehydes, generated fromoxidation of lipids, reactwith thiols, a classof compoundsin onion, suchaspropenethiol to produce 1,1-bis (propylthio)-hexaneand 1,2-bis (propylthio)-

Table 5.2 Flavor thresholdsof somelipid oxidationproducts.1

Compound Threshold,ppm

Hydrocarbons,saturated 90–2150Alkenes 0.02–9Furans 1–27Alcohols, saturated 0.3–2.5Alcohols, unsaturated 0.001–3Aldehydes,saturated 0.014–1Aldehydes,monounsaturated 0.04–2.5Aldehydes,diunsaturated 0.002–0.6Ketones,methyl 0.16–5.5Ketones,vinyl 0.0002–0.007

1 Adaptedfrom Drumm andSpanier(1991).

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hexane. Thesecompoundswill definitely modify flavor profile of musclefoods(Ho et al., 1994). Formation of volatile aldehydesand other lipid degradationproducts resultsin themasking of desirablemeatyaromaof products. Thus,theroleof bothendogenousandexogenousfactorson theoxidativestatusof musclefoodsrequiresattention (seethe following).

5.4 The effect of ingredients on the flavor quality of meat

In addition to the effects of low-molecular-weight water-soluble componentsand lipid constituentson quality attributesof meat,other factorsmust also becarefully considered. Thus, endogenous components of meat as well asingredientsaddedto it prior to heatprocessingareof major importance in thedevelopmentof flavor andits quality characteristics.An attemptwill be madetoprovide a cursoryaccount of these factors.

5.4.1 Lipid classesand fatty acid compositionWhile adiposetissuesgenerallycontainover 98%triacylglycerols,phospholipidsconstituteamajorportionof intramuscularlipids of musclefoods.Theunsaturatedfatty acids presentin TAGs of red meat and poultry contain mainly oleic andlinoleic acids,however,phospholipidscontaina relatively higher proportionoflinolenicandarachidonicacids.In seafoods,longchainomega-3fatty acidssuchaseicosapentaenoicanddocosahexaenoicacidsareprevalent.Existingdifferencesinthefatty acidconstituentsof phospholipidsandtriacylglycerolsof musclefoodsareprimarily responsiblefor speciesdifferentiation in cookedsamplesof meat,asdiscussed earlier. Furthermore, depending on the type and proportion ofunsaturatedfatty acidsin musclefoods,lipid autoxidationandflavor deteriorationmayproceedatdifferentrates.In thisrespect,seafoodsdeterioratemuchfasterthanchickenwhich is oxidizedquickerthanred meats.

5.4.2 Effect of transition metal ionsTransition metalssuchasiron, copperandcobaltmaycatalyzetheinitiation andenhance thepropagationstepsinvolved in lipid autoxidation.For example, Fe2+

will reductively cleavehydroperoxidesto highly reactive alkoxy radicalswhichin turn abstracta hydrogen atomfrom other lipid molecules to form new lipidradicals. This reaction is known ashydroperoxide-dependent lipid peroxidation(Svingenet al., 1979). Morrisseyand Tichivangana(1985) and TichivanganaandMorrissey(1985)havereportedthat ferrousion at 1–10ppmlevelsactsasastrongprooxidant in cookedfish muscles.Similarly, copper(II ) andcobalt (II)were effective prooxidants. These observationsare in agreement with thefindings of Igene et al. (1979) who reported that iron ions were the majorcatalysts responsible for enhancement of autoxidation in muscle foods.Furthermore, Shahidi andHong (1991)demonstrated that the prooxidant effect

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of metalionswasmorepronouncedat their lower oxidationstateandfoundthatin thepresenceof chelatorssuchasdisodium saltof ethylenediaminentetraaceticacid (Na2EDTA) andsodiumtripolyphosphate (STPP),the prooxidanteffect ofmetal ions was circumvented (Table 5.3). Furthermore, Cassens et al. (1979)haveshownthat1–3%of thetotal amountof nitrite addedto meat duringcuringwasrecovered in the lipid extractsusing the Folch method(Folch et al., 1957).Thus, stabilization of meat lipids by nitrite may also be influenced by directcoupling of nitric oxide with lipid radicals,but most of the nitrite was in theprotein-bound form as nitrosothiol, nitrite/nitrate and nitrosylheme complex,amongothers(e.g.Kanneret al., 1984).

Hemoproteins in meatsare generally known for their prooxidant activity(Robinson,1924;YounathanandWatts, 1959;Pearsonet al., 1977,Igeneet al.,1979;Rhee, 1988; Shahidi et al., 1988;Johnset al., 1989;Shahidi andHong,1991;WettasingheandShahidi, 1997);some havealsobeenreported to possessantioxidantproperties(BenAziz et al., 1971;Kanneret al., 1984;Shahidi et al.,1987;Shahidi,1989;Shahidi andHong, 1991;WettasingheandShahidi,1997).The prooxidant activity of hemecompounds arises, at leastin part, from theirdecomposition upon cooking of meat and liberation of free iron. Meanwhile,nitric oxide derivatives of heme pigments,namely nitrosyl myoglobin andnitrosyl ferrohemochrome (or cookedcured-meatpigment,CCMP),arereportedto haveantioxidant effect (e.g. Wettasingheand Shahidi,1997). This topic isfurther discussed underthe effect of nitrite andnitrite alternatives.

5.4.3 Effect of saltSodiumchloride, or tablesalt, is an importantingredientin themeatindustry. Itactsgenerally asaprooxidant, but sometimesalsoasanantioxidant(KannerandKinsella, 1983). In comminuted meat samples,under different processingconditions, sodium chloride did not act as an antioxidant, but its neutral orprooxidant effects were clearly demonstrated (St. Angelo et al., 1992;Wettasingheand Shahidi, 1996). Takiguchi (1989) and Kanner et al. (1991)

Table 5.3 Effect of chelatorson TBA numbersof groundpork catalyzedby iron ionsandHemecompounds1

Treatment NO chelator Na2 EDTA, 500 ppm STPP,3000ppm

Control 3.03 0.07 0.22Fe2+ 4.80 0.09 0.27Fe3+ 4.60 0.08 0.37Mb 4.20 0.07 0.38Hb 4.33 0.10 0.30Hm 4.35 0.07 0.33CCMP 0.42 0.30 0.30

1 From ShahidiandHong (1991).

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have demonstratedthe prooxidant effect of NaCl in a comminuted musclesystemandsuggested that it maypromote thedisplacementof iron from bindingsitesof heme compoundsby interfering with iron-proteininteractions.The freeiron ionssoformedmaycatalyzelipid peroxidation. Recently, WettasingheandShahidi (1996) reported that LiCl, KCl, CsCl, MgCl2 and CaCl2 exhibitedprooxidant activities in a cooked meat model system (Fig. 5.3). Thus, theoverriding prooxidant activity wasthought to bedueto thechloride ion of salts.The resultsof Rheeet al. (1983a,b)andCho andRhee(1995)for the effect ofNaCl, KCl and MgCl2 in ground pork samples are in agreementwith ourfindings.Further studieson the effect of replacing chloride with their fluorideand iodide counterparts showed inhibition of lipid oxidation of meats,butbromide saltsbehavedvery similarly to their chloride counterparts (Fig. 5.4).However, the situation wassomewhat different when alkali earthhalideswereused. Thus, it was concludedthat pro- or antioxidative effects of salts areprimarily dictated by their anions, but mediated by their cationsbecause ofexisting differences in their ability to participatein iron-pairing interactionswiththe anion counterparts.

Fig. 5.3 Effect of chloridesaltson oxidationof meatlipids, asreflectedin 2-thiobarbituricacidreactivesubstances(TBARS) values,overa seven-daystorageperiod.

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5.4.4 Effect of nitrit e and nitrit e alternativesNitrite is a key ingredient of the cure and is responsible for producing thecharacteristicpink color in cooked-curedproducts andcontributesto thetypicalflavor associatedwith curedmeats andpreventsthe formation of warmed-overflavor aswell asrenderingmicrobial stability to products (Fox,1966;Haddenetal., 1975; Pearsonet al., 1977; Shahidi, 1992). The relationship of nitrite tocuredmeat flavor was first describedby Brooks et al. (1940). Theseauthorspresumed thatanadequate curedflavor couldbeobtained with a relatively low,10 mg/kg, concentrationof nitrite, but Simonet al. (1973)andMacDougall etal. (1975)showedhigher tastepanelscoreswhen theaddition level of nitrite wasincreased.

The role of nitrite in modifying flavor of cookedmeat(Haddenet al., 1975;MacDonald et al. 1980) and suppressinglipid oxidation and MFD in cookedmeats(Fox,1966;Pearsonet al., 1977;Fooladi et al., 1979)is well documented.Sato and Hegarty (1971) reported that nitrite at 50 ppm was capable ofsuppressing oxidation of meat lipids. However, Shahidi et al. (1987)demonstrated that presenceof a reductant such as sodium ascorbate was

Fig. 5.4 Effect of sodiumhalideson oxidationof meatlipids, asreflectedin 2-thiobarbituricacid reactivesubstance(TBARS) valuesandmeasuredasmalonaldehyde

(MA) equivalents/kgsample,over a seven-daystorageperiod.

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essential to eliminatelipid oxidationin meatswhenlessthan150ppmof nitritewasused.Meat flavor deterioration, thereforedoesnot developin cured meat.This observation might be attributed to any or a combination of the effectsrelated to (a) stabilization of heme pigments (Zipser et al., 1964), (b)stabilization of membranelipids (Zubillaga et al., 1984), (c) chelation of freemetalionsandprooxidantcatalysts(ShahidiandHong,1991),and(d) formationof nitrosylheme derivatives possessing antioxidant effects (Morrissey andTichivangana,1985;KannerandJuven,1980;Shahidi et al., 1988; Shahidi andHong, 1991).

Hemeproteinsandtheir relatedproducts aswell astransitionmetalionshavebeen implicated in meat lipid oxidation (e.g. Shahidi and Hong, 1991), asdiscussedearlier. As a resultof heatprocessing,hemecompoundsin untreatedmeats arerapidly oxidizedandproduceferrousandferric ions. In cured meatsnitric oxide, producedfrom nitrite, reactswith myoglobin and also combineswith Fe2+ ions and thus suppressesMFD (see Table 5.3). The chelatingproperties of nitrite may be duplicated by the action of sequesterantssuchasNa2EDTA andSTPP.The antioxidantactivity of some nitrosylhemecompoundshasbeendemonstratedby Ben Aziz et al. (1971)andWettasingheandShahidi(1997). The exact mechanism by which this antioxidative effect is exertedremainselusive. Nonetheless,stabilization of iron in theprotohemecompoundsmay be, at leastin part, responsible.

Shahidi et al. (1987)andWettasingheandShahidi(1997)haveclearlyshownthat the preformedcookedcured-meatpigment (CCMP) (Fig. 5.5) acts as anantioxidant in a meat andin a �-carotene-linoleatemodelsystem,respectively.However, CCMP in the presenceof ascorbatesmay form potent antioxidantcombinations with evidence of strong synergism between the components(Shahidi, 1992).Furthermore, this synergistic effect wasnoted for bothnitrosylmyoglobin and CCMP in which iron atomsare in the ferrous form and theircoordination sitesareoccupied.Suggestionshavebeenmadethatnitrosatedironporphyrin compoundsact in the early stagesof the reaction to neutralizesubstrate free radicals and thus inhibit oxidation of meatlipids (Kanneret al.,1984). During the curing process,S-nitrosocysteine (RSNO) may also beformed. This compoundactsasa strongantioxidantas it hasbeenreported toinhibit oxidation of turkey meat (Kanner and Juven,1980). Effectiveness ofnitrite in inhibition of MFD through other mechanisms has been furtherdemonstratedin the literature(Ohshimaet al., 1988).

Inhibition of oxidationof unsaturated fatty acidsandformation of secondarycarbonyl compounds as well as other degradation products of l ipidhydroperoxidesin cured products results in a drastic reduction in the numberandconcentrationof volatiles in thecured meat products ascomparedwith theiruncured counterparts (e.g. seeTable 5.4 ). In particular, formation of higheraldehydesis effectively suppressed(Cross and Ziegler, 1965; Shahidi,1992).CrossandZiegler (1965)havealsoreported thatpassageof volatiles of uncuredbeef and chicken through an acidic solution of 2,4-dinitrophenylhydrazine,which stripped their carbonyl compounds,resultedin the revelation of a flavor

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which wasindistinguishable from that of cured ham.However, curing of sheepmeatdid not removethespecific‘sheepmeat’ odorof theproduct (Younget al.,1994).This effect is thoughtto bedueto thepresenceof 4-methylnonanoicand,to a lesserextent, 4-methyloctanoic acids in cooked samples of meat frommutton. Therefore, it appears that the basic flavor of cookeduncuredmeatswithout havingbeenaffectedmuchby their lipid components is in mostcasessimilar to their cured counterparts,but becomesmaskedwith carbonyl products,formedvia autoxidation.Lindsay (1997)hasalso thoughtthatnitrophenolsmayhaveaninfluenceon thecharacteristicaromaof curedmeatproducts. However,this suggestion hasnot yet beensupported by relevant experimental results.

Based on these findings, we have proposed that any other agent orcombinations that could prevent lipid oxidation would, in principle and ingeneral, duplicatetheantioxidantrole of nitrite in thecuringprocessfor speciesother than mutton, thus preventing MFD (Shahidi, 1991). To verify thissimplistic view, we examined the effect of commonly usedfood antioxidantsandchelatorsaswell asother curingadjunctssuchassalt,asdiscussed earlier,as

Fig. 5.5 The chemicalstructureof cookedcured-meatpigment(CCMP).

Table 5.4 Effect of curing on the relative concentrationof majoraldehydesin pork flavor volatiles

Relativeconcentration

Aldehyde Uncured Cured

Hexanal 100 7.0Pentanal 31.3 0.5Heptanal 3.8 <0.5Octanal 3.6 <0.52-Octenal 2.6 –Nonanal 8.8 0.52-Nonenal 1.0 –Decanal 1.1 –2-Undecenal 1.4 0.52,4-Decadienal 1.1 –

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well asascorbatesandpolyphosphates in preventionof MFD andformation ofoff flavors(ShahidiandPegg,1992).Surprisingly, curingadjunctshadamarkedeffect in controlling MFD asin curedmeats. Furthermore, additionof CCMPtothemixture, with or without anauxiliary antioxidantsuchasTBHQ, resultedinanear-duplicationof theaction of nitrite in preventing lipid oxidationin cooked,storedmeats(Table5.5).

Having recognizedthe importanceof curingadjuncts on the flavor of meats,we developed nitrite-free curing systems in which ascorbates,polyphosphates,CCMP and possibly an antimicrobial agent,with or without any additionalagents were usedto duplicateall propertiesof nitrite-curedmeats. For furtherinformationon this topic, the readeris referredto publications by Shahidiandco-workers.

5.5 The evaluation of aroma compoundsand flavor quality

Flavor quality of muscle foods may be evaluated by employing sensorytechniques.Both desirable andundesirablearomacharacteristicsof products areeasilyrecognized.A thoroughdiscussionof sensoryanalysisof meatproductsaswell asapplicationof instrumental methodsandchemical procedures is providedin the literature. While many indicators may be usedfor suchevolutions,it ismost appropriate to select the ones that show maximum variation underexperimental conditions of heat processing, packaging and storage. In thisconnection, the use of the 2-thiobarbituric acid reactive substances(TBARS)test is commonplace.Althoughtherearemany shortcomingsassociatedwith thismethod of evaluation, nonetheless,it provides a realistic assessmentof therelative oxidative stability of products(e.g. Shahidi and Wanasundara,1996).This topic hasbeenthoroughlydiscussedin theliterature. Furthermore,hexanal,a prominantoxidationproduct of linoleic andother omega-6fatty acids maybe

Table 5.5 Inhibition of formationof selectedvolatile oxidationproducts(%) in nitrite-andnitrite-freecuredmeats

Additive(s) TBARS Hexanal 2-pentyl- Nonanal 2,4-deca-furan dienal

SA 48 50 80 21 63STPP 70 62 40 34 57SA+STPP 92 88 88 61 64SA+STPP+CCMP 99 98 97 91 90SA+STPP+CCMP 99 99 98 92 96+TBHQ

SA + NaNO2 98 99 98 95 95

Abbreviationsare:TBARS, 2-thiobarbituric acid reactivesubstances;SA, sodiumascorbate;STPP,sodiumtripolyphosphate; CCMP, cookedcured-meat pigment; TBHQ, t-butylhydro quinone;andNaNO2, sodiumnitrite.

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used effectively to evaluate the oxidative state and off flavor formation incooked red meatsand poultry. However, when fatty acids in the food aredominated by omega-3 fatty acids, such as eicosapentaenoic and docasa-hexaenoic acids,useof hexanalasan indicatormight not be appropriate. Thus,propanal may be usedasan indicator for evaluation of aromadeterioration ofseafoodsandmarine oils.

5.6 Summary

The formation of desirablearomasin musclefoods has beenfound to arise,primarily, from thereactionof low-molecular-weight,water-soluble compoundsandinvolvementof lipids in Maillard reaction.While lipids andtheir breakdownproducts contribute positively to the flavor quality of freshly preparedmusclefoods, their further oxidationis recognized to causeMFD. Breakdown productsof lipids suchasaldehydes, ketonesandrelated compoundshavelow thresholdvaluesand,evenat relatively low concentration,maymaskthedesirable aromaof heterocyclic andacyclic heteroatomic compounds.Thus,controlof oxidationin muscle foods is necessary in order to protect them against generation ofundesirablearomasandflavor deterioration.Furthermore it is desirable to deviseformulations which could accentuate the desirablemeaty aroma in productswhich remaineffectiveduring prolongedstorage.

5.7 References

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BAILEY, M.E., CLARKE, A.D., KIM, Y.S. and FERNANDO, L. 1997. Antioxidantproperties of Maillard reaction products as meat flavor compounds. InNatural Antioxidants: Chemistry, Health Effects and Application. Editedby F. Shahidi, AOCS Press, Champaign,pp. 296–310.

BEN-AZIZ, A., GROSSMAN, S., ASCARELLI, I. and BUDOWSKI, P. 1971. Linoleateoxiation induced by lipoxygenaseand heme proteins: a direct spectrophotometric assay.Anal. Biochem.34: 88–100.

BROOKS,J., HAINER, R.B., MORAN, T. and PACE, J. 1940. The function of nitrate,nitrite and bacteria in the curing of bacon and hams. Department ofScientific and Industrial Research,Food Investigation Board. SpecialReport49. His Majesty’s StationeryOffice, London.pp. 2–4.

BUCKLEY, D.J.,MORRISSEY, P.A. andGRAY, J.I. 1996.Influence of dietary vitaminE on theoxidativestability andquality of pigment. J. Anim.Sci.73: 3122–3130.

CASSENS, R.G., GREASER,M.L., ITO, T. and LEE, M. 1979. Reactionsof nitrite inmeat.Food Technol. 33(7): 46–57.

CHO,S.H.andRHEE,K.S. 1995.CalciumchlorideeffectsonTBA valuesof cooked

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meat.J. Food Lipids 2: 135–143.CROSS,C.K. and ZIEGLER, P. 1965.A comparisonof the volatile fractionsfrom

cured anduncuredmeat.J. Food Sci. 30: 610–614.DRUMM, T.D. and SPANIER, A.M. 1991. Changes in the content of li pid

autoxidation and sulfur-containing compoundsin cooked beef duringstorage. J. Agric. Food Chem.39: 336–343.

EISERICH,J.P.andSHIBAMOTO,T. 1994.Antioxidantactivity andMaillard-derivedsulfur-containing heterocyclic compounds. J. Agric. Food Chem. 42:1060–1063.

EISERICH, J.P.,WONG, J.W. and SHIBAMOTO, T. 1995. Antioxidative activities offuran- andthiophenethiolsmeasured in lipid peroxidation systemsandbytyrosyl radical scavenging assay. J. Agric. Food Chem.43: 647–650.

FARMER,L.J. 1992.Meatflavor in The Chemistryof Muscle-BasedFoods. Editedby D.E. Johnston, M.K. Knight and D.A. Ledward. Royal Society ofChemistry, London. pp. 169–182.

FARMER, L.J. and MOTTRAM, D.S. 1990. Interaction of lipid in the Maillardreactionbetween cysteineandribose:theeffectof a triglyceride andthreephosphlipids on the volatile products. J. Sci. Food Agric. 53: 505–525.

FOLCH, J., LEES, M. and SLOANE-STANLEY, G.H. 1957. A simple methodfor theisolation andpurification of total lipids from animaltissues.J. Biol. Chem.226: 497–509.

FOOLADI, M.H., PEARSON,A.M., COLEMAN, T.H. andMERKEL, R.A. 1979.Therole ofnitrite in preventing developmentof warmed-overflavour. FoodChem.4:283–292.

FOX, J.B., JR. 1966.The chemistry of meat pigments.J. Agric. Food Chem.14:207–210.

GRAY, J.I., GOMAA, E.A. andBUCKLEY, D.J. 1996.Oxidative quality andshelf-lifeof meats. Meat Sci. 41: 8111–8123.

HADDEN, J.P.,OCKERMAN,H.W., CAHILL, V.R., PARRETT, N.A. andBORTON,R.J.1975.Influenceof sodiumnitrite on thechemical andorganolepticpropertiesofcomminutedpork. J. Food Sci. 40: 626–630.

HO, C-T., OH, Y-C. andBAE-LEE, M. 1994.The flavour of pork. In Flavor of Meatand Meat Products. Edited by F. Shahidi, Blackie Academic andProfessional,Glasgow, pp. 38–51.

HORNSTEIN, I. andCROWE, P.F.1960.Flavourstudieson beefandpork. J. Agric.Food Chem.8: 494–498.

HORNSTEIN, I. andCROWE, P.F. 1963.Meat Flavor: Lamb. J. Agric. Food Chem.11: 147–149.

IGENE, J.O., KING, J.A., PEARSON,A.M. and GRAY, J.I. 1979. Influence of haempigments,nitrite, non-haemiron ondevelopmentof warmed-overflavor incookedmeat.J. Agric. Food Chem. 27: 838–842.

JOHNS, A.M., BIRKINSHAWA, L.H. and LEDWARD, D.A. 1989. Catalystsof lipidoxidation in meat products. Meat Sci. 25: 209–220.

JOSEPHSON,D.B. 1991.Seafood. in Volatile Compoundsin FoodsandBeverages.Editedby H. Maarse,Marcel Dekker,Inc., New York, pp. 179–202.

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KANNER, J. and JUVEN, B.J. 1980. S-nitrosocysteine as an antioxidant, colourdeveloping andanticlostridial agentin comminutedturkey meat. J. FoodSci. 45: 1105–1112.

KANNER, J. andKINSELLA, J.E. 1983. Lipid deterioration initiated by phagocyticcells in muscle foods: �-carotene destruction of a myoloperoxidase-hydrogen peroxide-liahidesystem.J. Agric. Food Chem. 31: 370–376.

KANNER, J., HAREL, S. andJAFFE,R. 1991.Lipid peroxidation of muscle food asaffectedby NaCl. J. Agric. Food Chem.39: 1017–1021.

KANNER, J., HAREL, S., SHAGALOVICH, J. and BERMAN, S. 1984. Antioxidativeeffectof nitrite in cured meatproducts: nitric oxide-iron complexesof lowmolecular weight. J. Agric. Food Chem.32: 512–515.

LADIKOS, D. andLOUGOVOIS, V. 1990.Lipid oxidation in muscle foods: a review.Food Chem.35: 295–314.

LINDSAY, R.C. 1994. Flavor of fish. In: Seafoods: Chemistry, ProcessingTechnologyand Quality. Edited by F. Shahidi and J.R. Botta. BlackieAcademicandProfessional. Glasgow, pp. 75–84.

LINDSAY, R.C. 1997.Off-flavors in musclefoods. Abstract 7-3, Instituteof FoodTechnologistsAnnual Meeting andFoodExpo, 14–18June.

MACDONALD, B., GRAY, J.I. andKAKUDA, Y. 1980.Theroleof nitrite in curedmeatflavor. II. Chemical Analysis. J. Food Sci. 45: 889–892.

MACDOUGALL, D.B., MOTTRAM, D.S. and RHODES, D.N. 1975. Contribution ofnitrite and nitrate to the colour and flavour of curedmeats. J. Sci. FoodAgric. 26: 1743–1754.

MORRISSEY, P.A. and TICHIVAN GANA, J.Z. 1985. The antioxidant activities ofnitrite andnitrosylmyoglobin in cookedmeats.Meat Sci. 14: 175–190.

MOTTRAM, D.S.1983.Therole of triglyceridesandphospholipids in thearomaofcookedbeef. J. Sci. Food Agric. 34: 517-522.

MOTTRAM, D.S. 1991. Meat. In Volatile compoundsin Foods and Beverages.Editedby Henk Maarse,Marcel Decker, Inc., New York, pp. 107–177.

MOTTRAM, D.S. and EDWARDS, E.A. 1983. The role of triglycerides andphospholipids in the aromaof cookedbeef.J. Sci. Food Agric. 34: 517–522.

OHSHIMA, T., WADA, S. andKOIZUMI, C. 1988.Influencesof heme pigment, non-hemeiron andnitrite on lipid oxidation in cookedmackerel meat. NipponSuisanGakkaishi 54: 2165–2169.

PEARSON,A.M., LOWE, J.D. and SHORLAND, F.B. 1977. ‘Warmed-over’ flavor inmeat,poultry andfish. Adv. Food Res. 23: 1–74.

RHEE, K.S. 1988. Enzymatic and nonenzymatic catalysis of lipid oxidation inmusclefoods. Food Technol. 42(6): 127–138.

RHEE, K.S., SMITH, G.C. and TORRELL, R.N. 1983a. Effect of reduction andreplacement of sodium chloride on rancidity development in raw andcookedgroundpork. J. Food Protec. 46: 578–581.

RHEE,K.S.,TORRELL,R.N.,QUINTANILLA, M. andVANDERZANT, C. 1983b.Effect ofaddition of chloride saltson rancidity of groundpork inoculatedwith aMoraxalla or Lactobacillus species. J. Food Sci. 48: 302–303.

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ROBINSON, M.E. 1924. Hemoglobin and methemoglobin as oxidative catalysts.BiochemJ. 18: 255–264.

SATO,K. andHEGARTY, G.R. 1971.Warmed-overflavor in cookedmeats. J. FoodSci. 36: 1098–1102.

SHAHIDI, F. 1989. Flavor of cookedmeats.In Flavor Chemistry: TrendsandDevelopments. Editedby R. Teranishi, R.G. Buttery andF. Shahidi. ACSSymposiumSeries388.AmericanChemical Society,Washington,DC. pp.188–201.

SHAHIDI, F. 1991.Developingalternative meat-curing systems.TrendsFood Sci.Technol. 2219–222.

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SHAHIDI, F. and HONG, C. 1991. Role of metal ions and heme pigments inautoxidation of heat-processedmeatproducts. Food Chem.42: 339–346.

SHAHIDI, F. and PEGG,R.B. 1992. Nitrit e-freemeat curing systems: update andreview; Food Chem. 43: 185–191.

SHAHIDI, F. and WANASUNDARA, U. 1996. Methods for evaluations of theoxidative stability of lipid-containingfoods. Food Sci.Technol. Int. 2: 73–81.

SHAHIDI, F.,RUBIN, L.J. andD’SOUZA, L.A. 1985. Meat flavor volatiles:a reviewofthe composition, techniques and analysis, and sensoryevaluation. Crit.Rev.Food Sci. Nutr. 24: 141–243.

SHAHIDI, F.,RUBIN, L.J. andWOOD,D.F. 1987. Control of lipid oxidation in cookedgroundpork with antioxidantsand dinitrosyl ferrohemochrome.J. FoodSci. 52: 564–567.

SHAHIDI, F., RUBIN, L.J. and WOOD, D.F. 1988. Stabilization of meat lipids withnitrite-free curing mixtures.Meat Sci. 22: 73–80.

SIMON, S., ELLIS, D.E., MACDONALD, B.D., MILLER, D.G., WALDMAN , R.C. andWESTERBERG, D.O. 1973.Influenceof nitrite andnitriatecuringingredientson quality of packagedfrankfurters.J. Food Sci. 38: 919–923.

SPANIER, A.M., EDWARDS, J.V. and DUPUY, H.P. 1988. The warmed-over flavorprocess in beef: a study of meat proteins and peptides. Food Technol.42(6): 110–118.

ST. ANGELO, A.J., SPANIER, A.M. and BETT, K.L. 1992. Chemical and sensoryevaluation of flavor of untreatedand antioxidant-treatedmeat. In LipidOxidation in Food. Edited by A.J. St. Angelo. ACS Symposium Series500. American Chemical Society, Washington, DC. pp. 140–160.

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TICHIVAN GANA, J.Z. and MORRISEY, P.A. 1985. Metmyoglobin and inorganicmetalsas prooxidantsin raw and cookedmuscle systems.Meat Sci. 15:107–116.

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ZIPSER,M.W., KWON, T.-W. andWATTS,B.M. 1964.Oxidative changes in cured anduncuredfrozencookedpork. J. Agric. Food Chem.12: 105–109.

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6.1 Introduction

Colour stability of meat products is influenced by a large number of factorssome being of biochemical nature, some due to handling during the slaughterprocess and some due to packaging and storage conditions. This chapter focuseson modelling the effect of the external factors applied during packaging andstorage. However, meat from different sources show different tendencies toundergo colour deterioration and this variation in internal factors influences thedeveloped models. Therefore some consideration will also be given todiscussing how internal factors like, e.g., muscle type and addition of nitritein cured meat affect the models. Modelling can be used to identify the mostimportant factors/interaction of factors affecting quality loss and to definecritical levels of these factors, thereby forming the basis for proposing theoptimal packaging and storage conditions or the best compromise, if severaldeteriorative reactions need to be considered. Caution in choosing the optimalpackaging and storage conditions can largely improve the colour shelf life ofmeat products.

When packaging fresh meat products an elevated oxygen (O2) partialpressure needs to be maintained to keep the meat pigment myoglobin in itsoxygenated bright red state. Through modelling of a MAP system for fresh beef,the most critical external factors have been identified to be storage temperatureand gas composition (Jakobsen and Bertelsen, 2000). Through modelling of aMAP system for cured meat products the most critical external factors have beenidentified to be a low availability of oxygen combined with exclusion of light(storage temperature was kept constant at 5ºC) (Mølleret al., 2002). However,low availability of oxygen is not solely ensured by reducing the residual oxygen

6

Modelling colour stability in meatM. Jakobsen and G. Bertelsen, Royal Veterinary and AgriculturalUniversity, Frederiksberg

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level in the headspace during the packaging process. Other equally criticalfactorsareahighproduct to headspaceratio andapackaging film of low oxygentransmission rate (OTR) of the packagingfilm (Møller et al., 2002).

6.2 External factors affecting colour stability duringpackaging and storage

Modified atmosphere packed meat is a complex and dynamic systemwhereseveralfactors interact (Zhaoet al., 1994).Modelscanbeusedto describe howthe initial packageatmospherechanges over time andhow these changes affectproduct quality and shelf-life. The dynamic changes in headspace gascomposition during storagecan be modelled asa function of gastransmissionratesof the packaging material, initial gascomposition, product and packagegeometry, gasabsorption in the meatetc. Combinedwith the knowledge frommodelson quality changes in the meatasa function of packaging andstorageconditions such as storage temperature, gas composition and light exposure,predictions of product shelf life can be made. Pfeiffer et al. (1999)developedsimulations of how product shelf life changeswith different packaging andstorageconditionsfor a wide rangeof food products(primarily dry products).However, at presentsufficient modelsfor many quality deteriorative reactionsarelacking andonly a few attempts havebeenmadeto modelchemical qualitychanges in meat products, in contrastto modelling of microbial shelf-life, whereextensive work hasbeenperformed(McDonald andSun, 1999).

6.3 Modelling dynamic changesin headspacecomposition

6.3.1 Permeability of the packaging filmHeadspace gas composition changes dynamically due to several factors. Gasexchange with the environmentoccursover the packagingfilm, if the partialpressureof a gasdiffers on the two sides of the film. The amount of gasthatpermeatesover the film canbecalculated from equation 6.1 (Robertson,1993):

Q� P ��p � t � A 6:1

Q � the amount of gasthat permeatesover the film (cm3)P � the permeability of the packaging film (cm3/m2/24h/atm)�p � the differencein gaspartial pressureon the two sidesof the film (atm)t � the storagetime (24h)A � the areaof the package (m2)

Different gases have dif ferent permeabil ity through the same film. Forconventional films, the permeability of CO2 is generally 4–6 timesgreater thanthat of O2 and12–18times largerthanthat of N2. The permeability of a plasticfilm is roughly proportional to the thicknessof the film. Doubling the filmthicknessapproximately halvesthe permeability of the film.

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Permeability is also influencedby storagetemperatureandrelative humidity.Pfeiffer et al., (1999) found that the empirical equation 6.2 fitted well withliteraturedatafor oxygenpermeability.

P�T;RH� � exp�c0� c1=T � c2 � RH � c3 � RH2� 6:2

P � the permeability of the packaging filmT � storagetemperatureRH � storagerelativehumidityc � experimentally derivedcoefficient.

Gasexchangeover thepackaging film is of particularimportance whenthefilmneedsto maintain a narrowly definedgasconcentrationasshownin theexamplein section 6.5, where the permeability of even small amounts of O2 into apackage containing a cured meat product is considered a critical packagingparameter.

6.3.2 Gas absorption in the meatHeadspacegascomposition canalsochangedueto gasabsorptionin the meat.Packaging in elevatedlevelsof CO2 canresultin largeamountsof CO2 absorbedin themeat(JakobsenandBertelsen,2002;Zhaoet al., 1994)andtherebylargechangescompared to theinitial ly appliedgascomposition.Absorptionof O2 andN2 is negligible comparedto the absorptionof CO2 (Jakobsenand Bertelsen,2002). Models for CO2 solubility as a function of packaging and storageparameterssuchasproduct to headspacevolume ratio, temperature and initialCO2 level weredevelopedby Zhaoet al., (1995)andDevlieghereet al., (1998).FavaandPiergiovanni (1992)developedmodels of CO2 solubility asa functionof differentcompositionalparameters,aw, pH, protein,fat andmoisturecontent.As regardsgasabsorption, equilibrium is obtained during the first one or twodays. Microbial or meat metabolism can also causeslight changes in gascompositionby usingO2 andproducing CO2.

Whenit is understoodhow the gasatmospherecanchangefrom the initiallyapplied atmosphere under different packaging and storage conditions, thisknowledgecanbe usedto evaluate the effect on quality deteriorating reactions.Besidesmicrobial growth, the primary concern when packaging both freshandcured meatproductsis colour stability. The mechanismsof colour changes infreshmeatproducts andcuredmeatproducts arecompletely differentascanbeseenfrom the exampleson modelling given in the following two sections.

6.4 Modelling in practice: fresh beef

Jakobsen and Bertelsen(2000) and Bro and Jakobsen (2002) modelledcolourstability of fresh beef underdifferent packaging and storageconditions. In allcases colour measurementswere performed using a Minolta Colorimeter CR-

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300 (Minolta, Osaka,Japan) using the L; a; b coordinates (CIELAB coloursystem). Red colour was expressed as the a-value, the higher the a-value theredderthesample.Whenpackaging freshredmeatselevatedO2 partialpressuresare used to stabi l ise myoglobin in its bright red oxygenated form(oxymyoglobin). However,elevatedO2 levels may increase somedeteriorativereactions,e.g.,lipid oxidation.Consequently, it is interesting to investigateif alevel of O2 exists, which is acceptable when considering both colour stabilityand lipid oxidation. Jakobsen and Bertelsen (2000) investigated differentpackaging andstorageconditions(Table6.1)anddevelopeda regression model/responsesurfacemodel predicting the colour a-value as a function of storagetime, storagetemperature and O2 level basedon steaksof Longissimusdorsimuscles from four different animals.Theresulting model(equation 6.3)containsmain effects of the three factors plus two-way interactions and two squaredeffects. Interpretationof the model is best done by exploring the responsesurfaceplot (Fig. 6.1).

a-value� �0� �1 �Day� �2 �Temp� �3 �O2� �4 � Day�Temp��5 � Day�O2� �6 � Temp�O2� �7 � Day � Day� �8 � Temp� Temp 6.3

Where� is a regression coefficient.Figure6.1showsa responsesurfaceplot varyingthetwo factors,temperature

and O2 level, while keeping the third factor, storagetime, constantat day 6.Figure6.1 revealsan interval of approximately 55–80%O2, wherethe O2 leveldoesnot affect the colour a-valuesignificantly (the nearhorizontal lines in thisinterval mean thatonly temperature influencesthea-value). Theborders of thisinterval changea little depending on thesetting of theday.But it is evident thatthe O2 level can be reduced from the normally used70–80%without adverseeffect on colour shelf-life.

The complexity of the interactions/squaredtermsin equation 6.3 called forfurther searchfor adequate models. A novel approach called GEMANOVA(Generalized Multiplicative ANOVA) wastherefore usedin Bro andJakobsen(2002). In this study the effect of different packaging and storageconditions(Table6.2) on colourstability andlipid oxidation of steaksof Longissimusdorsimuscles from threedifferent animals was investigated.The effect of light wasevaluatedasthetime of exposure to a fluorescenttubecommonly usedfor retaildisplay (Philips Fluotone TLD 18W/830 yielding 1000 lux at the packagesurfacefor 0, 50 or 100% of thestoragetime). Evenwhen considering only two

Table 6.1 Packagingandstorageconditionsusedin the modelsdevelopedin JakobsenandBertelsen(2000)

Modelling factor Abbreviation No. of levels Settingof levels

Storagetime (days) Day 5 2, 4, 6, 8, 10Temperature(ºC) Temp 3 2, 5, 8O2 level (%) O2 5 20,35,50,65,80

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factor interactionsa traditional ANOVA modelfor the experimentin Table6.2would look like equation 6.4 (beforeremoval of any insignificant effects).

a-value� �0 � �1 � Day� �2 � Temp� �3�Light � �4 �O2��5�Day � Temp� �6 � Day � Light � �7 � Day �O2� �8 � Temp� Light��9 � Temp�O2� �10 � Light �O2 6.4

Where � is a regressioncoefficient.On thecontrary, whenapplying theGEMANOVA modelthe interactionsare

modelled as one higher-order multiplicative effect, resulting in equation 6.5

Fig. 6.1 Responsesurfaceplot of predicteda-values(averageof four animals)aftersixdaysstorageat different temperaturesanddifferent oxygenlevels (Adaptedfrom

JakobsenandBertelsen,2000).

Table 6.2 Packagingandstorageconditionsusedin the modelsdevelopedin Bro andJakobsen(2002)

Modelling factor Abbreviation No. of levels Settingof levels

Storagetime (days) Day 4 3, 7, 8, 10Temperature(C) Temp 3 2, 5, 8Light exposure(%) Light 3 0, 50, 100O2 level (%) O2 3 40, 60, 80

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(before removal of any insignificant effects). The interpretation of theGEMANOVA model is much more simple than the ANOVA model as isdiscussed in detail in Bro (1997)andBro andJakobsen (2002).

a-value� Day � Temp� Light �O2 6:5

The resulting GEMANOVA model for the datain Table 6.2 canbe written asequation 6.6, since the effect of the O2 level is insignificant in the intervalbetween 40–80% O2 (Bro andJakobsen2002).Theinteraction termDay � Temp�Light � cO2 describesdeviationsfrom thea-valueonday0 in avery simpleway,andinterpretationof the model parameters canbe performedfrom Fig. 6.2.

a-value� a-value0 � Day � Temp� Light � cO2 6.6

Wherea-value0 is the a-value at day 0 andcO2 is a constant.For all settingsof the factors the estimatedresponseis simply the starting

level of thea-valueplustheproduct of thefour effectsseenfrom theordinatesinFig. 6.2.Themultiplicative term in equation 6.6 is 0 on day0. Furthermore it iseasilyseenthat:

Fig. 6.2 Parameterlevelsfor the interactionterm �Day � Temp� Light � cO2� in equation6.6 (Adaptedfrom Bro andJakobsen,2002).

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• All changesin colour a-value are negative (colour becomesless red)comparedto the starting colour. The changeis calculated as the product ofthe four parametersDay, Temp, Light andO2, which consistof onenegativenumber (Day) andthreepositive numbers.

• The changes are relative and the effect of the individual factors can beinterpretedindividually. For example whengoing from 2ºCto 8ºCtheTemploading increasesfrom 1.2 to 2.4,meaningthat regardlessof all otherfactorsthe decreasein a-valueat 8ºC is twice the decreaseat 2ºC.

• The effectsof storagetime andtemperaturearemost important.• Theeffectof light is minor, althoughan increase in time of exposure to light

seemsto result in a decreasedcolour a-value.• Theeffectof theO2 level is insignificant in the interval from 40–80%andis

therefore containedin equation6.6 asa constant.

The GEMANOVA model confirms the results from Jakobsen and Bertelsen(2000)by emphasisingtheimportanceof keepinga low storagetemperatureandshowing no effect of O2 level in the interval between approximately 40–80%.However, the interpretationof the model is much more simple, since the effectof eachfactor canbe interpretedindividually.

Likewise applying the GEMANOVA model on the data set in Table 6.1results in equation 6.7which is muchmoresimple to interpretthanequation 6.3.

a-value� a-value0�Day�Temp�O2 6.7

Where a-value0 is the a-valueat day 0.From Fig. 6.3 the effect of the individual factors canbe interpreted,andthe

stable interval between 40–80%O2 is evident.It is rathersurprisingthat 40% O2 is sufficient to ensurethe stability of the

bright red meat colour, as an O2 level of 70–80% is commonly usedin theindustry. The applied product to headspacevolumeratio for the experiments inTables 6.1 and6.2 wasapproximately 1:9. The largeheadspacevolumemightcause only minor changes in headspace gas composition (oxygen partialpressure) to take place during storage.However, when packaging fresh meatproducts for retail sale, a large headspacevolume is common. Furthermore,large amounts of oxygenhaveto permeateover the film or be usedfor meat/microbial metabolism before a noteworthy changein oxygen partial pressuretakes place, and the meatcolour becomesaffected.A reductionin the appliedoxygenlevel leavesthe possibility of using morecarbon dioxide or nitrogeninthe package headspace.

6.5 Modelling in practice: cured ham

When packagingcured meatproducts it is important to keepthe O2 and lightexposure at a minimum. Møller et al. (2002)investigatedthecolourstability ofcured hamunderdifferentpackagingandstorageconditionsaccording to Table

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6.3.ColourmeasurementswereperformedusingaMinolta ColorimeterCR-300.The effect of light wasevaluatedas the light intensity from a fluorescent tubemeasuredon thepackagesurface. Theresultingregression model (after removalof insignificant effects) considering only two-factor interactions is shown inequation 6.8.

Fig. 6.3 Parameterlevels for the interactionterm �Day � Temp�O2� in equation6.7.

Table 6.3 Packagingandstorageconditionsusedin themodelsdevelopedin Møller etal., (2002)

Modelling factor Abbreviation No. of levels Settingof levels

Storagetime (days) Time 5 1, 3, 6, 9, 14ResidualO2 level (%) ResO2 3 0.1, 0.25,0.5MeasuredO2 level (%) MeasO2 – ContinuouslyOxygenTransmissionRate OTR 3 0.5, 10, 32(ml/m2/24h/atm)Volume ratio Vol 3 1:1, 1:3, 1:5(productto headspace)Light intensity (Lux) Light 2 500,1000Nitrite content(ppm) Nit 2 60, 150

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a-value� �0 � �1�ResO2� �2�Vol � �3�Light � �4�Nit � �5�Time��6�MeasO2��7�ResO2�Light��8�ResO2�Time��9�ResO2�MeasO2��10 � Vol �MeasO2� �11 � Light �MeasO2� �12 � Time �MeasO2 6.8

Where � is a regressioncoefficient.As expected, thea-valuedecreaseswith increasedtime, increasedresidual O2

level, increased OTR, increased light intensity and decreasednitrite content.However, the studyalsoshows the importanceof interactionsbetween factors.Especially the interaction between O2 level and product to headspacevolumeratio is interesting.Normally, the focus is on the residual O2 level (%) in thepackage andit is commonly overlooked that alsothe total amountof availableoxygenmoleculesis important.Thetotal amount of oxygenmoleculesavailablefor colour deteriorative reactions is determined by the residual oxygen levelafter packaging, themeatto headspacevolumeratio, andtheamountof oxygenthatpermeatesinto thepackageheadspacein combination.It is not sufficient tokeepa low O2 level in thepackageheadspace.If theheadspacevolumeis largetherewill still be plenty of oxygenmolecules for colour deterioration.

Figure 6.4 shows a contour plot of the interactionbetween‘measured O2

level’ and ‘volume ratio’ (the remaining factors are fixed to the followingsettings: residual O2 level� 0.25%, illuminance� 1000 lux, nitrite� 60 ppm,storagetime� 9 days). The a-value of the productfor a given combination of‘measuredO2 level’ and ‘volume ratio’ canbe found from the plot by readingthea-valuefrom thecorrespondingcontour line, e.g.,applying 0.10%‘measuredO2 level’ anda ‘volume ratio’ of 1:1.3resultsin ana-valueof 5.6after9 daysofstorage. It appears that to maintain a high a-value, it is necessaryto keepboththe oxygenlevel andthe headspacevolume low (lower left cornerof the plot),solely keepingthe O2 level low is not sufficient. The interactionbetween O2

Fig. 6.4 Contourplot of the interactioneffect betweenvolumeratio(product:headspace)andmeasuredO2 level (%) after nine daysstorage(Adaptedfrom

Møller et al., 2002).

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level and light intensity is also important. In order to maintain a goodproductcolour it is necessarysimultaneously to keep both the O2 level and the lightintensity low (Møller et al., 2002).

6.6 Internal factors affecting colour stability

6.6.1 Fresh meatLargevariationsin colourstability betweenmeatof differentorigin canstronglyinfluencethedevelopedmodels. Different meattypes showlargevariability dueto different myoglobin contentand different metabolic type (Renerre, 1990).Thecontentof myoglobinis, e.g.,largestin beeffollowedby lambandpork,andthe colour of pork is more stable than the other two species. Steaks ofLongissimus dorsi muscles have high colour stability and steaksof Semi-membranosusmuscleshavemediumcolour stability. Animals of differentage,breed, feeding, etc., will also show differences in colour stability (Renerre,1990;Jensen et al., 1998)

It appears from Figs 6.5 and 6.6 that there is a huge variation in colourstability between meat from different sources.A range of intrinsic factorsinfluencethe oxidative balancein raw meatandthereby the colour stability of

Fig. 6.5 Measureda-valuesfor four differentanimalsstoredin 80%O2 at 8ºC(Adaptedfrom JakobsenandBertelsen,2000).

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the meat (Bertelsenet al., 2000). Thus the oxidative stability of muscles isdependent on the composition, concentrations, and reactivity of (i) oxidationsubstrates(lipids, protein and pigments), (ii) oxidation catalysts (prooxidantssuch as transition metals and various enzymes) and (iii) antioxidants, e.g.,vitamin E andvariousenzymes. For a review seeBertelsenet al. (2000).

Meat from different origins show different tendencies to undergocolourdeterioration. It is thereforenecessaryto investigatemeatfrom a large numberof sourcesto beableto makegeneralconclusions.Despitethelargevariations incolour stability of meat from thedifferentanimalsandmuscle types investigatedin section 6.4 the pronouncedeffect of temperature andthe constant interval ofO2 arecommon. Only the rateof colour deterioration differs.

6.6.2 Cured meatA range of intrinsic factors affects the colour stability of nitrite cured meatproducts.Themostimportantarethe level of nitrite andthecontentof vitamin E

Fig. 6.6 Measureda-valuesfor two muscletypesfrom threedifferentanimals,storedin80% O2 at 8ºC. Longissismusdorsi muscles(closedsymbols)andSemi-membranosus

muscles(opensymbols).

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(Weberetal., 1999).Thus,optimumcolourstabilitycanbeachievedonly by usinga multifactorialapproach,wherebothintrinsic andextrinsicfactorsareconsidered(Bertelsenetal., 2000).FromFig. 6.7theeffectof thenitrite contenton therateofcolour deteriorationis evident.Increasingthenitrite contentstabilisesthecolour.Thisresultemphasisesthenecessityof investigatingthespecificproductof interestin orderto definecritical levelsof packagingandstoragefactors.

6.7 Validation of models

The examples in sections 6.4 and 6.5 clearly demonstrate the usefulness ofmodelling for identification of the most importantfactors/interactionof factorsaffecting colour deterioration. They also demonstrate how critical limits/intervals of these factors can be identified. For freshbeef it is recognisedthatkeepinga low storagetemperatureis the key parameterto obtaina long colour

Fig. 6.7 Measureda-valuesfor curedhamcontaining150 ppm (filled circles)and60ppm (opencircles)nitrite (eachpoint is an averageof 42 samples)(Datafrom Møller et

al., 2002).

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shelf-life. In addition a wide intervalof oxygenpartialpressureexiststhat resultin optimal colour stability, leaving the possibility of optimising the gascomposition with respectto other quality deteriorating reactions, e.g., lipidoxidation without compromisingthecolourstability. With respectto cured meatproducts it is importantto realisethat severalfactors influencethe total amountof O2 molecules available for oxidation.

Modelling of MAP systems shows great potential for optimising/tailoringstorageand packaging parameters to maintain product quality, in this caseagoodmeatcolourstability (JakobsenandBertelsen,2000; Lyijynen et al., 1998;Pfeiffer et al., 1999). As shown,modelling can be usedto identify the mostimportant factors affecting quality loss and to define critical levels of thesefactors. Multivariableexperimental design is necessaryto beableto investigatethe large number of influencing factors on several levels as well as theinteractions between factors. However, due to large biological differencesbetween meat from different sourcesand to differences in handling andprocessingof themeatit is alsoimportantto recognise that internal factors haveaneffecton thedevelopedmodels. Thedescribedmodelscanbeusedto predictthegeneralresponseof a meatproductto changes in external factors, but not topredict the exacta-valuefor a certainpieceof meat. That would requiremuchmorespecificmodels (for eachproducttype)andincorporationof knowledgeonthe internal factors into the models(JakobsenandBertelsen,2000).

6.8 Future trends

The obvious tools for optimisation of productshelf life through controlling thepackaging andstorageconditionsarecomputer simulations.Modelsof changesin headspace gas composition should be combined with models describingchanges in the most importantquality parameters.A computerprogramshouldbe given inputson:

• permeability of the different packagingfilms to be compared• storagetemperature• relative humidity during storage• gascomposition measured after packaging• the headspaceandproductvolumes• light conditions during storage.

By using computer simulationsthe time for reaching, e.g., an oxygencontentcritical for thecolour stability of a given product canbepredicted.Furthermore,demandsfor the permeabilityof the packagingmaterial canbe set,or the shelflife using aspecificpackagingfilm canbepredicted.Suchcomputer simulationsweredevelopedby Pfeifferetal., (1999)primarily for predicting qualitychanges,moisturegainandlipid oxidation in severaldry products. The models describedin the earlier sections arewell suitedfor defining critical factors andlevels formaintaining a goodmeatcolour stability of freshandcured meatproducts.

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Computersimulations are an attractive supplementto storageexperimentssinceit will not be necessaryto testall combinationsof the factors beforetheoptimal packaging and storageconditions can be chosen considering both theproduct shelf life andminimisationof the packaging material.

6.9 References

BERTELSEN G, JAKOBSEN M, JUNCHERD, MØLLER J, KROGER-OHLSEN M, WEBER C

and SKIBSTED L H (2000), Oxidation, shelf-life and stability of meatandmeatproducts, Proceedings 46th ICoMST, Argentina.

BRO R (1997), PARAFAC. Tutorial and applications, Chemometrics andIntelligent Laboratory Systems, 38, 149–171.

BROR andJAKOBSENM (2002), Exploring complex interactionsin designeddatausingGEMANOVA. Color changesin freshbeefduring storage, Journalof Chemometrics, 16, 294–304.

DEVLIEGHERE F, DEBEVERE J and VAN IMPE J (1998), Concentrationof carbondioxidein thewater-phaseasaparameterto modeltheeffectof amodifiedatmosphere on microorganisms. International Journal of Food Micro-biology, 43, 105–113.

FAVA P andPIERGIOVANNI L (1992),Carbondioxidesolubility in foodspackagedwith modified atmosphere. II: Correlation with somechemical-physicalcharacteristics andcomposition. IndustrieAlimentari, 31, 424–430.

JAKOBSEN M and BERTELSEN G (2000), Colour stability and lipid oxidation offresh beef. Developmentof a responsesurfacemodel for predicting theeffects of temperature, storage time, and modif ied atmospherecomposition, Meat Science, 54, 49–57.

JAKOBSEN M andBERTELSENG (2002),Theuseof CO2 in packagingof freshredmeatsand its effect on chemicalquality changesin the meat:A review.Journal of MuscleFoods, 13, 143–168.

JENSENC, FLENSTED-JENSENM, SKIBSTEDL H andBERTELSENG (1998), Effectsofrapeseedoil, copper(B)sulphate andvitamin E on drip loss, colour andlipid oxidationof chilled porkchopspacked in atmosphericair or in ahighoxygenatmosphere, Meat Science, 50(2), 211–221.

LYIJYNEN T, HURME E, HEISKA K and AHVENAINEN R (1998), Towardsprecisionfood packaging by optimisation, VTT research notes 1915.

MCDONALD K and SUN D (1999), Predictive food microbiology for the meatindustry:a review, International Journal of FoodMicrobiology, 52,1–27.

MØLLER J K S, JAKOBSEN M, WEBER C J, MARTINUSSEN T, SKIBSTED L H andBERTELSENG (2002), Optimizationof colour stability of curedhamduringpackagingandretail displayby a multifactorial design, Meat Science, Inpress.

PFEIFFER C, D’AUJOURD’HUI M, WALTER J, NUESSLI J and ESCHER F (1999),Optimizing food packaging andshelf life, Food Technology, 53,6, 52–59.

RENERRE M (1990), Review: Factors involved in the discolorationof beefmeat,

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International Journal of Food Scienceand Technology, 25, 613–630.ROBERTSONG L (1993), Food packaging: Principles and practice, Chapter 4,

Marcel Dekker, Inc. New York.WEBERJC, ALDANA L andBERTELSENG (1999).Inhibition of oxidative processes

by low level of residual oxygen in modified atmospherepackaged pre-cooked cured and non-cured meat products during chil l storage.Proceedings of the 11th IAPRI World Conference on Packaging.Singapore.114–120.

ZHAO Y, WELLS JH andMCMILL IN K W (1994),Applicationsof dynamic modifiedatmosphere packagingsystems for fresh red meats: Review, Journal ofMuscle Foods, 5, 299–328.

ZHAO Y, WELLS J H and MCMILLIN K W (1995), Dynamic changesof headspacegasesin CO2 andN2 packagedfreshbeef.Journal of Food Science, 60 (3),571–557.

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7.1 Introduction

Fat is an essential component of meat for sensory perception of juiciness,flavour and texture. Fat in meat also supplies fatty acids that cannot besynthesised by humans. The perception of healthiness and sensory expectationare important quality criteria that influence the decision of a consumer topurchase a particular food product. Consumer perception of the influence of thecontent and composition of fat in meat, and in particular beef, for human healthwill be reviewed. Negative perceptions of beef as an excessively fat food havecontributed to beef losing market share to competing meats and other proteinsources throughout the developed world. Fresh meat production systemsrepresent the combined and interacting effects of genotype, gender, age atslaughter and nutrition before slaughter, all of which can contribute todifferences in the fat concentration of fresh meat. These influences will bebriefly reviewed and it will be demonstrated that modern lean red meat can havean intramuscular fat concentration of 25–50 g/kg and can be considered a low-fatfood.

The opportunities to exploit the diet of meat animals to produce flavoursomemeat that has an increased concentration of conjugated linoleic acid (CLA), acompound that may protect against obesity, cancer and heart disease, a low fatconcentration and a fatty acid profile more compatible with current humandietary recommendations will be illustrated. The chapter will end with acommentary on likely future trends in the fat content of meat and meat productsincluding the possibility of meat being recognised as a functional food.

7

The fat content of meat and meatproductsA. P. Moloney, Teagasc, Dunsany

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7.2 Fat and the consumer

The fat in meat supplies essential fatty acidsandvitamins andplays anessentialrole in the sensory perception of juiciness, flavour and texture. Nevertheless,thereis a perception amongconsumersandoftenthemedical professionthatredmeat, in particular beef, is a food with an excessively high fat concentration.Further, meat fat is consideredto causea variety of human diseases, mainlybecauseof thebelief that it hasa high proportion of saturatedfatty acids(SFA)which raise blood cholesterol levels, a risk factor for cardiovasculardisease(Departmentof Health,1994). Historically,animalproducts wereconsideredtobe wholesome, versatile foods for humans and important for human health.From the 1960s however, attitudes towardsfatty foods beganto changeandanimalfatswerelinked to theonsetof coronary heartdiseaseandotherdiseases.In 1984, the Committee on Medical Aspectsof Food Policy (COMA, 1984)publisheda report on diet in relation to cardiovasculardiseaseand this reportandits successorshavebecomethebasisof public policy in theUK. Amongtheevidenceconsidered by the panel was the so-calleddirect evidence, i.e., thecorrelation found by Keys (1970) betweenmortality due to coronary heartdiseaseandtheproportion of dietaryenergy derivedfrom saturatedfat in sevencountries, selected from 21 for which datawereavailable. This conclusionhasbeen subjected to increasingcriticism (e.g. Blaxter and Webster, 1991) andHegstedandAusman(1988)demonstratedthat if Keys’ datafor JapanandItalyaredeletedthennostatistically significant correlationremainsbetween countriesin the relationship between diet and coronary heart disease. Nevertheless,medical authorities world-wide recommendthat energy intake from fat shouldnot exceed 30–35%,that energy intake from SFA shouldnot exceed10% oftotal energy intake and that energy intake from monounsaturated fatty acids(MUFA) andpolyunsaturatedfatty acids(PUFA) shouldbeapproximately 16%and7%, respectively, of energy intake.Furthermore, an increase in n-3 PUFAconsumption such that the ratio of n-6:n-3 PUFA is <4:1 has also beenrecommended (Department of Health, 1994; Gibney, 1993, United StatesDepartment of Agriculture, 2000). It is likely that such recommendationscontributed to the decline in red meat consumption and provided impetus todevelop strategiesto alter the total fat concentration and the fatty acidcompositionof meat fat to be morecompatible with consumer requirements.

7.3 The fat content of meat

7.3.1 FatnessIn a recentbriefing paperfrom the British Nutrition Foundation (1999), it wasconcludedthat ‘meatandmeatproducts arean integral part of the UK diet andmake a valuable contribution to nutritional intakes’. The fat content of meatvaries with the choice of cut or meat product, the speciesof animal and theproduction system throughwhich that animalhascome(Sections7.4 and7.5).

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Dataon the fat contentof a rangeof meat products arecompiled andpublishedin food composition tables by several agencies, world-wide, so selectedexamples only are shown in Table 7.1. Fat in meat can be present asintermuscular fat (between the muscles),intramuscular fat (or marbling, i.e.,within the muscles)and subcutaneous fat (under the skin). Most of the fat ispresentasglycerolesters,but cholesterol, phospholipids andfatty acidestersarealsopresent.Due largely to consumerpreferencefor low-fat food products, thered meat industry beganin the early 1980sto modify productionsystems toproduce lessfat in meat.The fat contentof thecarcasshasdecreasedin Britainby over 30% for pork, makingmany pork cutscomparable with chicken, 15%for beef, and 10% for lamb, with further reductions anticipatedfor beef andlamb over the next 5–10 years(Higgs, 2000).Theseachievementsare due toselectivebreedingandfeedingpracticesdesignedto increase thecarcassleanto

Table 7.1 Total fat andfatty acid concentrationof meatandmeatproducts(g/100g)(adaptedfrom Chanet al., 1995,1996)

Fat SFA* MUFA* PUFA*

Braisingsteak,lean,braised 9.7 4.1 4.1 0.6Chickenbreast,skinless,grilled 2.2 0.6 1.0 0.4Lamb leg, lean,roasted,medium 9.4 3.8 3.9 0.6Liver, pig, stewed 8.1 2.5 1.3 2.2Minced beef,extra lean,stewed 8.7 3.8 3.8 0.3Pork loin chops,lean,roasted 10.1 3.7 4.0 1.5Turkey thigh, casseroled 7.5 2.5 2.7 1.8Bacon,back,fat trimmed,grilled 12.3 4.6 5.2 1.6Chickenkorma 5.8 1.7 1.9 1.8Chilli con carne,chilled/frozen,reheated 4.3 1.9 1.9 0.2Ham, canned 4.5 1.6 2.0 0.4Lamb kheema 14.5 3.8 5.3 4.2Lamb kheema,reducedfat 9.7 3.4 3.6 1.8Pork andbeefsausages,grilled 20.3 7.5 9.1 2.2Pork sausages,reducedfat, grilled 13.8 4.9 5.9 2.1Salami 39.2 14.6 17.7 4.4Steakandkidney pie, singlecrust 16.4 6.1 6.7 2.5Turkey pie, singlecrust 10.3 4.5 3.7 1.5

Extra-lean meatBeef, extra-trimmed,lean 5.1Beef, mini-joint 3.4Beef, skirt steaks 6.9Lamb, extra-trimmed,lean 7.5Lamb, leg steaks 5.2Lamb, medallions 8.0Pork,extra-trimmed,lean 3.7Pork,escalopes 1.7Pork,medallions 3.9

*SFA = saturatedfatty acids,MUFA = monounsaturated fatty acids,PUFA= polyunsaturated fattyacids

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fat ratio; official carcassclassification systems designed to favour leanerproduction; andmodernbutcherytechniques(seaming out whole muscles,andtrimming away all intermuscular fat). Thesechangesareshownschematically inFig. 7.1.Beefproducedduring our researchhada marbling fat concentrationinthe orderof 20–50g/kg. This lean beefcould therefore be considereda low-fatfood, especially when compared to the fat concentration presentedfor meatinmany tablesof food composition(>70–100g/kg).

The fat contentof meatproductscan vary considerably,dependingon theproportion of lean andfat from theoriginal meat aswell asthelevel of inclusionof otheringredients.Traditional meat productssuchassausages,pastry-coveredpiesandsalamiarehigh in fat (up to 50%) but modern productsincludereadymeals andprepared meatsthat canbe low in fat (5%). The trenddownwards infat for red meat is reflected in the reducedfat contentof a number of meatproducts, such as hams and sausages (Table 7.1). While reduced-fat meatproducts are now available, the potential for productdevelopment in this areahasnot beenfully exploited.

While themeatindustry continuesto addressconsumerpreferencefor lower-fat meatandmeatproducts, therelationship betweenthefat contentandsensoryperceptionof meatmust beconsidered.In somemeatproduction systems (USA,

Fig. 7.1 Reductionin fat contentof meat(After Higgs,2000).

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beef), high intramuscular fat content (marbling) has been associated withsuperiortenderness,juicinessand overall satisfaction. Moreover, many of theflavour compoundsof meatarecontained in the fat componentor arereleaseddue to chemicalchanges in the fat, alone and in interaction with the proteincomponent,during ageingandcooking. Theconsensusof opinionnow is that adecreasein intramuscular fat to 2% will not impair eating quality of meat(Wood, 1990). This hasbeenobserved with pork loin or lean chicken breast(Chizzolini etal., 1999).A reductionin intramuscular fat contentto 2–5%with arelatively greater reduction in ‘waste’ fat depots such as subcutaneous andintermuscular would make a positive contributionto production efficiency andconsumerhealth without negatively impactingon meatquality.

7.3.2 Fatty acidsThefatty acidcompositionof selectedmeatandmeatproductsis alsoshowninTable7.1.Most meatsprovidesimilar proportionsof SFA andMUFA, makingthem an important sourceof the latter. While the ratio of PUFA to SFA islower in ruminant tissuethan non-ruminanttissue,SFA representsless thanhalf of the total fatty acidsof beefandof SFA, 30%arerepresentedby stearicacid which hasbeenshownto be neutralin its effect on plasmacholesterolinhumans (Bonanomeand Grundy, 1988). This indicates that the commonreferenceto beef fat asvery saturatedis erroneous.Meat contributesto PUFAconsumption,including docosahexaenoicacid and eicosapentaenoicacid ofwhich therearefew rich sourcesapartfrom oil-rich fish. Docosahexaenoicacidhasan importantrole in the developmentof the centralnervoussystemof thenewborn while eicosapentaenoicacid is involved in blood clotting and theinflammatory response.Meat from ruminant animals in particular, but alsomonogastricscanbea sourceof CLA (Section7.5.3).Thereis a growingbodyof evidencethat a healthy diet which includes lean red meat can producepositive changesin lipid biochemistry.Blood cholesterollevels are increasedby inclusion of fat, but not lean meat, in an otherwiselow-fat diet. Equalamountsof leanbeef,chickenandfish addedto low fat, low saturatedfat diets,simi larly reduce plasma cholesterol and LDL-cholesterol levels inhypercholesterolaemicand normocholesterolaemicmen and women.

7.4 Animal effectson the fat content and compositionof meat

7.4.1 FatnessAn increasein fat depositionper se is generally accompanied by an increaseinintramuscular fat concentration. The degree of fatness is determined bygenotype, the weight of the carcassandhow closethe animal is to its ultimatemature size when slaughtered.In animal production systemswhich evolve tooptimiseeconomic efficiency,severalof thesefactorsmay vary. The impactofthesefactors will be illustrated separately but likely interactions with the other

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factors andnutrition (Section7.5) shouldalsobe considered.Acrossgenotype,breeds that have light mature bodyweights mature earlier than thosewith aheavier mature bodyweight.Therefore at a constanttime relativeto birth, earliermaturing animalswill befatter thanlatematuringanimals.This is illustrated bythe dataof Keane (1993)shownin Table7.2 for different breedsof beefcattle.At 280kg carcassweight,Friesianshad18%fat. The corresponding proportionfor Herefords,an earlier maturing breed was 21%, and for the later maturingLimousin, Charolais and Belgian Blue breeds were 16%, 12%, and 13%respectively. As carcassweight increased, the proportionsof fat increased andproportions of muscle and bone decreased.Compared with 280kg, a 400kgFriesian carcasshad 27% fat. Correspondingproportions for Herefords andCharolais were 31% and 21%, respectively. Intramuscular lipid proportionincreased with increasing carcassweight and did so more rapidly for earlier-maturing breeds.For example, over the carcassweight range280–400kg, lipidconcentration increasedby 51g/kg for Herefordscomparedwith an increase ofonly 21g/kg for BelgianBlues.Similar lipid concentrationswould be obtainedfrom a Hereford carcassweighing 280kg and a Charolais carcassweighing340kg. With respect to gender,heifers of the same breedgrown together withsteersachieveda similar carcasscomposition at a lighter carcassweight(267vs.326 kg) i.e., heifers are earlier maturing than steers (Keane,1993). Similarly,castration of intact male animals renders the resulting castrates more earlymaturing with respect to body composition.

In general for anyparticular ratio, an increase in intakeby a meat-producinganimal will promote a higher growth rate and a fatter carcass(at a similarcarcassweight) i.e., growth rate per se will increasefat deposition relative toproteindeposition (Owenset al., 1995).This seemsto reflectsomemaximalrateof musclegrowth which appearsto be related to ageaswell asprotein intake

Table 7.2 Fat concentration(g/kg) of beefcarcassand longissimusdorsi muscle(adaptedfrom Keane,1993)

Carcassweight(kg)

280 340 400

Sire Sub. IM. Sub. IM. Sub. IM.Breed(a) Fat(b) Fat(c) LD(d) Fat(b) Fat(c) LD Fat(b) Fat(c) LD

Friesian 77 104 22 102 123 43 130 138 67Hereford 91 114 26 121 134 50 155 150 77MRI 76 102 22 98 120 46 123 135 73Limousin 65 90 20 86 109 35 109 126 53Blonde 53 74 16 72 90 25 92 105 37Simmental 61 87 18 82 104 30 105 119 45BelgianBlue 53 76 16 71 91 25 89 106 37Charolais 55 80 16 74 96 28 95 110 43

(a)Matedto Friesiancows(b) Subcutaneousfat (c) Intermuscular fat (d) Longissimus dorsi muscle

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(Basset al., 1990).However, thereis some opportunity to decreasefatnessbymanipulating the growth pathrelatively close to slaughter. ThusMoloney et al.(2001) reported that compared to cattle finished on a grass silage andconcentrateration, feeding unsupplementedsilagefor 56 daysfollowed by thesameamountof concentratesoffered ad libitum decreased internal fat weightand longissimus dorsi lipid concentration. Practical methodsof decreasingfatnessin farm animalshavebeenreviewed (Basset al., 1990).

7.4.2 Fatty acidsManycomparisonsof animalfactorsareconfoundedby differences in fatness. Ingeneral, increasingfatnessresults in greater unsaturation of lipid with theMUFA proportion increasing and SFA proportion decreasing(Duckett et al.,1993). However, where corrections have been made for fatness, somedifferences in fatty acid composition due to genotype have been reported.Zambayashiet al. (1995)suggestedthat theJapaneseBlack breedof cattle hasageneticpredisposition for producing lipids with higher MUFA concentrationsthan other breeds studied. The Wagyu beef breedis characterisedby greaterintramuscular than subcutaneous fat deposition and was found to havehigherconcentrationsof MUFA and a higher MUFA:SFA ratio than other breedsinseveral studies (Xie et al., 1996). Similarly for pigs, the Duroc breed,characterisedby higher amountsof intramuscular fat relative to backfat, hadhigherintramuscular SFA andMUFA proportionsandlower PUFA proportionsthan British Landrace pigs (Cameron and Enser, 1991). In both breeds,increasing intramuscularfat deposition caused a relativelygreaterincrease in theMUFA proportion than the SFA proportion.Breed differences and effects ofmaturity or growth stage on the subcutaneousor intramuscular fatty acidcomposition of beefhavebeenreviewedby deSmetetal. (2001).With regard togender, fewer comparisons have been made but Malau-Aduli et al. (1998)reported phospholipid PUFA:SFA ratios of 0.27 and0.54 for steer andheifersrespectively, fed on pasture.

Specific breeddifferences in then-6:n-3PUFA ratio andin theconcentrationof longerchainn-3 PUFA thatprobably couldnot beattributedto differences inintramuscular fat concentration have also been reported.Choi et al. (2000)reported significantly higher proportions of C18:3n-3 in neutral lipids andphospholipids andhigherproportionsof C20:5n-3andC22:5n-3in phospholipids ofWelshBlack compared with Holstein Friesiancattle, resulting in a lower n-6:n-3ratio in WelshBlack, whereastherewereno differences in theconcentrationsofC18:3n-3 and C22:6n-3. The preferentialdeposition of n-3 PUFA wasmaintainedon diets containing supplemental n-3 PUFA, indicating no breed by dietinteraction. Itoh et al. (1999) found significant differencesbetweenAngusandSimmental cattlein thedeposition of C18:3n-3andof thelonger chain fatty acids,but breed by diet interactionswerepresentfor some of thefatty acids,makingitdifficul t to interpret the breedeffects.Despitethe above,de Smetet al. (2001)concludedthatmuch of thedifferencesin fatty acidcompositionapparently due

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to genotypecould be explainedby variation in intramuscular fat concentrationand that effects of genotypewere in general much smaller than effectsdue todiet.

7.5 Dietary effectson the fat content and compositionof meat

7.5.1 FatnessWhenexamining the effectsof diet on the fat content of meatit is importanttoseparatethedirecteffectsof dietary ingredientsfrom indirecteffectsof possibledifferencesin energy intake on carcassweight and fatness. Carcass fatnessinmonogastrics and ruminants can be influenced by the energy and proteinconcentrationin thediet.However, theextentto which theproportionof lean-to-fat is alteredby dietary manipulations is limited without havinga major impacton growth rate and feed efficiency. In pigs, restricting the energy intake byfeeding a low-energy (low fat and/or high fibre) diet will reducecarcassfatdeposition. Other nutrients must be supplied in sufficient amountsto supportmaximum lean tissueaccretionor restriction in energy intake may result inprotein being used for energy purposes. Feeding excessprotein, i.e., excessessential aminoacids,to pigs will result in a higherproportionof lean to fat inthe carcassbut the effect is primarily a result of energy restriction relative toprotein.Changesin intramuscularfat concentrationcanalsobeaccomplishedbyvarying the energy and protein composition of the diet. Knowledgeof energyand amino acid nutrition of ruminants is not as advanced as for monogastricsmainly dueto pre-fermentation andtransformation of dietary ingredientsin therumen of ruminants.

Nevertheless, there is a body of evidence that unwilted, extensivelyfermented grasssilage can increase fatnessrelative to wilted silage/hay ornon-silage-baseddietsandthat starchy ingredientspromote greater fatnessthandigestible fibre-based ingredients. In a grass silage-based ration, proteinsupplied in excess of requirement increasedcarcassfatness(SteenandRobson,1995). Increasing propionate supply from the rumen by addition of sodiumpropionateto the diet decreased fat deposition (Moloney, 1998; 2002). Manystudies have compared the effects of forage-based diets with concentrate(usually grain) -baseddiets.In a literaturesurvey,Muir et al. (1998)foundlittledifferencein marblingbetween grain-fedandgrass-fedbeefat thesamecarcassweight. This conclusionis supported by French et al. (2000).

7.5.2 Fatty acidsFatty acid deposition in monogastrics largely reflects dietary fatty acidcomposition (Wood and Enser, 1997,Rule et al., 1995).This is illustratedbydatafrom Verbekeet al. (1999)shown in Table 7.3. Intramuscular fat in pigshadhighMUFA reflectingendogenoussynthesisbut incorporation of oilseedsinthe diet can increase the PUFA:SFA anddecreasethe n-6:n-3PUFA ratio. An

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importantdifferencebetween monogastricsandruminantsis that the long-chainn-3 PUFA, including eicosapentaenoic acid anddocosahexaenoic acid, arenotincorporatedinto triacylglycerols to anyimportantextentin ruminants.Theyareincorporated mainly into membrane phospholipids and therefore, are foundpredominantly in muscle(Enser et al. 1996).This providesthe opportunity tomanipulateintramuscularfatty acidcomposition of ruminantmeatwithout largeincreases in fatnessper se.

In ruminants, dietary PUFA are hydrogenated to SFA but a proportion ofdietary unsaturated fatty acidsbypasses the rumenintact and is absorbed anddeposited in body fat (Wood andEnser,1997). Increasing the dietarysupply ofPUFA, particularly n-3 PUFA, is onestrategyto increase PUFA concentrationsin ruminantmeat.In Table 7.4, inclusion of bruisedwhole linseed,a rich sourceof linolenic acid,resultedin 100%increase in concentrationof linolenic acid inmusclewhile a linseed oil-f ish oil treatment increased the marine n-3 PUFAconcentrations(Scollan et al. 1997;2000).The fatty acid composition of beefcan be more efficiently modified by including in the diet, fatty acidsthat areprotectedfrom ruminal hydrogenation(Scottet al. 1971, Demeyer andDoreau,1999).Scollanet al. (2001)showedthat a protectedlipid supplement markedlyimproved the PUFA:SFA ratio in muscle (Table 7.4).

Grasshas higher PUFA and particularly higher n-3 PUFA, primarily aslinolenic acid, than grain-basedruminant feeds. In general, grass-fedbeef hashigher concentrationsof PUFA, particularly in the phospholipid fraction, thangrain-fedbeef(Griebenow et al., 1997).An increasein theproportionof grass inthe diet of finishing steers decreasedthe SFA concentration, increasedthePUFA:SFA ratio, increased the n-3 PUFA concentration and decreased the n-6:n-3PUFAratio (Frenchet al., 2000).Then-3PUFAdetectedin meat from thegrass-fed cattle in this study was predominantly linolenic acid. The healthbenefits of n-3 PUFA from plant and marine (i.e. longer chain fatty acids)sourcesappear to differ. An expert workshopon this issue(de Deckere et al.,1998)concludedthat:

thereis incompletebut growing evidencethat consumption of the plantn-3 PUFA, alpha-linolenic acid, reducesthe risk of coronary heartdisease. An intakeof 2g/d or 1% of energyof alpha-linolenic acid

Table 7.3 Influenceof fat sourceson fatty acid compositionof pig muscle(adaptedfrom Verbekeet al., 1999)

Fat source

Fatty acids Tallow Rapeseed Soybeans Linseed Safflower

C18:1(%) 44.06 46.55 38.75 38.17 48.8C18:2(%) 10.36 10.54 14.98 10.68 10.4C18:3(%) 0.52 1.11 1.04 4.41 1.40PUFA:SFA 0.30 0.32 0.37 0.36 0.34n-6:n-3 19.92 9.50 14.40 2.42 7.43

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appears prudent. The ratio of total n-3 over n-6 PUFA (linoleic acid) isnot useful for characterising foodsor dietsbecauseplant andmarinen-3PUFA showdifferenteffects,andbecausea decreasein n-6 PUFAintakedoesnot produce the same effectsasan increasein n-3 PUFAintake.Separaterecommendations for alpha-linolenic acid, marine n-3PUFA and linoleic acid arepreferred.

Grass-fed beef can contribute to diets designed to achieve an increasedconsumption of n-3 PUFA.

7.5.3 Conjugated linoleic acidConjugatedlinoleic acid (CLA) refersto a mixture of positionaland geometricisomersof linoleic acid (18:2 n-6). The cis 9, trans11 form is believedto be themostcommonnaturalform of CLA with biologicalactivity, butbiologicalactivity

Table 7.4 Influenceof fat sourceson the fatty acid composition(mg/100gtissue)ofbeefmuscle(adaptedfrom Scollanet al., 1997;2000;2001)

(i) Different sourcesof oil

Fatty acids Control Linseed Fish oil Linseed/fishoil s.e.d. SignificanceC16:0 1029 1089 1305 1171 206.0 NSC18:0 528 581 543 490 104.0 NSC18:1 1209 1471 1260 1225 279.0 NSC18:2 81 78 66 64 9.2 NSC18:3 22 43 26 30 5.6 **C20:4 23 21 14 17 1.5 ***C20:5 11 16 23 15 1.9 ***C22:6 2.2 2.4 4.6 4.9 0.52 ***Total fatty acids 3529 4222 4292 3973 741.0 NSPUFA:SFA 0.07 0.07 0.05 0.05 0.011 NSn-6:n-3 2.00 1.19 0.91 1.11 0.141 **

(ii) Oil protectedfrom ruminal biohyrogenation

Fatty acids Control 500gPLSy 1000gPLSy s.e.d. SignificanceC16:0 986 843 598 117.8 *C18:0 508 421 331 61.6 *C18:1 1195 1144 759 177.0 *C18:2 100 195 215 9.5 **C18:3 23 46 46 4.3 **C20:4 28 27 28 2.0 NSC20:5 10 10 9 1.2 NSC22:6 2 2 2 0.4 NSTotal fatty acids 3505 3260 2421 430.8 *PUFA:SFA 0.06 0.19 0.28 0.029 **n-6:n-3 4.6 4.4 4.7 0.48 NS

Notes* = p< 0:05, ** = p< 0:01, *** = p< 0:001y= protectedlipid supplement.

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has been proposedfor other isomers,especially the trans 10, cis 12 isomer.Conjugatedlinoleic acid hasbeenshownto be an anticarcinogen,and to haveantiatherogenic, immunomodulating, growth promoting, lean body mass-enhancing and antidiabetic properties (MacDonald, 2000; Whigham et al.,2000).It is foundin highestconcentrationsin fat from ruminantanimals,whereitis producedin the rumen as the first intermediatein the biohydrogenationofdietary linoleic acid. In the secondstepof the pathway,the conjugateddieneishydrogenatedto trans 11 octadecenoicacid (trans-vaccinicacid) which is nowthoughtto beasubstratefor tissuesynthesisof CLA via anenzymaticdesaturationreaction.Becauseof thepotentialhealthbenefitsarisingfrom CLA consumption,there is considerableresearcheffort directedto increasingthe CLA contentofruminant-derivedfood. Milk fat CLA concentrationsareprimarily influencedbylinoleic acid supply to the rumen,by inclusion of grassin the diet and by theforageto concentrateratio of the diet (Kelly et al., 1998a,b; Jianget al., 1996).

For ruminantmeat,an increase in theproportion of grass in thediet causedalinear increasein CLA concentration, while a grasssilage/concentrate dietresultedin a lower CLA concentration than a grass-baseddiet with a similarforageto concentrate ratio (Frenchet al., 2000). Inclusionof sunfloweroil in thesupplementaryconcentrateto a silage-based diet alsolinearly increased muscleCLA (Noci et al., 2002).Concentrationsof CLA in Irish andAustralianbeefcanbe two to threetimes higher thanthosein United Statesbeef. This presumablyreflectsthe greater consumption of PUFA-rich pasturethroughoutthe year bycattle in these countries. Protection of dietary CLA from ruminalbiohydrogenation is being examined with equivocal results. Gassmanet al.(2000)reported a 2.4 and3.0-fold increasein intramuscularCLA concentrationin rib androundmuscle, respectively, in responseto inclusion of 2.5%protectedCLA in the diet of cattle. Dietary inclusion of CLA has also beenshown tomarkedly increasethe CLA concentration of pig muscle(from 0.09 to 0.55%total fatty acids in the study of Eggert et al., 2001) and chicken muscle. Inaddition, thereis evidencethattheCLA concentrationincreasesin foodsthatarecookedand/or otherwise processed.

7.6 Future trends

In the UK between1989 and 1999, consumptionof primary poultry meat andother meat productsincreasedwhile that of carcassmeat (beef, veal, mutton,lamb, and pork) declined (Robinson,2001). Robinson(2001) consideredthisincreasein consumptionto beduemainly ‘to increasesin meat-basedreadymeatsand takeaways eaten at home’. This clearly reflects consumer desire forconvenienceproductsand presentsa major challengeto the non-poultrysectorandto theprimered-meatsector,in particular.To regainmarketshare,this sectorof the meatindustrywill haveto developa morediverserangeof products.

The declinein carcassmeatconsumption also reflects consumerpreferencefor low-fat meat and meat products, guided by medical advice. Recent

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developmentsin decreasingthetotal fat concentrationof meat andmanipulatingthe fatty acid concentration have been illustrated in earlier sectionsof thischapter. Thereare clear opportunitiesto manipulate the animal componentoffatnessby integratingthe variouscontributingfactors, i.e., breed selection,useof non-castratedmaleanimals,slaughteredyoungandfedappropriately,etc.It islikely that the nutrient requirements to optimise protein accretion whileminimising adiposetissue accretion will be defined more precisely than atpresent. Current and future research will then focus on optimising both thesupply of nutrientsandthetimewhen theyaresupplied (bothdiurally andduringthe lifetime of the animal) to allow the targetanimal to achieveits geneticallydeterminedbody andmuscle composition.

The data presentedon factors affecting the fatty acid composition of theintramuscularfat of meatdemonstratethatmeat canbe producedthathasa fattyacid profile morecompatiblewith currentmedical recommendationsfor humandiet composition. In particular, red meatscannow be producedthat are low infat, havea lower concentration of atherogenic SFA, higher MUFA andPUFAconcentrations and lower n-6:n-3 PUFA ratio than was possible previously.Moreover, thereis emerging evidencethat palmitic acid andstearic acid do notcontribute to coronaryheartdiseaseindicating that the perception that all SFAare ‘unhealthy’ is incorrect. Sincemeatintramuscular fat containsvirtually noshort chain SFA, only myristic acid contributes to elevated low densitylipoproteincholesterol,a risk factor for coronaryheartdiseaseandthis typicallyrepresentsjust 3% of total fatty acids. Since n-6:n-3 PUFA ratio in meat iswithin thedesirable range,futureresearch will focuson enhancing thefatty acidprofile of meat even further, in particular with the use of emergingrumenprotection technology. Parallel research will be required to ensure adequateantioxidantprotection in meatwith an improved PUFA:SFA ratio.

The so-called ‘lipid hypothesis’ hasguidedmedical advice for many years.This hypothesisis beingincreasingly criticised,particularly ason-goingresearchon lipid metabolism in humansandits relationship to healthanddiseaseyieldsdatainconsistentwith this hypothesis.Moreover, the hypothesisthat a low-fat,high-carbohydratediet is bestfor preventing obesity, adisorderoftenconsideredto reflect fat consumption, is alsobeingincreasingly rejected.It is to be hopedthat future medical guidelines will reflect the findings of recent dietaryintervention-type research rather than be basedpredominantly on correlationsarising from epidemiological, rather than retrospective-type studies. Thediscovery of CLA, together with the finding that ruminant fat is its primarynatural source, is a positive advance for red meat,in particular. Clarification ofthehealth-enhancing anddisease-preventing propertiesof CLA in humansis thesubject of extensive research world-wide. Reproduction in humans, of theobservationsmade in laboratoryanimalmodels and tissueculture, will greatlyadd to the imageof meatas a healthy food. Moreover, future meatcould beconsidereda functional food, i.e., a food that hashealth benefitsbeyondbasicnutrition. The American Dietetic Association hasendorsedleanbeefand lambas functional foods (1999). Researchon strategies to increase the CLA

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concentrationin meatwill continueandtheobservation thatCLA is depositedinadiposetissueas well as the intramuscular phospholipid fraction will providehigh CLA fat as a functional ingredient for healthy processed meats (seeJimenez–Colmenero et al., 2001).

Thepositivecontribution of meatto humandiet andrecognition that evenatpresent, meat has a role in a healthy diet is not appreciated by consumers(Bruhn, 2000). Of consumers surveyed in the US (American DieteticAssociation, 1997), fish was perceived as very healthful by 57% and poultryby 55%, but meat suchasbeef, pork, and lamb wasseenasvery healthful byonly 13%; an additional 45% consideredit somewhat healthful. Bruhn (2000)statesthat the potential for health-enhancing productsis substantial. Enhancednutritional components in animal products meet the preferencesof consumersand healthprofessionals.There is a neednow and in the future for the meatindustry to conveythepositive nutritional contributionsof meatproductssuchasiron, zinc, ‘healthy’ fatty acids and CLA to both consumers and healthprofessionals.Theconclusionof Bruhn(2000)that‘communicationis thekey tocorrect consumer(and medical) myths and to increase awareness of newinformation or enhancedpropertiesof healthful food’ is mostappropriateadviceto all sectorsof the meatindustry for the future.

7.7 Sourcesof infor mation and advice

PublicationsGURR,M.I. (1999)Lipids in Nutrition andHeath:A Reappraisal. TheOily Press,

Bridgwater.ATKINS, R.C. NewDiet Revolution. Vermilion, London.ALLEN, P., DREELING, N., DESMOND, E., HUGHES, E., MULLEN, A.M. and TROY, D.

(1999)New Technologiesin the Manufacture of Low Fat Meat Products.End of project report. The National FoodCentre,Dublin.

MEAT IN THE DIET. Briefing paper.The British Nutrition Foundation, London.MCCANCE AND WIDDOWSON’S TheComposition of Foods.The Royal Society of

Chemistry and Ministry of Agriculture, Fisheries and Food (andsupplements).

NEWMAN, C., HENCHION, M. and MATTHEWS, A. (2002) Factors shapingexpenditureon meat and prepared meals.End of project report. TheNationalFoodCentre, Dublin.

WebsitesEnhancing the content of beneficial fatty acids in beef and improving meat

quality for the consumerwww.healthybeef.iger.bbsrc.ac.ukConjugated linoleic acid referenceshttp://www.wisc.edu/fri/clarefs.htmBritish Nutrition Foundation http://www.nutrition.org.ukHealthfinder– Gateway to reliable Consumer Health Informationwww.healthfinder.gov

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U.S.Departmentof Agriculture, Nutrient datalaboratory USDA. Nutrientdata-base for standard reference, release 14 http://www.nal.usda.gov/fnic/foodcomp

7.8 References

AMERICAN DIETETIC ASSOCIATION (1997) The ADA 1997 Nutrition TrendsSurvey. Chicago, IL, USA.

AMERICAN DIETETIC ASSOCIATION (1999).Functional Foods– position of ADA.Journal of the American Dietetic Association99, 1278–1285.

BASS, J.J., BUTLER-HOGG, B.W. and KIRTON, A.H. (1990) Practical methodsofcontrolling fatnessin farm animalspp. 145–200.In Reducing fat in meatanimals (J.D. Wood andA.V. Fisher,editors).Elsevier Applied Science,LondonandNew York.

BLAXTER, K.L. and WEBSTER, A.J.F. (1991) Animal production and food: realproblems andparanoia. Animal Production 53, 261–269.

BONANOME, A. andGRUNDY, S.M. (1988)Effect of dietarystearicacidon plasmacholesterolandlipoprotein levels. NewEngland Journal of Medicine318,1244–1248.

BRITISH NUTRITION FOUNDATION (1999) Meat in the diet. London: BritishNutrition Foundation.

BRUHN, C. (2000) Consumer reactions,popular fancies, and scientific factsrelatedto thehealthfulnessof meat products.Proceedingsof theAmericanSociety of Animal Science.1999. Available at http://www.asas.org/jas/symposia/proceedings/0910.pdf

CAMERON, N.D. and ENSER, M. (1991) Fatty acid composition of lipid inlongissimus dorsi muscle of Duroc and British Landrace pigs and itsrelationshipwith lipid quality. Meat Science29, 295–307.

CHAN, W., BROWN, J., LEE, S.M. and BUSS,D.H. (1995) Meat, Poultry and Game.Supplement to McCance and Widdowson’s The Composition of Foods.The Royal Society of Chemistry and Ministry of Agriculture, FisheriesandFood.

CHAN, W., BROWN, J., CHURCH, S.M. and BUSS, D.H. (1996) Meat Products andDishes. Supplement to McCance and Widdowson’s The Composition ofFoods. The Royal Society of Chemistry and Ministry of Agriculture,Fisheries andFood.

CHIZZOLINI, R., ZANARDI, E., DERIGONI, V. and GHIDINI, S. (1999)Calorific valueand cholesterolcontent of normal and low-fat meat and meat products.Trendsin Food Scienceand Technology10, 119–128.

CHOI, N.J.,ENSER,M., WOOD,J.D. andSCOLLEN,N.D. (2000)Effect of breed on thedeposi tion in beef muscle and adipose tissue of dietary n-3polyunsaturated fatty acids.Animal Science71, 509–579.

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Part II

Measuring quality

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8.1 Introduction

To be able to define the quality indicators for raw meat it is neccesary first todefine what quality of meat is. The quality of raw meat can be defined as thesuitability of meat for use in a specified product. If the meat is well suited for theproduct it is intended for, then the meat quality is defined as good. If the meat isless suitable for the product, then the meat quality is defined as poor.

The attributes of meat that determine the quality thus depend on the use forwhich the meat is intended. Quality can be defined astechnological quality,describing meat for further processing like salting, curing, etc., or asfresh meateating quality that describes meat for fresh meat consumption, and whichincludes all traits registered with our senses, both appearance, flavour andtexture. The quality indicators for the two quality definitions to some degreeoverlap but some differences also exist. Other quality descriptions, however,exist like ethical quality and health quality but they will not be covered in thischapter.

8.2 Technological quality

In the processing of meat the yield is the main quality parameter as it determinesthe amount of available product for sale and is therefore of direct economicimportance. The sensory quality of the processed product has an indirecteconomic importance as it might influence the amount of sold product,especially how often a consumer buys the same product again. Qualityindicators in the raw meat that can predict the yield of the processed meat are

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especially pH and water-holding capacity, whereasthe sensory quality of theprocessedmeatcan also be influencedby the colour, the meat/fat distributionandthe fat quality in the raw meat.

8.2.1 pH and water-holding capacityThe yield of curedcookedproductsdepends on the pH of the meat. The higherpH the higher yield (Muller, 1991). In an investigation of hams producedwithout phosphates the correlation between pH and total yield wasaround0.4(Table 8.1,unpublisheddata,Hviid, 2002pers. comm.). Production of this typeof hamincludesacuringandacookingstep.An investigationhasshownthatthepH especially influencesthe yield by alteringthe cooking loss.The hams werefrom non-carrier andcarrier pigs of the RNÿ-geneandwereproduced withoutphosphates. Pigscarrying theRNÿ-genearerecognisedby havinghighglycogencontent,high drip loss, andlow pH. Thecuringyield wasindependent of geneticbackground and therebyof pH, whereasthe carriers of the RNÿ-genehad asignificantly highercookingloss(Anderssonet al., 1997). Not only theyield butalso the colour can be influenced by pH. In cured bacon product the pHinfluencedthe colour of the bacon.A pH below 5.3 resulted in baconof anunevencolor whereaspH above5.7 gavea beefy, glazy appearance(Barton,1971).

If the water-holding capacityis extreme like PSE(pale, soft exudative) orDFD (dark, firm, dry) meatit is also reflected in the yield PSEmeatgiving alower yield and DFD meat giving a higher yield compared to normal meat(Barton Gade,1984). Also dried hams with a 12-month seasontime show ahigher weight loss if the raw ham was PSE (Maggi and Oddi, 1988). Therelationshipbetweendrip lossandyield in productionof hamsfrom meathavinga water-holding capacityin a more normal rangeis howeverrelatively low ascanbe seenfrom Table8.1 with a correlationbelow 0.3.

The water-holding capacity andpH is very dependenton the pre- andpost-slaughter metabolism. A fast pH decline early post-mortem has often beenshown to result in low water-holding capacity. In theseworks the pH hasbeendetermined45 minutepost-mortemanda low pH hasbeensaid to be dueto afast pH decline. Recent investigations where the pH wasdetermined already1minute after debleedinghave shown that it might not be the rate of the pH

Table 8.1 Correlation between meat quality and cooking loss/total yield in aninvestigationof hamsproducedasJambonSuperieur(without phosphates)of meatfromLYD, LYDH andLYP pigs all free of the halothanegeneandthe RNÿ-gene(n� 315)(Hviid, 2002,unpubl.data).

Cooking loss Total yield

pH ÿ0.437 0.394Drip loss 0.277 ÿ0.286

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declinebut the timeof accelerationof thepH declinewhich is crucial (Henckelet al., 1999;Støieret al., 2001). In animals with a high pre-slaughter stressthepH of the muscles was lower alreadyat time of slaughter compared to lessstressed animals (Henckel et al . 1999). When the concentration ofcreatinephosphate at the time of slaughter is high the anaerobic glycogendegradation and thereby the lactate production will occur later and theacceleration of the pH decline will therefore be delayed (Støier et al. 2001).Both investigations find, however, that the rate of pH decline was equallyindependent of pre-slaughter stress.pHu is independent of the pH decline.Insteadthelimi ting factorfor theultimatepH is theconcentrationof glycogeninthemuscles(Henckel et al., 1997).If thepigsareexhaustedat slaughterthelowglycogencontentwill resultin a high ultimatepH andthemeat will beDFD. Ina more normal pH interval a linear correlation betweenpHu and the glycogencontentat slaughterhasbeenseenat concentrationslower thanabout53 mmol/kg. With moreglycogenno correlationwasseen(Henckel, Pers.Comm.).

pH is aneasilydeterminedrawmeatquality attribute.It canbedeterminedbydirect measurement with an electrode in the meat, or a sample can behomogenised before determination. The water-holding capacity can bedeterminedby threefundamentallydifferentprinciples:(i) usingexternal forcesto drive out the water like the filter press methodandby centrifugation, (ii) byletting the waterdrip out of the raw meatin a standardisedway over a certaintime periodlike the‘Honikel bagmethod’or theEZ-drip loss, or (iii) by heatingthe meatandmeasuring the cooking loss(Honikel, 1989;Honikel andHamm,1994;RasmussenandAndersson, 1996;Christensen,2002).

8.2.2 ColourThecolour of theraw meatis acombinationof thecontentof myoglobin andthereflection from theprotein denaturation. For thecolourof thecured cookedmeatonly the content of myoglobin is important. During the curing processthemyoglobin and oxymyoglobin are converted into nitrosomyoglobin in thepresenceof nitrite, formingapink colour (Andersenetal., 1988).During storagethecolour might furtherchangebut it depends on boththepackagematerialandon thepackagingandstorageconditions(Andersenet al. 1988).Theamountofmyoglobin in the raw meat might thereforebe an indicator of the raw meatquality with respectto further processing. The hem-group of both myoglobinandtracesof hemoglobine canbe quantified spectrophotometrically.

8.2.3 Meat/fat distri bution and fat qualityThefat contentandquality of theraw meat is alsoan indicatorof thequality ofprocessed meat.Cookedcuredhamis in generalregardedasa lean meatproductin France.Theamountof intramuscularfat (IMF) in Frenchhamsdid notchangeother sensory attributes than colour and marbling when assessedby a trainedsensory panel but acceptability by consumers decreased markedly with

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increasing IMF (Fernandez et al., 2000). In dried, cured meatproduct a highamount of intramuscular fat is, however, demanded(Garcia et al., 1997). Astudy of dry cured pork ham comparingthreeterminal siresshowedhoweverthat Duroc and Large White as terminal sire gave the same consumeracceptability independent of a larger IMF content in Duroc (Oliver et al.,1994).In bacon,especially, the lean/fatdistribution is importantto consumers.Most Irish consumers prefer a thin fat layer (44%) followed by medium fat(38%) andvery thin fat (17%). On this backgrounda back fat depth of 12–16mm was recommended as optimal for most of this consumer group (Moss,1993).As morefocushasbeenon thehealthperspective of fat intakethis mighthavechangedtowards a thinner fat layer sincethis investigation.

Fatty acid composition influencesthe quality of meat as well in respect toprocessedmeat quality. A high content of polyunsaturated fatty acids likelinoleic acid (C18:2) and n-3 fatty acids results in softening of the fat and ahigher oxidative instability. As fat rancidity is one of the limiting factors instorageof productswith fat-like sausagesthis is of importanceaswell (Woo andMaeng, 1983).If the animalsarefed with vitamin E, the antioxidativestatusofthe meat will however be increased andtherebylimit the problem of ranciditywhile Cu in the feedwill act asa prooxidant andtherebyincreasethe problemwith rancidity (Lauridsenet al., 1999).

IMF canbemeasuredvisually asfat marbling using differentscales.This is asubjectivemethodbut with photos asreferencesit is possibleto standardise theassessment. By chemical analyses the content of IMF can be describedobjectively. Most chemical methodsbegin with an acid hydrolysis, to liberatethe fat from proteinsandother complexes,followed by an extraction step.Thisstep determines which part of the lipids the later analysis will quantify. It ispossible to get the neutrallipids (triglycerides)only or in additiona greaterorsmaller part of the phospholipids (polar lipids from the membrane). Thephospholipid content ranges from about0.5% in longissimusdorsi (LD) up toabout 0.7% in psoasmajor and 0.9% in masseter in pig (Gandemer, 1999;Mourot andHermier, 2001).In beefthecontentof phospholipids is about0.7%in longissimus dorsi and 1.1% in diaphragma (Gandemer, 1999). Theconcentration of phospholipids in a muscle is rather invariable compared tothe contentof triglycerides,which canvary. After the extractionthe amount oflipids canthenbequantified gravimetrically. It is alsopossibleto determine theamount of fat by methods like NMR. The fatty acid composition can bedeterminedon an extractof the meat by GC.

8.3 Eating quality

Whenmeatis usedfor freshconsumption thetime from slaughter to counter canrangefrom two days(in particular poultry and pork) to several weeks(in thecase of beef). The appearance of the raw meat influences the consumer’swillin gnessto buy the meat, and can therefore be regardedas an important

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quality factor for meat proposedfor fresh meat consumption. However aftercooking tenderness,juiciness, flavour, and appearance of the cooked meattogether determine the eatingquality. Quality indicators of raw meat for theseparameters are the content of intramuscular fat and the composition of fattyacids, the collagen content and solubility, the sarcomere length, activity ofproteolytic enzymes, pH andwater-holding capacity,andthe colour of the rawmeat.

8.3.1 Intra muscular fat and fatty acid compositionThe content of intramuscular fat or the degreeof fat marbling has a greatinfluenceon the eatingquality beginning whenthe consumers choosethe meatin the supermarket. Many consumers will rejectbuyingmeat with a medium orhigh amount of visual fat marbling both in beefandpork eventhoughthey findit morepalatablewheneatenwithout knowingtheamountof fat (Grunert, 1997;Bredahl et al., 1998;Brewer et al., 2001a), Bligaard,2002,Pers. comm.).

Thereareconflicting resultson the influenceof IMF on tenderness.It is saidto increaseboth the tendernessof the meat(DeVol et al., 1988; Cameron andEnser, 1991;Gwartney et al., 1996;Fernandezet al., 1999;Candek-Potokaretal., 1999;Laacket al., 2001;Breweret al., 2001a;D’SouzaandMullan, 2002)and to have no effect or even a negative effect (Goranssonet al., 1992;Kipfmuller et al., 2000).Thereasonfor theseresults could be,thatvariations inIMF arealwaysconfoundedwith othervariations,which alsohavesignificancefor tenderness.The age of slaughter and the slaughter weight influence thecontentof IMF (Johnsonet al., 1969;Candek-Potokaret al., 1999)but canalsoinfluence factors li ke the content and strengthof connectivetissueand in thisway influence the tenderness. Feedingstrategynot only influences the IMFcontent (Blanchard et al., 1999) but also the growth rate and thereby theproteolytic activity that is of significance for the tenderisation of the meatduring ageing (Therkildsen et al., 2002). The genetic background alsocontributesto variations in IMF. In pork somebreeds li ke the Chinesebreedsand Berkshire have an extremely high fat content. In the more commercialbreedsDurocespecially is known to havea higher contentof IMF comparedtothe white breeds li ke Landraceand Large White. It hasbeenshownhowever,that the correlation between IMF and sensory quality depends on breed(Fjelkner-Modig and Persson,1986). The fatty acid composition can alsoinfluence the effect of IMF on tenderness. In pork the saturated andmonounsaturated fatty acids are positively correlated to tenderness wherepolyunsaturatedfatty acids are negatively correlated to tenderness(Cameronand Enser,1991; Eikelenboom et al., 1996). The fatty acid composition isdependent on both breed (Garcia et al., 1986; Tejeda et al., 2001) and feed(Engel et al., 2001).

It hasalsobeensaidthata high contentof IMF would improve therobustnessof the meat against a non-optimal cooking. This was shown in beef byCummings et al., (1999)who found a decline in tendernessin meatwith a low

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IMF contentwhencookedto 80ºCwhile meatwith a high IMF contentwasstilltender at this end-point temperature.The differencebetween the two groupsat70ºCend-point temperaturewasonly small. It wasnot possible to find a similareffect in anotherstudy (Rymill et al., 1997) and the effect of IMF on therobustnessof the meat might therefore interactwith other matters,asthe directeffect of IMF on tendernessis said to do.

Juiciness is the feeling of moisture in the mouth during chewing. It is adynamic attribute changingduring the chewing process.The contentof IMF ispositively correlatedto juiciness(Savell andCross,1988;Gwartneyet al. 1996;Flores et al., 1999; Cummings et al., 1999; Brewer et al. 2001a). Someinvestigationsindicateespecially that thesustainedjuicinessexperiencedduringthe last part of the chewing process,is increased by increasingamount of IMF(Savell and Cross,1988; Aaslyng et al., 2002).An increasing amountof IMFalso implies a decreasein cooking loss (Aaslyng et al., 2002). Juiciness is tosome extent negativelycorrelated to cooking loss (Tornbergand Goransson,1994;Toscaset al., 1999; Aaslyng et al., 2002)andthe decreased cookinglosscould explain part of the effect of IMF on juiciness.

The contentof IMF also influencesthe flavour of meat(Candek-Potokaretal., 1998;Fernandezet al. 1999).This might be due to production of a volatilecomponentasthe fatty acidcomposition is importantto the flavour. In pork thecontentof polyunsaturated fatty acidsis correlatedwith abnormal flavour whilemonounsatuated and saturatedfatty acids are correlatedwith pork flavour andoverall liking (CameronandEnser, 1991;Cameronet al., 2000).In beef it hasbeenfound that the meatyaromawas due to phospholipids and not to suchagreat extent to triglycerides (Mottram and Edwards, 1983). Flavour is acompositionof volatile andnonvolatile components. It is not investigatedhowIMF influencesthe nonvolatile flavour components but part of the unspecifiedeffect on flavour could be due to facilitating the contact between the flavourcomponentsandthe taste buds.

8.3.2 Connective tissueIt is well known that musclesrich in connective tissuelike bicepsfemoris areless tenderthanmusclescontaining less connectivetissuelike psoasmajor andthe connectivetissuehastherefore often beenin focus as a contributor to thetoughnessof the meat and therefore a raw meat quality indicator (Honikel,1992).The main constitutent of the connective tissueis collagen. Collagenis avery strongprotein polymereand it is said to makeup about2% of the totalmuscle protein in beef(Powell et al., 2000).Collagencanbedivided into a heatsoluble and a heat insoluble fraction reflecting the degreeof cross-linking ofhydroxyprolin in the collagen(Powell et al., 2000).

Ageing of the meataltersthe connectivetissueonly marginally (Nordyke etal., 2000) and part of the effect might actually be due to degradationsof theproteoglycansin integrity with the connective tissue.The collagen moleculeschange during cooking and their influence on meat tenderness is much

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influenced by the end-point temperature and the heating rate (Powell et al.,2000).

Thedegreeof cross-linking of collagen increaseswith theageof theanimal.At the sametime the shearforce increasesindicating a decreasein tenderness(Lebret et al., 1998; Fanget al., 1999). Also feeding can alter the degree ofcross-linking. In beefa high energylevel up to slaughter results in anincreaseinheat-soluble collagenand a decreasein shearforce (Miller and Cross,1987;Schnell et al., 1997). In a shearforce determination the meat is heatedin acontrolled way, and depending on the end-point temperature the heat-solublecollagen will no longer add to the shearforce. The effect of cross-linking ontenderness is, however, not that clear-cut any more, as it has been(Purslow,1999).Looking across12 beefmuscles,a small correlationbetweentheamountof collagen andtendernessatÿ0.36wasseenbut within eachmuscle therewasnosignificant correlation(McKeith etal., 1985)andothersalsofind only aweakcorrelation between the amount of collagen or the degree of cross-linking andtenderness(Zgubic et al., 1998).Thedifferences in tendernessaccording to ageor feeding strategymight therefore be dueto othervariations aswell.

A morphological analysis has demonstratedthat the architectureof theintramuscular connective tissue in semitendinosus was dominated by thickcollagen fibrils with parallel alignment, tightly bundledinto fibres running invariousdirections.Thefibresformeda tight network,which maypredisposefortough meat. A characteristicfeaturefor psoasmajor was thin collagen fibrilsmore randomly distributed forming a criss-cross pattern (Eggenet al., 2001).Theaspectsof organisationof thecollagen fibrils might thereforeexplainsomeof thedifferencesbetweenmuscles in tendernessratherthanthedegreeof cross-linking. The useof collagen contentor degree of cross-linking as a raw meatquality markermight thereforebereasonable to somedegreeacrossmuscles,butwithin a muscle it might be moreopento discussion.

8.3.3 Sarcomere lengthThe sarcomerelengthof the meatdependson the chilling andthe metabolismpost-mortem.If the temperatureof a muscle is below approximately10ºCbeforetheonsetof rigor mortiscoldshorteningcanoccur.Also stretchingof themuscle before rigor mortis influences the sarcomere length and longersarcomerelengthshavebeenfound in semitendinosusandbicepsfemorisusingpelvic suspensioncomparedto achillessuspension(Møller et al., 1987).Thesarcomerelength hasbeenshown in beef to correlatenegativelyto Warner-Bratzlershearforce(Toscasetal. 1999).In astudyacrossmusclesin pork it hasbeenshownthat a sarcomerelength above2�m always implies tendermeatwhereasotherfactorsinfluencethetendernessat lower sarcomerelengths.Thiscouldexplainwhy somemuscleslike semitendinosusarenot astoughasmighthave been expectedfrom the collagen content (Wheeler et al., 2000). Thesarcomerelength can be analysedby laser diffraction. It is important to doseveraldeterminationson thesamemuscleasthesarcomerelengthnot only on

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differentslicesfrom thesamemuscle,butalsoonseveralsiteson thesameslice(Honikel et al., 1986).

8.3.4 Enzymatic activityIt has long been known that ageing the meat increasesthe tenderness. Theoptimal length of ageing depends on the species– pork having a shorterrecommended ageing time than beef. During the ageing period the proteinstructuresaredegradedbeginning with a diffusion of the Z-lines. Two enzymesystems are said to be involved in this tenderisation – the calpains and thecathepsins.Theexactroleof thetwo enzymesystemsduringtenderisation is stilla matterof discussion(O’Halloran et al., 1997).

The calpainsare nonlysosomale enzymes. Betweentwo and four differentcalpainsaredescribeddepending onspecies(Dransfield, 1999).In beefandpork�-calpain and m-calpain are expressed in the meat cell. The �-calpain isactivatedby �M concentrationof Ca2+ comparedto m-calpain that is activatedby mM concentrationsof Ca2+. �-Calpain and not m-calpain is said to be themost important enzymeduring the tenderisation process (O’Halloran et al.,1997; Dransfield, 1999; Geesink and Koohmaraie, 1999) even though manyquestions still remain (Dransfield, 1999). The activity of the calpains duringageing depends on the concentration of Ca2+, on the pH, and on the concen-tration of their inhibitor calpastatin (O’Halloranet al., 1997).The proportion of�-calpainto calpastatin hasbeenshown to explain morethan50%of thechangein myofibrillar fragmentation index during conditioning but only 30% of thechangein shearforce during the same period(McDonaghandOddy,1997).

Thecathepsinsarelysosomalenzymeswith a low pH optimum– between 2.0and 6.5 (Ertbjerg, 1996). As the pH of the meat decreases post mortem themembraneof the lysosomesbecomesleakyandtheenzymesarereleased.Eventhough most focushasbeenon �-calpain other investigations haveshownthatthe cathepsins alsomight contributeto tenderisation especially whenthe pH ofthe meat hasdropped (Ertbjerg, 1996;O’Halloranet al., 1997).

The activity of the proteolytic enzymesat slaughter dependson the growthrateprior to slaughter.A highmuscleproteinsynthesispre-slaughterandtherebya high activity of the proteolytic enzymesin vivo could imply a fasterrate ofprotein degradationpost-mortem.This hypothesishasnot yet beenconfirmedorrejected (Therkildsen, 1999).However, recentstudiesin pork indicatethat thisrelationshipexistsandtherefore the activity of �-calpain prior to slaughter is araw meatquality indicator for tenderness(Therkildsenet al., 2002).

8.3.5 pH and water-holding capacitypH is an important raw meat quality indicator with respect to technologicalquality and influences the fresh meat eating quality as well. A quadraticconnection betweenpH andtendernessandjuicinesshasbeendescribed in bothpork (Dransfield et al., 1985) and beef (Cummings et al., 1999) but the main

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connection in both experimentsoccurred when pH was above6.0. In normalmeat– pH below 6.0 – therewas no influenceof pH on either tenderness orjuiciness. This wasconfirmedin a recent experiment finding that eventhoughmeatwith a pH below 5.4hada higherdrip lossthanmeat with pH between 5.4and5.8 therewasno differencein juiciness(Aaslynget al., 2002). Even in thenormal pH rangean effect on flavour can be expected. The beef flavour in asteakcookedto 60ºC (rare) was significantly higher when pH was below 5.6compared to a pH above5.6. This is dueto the fact that the Maillard reaction,which is responsiblefor many of the flavour componentsis very dependent onthe pH (Tressl et al., 1989; Farmer andMottram, 1990;Meynier andMottram,1995;MadrugaandMottram, 1995).

8.3.6 ColourColour is an importantraw meat quality attribute asit influencesthe consumerin the choice of meat. A too pale or too dark colour often meansthat theconsumerrejects the meat. The colour of fresh meat is a combination of thereflection due to protein denaturation as a result of the pH changeand theconcentration and oxidative status of myoglobin. A fast pH fall early post-mortem results in a palecolourwhereas a high ultimate pH resultsin a dark,redcolour. Myoglobin is purple but oxidation to oxymyoglobin gives a more redcolour that for many consumers indicates freshness. During storage theoxymyoglobin can further oxidise to metmyoglobin, which causesa browndiscolouring (Gutzke et al., 1997).Therateof oxidation depends on thespecies(Gutzke et al., 1997).

The colour of raw meatcanbe determinedinstrumentally or visually (Hunt,1991).In an instrumentaldetermination thevaluesa*, b* andL* aremeasured.Fromthese variousother characteristics canbecalculatedlike Hueangle,whichis usedfor distinguishingcolour familiesandchroma,which is thestrength of acolour. a* represents the rednessof the meat and is very dependent on theblooming time (Hunt, 1991). It is influencedby the pH of the meat becauseoxidation and reduction processes of myoglobin are pH-dependent. Incomparison L* is independent of blooming time but still very dependent onpH (Breweret al., 2001b).As about65%of thevariationin L* canbeexplainedfrom variations in solubility of thesarcoplasmaticproteins(Jooet al., 1999)L*is a goodindicatorof degreeof PSE/DFD (Breweret al., 2001b).

A visual determination of meat colour must be standardised using onlytrainedassessors. Variousscaleshavebeenuseddepending on the speciesandon theexactpurposeof thestudy (Hunt,1991).In pork a much-usedscaleis theJapancolour scale whereasvarious scalescan be used in beef. In generalstandards like photos are very helpful both in calibrating the assessors and inensuringthat the scaledoesnot drift with time.

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8.4 Determining eating quality

The eatingquality of meatcanbedeterminedbothsensorily andinstrumentally.In a consumertest,where consumers areaskedif they like or dislike the meatsample, the hedonic quality is described. For a more analytical assessmentatrained sensory panelcanbe used.A descriptive analysis– a profiling – canbeperformed in different ways but in general, attributes are describedquantitatively asking the question ‘How intensive is this attribute in thissample?’. The attributescoverappearance,texture andflavour. By training theassessorsit is possible to do this analysis objectively (Murray et al., 2001).

As meat is normally eaten warm the meat in a sensoryprofiling is servedheated aswell. This presents a challengeto the sensory laboratoryasthe meatsamplespresentedto all assessors mustreach thesameend-pointtemperatureatthe same time and be served in a very standardised way. Furthermore, abiological variationcanbe found in texturenot only between two slicesof thesame muscle but evenwithin a singleslice of the muscle. This emphasisestheimportanceof very standardised proceduresfor slicing andserving of the meat.

In a sensory profile appearance, texture and flavour are determinedsimultaneously on thesame sliceof meat.This is not possiblein aninstrumentalanalysis.Texture canbedeterminedby a shearforceanalysis.A meat sampleiscookedin a standardisedway andthenecessaryforce requiredto cut themeattoagiven extentis registered.Diff erenttypesof knivesaswell asdifferentwaysofcutting the meat, e.g. until 80% compression,can be used.The correlationbetween a shear force analysis and tendernessassessedby a sensory paneldepends both on the experimental conditions during the shearforce analysis(TornbergandGoransson,1994;Tornberg, 1996)andon thecooking procedureusedfor the meatfor the sensory panel(Aaslynget al., 2001).

Flavour can be determined by GC-MS or GC-O analysis. In a GC-MSanalysis the composition of volatile components in the meat headspace isidentified andquantified. To translatethis knowledge to anunderstanding of theflavour requires that somekey component of the flavour be known. As meatflavour is a complex mix of manycomponentsthis is rather difficul t. In a GC-Oanalysisanassessorsniffs at theeffluentof theGC andregisterswhenanodouris apparent. In this way the most flavour-potentcomponents canbe picked outfacilitating the interpretation of the GC-MS data(Grosch, 2001).

8.5 Sampling procedure

The analysis of a raw meat indicator in a sample is often usedto predict thestatus of the whole muscle or evenof the whole carcass. There is however avariation bothwithin a muscle, between musclesandbetween animalsandcaremust be takenin a prediction from oneanalysis.Figure8.1 showstwo slicesofLD of beeffrom two different animals.The first slice is from the 11th thoracicvertebra. At this position the amount of fat marbling is very different between

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the two animals.The second slice is from the 13th thoracic vertebraonly 8 cmawayfrom thefirst slice.At thisposition thedifferencebetweenthetwo animalsis much smaller. If the differencebetween the two animalsin fat marbling wasdetermined from only onesamplethe answer would very much dependon thesamplingsite.

The effect of samplingsite when determining drip loss in pork has beeninvestigated.On theleft loin thedrip losswasdeterminedusingtheEZ-drip lossmethodwhere between one and threecylindrical cuts,25mm in diameter and25mmthick wereused.The right loin (LD) wasslicedaswell andthedrip losswasdetermined on the whole slicesusing the bagmethodto simulate the driplossseenwhena butcheris slicing the loin for sale.The results showed that acorrelation between one EZ-drip loss determination and the whole drip of theotherloin was0.9.In this caseonedrip losssampleof LD wasrepresentativeforthe whole muscle(Christensen, 2002).

Looking acrossmuscles it is evenmoredifficult to predict the meatqualityfrom one sampleof one muscle. LD is often used as the sampling musclebecauseit is of economic importanceandbecauseit is a long muscle andeasytosample. The variation in tendernessof beef assessedby a sensory panel ishowever larger in LD than in four other muscles (Wheeler et al., 2000).Furthermore,therelationshipbetween LD andothermuscles in tendernessis notconstant(Wheeleret al., 2000)– and for some muscles the correlation is very

Fig. 8.1 Fatmarblingin two slicesfrom two differentbeefs.(a) animal1, 11ththoracicvertebra,(b) animal2, 11th thoracicvertebra,(c) animal1, 13th thoracicvertebra,(d)animal2, 13th thoracicvertebra(from N. T. Madsen,DanishMeat ResearchInstitute).

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low (Matthews et al., 1998).TheLD muscle thereforecannotbeusedto predictthe tendernessof other muscles.Whendeciding wherea sample for ananalysisis taken, it is therefore very important to considerwhat is the aim of thesampling andnot to conclude more thanactuallypossiblefrom this sample.

8.6 Future trends

The future demandson raw meatquality reflect the useof the meat.Two keywordsexist: ‘uniformity’ and‘variety’. A future trendis thedemandfor a largeamount of meatwith a uniform raw meat quality for further processing. Thismakes it important that the raw meat quality can be predictedor determinedearly– if possible beforethechill ing begins.Anotherfuture trendis thedemandfor a greater variety in smaller amounts especiall y for the fresh meatconsumption market. This makes it important that the raw meat quality canbe controlled in order to designa specificquality.

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TORNBERG, E. (1996).Biophysical aspects of meattenderness.MeatScience,43,S175–S191.

TORNBERG, E. AND GORANSSON, A. (1994). Therelationship between sensoryandinstrumentalmeasurementsof juicinessand tenderness in cutletscookedto different temperatures.In FLAIR SENSand QUESTmeeting:Relatinginstumental, sensory and consumerdata, As, Norway, pp. 60–62.

TOSCASP .J., SHAW, F. D. and BEILKEN, S. L. (1999).Partial leastsquares(PLS)regression for theanalysisof intrumental measurementsandsensory meatquality data.Meat Science,52, 173–178.

TRESSL,R., HELAK, B., MARTIN, N. and KERSTEN,E. (1989).Formation of aminoacid specific Maillard products and their contribution to thermallygeneratedaromas.In Thermalgenerationof aromas, Washington, D.C.,Am. Chem.Soc.

WHEELER, T. L., SCHACKELFORD, S. D. andKOOHMARAIE, M. (2000). Variation inproteolysis, sarcomere length, collagen content and tendernessamongpork muscles.J. Anim. Sci.,78, 958–965.

WOO, S.-J.AND MAENG, Y. S. (1983). Residual nitrite and rancidity of dry porkmeatproducts. A rancidity andstorability of homemade dry sausageanddry hamandpublic taste of dry ham.KoreanJ. Food Sci.Technol., 15, 6–11.

ZGUBIC, E., CEPIN,S. andZGUR,S. (1998).Correlation betweencollagen traitsandsensorial and physical traits in M. Longissimusdorsi of brown bulls. In44th International Congress of Meat Science and Technology. Meatconsumption and culture, Barcelona, Spain, pp. 768–769.

8.8 Acknowledgement

I would like to thankHanneBangBligaard,MarchenHviid, andSusanneStøierfor valuable discussionsduringthepreparationof this chapter.Christel Dall andIngeBoje Brun arethankedaswell for alwaysgettingmetheliterature I neededno matterwhenor from where.

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9.1 Introduction

The science of sensory analysis is relatively young when compared with thetraditional sciences such as physics and chemistry. An early systematic sensorytest was the triangular test (circa 1940) which was used in Scandinaviancountries. Parallel development was also in progress in the USA at about thistime. The first book on sensory analysis was written by Tilgner1 in Polish andthis text was later translated into Czech, Hungarian and Russian. The secondbook on sensory analysis was written in Japanese (Masuyama and Miura),2

whilst the third textbook, which most sensory analysts will recognise, was thatpublished by Amerine, Pangborn and Roessler.3 This book was based on thelectures given at The University of California at Davis as part of their FoodScience course programme. A very practical book by Jellinek4 is useful forteaching, and contains what are in effect menus of how to set up basic trainingcourses as an introduction to sensory analysis. More recent books such as that byMeilgaard, Civille and Carr5 build upon previous works and include applicationsof difference tests that have been developed in the intervening period.

Sensory analysis is very much an interdisciplinary subject and theaforementioned works cover in some detail the basis of human sensoryperception related to thresholds of determination of basic tastes, the variance inindividual sensory response and some examples of experimental design. Theimportance of good experimental design cannot be overemphasised in sensoryexperiments. Two useful texts are those published by Cochran and Cox,6 ageneral statistics book on experimental design, and that by Gacula, Jr andSingh,7 a statistics book aimed more specifically at sensory analysts. Many ofthe procedures used in sensory analysis are applicable to many different food

9

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items, including meat. This chapter will outline the methods used in therecruitmentof sensory assessors,types of panelandtraining relatedspecificallyto meatandwherepossible publishedexamplesof wherethe different typesoftests havebeenusedin meatresearch.

9.2 The sensorypanel

As far asthe sensory analyst is concerned, sensory assessorsareeffectively theinstrumentsusedto determinethesensoryattributesof a food item.Thefirst stepin sensoryanalysisis to assemblea panel. Thereis theoptionof using membersof staff if therearesufficient numbersavailable. If this option is chosen, it willbenecessaryto impressuponlinemanagersandindividuals thatit is anessentialpartof their dutiesto attendpanelsessions. Thedisadvantageof this approachisthat, whilst a considerableamount of time andeffort is devoted to timetablingthe sessions to ensureeveryoneis available, therecanstill be problems of non-attendance at panels.This raisesthe issueof missing data which is a majorproblem in meat tastingif it hastaken up to two yearsto produce an animal.Thereis alsotherelatedproblemof pre-conditioning thepanel.Thiscanoccurinsmall companiesandresearch groupswherethe assessorshavea good ideaofwhat the researcher is working on.

An alternative to the in-housepanelis the recruitmentof an external panel.Thesepeoplearepaid to attendsessionsandoftenreceive a bonusto encouragefull attendance. The advantages and disadvantagesof this type of panelhavebeenaddressedby Nally8 who describeshow theyoperate andtheir costs.Someof thesectionson termsandconditionsof employmentgivenin herpaperdo notapply in the Euro zone.The advantageof this type of panelis that the sensoryanalyst cantakemoretime to train thepanel,andhold discussionsfor profilingwithout having to curtail sessions because assessors have other workcommitments.The assessors are relaxedbecause their job is solely to attendthe panelsessions. The disadvantageof this type of panelis the initial effort inadvertising and setting up screening sessions for potential assessorsand thefurther training that occurswith meat.When assessors leavethere is often noquick way of recruiting assessors unlessa reservelist of pre-screenedassessorsis kept and it remainsavailable.

9.2.1 Screeningcriteria and trainingPotential sensory assessorsare required to undergo a seriesof screening tests.Theseprocedures have beendocumentedby various standards organisations,notably The Bri tish Standards Insti tution (BSI), The InternationalStandardisation Organisation (ISO) and The American Society for TestingMaterials (ASTM). All these organisations publish methodsfor selectingandtraining sensory assessorsand give detailsof how to establish the basic tasteacuity of assessors. As an example, assessors canbe screenedaccording to the

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methodsoutlined in the relevant BSI standard: BS 7667,Part1.9 This Standardoutlines the methodsof assessingan individual’s ability to taste,assessanddescribe odours, assessand describe textures.Theseprocedures will highlightany individualsthat are unlikely to be efficient sensory assessors. When thesetestshavebeencompleted it will be necessary to start training with meat.Themethodsoutlined by Cross et al.10 for basic training in meat are useful intraining assessors. Their methodsare basedon utilising research results thatshowvariations in sensory attributes.However, with the adventof BSE in theUK, it is no longer possible to usesteaksfrom animals over30 monthsof ageasexamples, and consequently it has been necessary to modify some of theirsuggested materials andmethods.

9.2.2 Using samplesin trainingIt is particularly importantto preparesamples carefully when training assessorsand assessing consistencyof performance. A useful procedure for producingrangesof texture, juicinessand flavour in pork, for example, is to follow themethodsoutlinedby WoodandNute.11 Theproceduresarebasedon varyingtheendpoint cookingtemperatureof pork steaks.Threeendpointtemperatureswereused:65ºC,72.5ºCand80ºC.Thesteaks(1.90cm) werecut in triplicate to createa seriesof uniform samples,an importantaspectin reducingvariation. Eight-point category scaleswereusedfor texture, juicinessandflavour where:

1� extremely tough,extremely dry, extremely weak2� very tough, very dry, very weak3�moderately tough,moderately dry, moderately weak4� slightly tough, slightly dry, slightly weak5� slightly tender,slightly juicy, slightly strong6�moderately tender,moderately juicy, moderatelystrong7� very tender, very juicy, very strong8� extremely tender,extremely juicy, extremelystrong

Analysis of variances revealedhighly significant (p< 0:001) differences intexture related to endpoint temperature.Therewere means of 5.1, 4.5, 4.2 for65ºC,72.5ºCand80ºC respectively, with a standarderror of the differences ofmeans(s.e.d)of 0.153.Means for juicinesswere5.0, 4.3, 3.5 at 65ºC, 72.5ºC,80ºCrespectively. Meansfor pork flavour intensitywere3.4, 3.5, 4.1 at 65ºC,72.5ºCand80ºC respectively. This approachwastestedusingdifferent sourcesof pigs andwasfound to be consistentin all cases.

Theassessmentof beefusesprocedures basedon modifying theconditioningperiod.To produceanexampleof extremetoughness,it is necessary to removeasection of hot m.longissimusdorsi, vacuumpackand immediately plungeintoiced water, followed by blast freezing at ÿ40ºC. To producetender beef, it isnecessary to vacuumpack a section of m.longissimusdorsi and condition at+1ºC for 20 days.Extremely tender beef can be produced by using m.psoasmajor, vacuumpacking andconditioning for 10 daysat +1ºC.Dransfield,12 has

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publisheda study in which instrumental toughnesswas measured in 18 beefmusclesandheatedin a waterbathto 60ºC,75ºCand90ºC. Theseresultscanbeusedto produce further examplesof toughnesswhen training assessors.

9.2.3 General conditions for the assessment of samplesTo conduct effectivesensory panels,assessorsneedto befreeof distractionsandthe tests should be carriedout in a specialroom in which there is controlledlighting andgoodventilation. Assessorsshouldbeseatedat separate booths andshould not be able to communicate with eachother during the assessments.Samples of food should be uniform in size and of the sametemperature atserving. Theyshould becodedby a randomthree-digitnumber andpresentedincleanodour-freecontainers.If morethanonesampleis to beassessed, thencareis neededto ensurethat the assessors do not receivethe samplesin the sameorder, since this will introduce a bias. Assessorsare instructed to rinse theirmouthsout with waterbetween eachsampleto removeall tracesof theprevioussample.

9.3 Sensorytests

Therearea rangeof different typesof test:

• differencetests• pairedcomparisontests• triangular tests• alternative forcedchoice/3-AFC tests• duo-trio tests• ‘A’-‘ not A’ test• ranking tests• two from five test.

9.3.1 Difference testsDiff erencetests aretests where theassessoris presentedwith a choicesituation,i.e., askedto select the odd sample or match the sampleto a referenceforexample. A generalconsideration when using difference tests for meat is tounderstandthevariancesthatoccurnaturallyin meatandthecomplications thatarisein the interpretationof the results.It is importantnot to biasthe test.Thismeans that,when presenting samples,it is necessary to ensurethat the samplesareat thesametemperature,cut thesamesize,presentedin thesame way and,ifcolour differences arepresent, presentthesamples underredlight to mask theseeffects.

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9.3.2 Paired comparison tests(BS5929:part2:1982,ISO 5495)13

The paired comparison test is used to determine differences or preferencesbetween two samples for a specified attribute, e.g., tougher or more tender.Thesedifferencesmaybedirectional or non-directional.A typical question in adirectional test would be: ‘Which sampleis more tender?’. Here the methodrequires at leastsevenexperts or 20 selectedassessors. A typical questionfor anon-directional test would be: ‘Which of these two meat samples do youprefer?’ . Directional tests are one-sided (one-tailed tests) whereas non-directional testsare two-sided (two-tailed tests).It is necessary to balance theorderof presentationof samplesA andB asshown in Table9.1.SincetheBSI/ISO standard was published, further work on the operationof the test waspublished by Thiemeand O’Mahony,14 They suggested that if assessors wereexposed to the rangeof sampleslikely to be encounteredin the test, then thewarmed-uppairedcomparisonwasthemostsensitive test compared to theduo-trio and ‘A’ ‘not A’ test.

An investigation into the influenceof a decontaminationmethodusinglacticacidon broilers wasconductedby Van derMarel.15 Broilersweresubmergedin1% (v/v) lactic acid for 15s, pH 2.4, 15ºC at three stagesduring processing.Carcasseswere then stored for two days after which samplesof thigh anddrumstick were removedand then grilled for 30 minutes.Control and treatedsamples were presentedas a pair to eachassessor (12 assessors took part, 4pairedcomparisons each)who were askedwhich samplethey preferred.Thisapplication (pooling replicate results) of the paired comparison was a non-directional test and the expectednumber of choices in a particular directionwould be32/48. In this casetherewere26 responsesin thecontroldirectionand22 in the treated direction. The assumption is that using lactic acid as adecontaminant would not be detectedby a trainedpanel.

Table 9.1 Presentationof samplesin directionalandnon-directionalpreferencetests

Directional test Non-directionalPreferencetest

Assessor Presentationorder PresentationorderSet1 Set2 Set1 Set2

1 AB BA AB AA2 BA BA BB BA3 BA AB BA AB4 AB AB AB BA5 BA AB AA BB6 AB BA BB AA7 AB AB AB BB8 BA BA AA AB9 BA AB BB AB

10 BA BA AA BA

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9.3.3 Triangular tests(BS5929:part3:1984, ISO 4120-1983)16

In triangular tests, threecodedsamplesarepresentedsimultaneously, of whichtwo are the same and one is different. Assessors are askedto selectthe oddsample. Al l six combinations are served (ABB,AAB,ABA,BAA,BBA,BAB).Some assessorswill receive two samplesof A andoneof B, whilst otherswillreceive two samplesof B and one of A. If the number of assessorsis not amultiple of six then it is necessaryto presentthe six setsto eachassessoronseveral occasions.Theprobability of selecting thecorrectoddsampleby chancealone is 1/3. To analyse the test results, the number of correct replies at theagreed level of probability is comparedwith those in the referencetable andchecked to see if the number of correct replies exceedsthat in the table ofprobability where p� 1/3. If the number is exceeded than the samplesaresignificantly different.

In testson meat it is usually not sufficient to assumethat the differencebetween a pair of treatmentswill beconsistentacrossall animalsandtreatmentsandusuallythe testis repeated usingdifferentpairsof animals.The question ofwhether it is permissible to combine the results of triangular testshas beendiscussedby Kunert and Meyners,17 who stated that, if the experiment wasproperly randomisedandcontrolled, then the assessments are independent andhave a successprobability of p� 1/3. Therefore, the sum of all correctjudgements is binomial and the parameter p� 1/3 applies. This fulfils thecriteria for the null hypothesis where A � B, i.e., no difference across nreplications.

DacremontandSauvageot18 havereported that, in some specific areas,it isgood methodological practice to apply replications in triangular tests. Thisapproachwasappliedby Dransfieldet al.19 in a studyof bull versussteermeat.In anattemptto reducevariationbetween animals,pairsof twin bulls (dizygous)wereobtainedandoneof the pair castratedat 80 days.Four different cookingprocedures were used: roasting, casserole, mince and gri l l ing usingm.longissimus dorsi, m.supraspinatus, m.gastrocnemius and m.psoas majorrespectively. The results showed that bull meat could be significantlydistinguishedfrom steermeat. Later work by Dransfield et al.20 on twin lambsfrom two different breeds,Dorset Down and Suffolk crosses,and comparingentires andcastrates,showedthat52/106assessmentsdifferentiatedthesexesinthe DorsetDown comparisonand49/110in Suffolk crosses.Both resultsweresignificant (p< 0.001). In trials on lamb from the same experiment, butunpaired andusingstandard attribute tasting,no significant differencebetweenram and castrate lamb was observed. The inference is that, in the highlycontrolled twin situation, there is some difference that enabledassessorstoidentify ram from castrate, but this differencecould not be established in theunrelatedlamb system often encountered in sensorytesting.It is important torememberthat thetriangular test is usedfor differenceonly, it is not permissibleto askassessors to identify the ‘odd’ sampleon somecriteria, e.g., flavour.

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9.3.4 Alter native forced choice,3 – AFC21

This test is similar in theway samples arepresentedto thatof thetriangular testwith oneimportantdifference:the ‘odd’ sample is alwaysthe samethroughoutthe test.The probability of selecting the ‘odd’ sampleis still p� 1/3. This testhasapplicationsfor estimatingthe sensory thresholdof individualsandgroupsof assessors.This approach hasbeensuccessfully utilised in studies on ‘Boartaint’ by Annor-Fremponget al.22 incorporating theascending methodof limit smethodin conjunctionwith 3-AFC. Using a model system in which individualsamples of androstenoneandskatolewereusedin a neutrallipid base,assessorswereaskedto sniff thesamplesandindicatethe‘odd’ sample.Theconcentrationon subsequent testswas gradually increased in the ‘odd’ sampleuntil it wasdetected.This approachwassuccessful in showing how individual responsestoandrostenoneandskatolevaried.It alsoenabledagroupthreshold responseto beestablished,effectively the sensitivity thresholdof the panelasa whole.

The range of sensitivity of individual assessors varied from 0.018 to0.143�ggÿ1 for skatole with a group threshold of 0.026�ggÿ1, and 0.250 to1.000�ggÿ1 for androstenonewith a group estimate of 0.426�ggÿ1. In bothseries of trials, two different individuals had very low thresholds forandrostenoneand skatoleand were excluded from further trials. Inclusion ofthesesuper-sensitive individualswould influenceany paneltest for usingthesecompounds. Including non-sensitive assessorsin a panel just to make up thenumbersalsopresentsa problem.Thesesituations highlight the needto screenassessors beforecommencinga sensorytrial, particularly whenthe responsetoan individual threshold for a compoundis unknown.

9.3.5 Duo-trio test (BS5929:Part 8:1992; ISO 10399,1991)23

The duo-trio test is an intermediate betweenthe duo (paired) and the trio(triangular) test andis statistically lesspowerful thanthetriangle test. In this testthe assessorreceives one samplemarkedas a reference sample and two othercodedsamples and areaskedwhich of the two samplesmatches the referencesample. The probability of selectingthe correctsampleby chance is 1/2. Thepresentation order for the duo-trio test is shownin Table9.2.

Studieson the influenceof chill ing method,eitherwateror brine chilled, ontheeating quality of chickenbreastandthigh meatswereinvestigatedby Jankeyand Salman.24 They usedthe duo-trio approachand gavebetween 20 and 25assessorssamplesof deepfried chickenpieces.Assessorswereableto detectthedifference between chicken piecesfrom the two chill ing treatmentsin bothbreastand thigh meats.Instrumental sheartestsdid not reveal this difference,althoughit was thought that textural differenceswould be the likely outcomefrom the chill ing treatments.

9.3.6 ‘A’-‘n ot A’ test (BS5929:part5:1988)25

This testis usedfor evaluating sampleshavingvariationsin appearance (whenitis diffi cult to obtain strictly identical repeatsamples).It canbe alsousedasa

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perception test, to determine the sensitivity of an assessorto a stimulus.Assessorsare askedto look, smell, touch or taste sampleA and remembereverything aboutthe sample. The sample is thenremovedandreplacedwith anumber of samples,(in some US textbooks, both ‘A’ and ’not A’ samples arepresented).The numbersof ‘A’ and‘not A’ samples presented areunknown asfar astheassessoris concerned.However, it is convenient to balancethenumberof ‘A’ and‘not A’ samplessothat,instead of calculating thechi-square,p� 1/2tablescanbeusedto investigatedifferences.However, it is importantto addthenumber of correct resultswhen ‘A ’ is recognised to the number of the correctresults for ‘not A’. It is thetotal numberof correctresponsescheckedagainstthetotal number of responsesthat areusedwhenusing p� 1/2 tables.

Table 9.2 Presentationorder for the duo-trio test

Constantreferencetechnique

SampleA is the referencesample

PresentationorderAssessor Set1 Set2

1 R AB R BA2 R BA R BA3 R AB R AB4 R BA R AB5 R AB R AB6 R BA R AB7 R AB R BA8 R BA R BA9 R AB R AB

10 R BA R AB11 R AB R BA12 R BA R BA

Balancedreferencetechnique*

PresentationorderAssessor Set1 Set2

1 RA AB RB AB2 RA BA RB BA3 RA AB RB AB4 RA BA RB BA5 RA AB RB AB6 RB BA RA BA7 RB AB RA AB8 RB BA RA BA9 RB AB RA AB

10 RB BA RA BA12 RB BA RA BA

* Sometimesreferredto asthe ‘alternatingreferencetechnique’.

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If using the chi-squared test approach then the results from the test arerecordedfor eachsample andusedto construct a 2� 2 contingencytable.Thenumber of correctandincorrectresponsesdetermine whether ‘A ’ is recognisedin a different way to ‘not A’ . Considerwhen a particular ingredientis usedin ameatproductand,for commercialreasons,it is necessaryto changesuppliers ofthis ingredient. The manufacturer wishes to know whether the replacementingredient canbe identified from the original. Twenty assessorstakepart in thetestandaregiven five samplesof ‘A’ andfive samples of ‘Not A’. Theorderofpresentation is given below:

Assessor Sample presentation order1 to 5 A A B B A B A B B A6 to 10 B A B A A B A A B B

11 to 15 A B A B B A B B A A16 to 20 B B A A B A B A A B

Havingcompletedthetest,theresultsareassembledinto a2�2 contingencytable:

Sampleidentified as Samplepresented Total‘A’ ‘Not A’

‘A’ 60 35 95‘Not A’ 40 65 105Total 100 100 200

The chi-squared index is calculated using the expression:

X2 �X

i;j

;�Eoÿ Et�2

Et

whereEo is theobservednumber in box i,j (in which i is thenumber of therowandj is thenumber of thecolumn); Et is thetheoreticalnumberin thesame boxgiven by the ratio of the product of the numberfrom the row and the numberfrom the columnto the total number. In this casethe X2 index is 12.53 andthecritical value 3.84at 5% probability. Therefore in this casethereis a significantdifferencebetweenthe original ingredientandthe replacement.

9.3.7 Ranking tests (BS5929:part 6 1989: ISO 8587:1988)26

Ranking tests are concerned with putting samples in order according to thestrengthof stimulusperceived.Ranking testshavetheadvantagethatmore thantwo samples canbe comparedat the sametime, whereasonly two samplescanbe compared in difference tests. However, the disadvantage is that inexactresults can be obtained if the differences are very small or the samplesthemselves havewide variationsbetween them.In this test, assessorsarelikelyto suffer from sensoryfatigueandthis limit s theusefulnessof this testfor meat.

Assessors evaluatea numberof samples in random order and are askedtoplace them in rank order based upon a specified criterion. Assessors are

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instructed to avoid tied rankings wherepossible. Results are then collatedandtheranksumsfor individualsamplescalculated.Foranoverallcomparisonof allthe samplesthe FriedmanvalueF is calculatedusingthe following formula:

F � 12JP�P� 1� �R

21� R22� R2P� ÿ 3J�P� 1�

where J is the number of assessors,P is the numberof samples,andR1, R2 aretheranksumsgivento P samplesfor J assessors.If F is equalor greaterthanthecritical value corresponding to the number of assessors, the numberof samplesandtheselectedlevel of significance,it canbeconcludedthat thereis anoveralldifferencebetween the samples.

If anoverall differencehasbeenestablishedbetweensamples, theranksumsof each samplecan be used to identify the significant differences betweensample pairs as follows. Let i and j be the sampleswith Ri and Rj their ranksums. Using the normalapproximation, the two samples aredifferent if:

jRi ÿ Rj j � 1:960

��������������������JP�P� 1�p

6for 5% level of probability

Despite theproblemof sensory fatiguetherearestill opportunitiesto userankingtests in the meat area.Sheard et al.27 investigatedthe factors that affect the‘white exudate’ from cookedbacon.A rangeof 20 photographs were takenofthe different levels of exudate from bacon and assessors ranked thesephotographs in order of increasingexudate. The results revealeddifferencesbetween dry cured, Wiltshire untempered and rapid untempered, Wiltshiretemperedandrapid temperedbacon.Thedry cured baconhadthe least exudateand the rapid temperedbaconthe most. A second experiment examining justWilt shireandrapidcuring methodson loins from the samepig showedthat theWilt shiremethodhadthe least exudateandthe rapid methodthe most.

9.3.8 Two from five test28

This is a generaldifferencetest which canbe moreefficient statistically thanthetriangular testsincetheprobabilityof correctly guessingthetwo oddsamplesis1/10 comparedto the triangular test andpairedcomparisonwhich are 1/3 and1/2 respectively. Unfortunately thetwo from five testcanbeaffectedby sensoryfatigue and this should be taken into consideration before this procedure isselected.Thetestconsists of presenting assessors with five sampleswherethreeof the samples areA andtwo areB or threeareA andtwo areB. Thereare20possible combinations of two from five samplesasshownbelow:

AAA BB ABABA BBBAA BABABAABAB BAABA BBABA ABBABABAAB ABBAA BABBA BAABBBAAAB BABAA ABBBA ABABBAABBA BBAAA BBAAB AABBB

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If thenumberof assessorsarelessthantwenty it is importantto selectat randomfrom the above combinations, ensuring that there are an equal number ofcombinations that contain three As and three Bs. However, it has not beenpossible to find any applications of this testbeing usedin meatscience.

9.4 Category scales

Category scalesareoftenusedto ratea numberof differentstimuli, e.g.,texture,flavour andjuiciness.Theyhavetheadvantagethat theyareeasyto useandcancovera number of attributes,aswell asup to six samples in a session. For thetest to be successful it is necessary to have good experimental design.Theresultscanthenbeanalysed,for example, usinganalysisof variance techniquesto establishthe differencesbetween and within the samples. The useof thesetypesof category scalesis useful for determining thegrossdifferences in eatingquality and is frequently usedin animal productionexperiments that requiresensory data. However, this approach may not yield sufficient information ifthereis a needto identify the individual characteristics of a food, in which caseit is necessaryto derivea profile of thefood.Thereis oftendebateon how manyscalepointsshould beusedin a category testandwhether thecategoryapproachis the most efficient in terms of reproducibility and discrimination. Work byLawless andMalone29 examinedfour typesof rating scales,nine-pointcategoryscales,line marking,magnitudeestimationanda hybrid category andline scale.Theyshowedthat all methodswereableto find significant differences betweenproducts. However, category scaleshad a small advantageover the othermethods.

The term ‘rating’ hasbeenintroducedasagainst‘scoring’. Thesetermsareoften interchangedin sensory experiments on meat, but there are importantdifferences between the two terms. Lawlessand Malone30 compared ratingsscales for their sensitivity, replication and relative measurements. Theyconcludedthat that in spiteof thesmall physical differences within thesamplesgivento assessors,assessorsusedwide rangeswithin thescales.This conclusionsupports the view that rating scalesare relative. The term ‘scoring’ hasoftenbeenusedin sensory analysisof meatbecausemuchwork on meat hasinvolvedcarcassgradingandjudging. In thesescenarios it hasbeenpossible to producephotographicstandardsdepicting thevariousdifferencesbetweenthecategoriesandthenallocate a score. In meat tastingthis is very diffi cult to achievebecauseof the difficulty of reproducing examples of meat at each scale point in acategory scale.

Thereis a furtheraspectto consideron whetherassessorsareaskedto rateorscore a sample and this concerns the relationship between a physicalmeasurement produced by an instrument and a psychological or sensoryimpressiongiven by an assessor.An instrument that gavedifferent values ondifferent days for the same measurement would be quickly disregarded orrepaired. Treatinga sensorypanelas an instrument of measurementhasat its

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heart a belief that a particular point on a scaleof physicalmeasurementwillalwaysbe associated with a physical stimulus in an assessor.31 Psychologicalimpressionsdependon a number of factors related to the other samples presentin the testandthestimulusthat theygeneratein theassessor. They alsodependon theintensityof thestimulusnot reaching thepoint whereresponseadaptationoccurs i.e., the point at which an increasingintensity of the stimulus doesnotevokean impressionof increasing responsesin the assessor.32

In meat scienceexperiments,where the interest is in the major changesthat occur, category scalesare widely usedand thereare many examplesoftheir application. In a studyon the influence of breed,feedandconditioningtime in pork, Wood et al.33 used eight-point category scalesto show thatconditioning time affectedthe tendernessof pork, with ten-dayconditioningproducingmoretender pork thanone-day conditioning. Pork flavour wasalsoincreased after ten days and abnormal flavour decreased.Breed effectsshowedthat Durocs hadmorepork flavour thanLargeWhites.In a studybySheard et al.34 on polyphosphateinjection at 3% and 5% concentration inpork, eight-point categoryscaleswereusedby a panelof ten assessors to ratetenderness,juiciness,pork flavour intensity and abnormal flavour intensity.The resultsshowedthat tenderness increasedwith increasingconcentration ofpolyphosphate. Juiciness also increased with concentration to 3%, butincreasing concentration beyond 3% did not increase juiciness perception.Pork flavour intensity decreased with increasing concentration of poly-phosphate.The responsesweresimilar in pork from both entires andfemalesused in this trial.

9.5 Sensoryprofile methodsand comparisonswithinstrumental measurements

Therearevariouswaysof carryingout descriptiveanalysis of foods. Therearetwo basicmethodsof profiling: fixed-choiceprofiling andfree-choiceprofiling.In the fixed-choicemethod,the assessorseachdevelopa vocabularyto describethe food undertest.Oneof the assessorsactsaspanelleaderandtheir taskis todiscussthe words generatedby the other assessorsso that a consensuscan beagreed. Theagreedsetof descriptorsis thenused to describethe food. The free-choice methodinvolves the assessorsbeing given the likely rangeof samplesduring anumberof trainingsessionsto derive aprofile thatis uniqueto them.Theassessorsthenusethis profile to describethe foodsin theexperiment.In bothofthese methods,it is importantthat theexperimentsarewell designedstatisticallysince, if they arenot, it is unlikely that meaningful resultswill be obtained.

The relationship between sensory and instrumental results is an area ofconsiderableinterest. Relating the two is particularly importantin suchareasasnew productdevelopment. Sensoryanalysis can help set the parametersfor anew formulation, but instrumental measurements are needed to develop andensure consistent productquality. Nute et al.35 haveexplored the relationship

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between the sensory characteristics of ham and product composition. In thiswork 52 hamsamples wereobtained andsubjectedto sensory andinstrumentalanalysis. The hams were subdivided into three groups, traditional, moderntumbled and massagedhams,and cannedhams.A generaldescriptive profilecovering appearance, texture and flavour was developed. The study used amethodof statistical analysisknown asGeneralisedProcrustesAnalysis (GPA),originally described by Gower,36 where the methodsof assessors’ usageofscalesare takeninto account in the analysis. Therearebasically threestepsinGPA analysis:

1. Translation. This is a methodof standardising the meanratings for eachassessorfor eachattribute. This effectively removesthe variationbetweenassessorslocationsalong an adjectival scale.

2. Rotation/reflection. This takes account of assessors’ usageof differentadjectives to assess the samesensory stimulus. A good example is theconfusion between the terms ‘bitter’ and ‘astringent’ as documented byLangron.37

3. Scaling. The overall variation among samples rated by eachassessor isstandardisedandremovestheeffectof assessors ratingover differentrangesof the adjectival scales.

In this particular experiment all three steps were highly significant anddemonstratedtheeffectivenessof GPA asdeterminedby a procrusteananalysisof variance. It should be mentionedthat the calculation of the degreesoffreedomis differentfrom anormal ANOVA. With A assessorsandD descriptiveadjectives, the degreesof freedomare; D(A-1)for translation, A-1 for scalingandD(A-1)(D-1) for rotation/reflection.

Theoverall conclusionshowedthat thefirst principal axisaccountedfor 33%of thetotal variationandwasa contrast between gelatinousappearance andfirmtexture. The second principal axis, accounting for 17% of the variation, wasrelatedto the appearanceandflavour of the productswhilst the third principalaxis was related to colour, fatnessand saltiness. Examining the relationshipbetween mechanical andsensorypropertiesshowedthat firmnessincreasedwithshearstrength,and that gelatinousand plastic appearancewas relatedto theamountof boundwater in the hams.

In studies on the effectsof fatty acid composition and its effect on eatingquality, Fisher et al.38 showedthat the flavour of meatfrom lambscomprisingWelshMountain, Soay, Suffolk off grassandSuffolk off concentratescould becharacterisedusinga flavour profile. A profile containing 12specific descriptorsfor flavour and five general descriptors adaptedfrom category scalesandconverted to line scaleswasdeveloped.Lambmeatfrom Soaywascharacterisedby significantly highervaluesfor ‘livery ‘and ‘fishy’ flavours.Otherdifferencesbetween thelambbreedswererelatedto thedifferencesbetween thoselambsonforagesystemscompared with thoseon concentratesystems.

Savageet al.39 studied the changesthat occur in adhesion between meatpiecesusing different concentrationsof a crude myosin solution. Mechanical

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tests hadestablishedthat it waspossible to measure differences in total adhesivestrength, butwhat wasrequired wasadescription of howthiswasperceivedby atrained sensory panel. A fixed profile using the descriptors shown in Table9.3wasdevelopedover a numberof training sessionsusingthe sameassessorsoneachoccasion. Usinganalysisof variance with myosin concentrationasa factor,for each individual descriptor, differences that were related to myosinconcentration were revealed as summarisedin Table 9.4. Assessorswere ableto differentiate differences in adhesion caused by increasing myosinconcentration and showed that sampleswith higher levels of myosin werefirmer when cutting and lesscrumbly. When eating,higher levels of myosinresulted in samples that were more rubbery, less easy to fragment and lesstender.

Table 9.3 Line scalesusedin a textureprofile of restructuredbeef steaks(eachline100mm in length)

Descriptor Anchor points

Tactile Left point Right pointFirmnesson cutting Nil ExtremeCrumblinesson cutting Nil ExtremeFibrousparticleson cutting Nil Extreme

EatingRubberiness Non-rubbery RubberyEaseof fragmentation Cohesive ReadilyseparatingDegreeof comminution Coarse FineTenderness Extremelytough ExtremelytenderMoistness Dry Wet

Table 9.4 Effect of addedmyosinon the sensoryattributesof meatproducts

% addedmyosin signf. lsd

Sensorypanel 0 1.75 3.5 5.25 7.0

TactileFirmnesson cutting 50.5 57.5 61.0 64.5 68.7 *** 4.2Crumblinesson cutting 35.0 17.1 14.1 11.3 8.5 *** 4.1Fibrousparticleson cutting 26.2 20.4 18.1 18.2 15.6 *** 3.5

EatingRubberiness 49.3 48.9 53.6 59.4 60.0 *** 4.5Easeof fragmentation 61.0 55.7 50.6 43.7 43.4 *** 4.2Degreeof comminution 48.5 50.6 50.6 47.3 49.6 n.s. 4.0Tenderness 60.4 61.6 60.7 56.4 56.4 ** 3.5Moistness 50.3 57.9 58.1 58.8 56.1 ** 4.7

lsd� leastsignificantdifference;n.s.�not significant.** � p< 0:01; *** � p< 0:001.

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9.6 Comparisonsbetweencountries

Theuseof sensorypanelsin differentcountriesoftenleadsto theneedto compareresultsacrosscountries.Work hasbeendoneto investigateif resultsachievedwithone panel in one country are the same as in another country. Two earlycomparisonswerecompletedby Dransfield40 et al. Thefirst experimentcomparedmeatfrom beefanimalssuppliedby five researchinstitutes.Eachcountrysuppliedloin steaksfrom ten animals and eating quality was comparedin Denmark,Ireland,the UK, FranceandGermany.The panelsin eachcountry found a widevariation in eatingquality and many of the steakswere very tough.A commoneight-pointcategoryscalewasusedfor tenderness/toughness.Betweenthepanelstendernesswashighly correlatedwhilst flavour andjuicinesswerepoorly related.Theconcernin this experimentcentredon the fact thatsomeof thesampleswerevery tough and could dominant the other sensory attributes. The secondexperimentby Dransfieldet al.41 concentratedon only one laboratorysupplyingmeat (UK) and producing two types of animal, Charollais cross steersandGalloway steers.Meat was exchangedbetweenBelgium, Denmark, the UK,France,Germany,IrelandandItaly. Two producttypeswereused,sirloin steaksand cubesof m.semimembranosusfor a casserolingprocedure.Again it wasshownthattextureand,in thisexperiment,juicinesswerestronglyrelatedbetweencountries,but againflavour could not be predictedaccuratelybetweencountries.The authorssuggestedthat different culinary practicescould haveaffectedthisresult since the endpoint temperaturesthat the steakswere cooked to variedbetweencountriesandit is known that this affectseatingquality.

In a more recentstudy on lamb meatby Sanudoet al.,43 samples of lambwerepurchasedin Spainandoneloin from eachlambexportedto theUK. Bothpanelsusedtheir own methodsof sensory analysis,whereby UK usedeight-point category scalesandSpain used100mm line scales.The two panelsusedthe same descriptors and both panels achieved the same results andinterpretation of the results. In this trial a hedonic scale for preferencewasincluded andit is interestingthat thepanelsagreedon termssuchaslambodourintensity, tenderness, juiciness,lamb flavour intensity. However, in hedonic(preference) ratingsthe Spanishpanelpreferred the Spanish lamb and the UKpanelpreferredBritish lamb.

9.7 Conclusions

Sensory analysis is an importanttool in meatscienceandis becoming acceptedas a necessary part of meat quality experiments. Advances in computertechnologyasameansof datacaptureandanalysisfacilitatesmoresophisticatedstatistical methods to be used by sensory analysts. As new instrumentaltechnologiesaredeveloped,for example electronic noses,the interrelationshipsbetween these techniquesandsensorymethodsneedexploring.Work by Annor-Frempong43 on ‘boar taint’ hasalreadyshown it is possible to classify ‘boar

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taint’ with an electronic nosein a way that is very similar to that obtained by apanel. A reviewby Schaller et al.44 identifies nineproduct areas, includingmeatandfish, where this technology is providingusefulinformation.Despiteall theseadvancesthe basic procedures outlinedearlier, where it is necessary to screen,train and monitor a panel, are still a vital requirement to produce effectivesensory results.

9.8 References

1. TIL GNER, D.J. Anal i za organoleptyczna zywnosci , Warszawa:Wydawnictwo przemysluLekkiego I Spozywczego.1957.

2. MASUYAMA, G. and MIURA S. Handbook for Sensory Tests in Industry.Tokyo, Japan: JusePublishers, 1962.

3. AMERINE, M.A., PANGBORN, R.M. and ROESSLER, E.B. Principles of SensoryEvaluation of Food. New York, USA: AcademicPress1965.

4. JELLINEK, G. Sensory Evaluation of Food, Theory and Practice. EllisHorwood, Chichester, UK. 1985.

5. MEILGAARD, M., CIVILLE, G.V. and CARR, B.T. Sensory EvaluationTechniques.Florida, USA, CRC Press1991.

6. COCHRAN, W.G. and COX, G.M. Experimental Designs, second edition.Chichester,UK., JohnWiley andSons Inc., 1992.

7. GACULA, JR,M.C. andSINGH, J. StatisticalMethodsin Food and ConsumerResearch, London,AcademicPressInc., 1984.

8. NALLY, C.L. Implementationof ConsumerTastePanels.Journal of SensoryStudies, 1987,2, 77–83.

9. BSI ASSESSORS FOR SENSORY ANALYSIS. BS7667, part 1. Guide to theselection, training and monitoring of selected assessors.1993/ISO 8586–1:1993. London,BSI, 1993.

10. CROSS,H.R.,MOEN, R. andSTANFIELD, M. Training andtesting of judgesforthe sensoryanalysis of meat quality. Food Technology, 1978 32, 48–52and54.

11. WOOD, J.D., NUTE, G.R., FURSEY,G.A.J. and CUTHBERTSON, A. The Effect ofCooking Conditions on the Eating Quality of Pork. Meat Science, 1995,40, 127–135.

12. DRANSFIELD, E. Intramuscular composition and texture of beef muscles.Journal of Science and Food Agriculture, 1977,28, 833–842.

13. BSI SENSORY ANALYSIS OF FOOD. PART 2. Paired comparison test. BS5929,1982. London,BSI, 1982.

14. THIEME, U. and O’MAHONY, M. Modifications to sensory difference testprotocols: The warmed up paired comparison, the single standard Duo-Trio andthe A-Not A testmodified for responsebias.Journal of SensoryStudies, 1990,5, 159–176.

15. VAN DER MAREL, G.M., DE VRIES, A.W., VAN LOGTESTIJN, J.G. and MOSSEL,

D.A. Effect of lactic acid treatment during processing on the sensory

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quality and lactic acid content of fresh broiler chickens. InternationalJournal of Food Scienceand Technology, 1989,24, 11–16.

16. BSI SENSORYANALYSIS OF FOOD. PART 3. Triangular test. BS5929,1984London,BSI, 1984.

17. KUNERT, J. and MEYNERS, M. On the triangle test with replications.FoodQuality and Preference, 1999, 10, 477–482.

18. DACREMONT, C. andSAUVAGEOT, F. Are replicateevaluations of triangulartestsduring a session goodpractice?Food Quality and Preference, 1997,8, 367–372.

19. DRANSFIELD, E., NUTE, G.R. and FRANCOMBE, M.A. Comparison of eatingquality of bull andsteer beef.Animal Production, 1984,39, 37–50.

20. DRANSFIELD, E., NUTE, G.R., HOGG, B.W. and WALTERS, B.R. 1990.Carcassand eating quali ty of ram, castrated ram and ewe lambs. AnimalProduction, 50, 291–299.

21. ASTM (AMERICAN SOCIETYFORTESTINGAND MATERIALS) Standard practicefor the determination of odour and taste thresholds by forced-choiceascendingconcentration seriesmethodof limits. Philadelphia, PA, USA,ASTM, 1991.

22. ANNOR-FREMPONG,I.E., NUTE, G.R.,WHITTINGTON, F.W. andWOOD, J.D. Theproblem of taint in pork:1. Detection thresholdsand odour profiles ofandrostenoneandskatolein a model system. Meat Science, 1997, 46, (1)45–55.

23. BSI SENSORYANALYSIS OF FOODPART8. Duo-trio test. BS5929/ISO10399.London,BSI, 1992.

24. JANKY, D.M. and SALMAN, H.K. Influence of chill packagingand brinechilling on physicaland sensory characteristics of broiler meat. PoultryScience, 1986,65, 1934–1938.

25. BSI SENSORYANALYSIS OF FOOD. Part5. ‘A’ – ‘not A’ test.BS 5929/ISO8588-1987.London,BSI, 1988.

26. BSI SENSORYANALYSIS OFFOOD.Part6. Ranking. BS 5929, 1989.London,BSI, 1989.

27. SHEARD, P.R.,TAYLOR, A.A., SAVAGE, A.W.J., ROBINSON, A.M., RICHARDSON,

R.I. andNUTE, G.R. Factorsaffectingthecomposition andamount of ‘whiteexudate’from cookedbacon.Meat Science, 2001,59, 423–435.

28. MEILGAARD, M.C., CIVILLE, G.V. and CARR, B.T. Sensory EvaulationTechniques. BocaRaton, USA, CRC Press, 1991.

29. LAWLESS, H.T. andMALONE, G.J.The discriminative efficiency of commonscalingmethods. Journal of SensoryStudies, 1986,1, 85–98.

30. LAWLESS,H.T. andMALONE, G.J.A comparisonof rating scales:Sensitivity,replicatesandrelative measurement.Journal of Sensory Studies, 1986,2,155–174.

31. RISKEY, D.R. Use and abusesof category scales in sensory measurement.Journal of SensoryStudies, 1986,3/4, 217–236.

32. O’MAHONY, M. Sensory adaptation. Journal of SensoryStudies, 1986,3/4,237–258.

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33. WOOD, J.D., BROWN, S.N., NUTE, G.R., WHITTINGTON, F.M., PERRY, A.M.,

JOHNSON, S.P.andENSER,M. Effects of breed,feedlevel andconditioningtime on the tendernessof pork. Meat Science, 1996,1/2, 105–112.

34. SHEARD, P.R., NUTE, G.R., RICHARDSON, R.I., PERRY,A.M. and TAYLOR, A.A.

Injection of water andpolyphosphate into pork to improve juicinessandtendernessafter cooking.Meat Science, 1999,51, 371–376.

35. NUTE, G.R., JONES, R.C.D., DRANSFIELD, E. and WHELEHAN, O. Sensorycharacteristics of ham and their relationships with composition, visco-elasticity and strength. International Journal of Food Science andTechnology, 1987,22, 461–476.

36. GOWER, J.C. Generalised ProcrustesAnalysis. Psychometrika, 1975, 40,33–51.

37. LANGRON, S.P.The StatisticalTreatmentof Sensory Analysis Data.Ph.D.Thesis, University of Bath, UK, 1981.

38. FISHER,A.V., ENSER,M., RICHARDSON, R.I., WOOD, J.D., NUTE, G.R., KURT, E.,

SINCLAIR, L.A. and WILKINSON, R.G. Fatty acid composition and eatingquality of lamb types derived from four diverse breed X productionsystems. Meat Science, 2000,55, 141–147.

39. SAVAGE, A.W.J.,DONNELLY, S.M., JOLLEY, P.D.,PURSLOW,P.P.andNUTE, G.R.

Theinfluenceof varyingdegreesof adhesionasdeterminedby mechanicaltests on sensoryand consumeracceptance of a meat product. MeatScience, 1990,28, 141–158.

40. DRANSFIELD, E., RHODES, D.N., NUTE, G.R., ROBERTS, T.A., BOCCARD, R.,

TOURAILLE, C., BUCHTER, L., HOOD, D.E., JOSEPH,R.L., SCHON,I., CASTEELS,

M., COSENTINO, E. and TINBERGAN, B.J. Eating quality of European beefassessedat five ResearchInstitutes.Meat Science, 1982,6, 163–184.

41. DRANSFIELD, E., NUTE, G.R., ROBERTS, T.A., BOCCARD, R., TOURAILLE, C.,

BUCHTER, L., CASTEELS, M., COSENTINO, E., HOOD,D.E.,JOSEPH,R.L. SCHON,I.

and PAARDEKOOPER, E.J.C. Beef quality assessedat European ResearchCentres.Meat Science, 1984,10, 1–20.

42. SANUDO,C.,NUTE, G.R.,CAMPO,M.M., MARIA, G.,BAKER, A., SIERRA,I., ENSER,

M. andWOOD,J.D.Assessmentof commerciallambmeatquality by BritishandSpanishtastepanels.Meat Science, 1998,48, 1/2, 91–100.

43. ANNOR-FREMPONG,I.E., NUTE, G.R.,WHITTINGHAM, F.W. andWOOD, J.D. Themeasurementof the responsesto different odourintensitiesof ‘boar taint’using a sensory panel and an electronicnose.Meat Science, 1998, 50,139–151.

44. SCHALLER, E., BOSSET, J.O. and ESCHER. F. Electronic Noses and TheirApplication to Food. Lebensm.-wiss. u.Technol., 1998,31, 305–316.

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10.1 Introduction

On-line monitoring of quality for meat processing involves two main activities.Firstly, individual carcasses or primal cuts are selected whose meat reaches arequired standard for premium products such as cured hams or in-flight meals.Probes, ultrasonics and video image analysis (VIA) are available. Obtainingaccess to interior muscles, and variation between and within carcasses are themain problems. Being able to predict meat quality from on-line measurementshas great commercial potential, especially for tenderness and water-holdingcapacity (WHC), but we can allow no contamination, only imperceptibledamage, and measurements must be very fast to keep pace with line speeds.Secondly, for the processing of comminuted meat, information from on-linesensors is used for process control in emulsion formation, curing or cooking.Operating conditions are relatively simple if the product can be accessed inhomogenised batches or in a continuous stream. There is usually ample time forintegrated measurements.

10.1.1 ApparatusDespite the tremendous commercial advantages offered by on-line monitoring ofmeat quality, relatively few methods are available as off-the-shelf purchases.Apparatus that may be simple to build, develop and test in a laboratory withskilled operators and convenient operating conditions is seldom profitable todevelop commercially for use in severe industrial conditions. Developers ofscientific apparatus usually think in terms of hundreds or thousands of units tobe manufactured, not ones and twos. The meat industry is reluctant to spend

10

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much unlessapparatusis proven beyonddoubt. Thus,smallmarketsandlack ofvision combinein a viciouscircle to perpetuatevintagetechnology suchasglasspH electrodes. However,a few meatprocessors havecommissioned their owntechnologyandaresecretly reapingtherewards.Commercialsecretsareseldompublicised in research papers,so this chapter can offer only an academicperspectiveon the subject.

Apparatuscomesin severalformats. VIA is remote. The camerais locatedsome distance from the side profile of a carcass or a sectioned rib-eye.Ultrasonictransducers,however,areplacedin contactwith thesample,usuallyacarcass.Orthogonality must be maintained to form an imageof soundwavesreflected from muscle-fat boundaries. Spectrophotometric methodsmay beremote, asfor a plateof comminuted product placedin a colourimeteror near-infrared (NIR) spectrometer. But, using optical fibres (Kapany, 1967),spectrophotometric methods may be adaptedasprobesto pushinto the carcassor form awindowagainstacomminutedproduct(MacDougall andJones,1980).Optical fibres pushedinto meatdo not give the same reflectance spectrumasobtained with a conventional reflectometer (Fig. 10.1). When pushedinto acarcass,the probe may be combined with a depth detector to give a spatialdimension to the data.For example, reflectancemay be plottedversusdepth inthecarcass. This is calleda transect.A thin probeminimisestissuedistortionbutsupports only a smallopticalwindow.This reducesthevolumeof tissuethroughwhich reflectanceis integrated, sothatnon-muscle tissues at theopticalwindowmaycreateanomalousspectrawhich do not represent musclequality (Brøndumet al., 2000).Electromechanicalprobes havea long history for predicting meattoughness.A torqueprobeis currentlyavailable (Jeremiah andPhillips, 2000).

Fig. 10.1 Reflectancespectraof pork measuredwith optical fibres (a) andwith areflectance(b). Line c is line a raisedto the third powerof wavelength.

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10.2 Measuring electrical impedance

Muscle hasa relatively low electrical resistance while fat hasa high resistance.Muscle contains continuous electrolytes with a relatively high conductivity,while fat is dominatedby globulesof insulating lipid. This enablesthedepth ofsubcutaneousfat to befoundalong a transect,overall lipid contentto bedetectedelectromagnetically, andexudative meatto be detected by high conductivity.

Electrical impedancemeasurementswerefirst madein Englandin the1920sand1930sasDFD (dark, firm, dry) pork becamea problemwhenshipping ofpigsby rail to newcentralisedabattoirs replacedlocal slaughtering.Penetrationof curing ingredientsfor traditional dry curing is dangerously slow but, whendiffusion is furtherreducedby a paucityof extracellular fluid, it mayallow deepspoilage. Banfield (1935) found the main factors to be: (i) curing saltconcentration,(ii) volumeof pickle pumped into the meat,(iii) intrinsic textureandmoisture content of the meat, (iv) ambienttemperature,(v) fat-freesurfacearea for pickle penetration, and (vi) volume of meat relative to pickle.Penetration of curing salts was monitored on-line by testing the electricalresistance of the meat (Callow, 1936). This led to the discovery of pH-relatedvariability in the resistanceof freshpork (Fig. 10.2),which now we mayusetoplacepork on a scalefrom DFD to PSE(pale,soft, exudative).

10.2.1 Biophysical sourceSkeletal muscle is composedof myofibres. Theseare extremely large cells,althoughreaching only about0.1mm in diameter theymaybemany centimetresin length. Like all other cells,myofibresaresurrounded by a plasmamembranewith strongdielectric propertiesanda capacitance of approximately1 �Fcmÿ2.Thus, the cell membrane is a very effective insulator, and when meat probe

Fig. 10.2 The relationshipof impedanceat 50Hz to the ultimatepH of freshporkdiscoveredby Callow in 1936.

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electrodesareinsertedinto the muscle of a recently slaughteredcarcass, strongoverall capacitanceis detectable.

10.2.2 PolarisationFor metalelectrodesin contactwith electrolyteswithin andbetweenmyofibres,anelectrodedischargesionsinto thefluid while ionsin thefluid tendto combinewith anelectrode.This maycreate a chargegradientacrossanelectricaldoublelayer sothat theelectrode-electrolyte interfacebehaves asa voltagesource,andas a capacitor in parallel with a resistor. The magnitude of this polarisationdependson: (i) themetallic compositionof theelectrode;(ii) electrodearea;(iii)electrode insulation by adipose cells; (iv) current density and electrodeseparation; (v) post-mortem changes in electrolyte composition; (vi)temperature; and (vii) the frequency of the test current, such that resistanceandcapacitancein parallel areusuallyinversely proportional to thelogarithm offrequency.Polarisation in meat probesmaybecancelled by usingAC instead ofDC, and by using separate source and detectorelectrodes. For example, withfour electrodes,two supply the testcurrentandtwo detectit.

10.2.3 Resistance, capacitance and anisotropyImpedanceis determined by resistanceandcapacitance(capacitive reactance),but these maybein seriesor parallel(Gielenet al., 1986).Capacitance(CS) andresistance(RS) in seriescircuit are relatedto their equivalents in parallel asfollows,

Rs � Rp=�1� �2�fCpRp�2 �1�Cs � Cp�1� �1=�2�fCpRp�2� �2�

As well asthe intrinsic dielectric anisotropyof meatcausedby myofibresbeingparallel (EpsteinandFoster, 1983),other factorsareinvolvedin makingon-linemeasurements. Plate electrodesmay be used for excised or comminutedmuscles,but carcassmeasurements require probes.A pair of probeelectrodesmay be inserted in three different planesrelative to the longitudinal axesofmyofibres. When electrodes and myofibres are coaxial, myofibres may becompressedconcentrically around the electrodesto increasecapacitance frommembranes.But if electrodesopen up channels of extracellular fluid alongmyofibres, this shorts the test current and reducesthe current density onmembranes.Thus, on-line useof electrical probesrequiresstandardisation ofelectrodeplacement relative to myofibre orientation.

10.2.4 Electrode penetrationDepth of electrodepenetration may determine the areaof electrodecontact andthecurrentdensitybetweentheelectrodes.Contactareashould becontrolled by

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an insulatedsleevecovering the baseof the electrode so that exposure to themeatis constant. Surfacewetnessonacarcassmayvary andit maybenecessaryto dry the carcassat pointsof measurementto avoid surfacefluid shortingtheelectrodes.Even if the distance between electrodesis set by a manufacturer,electrodesmay becomebent. Moving the electrodescloser together decreasesresistance, but may increasecapacitance.

10.2.5 FreezingFreezingobscuresany initial differencesin impedance, probably because icecrystalscut throughcell membranesto createa continuous pool of electrolyteswhen the muscleis thawed. This providesa methodfor the detectionof meatthat hasbeenfrozen and thawed, relative to meat that hasneverbeenfrozen(Sale, 1972).

10.2.6 PSE detectionPioneer research was undertakenby Rowanand Bate Smith (1939), but theirdiscoveries lay dormant until the late 1970s, when attempts were made todevelopbettermethodsthanglasspH electrodesfor sorting anddetecting PSEpork carcasses.Several commercial systems becameavailable in the 1980stomeasure the electrical properties of pork, such as the MS-Tester and theCarnatest. As well as pork, impedancetesting may be usedto identify PSEturkey meat(Aberle et al., 1971).The MS-Tester measuresthe dielectric lossfactor of pork usinga frequency synthesisercombined with ananalogto digitalconverter. With conductivity and dielectric constant�r , the dielectric lossfactor d

d � =�r �3�is found from the cotangentof the measuredphaseangle(PfutznerandFialik,1982).The TestronMS-testerusestwo parallelscalpelblades25 mm apart at 15kHz (Kleibel et al., 1983).

DFD, normalandPSEcategoriesareseldomdiscreteandusuallyoverlapasacontinuum. Separationis further complicatedby the non-linear relationshipofimpedance with meat quality, as shown for the MS-Tester by Seidler et al.(1987). When capacitance in parallel (Cp) and resistance in parallel (Rp) arerelatedto frequency (f), the quality factor (Q) is definedas,

Q� 2� f CpRp �4�The other term in commonuseis the dissipationfactor,

D � 1=Q �5�The MS-tester may be capable of differentiating between normalandPSEporkas early as an hour or less post-mortem(Kleibel et al., 1983), but this is notalwayspossible (Schmittenet al., 1984;Fortin andRaymond,1988).

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10.2.7 Adenosinetri phosphateAdenosinetriphosphate(ATP) providesenergyfor muscle contraction and themaintenance of ion gradients across membranes such as those of thesarcoplasmic reticulum. The conversion of extensible living muscle toinextensiblemeatis determined by the length of time that anaerobic glycolysiscanmaintain ATP levels from stored glycogen.Impedanceoften appears to becorrelatedwith pH, asin Fig. 11.2,but a morefundamentalrelationship maybebetween capacitance and ATP concentration. If lactate-induced damageto ionpumps in cell membranesis postulatedasthe primary causeof the decreaseinimpedance as the pH declines post-mortem, then DFD beef with a relativelyhigh pH should havehigh impedance.This doesnot appear to be the case. Inbeef, Cp maybecorrelatedwith ATP, r � 0:8, whereascorrelationsof Cp withpH areweakerandsporadic in occurrence(SwatlandandDutson,1984).Thus,the post-mortemdecline of Cp is probably determined more by the leakageofATP-driven ion pumps thanby a direct effect of pH on cell membranes.

10.2.8 Electromagnetic scanningWhenan animalor carcassis passed at a constantvelocity througha magneticfield, skeletal muscles createa measurable perturbationin the magnetic field.For live animals, this principle wasusedin theEMME (modelSA-1, electronicmeat measuringequipment, EMME Corp., Phoenix, Arizona), then in theTOBEC (total body electrical conductivity) HA2 for measuringadiposity inhumans. The manufacturerof the TOBEC (Agmed Inc., Springfield, Illinois)thenestablisheda subsidiary (Meat Quality Inc.) to produceequipmentfor on-line evaluation of the fat contentof meat, the MQI ElectromagneticScanner.

A perturbation in a magnetic field is difficul t to standardise or expressinscientific units. Thus, a phantom sampleis usedfor standardisation. Carcassshapes arecomplex, so electromagnetic scanning is well suitedfor the analysisof boxed beef. The Emscan MQ27 system used in Australia uses a coilfrequencyof 2.5MHz. Thephaseangle betweenthevoltageandthecurrent,andthe amplitude of the current are measured at 50Hz giving a lean meatcomputationoutput at 20Hz.

As a pork carcasspasses through the coil of the MQ25, a relative energyabsorption curve is generated, and the curve is scaledfrom the height andposition of the major peak. Predictions are possible to line speeds of 1,000carcassesper hour. If temperature is taken into account, electromagneticscanning results maybecombinedwith carcassweightto give a strongpredictorof total lean(R2� 0.904).

10.2.9 Bioelectrical impedanceA four-electrode bioelectrical impedance analyser (RJL Systems Detroit,Michigan) hasbeendevelopedto predict carcasslean content. The electrodesare21-gaugeneedlesplacedin an anterior to posterior sequencealongthe full

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length of the animal’s back with a 10-cm separation between transmitter anddetector electrodesat eachend.For lamb, prediction equations (R2� 0.97) fortotal weight of retail cuts were developedusing resistance,reactance,weight,distance betweendetectorelectrodesandtemperature.Measured along the sideof pork carcasses,the prediction of lean yield (R2� 0.81) is lessaccurate thanTOBEC, but may be usedfor both live animalsandcarcasses(Swantek et al.,1992). Marchello and Slanger (1992) found that the methodwas suitableforrobotic sorting of pork shouldersaccording to lean content.

10.3 Measuring pH

ThepH of living skeletalmuscleis usuallyjust abovepH 7. It maydecreaseafterslaughterto pH 5.4 to 5.7 in normal meat.If initial glycogenis limited, the pHstayshigh andthemeatremainsDFD (asit is in thelive animal).If thepH declineis rapid (affecting muscleproteinswhile still warm) or extensive(giving a lowultimatepH), themeatbecomesPSE.Thus,thepH of meathasa profoundeffecton colour, firmnessandwater-holdingcapacity,aswell assubtleeffectson taste,tendernessand rate of post-mortemconditioning. The pH of meat may bemeasuredon-line with a gel-filled combinationelectrode,but the risk of brokenglassmaybeunacceptable.Ruggedportableequipmentfor routineon-line useincommercialplantsis available(NWK Binar GmbH,Landsberg,Germany).

An unofficial terminology hasdevelopedamongmeat scientists.Subscriptsare appended to indicate time of measurement.The two classicalmeasuringtimesare45 minutesand24 hourspost-mortem.Thesemaybe termedpH1 andpH2, respectively, or pH45 andpH24. Othersubscriptsmayappear,suchaspH30

for a measurement at 30 minutes post-mortem. The context usually showswhether the subscript is in minutesor hours.This may not be precise, but it isconvenient. Working in a commercialenvironmentit is very difficul t to ensurethe accuracyof timespost-mortem.

10.3.1 PSE in porkA pH1< 6.0 is typically takenas the critical point below which commerciallyimportantPSEdevelopsin pork (BendallandSwatland,1988).ThepH1-indexisdefinedasthe percentof pH1 valuesbelow pH 6.0 at 45 minutespost-mortem.The following equations may be usedto relate the meanpH1 to the pH1-index:

for meanpH1 > 6:33: pH1 ÿ index � 37:8� �6:65ÿ pH1� �6�for meanpH1 < 6:33: pH1 ÿ index � 110:3� �6:39ÿ pH1� �7�

10.3.2 Conditions of measurementMany factors affect pH measurementson-line, particularly the difficulty ofestablishing electrical contactwith the referencecell of a glasselectrodeif themeatis dry. Meat may be homogenisedin potassiumchloride and iodoacetate

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solution to arrestglycolysis (Bendall, 1973). Corrections for temperature arerequired.Theeffectof temperatureis to lower thepH by 0.1–0.15unitsper10ºCrise in temperature and to raise it by the same amount per 10ºC fall intemperature(BendallandWismer-Pedersen,1962).This is caused by changes inthe pK valuesof carnosine,anserine andhistidinebuffers in meat.

10.3.3 Light scatteringMeatwith a high pH appears darkwhile meatwith a low pH appears pale.Thisis causedby differences in light scattering.Incidentlight is transmitteddeepintomeat with a high pH andvery little escapesto beseenby theobserver. Incidentlight haslimit edpenetration of meatwith a low pH andmostof it escapesfromthe meat to be seenas palenessby the observer. For measurementsmade byreflectancespectrophotometry therefore,meatwith a high pH hasdeeper bandsof selective absorbance (becausethelight pathis longerthanin meatwith a lowpH). Light scattering may be measured on-line for the direct prediction of theappearanceof the meat,for eitherPSEor DFD (Gariepy et al., 1994),or asanindirect way of measuring other pH-relatedproperties such as water-holdingcapacity (Andersenet al., 1999).

10.3.4 Biophysical sourceThree factorsmay contribute to high light scattering in meatwith a low pH.Firstly, BendallandWismer-Pedersen(1962)proposed that light scattering at alow pH is causedby denaturation of sarcoplasmic proteins, similar to heatdenaturationof eggalbumen (Bendall, 1962).Precipitatedprotein is detectablehistologically in severe PSE pork (Bendall and Wismer-Pedersen, 1962).Secondly, anotherfactoris thatshrinkageof myofibrils at a low pH increasestherefractiveindexdifferencebetween myofibrils andsarcoplasmsothatscatteringfrom the myofibrillar surfacemay be increased (Hamm, 1960; Offer et al.,1989). Myofibrils account for approximately 80% of the volume of pork,declining to 50% as the pH declines post-mortem. Thus, even small opticalchanges in the myofibrils havea major effect. A third factor is that increasedmyofibrillar refractive index causedby low pH may increasescatteringbyincreasing the refractive deflection of light passing through myofibrils.Myofibrils are strongly birefringent, as indicated by the naming of A(anisotropic) and I (isotropic) bands,and this enablesthem to be investigatedwith polarised light. Measurementson individual myofibres show that theoptical path difference(between rays following different refractive pathwaysallowed by birefringence)tendsto increase when pH is decreased.

10.3.5 Laser scanningLaser scanningof meat was introduced by Birth et al. (1978), basedon theKubelka-Munk analysisof light scattering.Illuminating the uppersurfaceof aslice of musclewith a helium-neon lasergives:

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log MT � Aÿ Br �8�whereMT is theradiantexcitanceonthelowersurface,A is theinterceptandB istheslope of a regression (light intensity versusdistance),andr is thepathlengththroughthe meat.Birth et al. (1978)showed that

B� log2�S� K� �9�where S is a scatter coefficient (cmÿ1), and K is the absorptioncoefficient(cmÿ1). B may be called a spatial measurement of scattering,for the sakeofconvenience.Birth et al. (1978)showedthat spatialmeasurementsof scatteringarerelatedto meatquality.

10.4 Analysing meat properties usingNIR spectrophotometry

NIR spectrophotometry hasmany certifiedapplicationsin food analysis (Norris,1984),especially for the fat content of mince or groundbeef (Tøgersenet al.,1999).It is ideal for platesandcontinuousstreamsof comminutedmeatproducts(Isaksson et al., 1996), but hasalsobeenusedfor carcasses(Chen,1992;Chenand Massie, 1993). It may be usedto predict functional propertiesof meat inprocessed products and to detect previously frozen meat (Downey andBeauchene, 1997).

10.4.1 ApparatusTypical componentsare a tungsten-halogen source, a grating monochromatorfrom 800to 1100nm,anoptical systemto directthelight throughor ontoaplateof comminutedmeatand a photometer. Multiple scanning and rotation of thesamplehelp to averageheterogeneity, andsmoothed absorbance measurementsat about100 wavelengths may be usedto make predictionsfrom a partial leastsquareschemometric calibration. Technical problemsoriginate from drying ofthe sample surface, pH-related changes in light scattering, metmyoglobinformation, and sampletemperature. Theseoften limi t the applicability of aprediction equation to situationsexactly the sameasthe calibration population.Because NIR spectrophotometry is sensitive to fat content, and fat content hasmanyeffects on product quality, it may be difficult to extractinformationthatrelatesdirectly to protein functionality.

10.5 Measuring meat colour and other properties

Theoxygenation of purplemyoglobinto redoxymyoglobin, andtheoxidation ofoxymyoglobin to brown metmyoglobinarevitally importantfor the appearanceof meatproducts, asis the formation of heat-stable,pink nitrosylhaemochromein curing (Fox, 1987). This latter reaction is so sensitive to nitrite that evennitrite from spices and tap water may prevent browning in cookedproducts.

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Carbonmonoxide mayhavea similar effect (evenfrom exposure of transportedanimals to traffic fumes). Myoglobin is also important in connectionwithoxidative rancidity. Haemoglobin, althoughminimal in properly exsanguinatedmeat, may inadvertently be introduced from bone marrow in mechanicallydeboned meat.

10.5.1 SpectrophotometryThe Soret absorbance bands of deoxymyoglobin, oxymyoglobin, andmetmyoglobin occur at 434, 416, and 410 nm, respectively (Bowen, 1949;Morton, 1975).The oxygenation of myoglobin causesa lossof the absorbancebandat 555nmandtheappearanceof two newabsorbancebandsat 542and578nm with milli molarabsorptiviti esof 13.2 and13.3,respectively(Morton, 1975).

Working on-line with muscle surfacereflectance is more difficult than thespectrophotometry of purified pigments in solution. Using reflectancespectrophotometry, RayandPaff (1930)foundthat542 and578nm absorbancebandswere of equal intensity. But many published studies are of artificiallystabilised surfaces.Subsurfaceoxidation of myoglobin may produce strangeresults on-line (becausescattering is changed as well as the absorbancespectrum). From absorbance spectrophotometry of purified metmyoglobin, thesecondaryreflectancepeakof metmyoglobin around 600nm mayencompass anadditional small peak at 565 nm. If cut meat surfaces are exposed, productcolour canbe measured on-line by VIA (Lu et al., 2000).

Spectrophotometryvia optical fibres may be used to assessthe functionalpropertiesof comminutedmeat(SwatlandandBarbut,1990).Formixturesof porkadiposetissueandbeefmusclewith a low connectivetissuecontent,reflectanceat1000nm may be correlated with lipid content (r � 0.99), at 930nm withcentrifugationfluid loss(r �0.77),andat 1000nm with cookingloss(r �0.99).Correlationsmay be weakenedwhen the meat is adjustedto a constantlipidcontent;for example,for pork musclereflectanceat 780 nm wascorrelatedwithpH (r � ÿ0.80),at 690nmwith centrifugationfluid loss(r � 0.74),andat 710nmwith cooking loss (r �0.63). Peak correlationswith functional propertiesarehighly wavelengthdependent.In the first set of correlationsgiven above,lipidcontentis themajorvariableandthestrongestrelationshipsareobtainedwith redor NIR. But if variationin lipid contentis cancelledsothatpH-dependentproteinpropertiesaredominant,thenthe peakcorrelationsarewith shorterwavelengths.Thus,in experimentalstudiesaimedat finding the mostsuitablewavelengthsforsimple on-line sensors,the likely importanceof lipid-related versuspH-relatedsourcesof varianceshouldbe considered.

With regard to cost-effectiveness, full-range spectrophotometry mustnecessarily bemore expensiveandmorecomplex thana simplemonochromaticsensor. But in choosingthelessexpensive andmorerobust option,it is essentialto know the whole spectral rangeof correlations.Sometimes, correlationsofreflectancewith a functional property are strong at a certain wavelength, butweak at an adjacentwavelength. If both wavelengths are encompassedwithin

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the broad-bandrangeof a simplesensor, thenthe results may be disappointing.But a narrow spectral rangeimplies weaklight intensity, thuseither increasingthe costor the relative noiseof the photometer.

10.6 Water-holding capacity

Water-holding capacity(WHC) may be definedasthe ability of meatto retainits own waterunderexternal influencessuchascompression or centrifugation.In this case, water-bindingcapacity becomestheability of themeatto bind extrawateraddedto a product.Waterabsorptionor gelling capacitymay be definedas the ability of meat to absorb water spontaneously from an aqueousenvironment. The basic mechanismis the effect of pH on the myofilamentlattice. As pH declines towards the isoelectric point of muscle proteins, areduction in the negative electrostaticrepulsionbetweenmyofilamentsreducesthe water spaceof the myofilament lattice. The releasetime of this fluid,however, is highly dependenton time-temperatureinteractions, muscle structureandhandling.

The usualmethodfor predicting WHC on-line is to exploit a correlation ofWHC with pH and, indirectly, with light scattering(Jaud et al., 1992) orconductivity (Lee et al., 2000).The usualproblemis weak correlations,oftenfrom curvilinearrelationships.NIR reflectancemeasuredwith a probeat 30 minpost-mortem can predict 24 hour fluid lossesfrom pork, but the measurementtakessix minutes(Forrestet al., 2000).

10.7 Sarcomere length

Sarcomerelengthhassomeimportanteffectson meat quality. If a musclesetsinrigor mortis at a shortened length, there is a high degreeof overlap betweenthick and thin myofilaments.The meat is tough and hasa low WHC. A laserdiffractometermay be usedto measure sarcomerelength,

Sarcomere length� �=sin � �10�where� is theanglesubtendedby the first orderdiffraction bandrelative to theopticalaxis.Because theanglesarerelatively small,sin� ' tan� (Rome,1967).However, this methodrequires the dissection of individual or small bundlesofmyofibres,andis no more useon-line thanis light microscopy. Bulk meatwithhigh scattering from countlessmyofibrespresents a real challenge.

With two plane polarisers (a fixed polariser and rotatable analyser), themaximum transmittance occurs when the analyseris rotated parallel to thepolariser, and the minimum is when the analyser is perpendicular to thepolariser. But if the polariser is at 0º, when the analyseris at 90º, then abirefringent musclesamples with myofibres at 45º between the polariser andanalyserrotateslight sothatnow it maypassthroughtheanalyser.Thebrightest

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bandsarethe A bands,wherethick (myosin)andthin (actin) filamentsoverlap.But maximumtransmittancenow is at an analyserangle >90º, becauseof theoptical pathdifferenceof the myofibre.

NIR is usedto minimisescatteringandenablesmeasurementsto bemadeonthin slices. The transmittanceof NIR polarised light increases as sarcomerelength increases from 1.2 to 1.5�m, it peaksat sarcomere length 1.5�m, thendecreasesas sarcomere length increases to 3.5�m. Thus, if thereare no cold-shortened sarcomeres, thetransmission of polarisedNIR maybecorrelatedwithsarcomerelength (Fig. 10.3),andwith functionalproperties in meatprocessing.For example,NIR birefringenceis correlatedwith WHC andcooking lossesinprocessed turkey meat (r � 0.8 and r � ÿ 0.82, respectively; Swatland andBarbut 1995),anda probefor on-lineusehasbeendeveloped(Swatland,1996).

10.8 Connective tissue

Connectivetissues suchaselastin andType I collagen arenotorious sourcesofmeat toughness. Elastin is alwaysheat-stable, while Type I collagen may resistnormal cooking if it is highly cross-linked, as in beef from an old cow.Gelatinised collagen is important in meat processing. It may be desirable incertain products, suchaspork piesandcookedhams.However, in excess,whenit has beenaddedas a filler to a comminutedproduct, gelatin capsbecomeadefect.

10.8.1 CarcassmeasurementsBoth elastin and collagen, as well as heat-stablepyridinoline cross-links, areautofluorescent(Odetti et al., 1994).Whenilluminatedwith UV light at 370nm,

Fig. 10.3 With polarisedNIR transmittedthroughpork, rotationof the analyser(degrees)affectsthe correlationof transmittancewith sarcomerelength.

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theyfluoresceblue-white from about400to 550nm.Measurementsmadewith aUV fibre-optic probemay be correlated with sensory tendernessof beef (Fig.10.4;Swatlandet al., 1994). Themain problemis that connectivetissueis onlyonesourceof beeftoughness.The probemay be effective for sorting carcassesin a population whereconnective tissuetoughnessis dominant, but may fail ifsomeotherproblemsuchasshortsarcomerelength is dominant.

10.8.2 In meat processingConnective tissuelevels in groundbeef may be a problem if too many meatscrapswith a high content of tendon areworkedinto a product.The result maybe a gritty texture for hamburger, or excessivegelatin formation in a cookedproduct. Elastin derived from elastic ligaments has virtually the samefluorescenceemission spectrum asType I collagenfrom tendonandligaments.This enablesfluorescence emission ratiosto be usedto predict total connectivetissuelevels.

Under experimental conditions, collagen fluorescence in comminutedmixtures of chicken skin and muscle may be measuredthrougha quartz-glassrod with a window onto the product (Swatland and Barbut, 1991). Highproportionsof skin decreasethegel strengthof thecookedproduct(r � ÿ 0.99),causing high cooking losses (r � 0.99) and decreased WHC (r � ÿ 0.92).Fluorescenceintensity may be strongly correlatedwith skin content (r > 0.99from 460 to 510 nm) and, thus,may be strongly correlatedwith gel strength,cooking lossesand fluid-holding capacity (Fig. 10.5). Correlations would beweaker in a practical application, but still adequatefor feed-back control ofproduct composition.

Oneof theproblemsin calibration is pseudofluorescence – reflectanceof theupper edge of the excitation band-pass. This occurs because excitation and

Fig. 10.4 UV fluorescencetransectsthroughbeefsemitendinosuswith high sensorytoughness(line) and longissimusdorsi with low sensorytoughness(solid squares).

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emission maximaare fairly close, and the filters and dichroic mirrors usedtoseparate excitation from emission are not perfect. Thus, the standard usedtocalibratetheapparatusfor themeasurementof relativefluorescence shouldhavea similar reflectanceto meat.Cleanaluminium foil with a dull surfaceis a fairlyclose matchto meat.

10.9 Marbling and fat content

Marbling is composedof clumps of adipose cells, mostly located betweenbundlesof myofibres.It is notoriously diffi cult to measure objectively. Unlesselaborate precautions are taken using polarised light and spectrophotometricidentification, VIA may fail to separatemarbling from connectivetissueandglisteningspecular reflectance.Marbling distribution is anisotropic (becauseitfollows muscle fasciculi) and subjective grades may have a non-li nearrelationship to extractable lipid. Marbling may be detectedand distinguishedfrom connective tissueusinga multichannelprobe(Swatland, 2000),but thereislittle or no appli cation for meat processing. As increasing amounts ofsubcutaneousor intermuscularfat are comminutedtogether with lean muscle,reflectanceincreasesat all visible wavelengths until reaching the spectrum of100%adiposetissue(FrankeandSolberg, 1971).

10.9.1 Yellow and soft fatFactors in the animal’s diet causing yellowing of fat (from carotene) andsoftening (low-melting point fatty acids)arereadilydetectablewith a fibre-opticprobe(Swatland, 1988; Irie andSwatland,1992).

Fig. 10.5 Spectraldistributionof the t-statisticfor the correlationof fluorescenceemissionwith skin content(line), gel strength(solid squares)andcooking losses

(emptysquares)in mixturesof chickenbreastmeatandskin.

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10.10 Meat flavour

On-line testingof meataromaand,hence,flavour is possible (Linforth, 2000).Thetechnologyfor thedetection of volatiles continuesto develop (Dickinsonetal., 1996; White et al., 1996).Chemiluminescencemay be usedto assess theconditioning of beef (Yano et al., 1996a) and for meatspoilage (Yano et al.,1996b.Semiconductorgassensors also aresuitablefor useon meat(BerdagueandTalou, 1993)andmaybeusedto identify varioustypesof meat(Neelyetal.,2001)andwarmed-overflavour (Grigioni et al., 2000).

10.11 Boar taint

In North America, malepigs for meatproductionareusually castrated, despitedeleteriouseffectson rateof growthandfeedefficiency. The primary reasonistherisk of boartaint in thefat. This is anunpleasantodourthatoccurswhenthefat is heated.However, boartaint is only detectablein pork from youngmalesbya small percentageof consumers.Thus,the problemowes its notoriety to porkobtained from old boarsthat havebeenusedfor breeding, andit neednot be aproblemin intact youngmalesslaughteredat a relatively light weight.

A majorcauseof boartaint is theconcentrationof sexsteroidsin thefat, suchas 5�-androst-16-ene-3-one, commonly called androstenone. Androstenonesmellsstrongly of animalurine.Othertesticular steroidssmell like musk. Othercausesof boar taint include skatoleand indole, with a faecal odour producedfrom tryptophanin the gut.

Carcassesmay be testedsubjectively on-line using a hot iron. Objectivemethodsareavailablefor skatole andandrostenone.Both requirea sample to beremovedfrom the carcassfor analysis,but the methodsaresufficiently rapid tobe consideredcommercially (Andersenet al., 1993). On-line testing for boartaint may be possible usingthe Alabaster-UV semiconductor system (BerdagueandTalou, 1993).The sensoris mounted in a stainless-steelchamber with a UVsourceandgasesareexposed to a cycle of ozoneandthenflushedby air.

10.12 Emulsions

10.12.1 Electrical methodTheemulsifying capacityof meatmaybeevaluatedby progressivelyadding oilduring the formation of an experimental meat emulsion (Cunningham andFroning,1972).Initially, theoil is trappedin a stable meat emulsionbut furtheradditionof oil causestheemulsionto breakdown.Emulsionbreak-down maybedetected electrically (Webbet al., 1970).Electrodesarelocatedin an emulsionformedfrom salt-extractedmeat proteinsolution using a mixing propeller (Fig.10.6).

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10.12.2 Optical methodDuring emulsionformation, the reductionin particle size causedby choppinghaslittle opticaleffect.But theinclusionof air bubblesincreaseslight scattering,thusincreasing product paleness(Palombo et al., 1994).Scattering decreasesifbattersarestoredor if thereis a redistributionof air from smallto largerbubbles.Thesechangesmay be monitoredusing fibre-optics,asin the gelation of wheyproteins(Barbut,1996).

10.13 Measuring changesduring cooking

10.13.1 TemperatureMany off-the-shelfmethodsareavailable. Iron-constantan andchromel-alumelthermocouples are in common use. A thermocouple uses two dissimilarelectrical conductors to generate a thermoelectric voltage proportional to thetemperature difference between the two end junctions. Junctions may beexposed or covered, and/or grounded. Alternatively, a thermistoris a resistivecircuit component, usually a two-terminal semiconductor, whose resistancedecreasesas temperature increases. Another method is to use a Callendar’sthermometer(platinum RTD probe)with a thin film or wire of pureplatinum.This hasahigh resistanceandfacilitatesmeasuringthechangein resistancewithtemperature. Microwave cooking may be monitored with a temperature-sensitive fluorescent cap on a quartz optical fibre. Infra-red radiometerscalibratedasthermometers areavailablefor remotesensingof temperature.Thetime constantis thelength of time thatasensor takesto readthetrue temperatureof the sample. Heat conduction along wires to the sensor must be minimal.Signal transmitters may be requiredfor long wires.

Fig. 10.6 Impedancechangesduring the formationandbreakof an emulsionasoil isadded.

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10.13.2 Colour changesMeatwith anappreciablemyoglobin concentrationchangesfrom redto greyish-brown when cooked(PearsonandTauber, 1984).The brown pigments formedduring cooking include denatured globin nicotinamidehemichromes (Tappel,1957),denatured myoglobin (Bernofskyet al., 1959),Maillard reactionproducts(Pearsonet al., 1962), metmyochromogen(Tarladgis, 1962) and haematin di-imadazole complexes(Ledward,1974).Failureof meat to brown is a commoncommercial problem, particularly with the nicotinamide-denatured globinhaemachromesof cookedpoultry meat(Claus et al., 1994).

Cooking increasesreflectance at most wavelengths, but especially around560 nm (Fig. 10.7).Reductionbut not complete lossof myoglobinabsorbancearound 560 nm also occurs.Between0 and 40ºC there are small changes inreflectance around the Soretabsorbance bandfor myoglobin but, for practicalpurposes, the colour may be regardedas constant. Above 40ºC, however,reflectance starts to increase,peaking at 70ºC, and then decreasingas thetemperature is increased beyondthis.

For eachwavelength, the slopefor the changein reflectance per degreeoftemperature (�R/�t) is influencedby the magnitude of the initial reflectance.The slopeis high for reflectancepeaksandlow for valleys. This obscureswhatis really happening at different wavelengths. Correctionsmay be made bydividing the temperature slope (�R/�t) for each wavelength by the meanreflectance for eachwavelength at all temperatures. This may be called theadjusted temperaturecoefficient for eachwavelength andis useful in finding thetemperaturesat which majorchangesin colouroccur. Changesaround theSoretabsorbance bandareparticularly complex (Fig. 10.8).To seehow thesechangesaffectsubjectivecolourperception, chromaticity coordinatesmaybefoundfromspectrausing the weighted ordinate method.The resultsare not correct (forreasonsevident in Fig. 10.1)but maybequiterevealing.For example,Fig. 10.9,

Fig. 10.7 Progressivechangesin fibre-optic reflectanceaslambis cookedfrom 25º(a),to 50º (b), andto 80ºC(c).

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shows that cooking of lamb (as in Fig. 10.7), causesonly minor changes inchromaticity coordinatesx andy, but major changesin paleness(Y).

10.13.3 GelatinisationInitial heat-shrinkageof the endomysiumduring cookingcauses the expressionof fluid from the myofibre, while later gelatinisationof the perimysium createsthecharacteristic textureof cookedmeat.Lossof collagen birefringencemaybeusedto monitor the gelatinisationof collagen (Fig. 10.10).

Fig. 10.8 Adjustedtemperaturecoefficients400nm(a),430nm(b) and480nm(c) fromthe sameexperimentasFig. 10.7.

Fig. 10.9 CIE chromaticitycoordinatesx andy andpaleness(luminosity,Y) calculatedby the weightedordinatemethodfrom spectrasuchasthoseshownin Fig. 10.7.

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10.14 Conclusion

Thereare clearly manyways to obtain useful information for meat processingfrom on-line sensors, both in selectingcarcasses and in process control. Theready availability of software for multivariate analysisand neural networksmakesit very tempting to adopt a strictly empirical approach– measuring abatchof knownsamples,thendeveloping a prediction equation for on-line use.This maybeunreliableif thereis anychangein the interactionbetween sampleand apparatus, or in the natureof the samples evaluated. In the first category,simply moving the apparatus may necessitatea new prediction equation. In thesecond category, sampleswhose main variableis lipid content will not performin thesameway assamplesdominatedby pH-relatedproteinfunctionality. Theprice of a trustworthy sensor is knowing how it works. Only then can theprogrammer anticipatethe unexpected.

10.15 Sourcesof furth er information and advice

Furtherinformationonmeat sensorsmaybeobtained from Swatland(1995).Forthoseworking with fibre-optic sensors, many of the componentsand softwareconceptsarethesameasthose usedin microphotometry (Swatland,1998).MeatScienceis the obvious journal to watch for further developments.My own on-goingstudiesusually appear in FoodResearchInternational which originatesinCanada.

Fig. 10.10 Two extremesof gelatinisation– toughbeefperimysium(a) versusperimysiumfrom cookedturkey rolls with a crumbly texture(b). The optical path

differenceof birefringence(nm) is affectedby thethicknessof thesample(sodifferencesin absolutevalueof a versusb are irrelevant),but turkey sampleshowsearly

gelatinisationstartingat 60ºCwhereasthe beef is unchangeduntil muchhighertemperatures.

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DOWNEY G andBEAUCHENE D (1997),‘D iscrimination between freshandfrozen-then-thawed beefM longissimus dorsi by combinedvisible-near infraredreflectancespectroscopy’, Meat Sci, 45, 353–356.

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FORRESTJ C, MORGAN M T, BORGGAARD C, RASMUSSEN A J, JESPERSENB L andANDERSEN J R (2000), ‘Development of technology for the early postmortem prediction of water holding capacity and drip loss from freshpork’, Meat Sci, 55, 115–122.

FORTIN A andRAYMOND D P (1988), ‘The useof the electrical characteristics ofmuscle for the objective detection of PSE and DFD in pork carcassesundercommercialconditions’, CanInst Food SciTechnolJ, 21, 260–265.

FOX J B (1987), ‘The pigments of meat’ in Price J F and SchweigertB S TheScienceof Meat and Meat Products, pp 193–216Westport Connecticut:Food& Nutrition Press.

FRANKE W C and SOLBERG M (1971), ‘Quantitative determination ofmetmyoglobin and total pigment in an intact meat sample usingreflectancespectrophotometry’, J Food Sci, 36, 515–519.

GARIEPY C, JONESSD M, TONGA K W andRODRIGUEN (1994), ‘Assessmentof theColormet fiber optic probefor the evaluation of dark cutting beef’, FoodResInternat, 27, 1–6.

GIELEN F L H, CRUTS H E P, ALBERS B A, BOON K L, WALLIN GA-DE-JONGE W andBOOM H B K (1986), ‘Model of electrical conductivity of skeletal musclebasedon tissuestructure’, Med Biol Eng Comput, 24, 34–40.

GRIGIONI G M, MARGARIA C A, PENSELN A, SANCHEZG andVAUDAGNA SR (2000),‘Warmed-over flavour analysis in low temperature– long time processedmeatby an electronic nose’,Meat Sci, 56, 221–228.

HAMM R (1960), ‘Biochemistryof meathydration’, AdvFood Res, 10,355–436.IRIE M and SWATLAND H J (1992), ‘Assessment of porcine fat quality by fiber-

optic spectrophotometer’, Asian-Austral J Anim Sci, 5, 753–756.ISAKSSONT, NILSEN B N, TØGERSENG, HAMMOND P R and HILDRUM K I (1996),

‘On-line, proximate analysis of ground beef directly at a meat grinderoutlet’, Meat Sci, 43, 245–253.

JAUD D, WEISSE K, GEHLEN K-H and FISCHER A (1992), ‘pH and conductivity.Comparativemeasurementson pig carcases andtheir relationships to driploss’, Fleischwirts, 72, 1416–1418.

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JEREMIAHL E andPHILLIPSD M (2000),‘Evaluationof aprobefor predicting beeftenderness’,Meat Sci, 55, 493–502.

KAPANY N S (1967), Fiber Optics, Principles and Applications, New York:Academic Press.

KLEIBEL A, PFUTZNER H and KRAUSE E (1983), ‘Measurementof dielectric lossfactor. A routine methodof recognizing PSEmuscle’, Fleischwirts, 63,1183–1185.

LEDWARD D A (1974), ‘On thenatureof thehaematin-protein bondingin cookedmeat’, J Food Technol, 9, 59–68.

LEE S,NORMAN J M, GUNASEKARAN S,VAN LAACK R L J M, KIM B C andKAUFFMAN

R G (2000), ‘Use of electrical conductivity to predict water-holdingcapacity in post-rigor pork’, Meat Sci, 55, 385–389.

LINFORTH R S T (2000), ‘Developmentsin instrumental techniques for foodflavour evaluation’, J. Sci Food Agric, 80, 2044–2048.

LU J, TAN J, SHATADAL P andGERRARDD E (2000), ‘Evaluation of pork color byusing computervision’, Meat Sci, 56, 57–60.

MACDOUGALL D B and JONES S J (1980), ‘Use of a fibre optic probe forsegregatingpale soft exudative anddark firm dry carcasses’, J Sci FoodAgric, 31, 1371.

MARCHELLO M J and SLANGER W D (1992), ‘Use of bioelectrical impedancetopredict leannessof bostonbutts’, J Anim Sci, 70, 3443–3450.

MORTON R A (1975),BiochemicalSpectroscopy, Adam Hilger, Bristol.NEELY K, TAYLOR C, PROSSERO andHAMLYN P F (2001), ‘Assessmentof cooked

alpacaandllama meatsfrom thestatistical analysisof datacollectedusingan electronicnose’,Meat Sci, 58, 53–58.

NORRISK H (1984), ‘Reflectancespectroscopy’in StewarkK K andWhitakerJRModern Methodsof Food Analysis,AVI, Westport, Connecticut.

OFFER G, KNIGHT P, JEACOCKE R, ALMOND R, COUSINS T, ELSEY J, PARSONS N,

SHARP A, STARR R and PURSLOW P (1989), ‘The structural basisof thewater-holding appearance and toughnessof meat and meat products’,Food Microstruct, 8, 151–170.

ODETTI P, PRONZATOM A, NOBERASCO G, COSSOL, TRAVERSON, COTTALASSOD

andMARINARI U M (1994),‘Relationships between glycationandoxidationrelatedfluorescencesin rat collagen duringageing.An in vivo andin vitrostudy’, Lab Invest, 70, 61–67.

PALOMBO R, VAN ROONP S,PRINSA, KOOLMEESP A andKROL B (1994), ‘Changesin lightnessof porcineleanmeatbatters during processing’, MeatSci, 38,453–476.

PEARSON A M and TAUBER F W (1984), Processed Meats, AVI, WestportConnecticut.

PEARSONA M, HARRINGTONG, WESTR G andSPOONERM E (1962), ‘The browningproduced by heating fresh pork. I. The relation of browning intensity tochemical constituents andpH’, J Food Sci, 27, 177–181.

PFUTZNER H and FIALIK E (1982), ‘A new electrophysiological methodfor therapiddetectionof exudative porcinemuscle’, Zbl VetmedA, 29, 637–645.

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RAY G B and PAFF G H (1930), ‘A spectrophotometric study of musclehemoglobin’, Am J Physiol, 94, 521–528.

ROME E (1967), ‘Light and x-ray diffraction studies of the filament lattice ofglycerol-extractedrabbit psoasmuscle’, J Mol Biol, 27, 591–602.

ROWAN A N andBATE SMITH E C (1939),‘Changesin the electricalresistance ofmuscleassociated with the onsetof rigor mortis’, Ann Rep Food InvestBoard,London, 11–15.

SALE P (1972),‘A ppareil de detectiondesviandesdecongeele´espar mesuredeconductanceelectrique’, Bull Inst Internat Froid, Suppl, 2, 265–275.

SCHMITTEN F, SCHEPERSK-H, JUNGST H, REUL U and FESTERLING A (1984),‘Fleischqualitat beim Schweine. Untersuchungenzu deren Erfassung’,Fleischwirts, 64, 1238–1242.

SEIDLER D, BARTNICK E andNOWAK B (1987), ‘PSE detection using a modifiedMS Tester compared with other measurementsof meat quality on theslaughterline’, in Tarrant P V, Eikelenboom G andMonin G, Evaluationand Control of Meat Quality in Pigs, pp 175–190,Martinus Nijhof,Dordrecht, Netherlands.

SWANTEK P M, CRENSHAW J D, MARCHELLO M J and LUKASKI H C (1992),‘Bioelectrical impedance: a nondestructive methodto determine fat-freemassof live market swineandpork carcasses’, J Anim Sci, 70, 169–177.

SWATLAND H J (1988), ‘Carotene reflectance and the yellowness of bovineadiposetissuemeasuredwith a portablefibre-optic spectrophotometer’,JSci Food Agric, 46, 195–200.

SWATLAND H J (1995), On-lineEvaluation of Meat, Technomic Press, Lancaster,Pennsylvania.

SWATLAND H J (1996), ‘Effect of stretching pre-rigor muscle on the back-scatteringof polarized near-infrared’, Food ResInternat, 29, 445–449.

SWATLAND H J (1998), ComputerOperation for MicroscopePhotometry, CRCPress,BocaRaton, Florida.

SWATLAND H J (2000),‘Connective andadiposetissuedetection by simultaneousfluorescence and reflectancemeasurementswith an on-line meat probe’,Food ResInternat, 32, 749–757.

SWATLAND H J and BARBUT S (1990), ‘Fibre-optic spectrophotometry forpredicting lipid content, pH and processing loss of comminuted meatslurry. Internat J Food Sci Technol, 25, 519–526.

SWATLAND H J and BARBUT S (1991), ‘Fluorimetry via a quartz-glassrod forpredicting the skin contentandprocessingcharacteristics of poultry meatslurry’, Internat J Food Sci Technol, 26, 373–380.

SWATLAND H J and BARBUT S (1995), ‘Optical prediction of processingcharacteristics of turkey meat using UV fluorescence and NIRbirefringence’,Food ResInternat, 28, 325–330.

SWATLAND H J and DUTSON T R (1984), ‘Postmortem changes in someoptical,electrical and biochemical properties of electrically stimulated beefcarcasses’, Can J Anim Sci, 64, 45–51.

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probe measurementsof connective tissue in beef correlated with tastepanelscoresfor chewiness’,Food ResInternat, 28, 23–30.

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YANO Y, MIYAGUCHI N, WATANAB E M, NAKAMURA T, YOUDOU T, MIYAI J,NUMATA

M andASANO Y (1996a), ‘Monitoring of beefageing usinga two-line flowinjection analysis biosensor consisting of putrescine and xanthineelectrodes’,Food ResInternat, 28, 611–617.

YANO Y, YOKOYAMA K and KARUBE I (1996b), ‘Evaluation of meat spoilageusing a chemiluminescence-flow injection analysis system based onimmobilized putrescine oxidase and a photodiode’, Lebens WissensTechnol, 29, 498–502.

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11.1 Introduction

This chapter describes the main microbiological hazards associated with meatand meat products. Meat is associated with a variety of pathogenicmicroorganisms some of which we are relatively familiar with. Worryingly,the past two decades has seen the emergence of ‘new’ microbial agents capableof causing disease. These recent developments and the continued increase in thenumber of cases of foodborne illness have resulted in widespread concern forconsumer safety. Many of the recently emerging foodborne pathogens areassociated with meat from poultry, cattle and other animals, and they do notnecessarily cause overt signs of illness in these animals. The appearance of thesepathogens is, generally speaking, a global trend and is not restricted to particulargeographic locations. The reasons for their emergence and spread are poorlyunderstood and it is suspected that the shift to a global economy, internationaltrade, and changes in the livestock industry may have contributed to these recentdevelopments. No doubt, some of this is also due to improved surveillance,reporting and methods of detection.

The first principle of HACCP (conducting a hazard analysis) includesdetermination of the food safety hazards likely to occur and these may comefrom a variety of different sources. The list of hazards associated with meat andmeat products includes protozoal parasites, helminths, arthropods, viruses,prions and bacteria, arguably the most important of these categories. Manybacteria are common inhabitants of animal intestines and their presence may betransient or long term. In addition to livestock being a source of infection,through internal carriage or hide contamination, pathogens may be introduced atany point in slaughter, processing, packaging, distribution and preparation of

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food.Thebacteriaandmainprotozoal parasitesconsideredto behazardsin meatandmeatproducts arediscussed.

Understandingthe origin of thesedifferent pathogensand their fate duringprocessingis essentialfor control of thehazardsandmanagingtherisk posedbytheir presence. The analytical methodsusedto detectthe presenceof many ofthese pathogenshave advanced significantly in recentyears.Theseimprove-ments in detection and characterisation methodologies now allow for thetrackingof differentpathogensthroughprocessing,enabling identificationof theorigin of these agents.Thesedevelopments alsoallow links to bemadebetweenapparently unrelated (e.g.sporadic) cases.The specificmethodologiesusedforenumerationand detectionof particular pathogensare not within the scopeofthischapter,but thegeneralapproachesandrecent advanceswill bediscussed.Anumber of futuretrends li kely to impacton thehazardsassociatedwith meatandmeat products arealsodiscussedin this chapter. Geneticevolution will continueto contribute to the appearance of new pathotypesor pathovars of microorgan-ismsandthis will result in pathogensthat possessnew combinations of knownandunknown virulencefactors.

11.2 The main hazards

11.2.1 SalmonellaeThe genusSalmonella is subdivided into over 2000serotypes or serovars, basedonuniqueantigenic structure. Furthersubdivision is possible through phage-andbiotyping. Salmonellae are primarily intestinal parasitesof humansand manyanimals, including rodents,wild birds and domestic animals. Recently, thenomenclatureof salmonellaehasbeenrevisedsincemoderntaxonomic methodssuggested that all serotypes of Salmonella probably belonged to one DNA-hybridisation group. S. enterica was originally subdivided into seven sub-groups, S. enterica subspp. enterica, salamae, arizonae, diarizonae, houtenae,bongori and indica. S.enterica subsppbongori has since been elevated tospecieslevel. Only serotypesof subsp.enterica arestill named(e.g.S.entericasubsp. enterica serotype Typhimurium or S. Typhimurium or simplyTyphimurium) indicating that the named serotype is a member of subsp.enterica.

Although many salmonellae are potentially pathogenic in animals, theresponseto infectionby thesameserotypein differentanimalsmaybedifferent.Althougha largenumber of serotypeshavebeenidentified, lessthan10%havebeenisolatedfrom manandotheranimals. Salmonellaearemost often isolatedfrom cattle andpoultry. Serotypesareclassifiedaseitherhost-adaptedor non-host-adapted, depending on their host range and the majority show no hostspecificity. Host adaptedserotypesrarely causediseasein otherhosts.S.Dublinis traditionally host adaptedto cattlebut in some casehasshowna tendencytospreadto swineandwasoriginally isolatedfrom achild. Thisserotypecancausesevere disease(septicaemia, osteomyelitis,andmeningitis) in someindividuals.

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Salmonellosis in animalsGenerally speaking, younganimals are more susceptible to salmonellosis thanolder ones.There are a numberof factors that predispose animalsto clinicalsalmonellosis and these include poor sanitation, overcrowding, parturition,transportation and concurrent infections with other pathogens(e.g. parasites,viruses, etc).Many animals,particularly swineandpoultry arefed contaminatedfeed without developing any apparent clinical symptoms.Feed is usuallycontaminated through meat and bone meal, fish meal or soybeanmeal withorganisms entering these materials during or after processing. Wild birds androdents alsoprovide a sourceof contamination from faecescontaminating feedor buildings,andother possible sourcesincludecontaminatedpoultry litter andwatercourses.

Salmonellosis in cattleusually begins asan entericinfection, commencingwith colonisation of theintestineandinvasionof theintestinalepithelium.Thiscanbe followed by septicaemia, abortion,meningitis, pneumonia or arthritis,afterentryinto thebloodstream. Thetwo most importantserotypesin cattleareS.Typhimurium and S.Dublin. Typhimurium is foundworldwide andDublinis found mainly in Europe, westernUS andSouthAfrica. Antibiotic resistantstrains of Dublin are now spreadingto the north-eastern US.1 Persistentlysheddingcarrier animalsare thought to be the primary reservoirof Dublin,with most infections occurring when animalsare on pasture.Unlike Dublin,diseasecausedby Typhimurium is usually self-limiting, since persistentsheddersarenot thenorm. Typhimurium is knownfor primarily enteric diseasestateswhereasDublin causesprimarily septicaemia. Themostimportant modeof transmissionfor Typhimurium is thefaecal-oral route.Both serotypescauseseriousdiseasewith mortality rates sometimes as high as 50–75%. Otherserotypesthat have causedinfection in cattle include Anatum, Montevideo,Newport andSaint-paul.

In sheep, serotypes associated with diseaseinclude Abortus ovis, Dublin,MontevideoandTyphimurium. Infection in flocks resultsfrom introduction ofinfectedsheepand ingestion of the organism.Dublin and Typhimurium causeenteritis,septicaemiaandabortion, similar to the conditionsobserved in cattle.For sheepand goats, Typhimurium infection can come from a variety ofenvironmentalandanimalsourceswhereas cattlearetheusualsource of Dublin.

The serotypes most frequently associated with disease in pigs areCholeraesuis and Typhimurium and other serotypes that can causediseaseinsusceptible animalsincludeAnatum, Derby,Heidelberg, NewportandPanama.Choleraesuis causesparatyphoid, Dublin causes enteritis andmeningoencepha-litis and Typhimurium and other serotypes causeenteritis and septicaemia.Heidelberg canalsoproduceseverecatarrhalenterocolitis.

In poultry, serotypes causing disease include Agona, Bareilly, Hadar,Oranienburg,Typhimurium, Gallinarum and Pullorum. The last two of thesecausefowl typhoid and bacillary white diarrhoea. Pullorum is now rarelyisolatedin theUnitedStatesandnorthern Europe,dueto successful eradicationprogrammes,but is of increasingimportance in Latin America, theMiddle East,

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the Pacific Rim, Africa and some partsof southern Europe. The incidence ofGallinarum has also beenreduced due to changes in husbandry and througheradication of Pullorum, with which it sharescommon antigens. In the areaswhere Pullorum has been eradicated, Typhimurium is often found, causingparatyphoid. Typical conditions of paratyphoid in poultry include enteritis,diarrhoeaandsepticaemia.

During 1985/1986,S.Enteritidis PT4emerged asa ‘new’ problemin poultryin Europe. In 1993,thefirst outbreakof PT4occurredin theUS,andthenumberof isolations from eggsandthe farm environmentof laying flocks suggests thateggshavehada majorcontribution to thedramaticincrease in associatedhumanillness.Enteritidis is aninvasiveserotypeandhasachievedprominencebecauseof its association with poultry eggs.Although eggshavebeenrecognisedasasourceof infectionfor Typhimurium,theincidenceof foodpoisoningcasesfromthis sourcehasalwaysthought to havebeenlow.

S. Typhimurium DT104 has recently emerged in cattle populations inparticular parts of the world and causes severediarrhoea, with an associatedmortality rate of 50–60%. Long-term carriage(up to 18 monthsfollowing anoutbreak)hasbeenobserved in manyspeciesincluding cattle.2

Salmonellosisin manNon-typhoidal Salmonella spp.are one of the most commonly reported food-bornepathogensin industrialisedcountries.Symptoms of humansalmonellosisinclude nausea,vomiting, diarrhoea,abdominal crampsand fever, with illnesslasting for 3–12 days.3 Associated clinical conditions also include reactivearthritis, Reiterssyndrome, septicarthritis andsepticaemia.

Certain serotypes are being increasingly reported as the cause ofsalmonellosis. In 1989, Typhimurium, Enteritidis, Heidelberg, Hadar andAgona accounted for 57.9% of all serotypes isolated from human infectionsand accounted for 46.5% of isolations obtainedfrom poultry, in the US. Oneserotype that hasincreasedsignificantly in recentyears is S.Enteritidis. Before1990,Typhimurium wasthemost commoncauseof reported salmonellosisin anumber of geographic regions. In 1990, this serotype was overtaken byEnteritidis and is now a major cause of human food poisoning in manycountries.4 In recent years in the UK and westernEurope, the predominantphagetype responsible for egg-bornesalmonellosis is PT4 whereasin the US,although there is no predominant phage type associated with egg-borneinfection, PT8 and PT13aare the most commonly isolatedphagetypes.5 Theemergenceof other phagetypes,suchasPT6 in the UK, continuesto occur, asdoesthe emergence of other typessuchas S. Typhimurium DT104, which isnow appearing in Europe, north Americaandelsewhere.6 Themain reservoir ofthis pathogen,which often exhibits resistance to multiple antibiotics, is thoughtto be cattle, but therearereports of increasing incidence in poultry, sheep,pigsandgoats.This is in contrast to S. Enteritidis, which is mainly associatedwitheggsandpoultry. The invasivenessof DT104 in humansdoesnot appear to beanydifferentto othersalmonellae,butanincreasein occurrenceof severeillness

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has been reported, with higher proportions of those infected requiringhospitalisation.

11.2.2 Escherichia coliLike salmonellae, theprimary habitat of E. coli is theintestinaltractof manandotherwarm-bloodedanimals.Many E. coli arecommensalorganismsandcauseno harmbut there aresome typesthat arepathogenicto manandotheranimalsandthese arenot regardedaspartof thenormalflora of thehuman intestine. E.coli is also commonly found in externalenvironments(e.g.soil andwater)thathavebeenaffectedby humanandanimalactivity. E. coli is divided into morethan170serogroupsbasedon thesomatic(O) antigens,andover50 flagellar (H)and 100 capsular (K) antigens allow further subdivi sion into serotypes.Serogrouping and serotyping are used with biotyping, phage typing andenterotoxin production to distinguishstrains able to causeinfectious diseaseinmanandanimals.

Therearemany typesof diseasecaused by E. coli andthesedependon thevirulence factors present. The known virulence factors include adhesins andcolonisation mechanisms, haemolysin, ability to invade epithelial cells andproduction of a number of toxins including heatlabile enterotoxins,heatstableenterotoxins, cytotoxic necrotising factors andverocytotoxins(or Shigatoxins,Stx1 and 2). The adhesionand colonisation factors include fimbrae, haema-glutinnins and specific adhesins suchas the F4 (K88) antigen. The encodinggenesof theseand other virulence factors may be carried on transmissibleplasmidsor on the chromosome. Thereare currently six recognised virulencegroups comprising enteropathogenic E. coli (EPEC), enterotoxigenic E. coli(ETEC), enteroinvasiveE. coli (EIEC), verotoxigenic E. coli (VTEC or Shiga-like toxin producing E. coli or SLTEC, which include enterohaemorrhagicE. coli or EHEC), enteroaggregativeE. coli (EAggEC) anddiffuselyadherentE.coli (DAEC).

Disease in animalsE. coli infectionsoccurfrequently in manyfarm animals, includingpoultry.7,8 Inyoungeranimals,there areprincipally two typesof diseasewhich aresystematiccolibacillosis, causedby a range of O-serogroupsand enteric colibacillosis,causedby a few host-specific enteropathogenic strains.In olderanimals, a thirdgroupof diseases,causedby a numberof O-serogroups,causesmastitis in cowsand sows.Other, sporadic infections, suchasurinary tract infections,can alsooccur.

Enteric colibacillosis involves oral infection, followed by site specificadhesion to intestinal mucosa,allowing colonisationandreleaseof toxins,whichcausesdamageto intestinal cells or other organs. Colibacillary diarrhoeais anacutediseaseandoccurs mostfrequentlyin calves,lambsandpiglets,soonafterbirth andis mainly caused by ETEC.TheOK groupsin calvesandlambstendtobe thesame,whilst theOK groupsassociatedwith pigsarerarely isolatedfrom

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other species. In cattle, commonserotypesinclude O8, O9 andO101. In pigs,the most common serotypeis O149 and other commonly isolated serotypesincludeO8, O138, O147andO157.Thereappears to havebeenlittle changeinthe serotypesthat causecolibacillary diarrhoea or their virulence factors, inrecent years. Other forms of entericcolibacillosis arecolibacillary toxaemia inpigs, associated with a few serotypes that causeshock in weanersydrome,haemorrhagic colitis andoedema disease.Theseformsof diseasearethoughttorelate to production of enterotoxin, endotoxin or a neurotoxin.

Systemic colibacillosis is causedby invasive strains and involves theirsurvival and multiplication in extra-intestinal sites.This occurs frequently incalves, lamb and poultry, but not in pigs, and develops by passageof E. colifrom the alimentaryor respiratory mucosato the bloodstream.From there,alocalised infection, such as meningitis or arthritis in calves and lambs or airsacculitis andpericarditis in poultry, or a generalisedinfection(colisepticaemia)can develop. O78 and O2 are commonly isolated from poultry, and theseserotypesarerarelyobservedin human isolates.Strainscausingcolibacillosis incalvesbelongto relatively few serotypessuchasO15:K,O35:K,O137:K79,andO78:K80.The lastof theseis themostfrequently isolatedandis alsoassociatedwith similar conditionsin lambsandpoultry.

Bovine mastitisis still an important diseaseandcanrangefrom mild forms,which causeclots, milk discolorationandudderswelling, to severe illness thatcanresult in deathof the affectedanimal.Mastitis is caused by a largenumberof serotypes that are not easily distinguishedfrom strains in normal faeces.Endotoxinandnecrotising cytotoxin arethought to play significant rolesin thisdisease.

It is generally thought that VTEC do not causeovert diseasein animals,butthereis increasingevidenceof illnesscaused by someVTEC in neonatal calvesandolderanimals.9,10Bovine VTEC strainssharemany of thevirulencemarkerswith VTEC strains causing infection in man, but in Germany, the intimin-positive strains(thosestrainscausingattaching andeffacinglesions,encoded bythe eaegene)arethought to be restrictedto the stx1 genotype, only capable ofproducing Stx1. In Brazil, however, a recentstudyhasshownthat 60% of theVTEC strainsisolatedfrom cattlepossessbothstx1 andstx2. SerogroupsO5 andO118aremainly associatedwith diseasein calves,serogroupsO26, O103andO111causediseasein calvesandhumans,but O157is generally considered tobe carriedby healthyanimalsandonly associatedwith diseasein humans.

Disease in manWorldwide,the importanceof diarrhoealandother diseasescausedby E. coliis immense,particularly in children in developing countries. In developedcountries, the incidence of foodborne illness associated with E. coli is alsosignificant andappears to be increasing. More worryingly, recentyears haveseen the emergence of particularly virulent E. coli, suchasE. coli O157:H7(the predominant VTEC serotype), that are able to causeserious illness inman, with low infectious doses, e.g. fewer than 100 cells. The severity of

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disease caused by VTEC can vary from asymptomatic carriage tohaemorrhagic colitis (HC), to life-threatening conditions suchashaemolyticuraemic syndrome (HUS) in children and thrombotic thrombocytopaenicpurpura(TTP) in adults.HUS is themostcommon causeof acuterenalfailurein children. For the other pathotypesof E. coli, suchas EPEC,ETEC andEIEC, clinical studies suggest that more than 105 EPEC are necessary toproduce diarrhoea,108 ETEC are necessaryfor infection and diarrhoeaand108 EIEC are required to producediarrhoeal symptoms in healthy adults.EPECcausea bloody diarrhoeain infants(commonly referredto asinfantilediarrhoea),which in somecases maybeprolonged;ETEC causeself-limitingdiarrhoea,vomiting andfever, andtravellers’ diarrhoea;EIEC causeshigella-like dysentery;EAggECcausepersistent diarrhoeain children, particularly indeveloping countries; andDAEC causechildhood diarrhoea.

EventhoughtherearemanyE. coli responsiblefor diseasein animals,mostof the E. coli pathogenic in man are not the same as those causingillness inanimals.Indeed,the principal reservoir for many humanpathogenic E. coli isbelieved to be man. However, this is not true of VTEC, including E. coliO157:H7, where the main reservoirs are thought to be cattle and otherruminants.11 Dairy cattle, particularly young animalswithin herds,havebeenidentified asa reservoirof E. coli O157:H7 andother VTEC, andthis serotypehasalso beenisolatedfrom otherruminantssuchassheepandgoats.Hencerawfoodsof bovineor ovineorigin arelikely to bevehiclesof E. coli O157:H7 andother VTEC through faecal contamination during slaughter or milkingprocedures. In one survey,four per cent of cattle were contaminatedprior toslaughter, andafter processing,30%of the carcasseswerecontaminated.12 Themost frequently implicated vehicle of infection for E. coli O157:H7 isundercookedgroundbeef. Surveys of raw meatsfor sale haverevealed E. coliO157:H7 in 2–4% of ground beef, 1.5% of pork and poultry, and 2% oflamb.13,14 Other studies suggest contamination rates for VTEC in somerawfoodsof between 16 and40%.The incidenceof E. coli O157:H7-relatedillnessis worldwide.

Humaninfectionswith VTEC O157:H7areundernationwide surveillance ina numberof countries, but detection of other non-O157VTEC types is moredifficul t andperformedonly by specialist laboratories.Humansarelikely to bemore exposed to non-O157VTEC becausethesestrains aremore prevalentinanimals and as contaminants in foods. The growing number of non-O157serogroups associatedwith human diseasenow includeO26,O103, O111, O118and O145.15 It is thought that both horizontal gene transfer and intrageniccombination are important for evolution of VTEC. Particular regionsof theglobeshowpatterns of emergencethat appear to be unique, e.g.20–25%of E.coli O157 isolates in Germanyare sorbitol +ve. The most commonnon-O157serotypes in GermanyareO26:Hÿ, O103:Hÿ, O111:Hÿ andO145. In Italy, theHUS casescaused by O26 strainsnow outnumber thosecausedby O157:H7.Studiesin animalsdemonstratethatsomeof these serogroups, suchasO118,arealsoprevalent in farm animals, andarea likely reservoir.

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Humanpathogenicstrainsof VTEC vary in their ability to causeillness,andthis depends on virulence attributes and other unknown factors.16 PathogenicVTEC O26, O103and O111 belongto their own lineagesand possessuniqueprofiles of virulencedeterminantsthataredifferent from thevirulenceprofile ofE. coli O157:H7, which is said to contain a more complete repertoire ofvirulence traits. This may explain why E. coli O157:H7 is the predominantVTEC serotype.

One of the problemsthat is becoming increasingly recognised is that theterminologyusedto describe diarrhoeagenic E. coli is complex andby no meansdefinitive. Since it was first recognisedthat E. coli could causediarrhoea, anarray of virulencefactors havebeendiscoveredanda number of categoriesofdiarrhoeagenic E. coli havebeenproposed,generally basedon the presenceofnon-overlappingvirulencefactors.However,EPECstrainsandEHECstrainsareoften regroupedunder the nameof attaching/effacing E. coli (AEEC) on thebasis of the ability to produce commonattaching and effacing lesionsin theirhosts.

Therearealreadya number of documentedstudiesdescribing isolatesthatdonot fit neatly into any of the recognisedcategories of diarrhoeagenic E. coli.This should not besurprising consideringthat thevirulencefactors areencodedon ‘pathogenicity islands’ , bacteriophage, transposons and transmissibleplasmids. Some of theseelements havealso beenfound in other members oftheEnterobacteriaceae. Therefore,we shouldanticipate that therewill beothercombinationsof known and currently unknown virulencefactorsappearing inthe group of organisms we currently call E. coli, and other members of theEnterobacteriaceae.

11.2.3 Campylobacter jejuniC. jejuni wasnot recognisedasa causeof humanillnessuntil the late1970sbutis now regardedas the leading cause of bacterial foodborne infection indevelopedcountries.17 It is oneof 20 speciesandsub-specieswithin the genusCampylobacter and family Campylobacteriaceae, which also includes fourspecies in the genusArcobacter. Despitethe huge number of C. jejuni casescurrently being reported, the organism does not generally trigger the samedegree of concern asE. coli or salmonellae, sinceit rarely causes deathand israrely associatedwith newsworthy outbreaks of food poisoning. It is amongthemost common causes of sporadic bacterial foodborne illness. C. jejuni isassociatedwith warm-bloodedanimals,but unlike salmonellaeandE. coli doesnot survive well outside the host. C. jejuni is susceptible to environmentalconditions and does not survive well in food and is, therefore, fortunatelyrelatively easyto control. Food associated illness usually results from eatingfoods that are re-contaminatedafter cooking or eating foods of animal originthat are raw or inadequately cooked. The organism is part of the normalintestinal flora of a wide variety of wild anddomestic animals,andhasa highlevel of association with poultry.18 The virulenceof the organism, assuggested

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by the relatively low infectious doseof a few hundred cells andits widespreadprevalencein animals,areimportantfeatureswhich explainwhy this relativelysensitive organismis a leadingcauseof gastroenteritis in man.

Campylobacteriosis in animalsC. jejuni is a commensalorganismof the intestinal tract of a wide variety ofanimals.19 In cattle, younganimals aremore oftencolonisedthanolderanimals,and feedlot cattle are more likely to be carriers than grazing animals.Colonisation of dairy herdshas beenassociated with drinking unchlorinatedwater.Day-old chickscanbe colonised with asfew as35 organisms,andmostchickensin commercial operations are colonised by four weeks. Reservoirsinthe poultry environmentincludeinsects,unchlorinateddrinking waterandfarmworkers, but probably not feeds, since theseare thought to be too dry forsurvival of campylobacters. It hasbeenproposedthat C. jejuni is a causeofwinter dysentery in calvesandolder cattle,andexperimentally infected calveshave shown some clinical signs of diseasesuch as diarrhoeaand sporadicdysentery. Nevertheless,the aetiologyof naturally occurring diseasein animalsremainsunconfirmed. C. jejuni is, however,a known causeof bovinemastitis,and the organisms associatedwith this condition have beenshown to causegastroenteritis in personsconsuming unpasteurisedmilk from affectedanimals.Othercampylobacters,suchasC. fetus, areknown to causeabortionsin sheepandcattle andsomestrainsof C. sputorumareknown to causeporcineintestinaladenomatosis and regional ileitis in pigs, but theseappearto be host-specificdiseases.

Campylobacteriosis in manC. jejuni and C. coli are the most common campylobacters associatedwithdiarrhoeal diseasein man and are clinically indistinguishable. Also, mostlaboratories do not attempt to distinguish between the two organisms.It isthought thatC. coli constitute 5–10%of cases reported ascausedby C. jejuni inthe US. Campylobacteriosis in man is usually characterisedby an acute,self-limit ing enterocolitis, lasting up to a week. A small proportion (5–10%) ofaffectedindividuals suffer relapses.Symptomsof diseaseoften include fever,abdominal pain anddiarrhoea,which may be inflammatory, with slimy/bloodystools,or non-inflammatory,with watery stoolsandabsenceof blood. Reactivearthritis andbacteraemiaarerarecomplicationsandinfection is also associatedwith Guillain-Barre syndrome, an autoimmune peripheralneuropathy causinglimb weakness. This condition is thought to be associated with particularserotypes (e.g.O:19, O:4 andO:1) capable of producing structuresthat mimicganglioside motor neurons. Thereare a number of pathogenicity determinantsthat havebeensuggested for C. jejuni, including motility, adherence,invasionandtoxin production, but little is known aboutthemechanismcausingdiseaseinman.

There is considerable evidence that poultry is the main vehicle fortransmitting Campylobacter enteritis in man.Poultry typically haspopulations

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of 104–108 C. jejuni per gram of intestinal content and more than 75% ofchickens and turkey often carry the organism in their intestinal tract. It isestimatedthat 30% of retail poultry is contaminatedwith C. jejuni at levelsof102–104 per gram. Also, serotypesassociated with poultry are also frequentlyassociatedwith illnessin humans.

Prior to 1991, Arcobacter butzleri and A. cryaerophilus were known asaerotolerant Campylobacter. These organisms have been associated withabortions and enteritis in animalsand enteritis in man.Although both speciesareknown to causediseasein man,most humanisolatescomefrom thespeciesA. butzleri. Thereis very little knownabouttheepidemiology,pathogenesis andreal clinical significanceof Arcobacters,but it is thought that consumption ofcontaminatedfood mayplay a role in transmissionof this groupof organismstoman. Although Arcobacters have never been associated with outbreaks offoodborne illness, they have been isolated from domestic animals, poultry,groundpork andwater.

11.2.4 Yersinia enterocoliticaSurveillance datasuggestthat Yersinia enterocolitica is an increasingcauseofgastroenteritisin man in Europeand the US.20 The main causeof yersiniosisduring the 1970sand 1980swas thought to be milk and the main serotypeassociatedwith diseasewasO:8. Sincethen,O:3 hasbecomethe predominantserotype in developedcountries.The main reservoir of this serotypeandotherimportant serotypes, such as O:9, is pigs and consumption of pork is animportant risk factor for infection. Y. enterocolitica is a component of theintestinal flora of redmeatanimals,particularly pigs. Poultry is known to carrysignificant levelsof yersinias.Although meatandmeatproductsfrom goatsandsheephaveneverbeenimplicated in outbreaks of foodborne yersiniosis, smallruminantscanharbour the pathogen.

Y. enterocolitica causesgastroenteritis in manandcanalso causepersistentarthritis. Infection doesnot, however, alwaysresult in diarrhoea.Yersiniosis isusually characterised by abdominal pain, accompaniedby fever, with or withoutdiarrhoea. Because of its ability to multiply at refrigeration temperatures, Y.enterocolitica is of specialinterest to particular areasof thefood industry. Thereis relatively little known aboutthe mechanisms of pathogenicity but the genesfor invasion of mammaliancells lie on thechromosomeandall theother knownpathogenicity determinantsare found on a plasmid. The other member of thisgenusthatcancausegastroenteritis is Y.pseudotuberculosisandlargeoutbreaksof gastroenteritis causedby this organism havebeenreported in Japan. Diseaseassociated with Y. pseudotuberculosis resembles typhoid and is often fatal. Y.enterocolitica is not known to causediseasein animals.Y. pseudotuberculosis israrely associated with infections in cattle and sheep, with those in cattlemanifesting aspneumonia or abortion.

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11.2.5 StaphylococcusaureusMeat or meat productsare not thought to be a major sourceof S. aureusinfectionin maneventhoughS.aureusis animportantpathogenin animals.Theprinciple sourceof transmissionbetweenanimalsandmanis unpasteurisedmilkand cheesemade from unpasteurised milk. Outbreaksof staphylococcal foodpoisoning in man are frequently associated with improper food handling andtemperatureabuseof foodsof animalorigin, but it is generally believed that themainsourceof contaminationis foodhandlers.Nevertheless, strainsof S.aureuscan becomeendemic in food processingplants and meatcan be contaminatedfrom animalor humansources.S.aureushasbeenisolatedfrom cattlecarcassesand is also found in raw beef. There is a high correlationbetweencoagulaseproduction and production of enterotoxins, of which there are at least sevenheat-stable typesassociatedwith food poisoning. In animals,S.aureuscauses anumber of differentdiseases.The mostrelevant diseasefor transmission of theorganism to manis bovine andovine mastitis.

11.2.6 Listeria monocytogenesListeriosis is an atypical foodborne diseasethat has attracteda great deal ofattention sincethe early 1980s mainly because of the severity,high mortalityrate and non-enteric nature of the disease. Listeriosis is caused by L.monocytogenes, which is found in many environmentsandis frequentlycarriedin theintestinal tractof many animals,includingman.L. monocytogenes is oftenfound in healthy animals andhumans, with a carrier rate of 10–50%in cattle,poultry andswine.The organism hasbeenisolatedfrom a variety of foods, atlevelsof 13%in raw meat,3–4%raw milk and3–4%of dairy products.21 Someof the major outbreaks in man havebeenattributedto meatproducts suchaspork tongueandmeatpate. Foodsassociatedwith outbreaks havelargely beenrefrigerated, processedand are ready-to-eat. The diseasein man is commonlyassociated with meningitis, septicaemia and abortion. Recent outbreaks,however, havebeenassociated with a milder form of diseasecharacterised bygastroenteritis and flu-like symptoms. In these recentoutbreaks, serogroup1/2has been implicated whereasmany of the humanstrains isolated previouslybelongto serovar4b andto onemajor ribovar.Serogroup1/2 accountsfor mostof thefood andenvironmentalisolatesandtogether,serotypes 1/2a,1/2band4baccount for up to 96% of the isolatesin man. Host factors arelikely to play animportant role in the susceptibility to listeriosis, together with presenceofvirulence factors in the organism. Many individuals frequently ingest L.monocytogenes without any apparent ill effects.Although listeriosis is a severedisease, thenumberof cases,comparedto some of theotherfoodbornediseases,is relatively low.

SinceL. monocytogenes is widely distributedin soil, vegetationand faeces,most animalsare exposed to it during their lifetime. L. monocytogenes is alsocommonly foundin largenumbersin poor-quality silage, andruminantsfed thismaterial are more likely to develop listeriosis. As in humans, predisposing

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factors are importantfor diseasein animals. The clinical conditionsassociatedwith animallisteriosisaresimilar to thehuman disease,andincludesepticaemia,abortion, enteritis and meningoencepahalitis. Interestingly, the isolates asso-ciated with processed meats more often originate from the processingenvironmentthanfrom the animal itself.

11.2.7 Clostridium perfringensStrains of C. perfringensare classified into 5 types, A–E, according to theextracellulartoxinsthatareformed.TypeA is responsible for almostall casesoffoodbornediseasein humans.Type C very rarely causesfoodbornediseaseandresults in necrotic enteritis, but is only a concern in individuals who arenutritionally impairedor whoseintestinalproteolyticenzymeactivity is reduced.TypeA C. perfringensis usuallypresentin thesoil atconcentrationsof 103–104/g.Theothertypesareobligateparasitesof domesticanimalsanddonotpersistin thesoil. TypeA strainsoccurwidely in raw andprocessedfoods,but at numberstoolow to causeinfection.Theorganism is foundin thealimentarytractof nearlyallspeciesof warm-bloodedanimals.

C. perfringens is primarily associatedwith outbreaks of food poisoninginvolving handling problemsandmeat, meatproductsandpoultry arefrequentlyimplicated in outbreaks. Illness usually results from ingestion of heavilycontaminatedfood and typical symptomsare diarrhoeaand severeabdominalpain. Occasionalreportsof illnesswithin 2h of ingestion indicateingestion ofpreformed toxin. Sporulation of ingested bacteria is also associated withproduction of enterotoxin, which is destroyed by heating(e.g.60ºC for 10 min).

In animals,type A causesyellow lamb diseasein sheepanda similar illness(toxin producedin thesmall intestine) in goats.TypeB is known to causelambdysentery, and haemorrhagic dysentery in sheep,goats and calves. Type Ccausesenterotoxaemia in a varietyof animalspeciesandtypeD causesthesamedisease,but apparentlyonly in sheep. TypeE is believed to causehaemorrhagicnecrotic enteritis in calves.

11.2.8 Clostridium botulinumStrains of C. botulinumareclassified into several types(A–G) depending on theantigenic propertiesof the toxin produced.TypesA, B, E andF areresponsiblefor most casesof humanbotulism, whereastypes C and D causeillness inanimals. The outbreaksof foodbornebotulism associated with meats, suchashome-curedhams, tendto occurmainly in Germany,France, Poland andItaly.The incidenceof foodborne botulism is extremely low, but the severity ofdiseaseandits heatresistancemeanthat it is the targetmicroorganismof manypreservationprocessesusedfor foods.Sporesof C. botulinumarepresent in thesoil andenvironment, but to a lesserextentthanC. perfringens. Sporesmay bepresent in meat, but this is usually at levels between0.1–10 spores/kg. Thediseasein man is an intoxication and causesgeneralweaknessof limbs and

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respiratory muscles,andoften nauseaandvomiting. Like humans,botulism inanimals almost always arises from ingestion of food contaminated withpreformed toxin. Thereis evidencethat animals carry sporesandthis may leadto internal contamination andcontamination of meatprocessingenvironments.In Europe, occurrenceof spores is generally infrequentbutwhen it occurs, levelscanreach 7/kg of samplewhereas incidence in meats in the US is muchlower,probably reflecting the incidence of meat-associatedbotulism in the two areas.

11.2.9 Other bacteriaOther bacteria associatedwith meat animals include brucellae (e.g. Brucellamelitensis) andBacillusanthracis, whichcancausediseasein manbutareregardedasa relatively low risk from meatandmeatproducts.B. cereus is a ubiquitousorganismandhasbeenfound in raw beefandmilk, andthe organismis directlylinked to dairy cows, being incriminated in abortionsand mastitis. Therefore,contaminationof carcassesof dairycowsis possiblebut is not thoughtto constitutea significantrisk in foodsof animalorigin. Foodborneillnesscausedby B. cereusgenerally results from improper handling of foods. Other organisms,such asCorynebacteriumpseudotuberculosis, MycobacteriumparatuberculosisandPas-teurellaspp.areresponsiblefor diseasesin animalsandhavebeenlinkedto diseasein humansbut transmissibilityfrom animalsto manhasyet to beproven.

11.2.10 Parasites

Giardia duodenalis and G. lambliaG. duodenalis is oneof the most commonprotozoal infections in man,causingdiarrhoeal disease in infants and young children, in both industrialised anddeveloping countries. The parasiteis also found in many domestic animalsincluding cattle,sheepandgoats,particularly younganimals.Thereis evidenceof zoonotic transmission,but themajor sourcesof contamination arethought tobe wateror food contaminatedwith water that hasbeenin contactwith faecalmaterial.22

Cryptosporidium parvumC. parvumhasa wide spectrum of animal hosts,including cattle, goats, otherfarm animals andman. It is an intracellular parasitic protozoan responsibleforself-limiting diarrhoeal il lness in its hosts.23 Symptoms include waterydiarrhoea, nausea, anorexia, abdominal cramps, fever and weight loss. Thelife-cycle is completedwithin one host and large numbersof oocystsare thentransmitted, in faeces,to the environment, where they may survive for longperiodsof time. In man,if individualsareyoungor immunocompromised,moreseriousgastroenteritiscanoccurandthis canbefatal. In diarrhoetic younggoatsand sheep, there is a high prevalence of C. parvum, suggesting a strongassociation between infectionanddisease.In surveyslooking for presenceof C.

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parvum in animals, oocystswere found in calvesat levels of up to 22% ofanimals tested. The reservoirsandroutesof transmissionsuggest that meatandmeat productsmay be a sourceof infection in humans.Sausageandtripe havebeenshown to containC. parvumoocysts.23 Contaminatedwateris known to bethecauseof largeoutbreaks of disease.Poor diagnosisof diseasein manandthesmall numbersof oocysts (100s) necessary to causeinfection mean that manycases of cryptospordiosismay go undetected.

Other parasitesToxoplasmagondii is a protozoal parasite well known for causingabortionsinsheep. Theorganismis alsoknown to causeacuteprimary infection in manandis a particular risk to pregnant women.Consumption of raw or undercookedmutton is thoughtto be responsible for transmission to man.

Trichinellaspiralis is reponsiblefor trichinellosis,which,in man, beginsasanacute gastrointestinalcondition andis followedby fever andmyalgias.Chronicillness may result since 10–20% of casesdevelop neurologic or cardiacsymptoms.Illnessin manresultsfrom consumption of rawor undercooked pork,wild boaror horsemeat, with mostcasesoccurringin Europe. Taeniasaginataalso causesoutbreaksof diseasein Europethroughconsumption of infectedbeef.

Cyclosporaspp.causevery similar diseaseto C. parvumandarealsosimilarin otherrespectssuchasbiology andpathogenesis,but thereis only onespecies,Cyclospora cayetanensis, known to causeillness in man. This speciesis notknown to haveanyotheranimalhost.Othermembers of thegenuscausediseasein other animals.

Echinococcusgranulosusis anotherparasitethatcancauseinfection in man.The larval stage is foundin sheep,goats,cattle,pigsandman. Thefinal hostforthe parasiteis the dog. Contamination of meatis not thought to occurdirectly;the main routeof infection is throughcontamination of eggsfrom dogs.

11.2.11 Other agents

Transmissiblespongiform encephalopathies(TSEs)Scrapie hasbeenprevalent in sheepandgoats in particularpartsof theworld formany years.This diseaseis regardedastheprototypeof TSEs, foundin humansandother animals. TheseTSEscauseprogressive degenerative disordersof thenervous systemandresult in death.Thereis no doubt that theseare infectiousdiseasesbut the nature of the infectious agentsremains elusive.Theoriesaboutthe causative agentvary and there is continuous debateaboutthe presenceofnucleic acids and the importance of a protease resistantprotein (prion theory),derived from a normalhostprotein. In the early 1980s,an epidemic of bovinespongiform encephalopathy (BSE) began in the UK, and the recycling ofinfectedcattle material is thought to havecontinueddriving this epidemic.

The recentemergenceof a new variantof Creutzfeldt-Jakobdisease(vCJD)in humansin theUK hasled to thebelief that this newdisorderis relatedto the

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transmissible agentcausingBSE. The working hypothesisis that transmissionhasoccurred throughcontaminated material entering the food chain. This, inturn, has focusedattention back on scrapieas a potential sourceof infection,despitethe fact that large quantities of contaminated material must havebeenconsumedwithout any apparent ill effects. It is not known how many vCJDcasesare likely to emergeasa consequenceof the BSE epidemic and thereisstill much to learnaboutall aspectsof this groupof diseases.

VirusesVirusesarenot generally consideredto betransmittedto manvia meatandmeatproducts, althoughcaliciviruses infect humansand other animals.Within thefamily Caliciviridae, thereare four distinct genera comprising vesiviruses andlagoviruses,which containa broadrangeof animal virusesand Norwalk-likeviruses(NLV or smallroundstructured viruses) andSapporo-like viruses, whichuntil recently haveonly beenassociatedwith man.NLVs arethemain causeofgastrointestinal illness in restaurantsand institutions.Recent datasuggest thatNLV infections oftenoccurin calvesandsometimesin pigs.24 Thesignificanceof this recentfinding is unknownat the presenttime.

11.3 Analytical methods

This sectionof the chapterprovidesa brief overview of the typesof methodsavailablefor detectionof foodbornepathogens.Detaileddescription of methodsfor eachof thepathogensdiscussedabovearenot included.Conventionalmethodsfor the detectionand characterisationof bacteriaassociated with foods rely onspecific media. Thesemethodstend to be relatively cheap, sensitiveand canprovide both quantitativeand qualitative information. However, they can belengthy procedures,are labour intensive, rely on multiplication of the targetorganismanddo not usegeneticinformation,which canbe usedto discriminatebetweenclosely relatedorganisms. Nevertheless, there have beenadvancesinrecentyearsthat facilitate someof theseconventionalproceduressuch as theintroduction of chromogenicor fluorogenic media, removing the need to dofurther sub-culturingand biochemicalsteps.Modifications to particular mediahavealso beenmade to improve performanceand cut down someof the otherstepsinvolved in conventionalculture methods.Other improvements includeavailability of automatedcolonycounting,usingimageanalysis,andavailabilityof automatedbiochemicalidentificationsystems.Theseadvancesprovideresultsdirectlycomparableto conventional testsbutmaketesting muchmoreconvenient.

Relianceon particular methodsfor the detectionof pathogenscan lead toproblems where atypical typesor responsesare evident. For example, E. coliO157:H7 isolatesareroutinely distinguishedfrom otherE. coli becauseof theirinability to ferment sorbitol. This meansthat sorbitol +ve E. coli O157:H7strains,suchas thosefound in Germany, would go undetectedduring routinetesting.Selective media,becauseof their inclusion of inhibitory agents,may

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also underestimatetargetorganismsif they areinjured. In suchcases, inclusionof a recovery stageis critical to the detection procedure.

Alternativeapproachesfor thedetectionof specific microorganismshavealsobeendeveloped in recentyearsandtheseincludeflow cytometry, impedimetry,immunological techniquesandnucleic acid basedassays. Flow cytometry is anoptically-based approach that can detect low numbers of cells (e.g. 102–103

bacteria) rapidly (within minutes), but food matrices can interfere with thetechniqueand distinction betweenlive and ‘dead’ cells can be problematic. Ithas been used for the enumeration of viruses in water and is also used toenumerateCryptosporidiumoocysts. Impedimetry is basedon changes in theelectrical conductivity of liquid mediacausedby growth of the targetorganism.Althoughthis methodis not ‘rapid’, it is convenient for high throughputsinceitis full y automated and can deal with multiple samples simultaneously.Specificity is dependenton the mediausedto grow the targetorganisms.

Immunological methodsarebasedon the specificbinding of an antibodytoanantigen. Theadventof monoclonalantibodiesnow providesa consistentandreliable source of characterised antibodies. Immunoassaysare divided intohomogeneous and heterogeneousassays. There is no need for markers withhomogeneous assays,sincetheantibody-antigencomplex is directly measurableand the test time is short. Examples of this type of assay are agglutinationreactions, immunodiffusion and turbidimetry, and testsare availablefor mostpathogens. Heterogeneous assays are more complex procedures and useimmobilised antibodies on a variety of supports and reportingsystems.Theseprecedurescanbecarriedout without theneedfor specialequipment.Detectionlimit s arebetween103–105 cell/ml for most pathogens.Direct detection in foodsis not possible and enrichment is required. Immunoassayscan also detectbacterial toxins. Automated immunoassays are also now commerciallyavailable.

Developments in genetically-based techniquesin recentyearsprovidea step-changein analytical capability for detection andcharacterisation of pathogens.Thesetechniquesarebasedon the hybridisationof targetDNA or RNA with aspecific DNA probe.Thespecificity of this probeis dependenton its nucleotidesequence.When hybridisation hasoccurred, detection can be via a numberofmethods, similar to thoseusedin immunoassays.Commercial assaysare nowavailablefor a number of pathogens. Thedetectionlimit for bacteriais 103 cells,so enrichment is sometimesrequired. Alternatively, an amplification stepmaybeused.Examplesof this arepolymerasechainreaction, involving denaturationof the targetDNA and annealing of primersto the single strand,followed byextensionof theprimersusinga thermostablepolymerase, or RNA amplificationthrough the concerted action of enzymes(NASBAÕ). Use of amplificationmethodsrequirescleansamples,andavailability of commercial kits nowenablesroutine laboratoriesto carry out procedureswhich until recently wereregardedas complex and only carried out in specialist laboratories. Becausethesemethodsare basedon geneticelements, resultsonly indicate the potential toproduce toxin or expressvirulence.Therearealsoproblemswith falsepositives

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(e.g. ‘dead’ cells) and negatives (polymerase inhibitors or accessibility to thetargetorganism).

Molecular typing is alsopossible now, allowing identification to sub-specieslevel, aidingepidemiological andtaxonomic studies.Thesetechniquesareoftenreferredto as fingerprinting methods. They include restriction fragmentlengthpolymorphism (RFLP), random amplified polymorphic DNA (RAPD), pulsedfield gel electrophoresis(PFGE) andAFLPÕ which combinesPCRandRFLP.Whilst conventional methodsstill have an important role to play, molecularmethodsare likely to becomemore commonly used.The next breakthroughindiagnostic methodology is likely to come from ‘DNA chip’ technology, whichcombines semiconductor manufacturing with molecular techniques. Thistechnology will allow rapid and cheapanalysis of multiple sequences,usinglarge arrays of nucleotides, making it possible to detect and type differentorganisms in the samefood sample. Thereare,however, significant hurdles tobe overcome,with virusesandparasitesposingtheir own particular problems.

11.4 Future trends

Foodborne pathogensthat have emerged in recent years sharea number ofcharacteristics.Nearly all of these havean animal reservoir from which theyspreadto man, i.e. theyarefoodbornezoonoses,butunlikeestablishedzoonoses,theydo not oftencauseillnessin theanimalhost.Anotherworrying trendis thatthesepathogensareableto spreadglobally in ashortperiodof time.Manyof theemerging pathogensare becoming increasingly resistant to antibiotics and thishasbeenattributed, partly, to the useof antibioticsin animals. The practice ofusingantibioticsin animalproduction is comingunderincreasing pressureandtherehavebeenrecent legislative changes that address this issue in particularpartsof the world. Unfortunately,it is likely that someof thesepracticeswillcontinuein thoseareas that arenot properly regulated or policed.

New food vehicleshavebeenidentified in recentyears. Thesenew vehiclesincludefoodsthatwereoncethought to be‘safe’ suchaseggs,applejuice, freshfruit, fresh vegetables and fermented meats. With consumer preferencesforfresher, less heavily processedfoods likely to continue, it is possible that newfood vehicles for foodborne diseasewill continue to emerge. Alternativeprocesses, if incorrectly assessed, may also provide an additional sourceofinfection. Continuedconsolidationwithin the food industry is likely to lead toincreasingly largemarketsandwider distribution from centralisedmanufactur-ing operations. With increasing demand from increasing populations, we arelikely to seemorere-useandrecyclingof waterandwaste,andthis mayhaveanimpacton the microbiological hazardswe haveto face.

Fortunately, improved epidemiological capability, provided through betterdetection methods and better cooperation/coordination between differentsurveillance networks, is likely to allow quicker detection of geographicallywidespreadoutbreaks of foodborne disease.Molecular methodsare transform-

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ing taxonomyandour understandingof thegenomesof particular pathogensandgroupsof pathogens, suchas the Enterobacteriaceae. This hasalreadylet usgain some insight into evolutionary processes and should allow us to betteranticipatethe potentialof microorganismsto incorporatenew genetic materialanddevelopnewvirulencecharacteristics.Betterunderstanding of pathogenesisof foodbornediseaseandcolonisationof animalsmayalsoallow developmentofnew interventionstrategies.

With anticipatedincreasesin the averagelife expectancy,throughimprovedmedical treatmentof chronic diseaseandotheradvances,thereis likely to be anincrease in theproportionof personswith age-relatedsusceptibility to foodbornedisease.Also, there is likely to be a continuing increasein the number ofimmuno-suppressedindividuals,due to infection with HIV and other chronicillnesses.

At thepresenttime we areseeinga decreasein thenumberof casesof somecommonfoodbornepathogens,suchassalmonellae,in developedcountries likethe US, UK and other partsof Europe. This is encouraging and suggeststhatsome diseaseprevention strategiesmaybebeginning to takeeffect.Despitethis,the incidence of foodborne illnessesand deathscaused by unsafe food areincreasing. The geneticplasticity of the microorganismsposesa seriousthreatfor the future, andwill undoubtedly lead to the emergenceof novel infectiousdiseases.At the genetic and molecular level, the virulencetraits of pathogensclearly showusthatpathogenicitydoesnot ariseby slow adaptiveevolution butratherby stepchanges.

11.5 Sourcesof further information and advice

General articles describing members of the Enterobacteriaceae, such assalmonellae,E. coli andY. enterocolitica areavailable.3,20 EnterobacteriaceaeandE. coli infections in animalshavebeenreviewed in a number of articles.7,8

Specific articles describing foodborne listeriosis, campylobacteriosis and theemergenceof E. coli O157:H7 arealsoavailable.11,18,21Foodborneparasitesarereviewed in severalarticles.22,23,25 A review of analytical methodsused inmicrobiology hasbeenpublishedrecently.26

11.6 References

1. McDONOUGH P L, FOGELMAN D, HIN S J, BRUNNER M A and LEIN D H,‘Salmonella enterica serotype Dublin infection: an emerging infectiousdiseasefor theNortheasternUnitedStates’,J Clin Micro, 1999 372418–27.

2. BARLEY J P, ‘S.typhimuriumDT104in cattlein theUK’, VetRec, 14075.3. D’AOUST J, ‘Salmonellaspecies’ in FoodMicrobiology– fundamentalsand

frontiers, ASM Press,Washington, 129–58,1997.4. RODRIGUE D C, TAUXE R V and ROWE B, ‘International increase in

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Salmonella enteritidis: a new pandemic?’ Epid Inf, 1990105 21–7.5. MISHU B, KOEHLERJ,LEE L A, RODRIGUE D, BRENNER F H andBLAKE P et al.,

‘Outbreaksof Salmonella enteritidis infections in theUnitedStates,1985–1991’, J Inf Dis, 1994169 547–52.

6. CENTERSFOR DISEASE CONTROL AND PREVENTION, ‘Mult i-drug resistantSalmonella serotypeTyphimurium– United States’,Mor Mort Wkly Rep,199747 308–10.

7. LINTON A H andHINTON M H, ‘Enterobacteriaceaeassociatedwith animalsin healthanddisease’, J App Bact SymSupp, 198871S-85S.

8. WRAY C andWOODWARD M J, ‘Escherichiacoli infections in farm animals’in Escherichia coli: mechanismsof virulence, edSUSSMANM 1997,49–84.

9. DEAN-NYSTROM E A, BOSWORTH B T and MOON H W, ‘Pathogenesis ofO157:H7 Escherichia coli in neonatal calves’ in Mechanisms in thePathogenesisof Enteric Diseases, Plenum Press,New York, 47–51,1997.

10. PEARSONG R, BAZELEY K J,JONESJ R, GUMMING R F, GREENM J,COOKSONA

andWOODWARD M J, ‘Attaching andeffacinglesionsin the largeintestineof an eight-month-old heifer associated with Escherichia coli O26infection in a groupof animalswith dysentery’, Vet Rec, 199925 370–2.

11. ARMSTRONG G L, HOLLINGSWORTH J andMORRISJ G, ‘Emerging foodbornepathogens: E. coli O157:H7 asamodelof entryof anewpathogeninto thefood supply of the developedworld’, Epid Rev, 199618 29–51.

12. CHAPMAN P A, WRIGHT D J, NORMAN P, FOX J and CRICK E, ‘Cattle as apossible source of verocytotoxin-producing Escherichia coli O157:H7infections in man’, Epid Inf, 1993111 439–47.

13. DOYLE M P and SCHOENIJ L, ‘Isolation of Escerichia coli O157:H7 fromretail freshmeatsandpoultry’, Appl Env Micro, 1987 53 2394–6.

14. SEKLA L, MILLEY D, STACKIW W, SISLER J, DREW J and SARGENT D,‘Verotoxin-producing Escherichia coli in groundbeef – Manitoba’, CanDis Weekly Rep, 199016 103–5.

15. WORLD HEALTH ORGANISATION, ‘Report on a WHO working groupmeeting on shiga-like toxin producing Escherichia coli (SLTEC) withemphasison zoonotic aspects’,Bergammo, Italy, Rep no WHO/CDS/VPH/94.136,1994.

16. NATARO J P and KAPER J B, ‘D iarrheagenic Escherichia coli’, Clin RevMicro, 199634 2812–14.

17. TAUXE R V, ‘Emerging foodborne diseases: an evolving public healthchallenge’, EmerInfect Dis, 19973 425–34.

18. KETLEY J M, ‘Pathogenesisof entericinfection by Campylobacter’, Micro,1997143 5–21.

19. STERNN J andKAZMI S U, ‘Campylobacter jejuni’ in Foodborne BacterialPathogens, Marcel Dekker, New York, 71–110,1989.

20. OSTROFFS ‘Yersinia as an emerging infection: Epidemiologic aspectsofyersiniosis’, Contrib Micro Immunol, 199513 5–10.

21. FARBER J M and PETERKIN P I, ‘Listeria monocytogenes, a foodbornepathogen’, Micro Rev, 199155 476–511.

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22. TREESA J ,‘Zoonotic protozoa’, J Med Micro, 199746 20–4.23. HOSKIN J C and WRIGHT R E, ‘Cryptosporidium: an emerging concern for

the food industry’, J Food Prot, 199154 53–7.24. VAN DER POEL W H M, VINJE J, VAN DER HEIDE R, HERRERA M-I VIVO A and

KOOPMANSM PG, ‘Norwalk-like calicivirus genesin farm animals’, EmergInf Dis, 2000 6 (1).

25. GOODGAME R W, ‘Understanding intestinal spore-forming protozoa:cryptosporidia, microsporidia, isospora and cyclospora’, Ann InternMed, 1996124 429–41.

26. DE BOER E and BEUMER R R, ‘Methodology for detection and typing offoodborne microorganisms’, Int J Food Micro, 199950 119–30.

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Part III

New techniques for improving quality

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12.1 Introduction

This chapter refers to computer models that simulate beef cattle production.Such models consist of mathematical equations and instructions which mimicthe roles, interactions and influences of the various inputs to beef cattleproduction. The chapter recognises that modelling is a term which refers to bothbuilding and using models, and that beef cattle production includes the complexinteractions between the physical environment, financial environment, manage-ment, feed supply, and animal reproduction and growth. The chapter considersthe challenge faced by model builders in dealing with such complexity,overviews possible applications, and gives an example of a simple beefproduction model.

Pasture and animal scientists started to model beef cattle production aftercomputers first became available for research in the 1960s. A rapid expansion inthe range, scope and role of models followed in response to the even more rapidexpansions in the power and accessibility of computers. Insight into the progressand philosophy of modelling pasture and animal production are obtained fromrecent reviews.1, 2 Models have been a valuable aid to research, extension, andmanagement at the farm, industry or government levels because of the followingthree attributes.

1. If each equation in a model is regarded as a hypothesis pertaining to aspecific process or component, then a model can be regarded as a collectionof hypotheses, derived from past research that can be further modified anddeveloped through new research. In this way, a model becomes a repositoryfor past research and a precursor for future research.3, 4 Model constructionis now a common activity that gives research direction and focus.

12

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2. Models provide a quantitative description of the many interactingcomponents which may have conflicting responsesin a beef productionsystem.4 This is a powerful and uniqueattribute that greatly exceeds theanalytical capacityof the human mind. For example with beef cattle, asstocking rate increases (the number of animals per unit areaof land), theliveweight and value per animal decrease,variable costs increase andproductionper hectareat first increases and then decreases.5 A managermust balancethe trade-offs betweenprofit, risk, pasture degradation andpremium prices.6 Similar trade-offs between productivity, stability andsustainability arecommonin farming systems7 anda model allowsuserstoexperience ‘virtual’ reality in managing grazing systems.

3. Models can give a quantitative extrapolation in space and time ofinformation derivedfrom pastresearch and experiences.For example,byprocessinghistorical recordsof daily weather data, estimatesof variabilityin output can be expressed as probability distributions.8 Similarly, byprocessingthe historical weather for different land units in a region, andthereby estimating spatial and temporal variations in forage production,estimatesof safestocking ratescan be comparedagainsttrendsin actualregionalstocking ratesto indicateperiodsof overgrazing.9 Further, if thespatialmodelusescurrentweatherdataas input, the output is a nearreal-time display of pastureand/or animal production10 that can influencegovernment or industrypolicies.All of these applicationsrely on a model’sability to extrapolate information in temporal and spatialdimensions, andthis attribute is fundamental to the role of modelsin information transfer.11

Today a wide range of models on different aspectsof plant and animalproduction are being used as aids to research, farm management, and todetermine governmentor industry policies.1

12.2 Elementsof beef cattle production

Beef cattleproduction deals with the conversion of climatic andedaphic inputsinto plant products, which areconsumedby various classesof animals in a beefcattle herd to give meat for humanconsumption. This beef production systemconsistsof four interacting biophysical andbioeconomicsubsystems,which aremanipulated through the management subsystem in response to the climatesubsystem (Fig. 12.1).Thestructureandsignificanceof the varioussubsystemsaredescribed in moredetail below.

The climate subsystem is largely outside the managementsubsystem but itdirectly affects the four subsystems influenced by a manager. For example,rainfall supplies soil water for plant growth, may causesoil erosion, andinfluences the rate of waste decomposition in soil. Further, prevailingtemperature,humidity and radiation influenceplant growth, and the incidenceof plantandanimalpestsanddiseases.Climatic inputsalsodisplayseasonaland

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year-by-yearvariations anda managermust devisestrategiesto copewith thesevariations. Indeed, matching the farming systemto the level andvariability ofclimate inputs is a big challengefor a farm manager.12 Seasonal variations inclimate give rise to seasonalvariations in quality andtypeof foragewhich maytrigger fodder conservation (e.g. hay) to offset periodsof forage deficiency.Wide year-by-yearvariations in climate inputs,often expressedasdroughts orfloods which lead to major perturbations in foragesupply and market prices,needto be handledthroughskillful and resourceful management.13 However,long-term weather forecasts now give managersprior warningof likely climaticextremes.For example, in northern Australia seasonalforecasts indicate theprobability of rainfall in the forthcoming three to six months exceeding thehistorical medianvalue, therebypermittingmanagersto makeanearly responseto a likely distribution of rainfall.14 Also extremely hot or cold temperaturescancausedeathsin plants and animals, and computer models such as GRAZ-PLAN,15 coupled to weekly weather forecasts,give early warning of likelymortalities in susceptible classesof animals.In bothcases, recentimprovementsin the reliability and skill of weather forecastingare helping farmersto copewith wide variations in climate.

The land subsystem supplies water and nutrientsfor plant growth. Since itincludes many of the ecological processes that sustain the whole system, boththe managerand interest groupsin the wider community are keento keepthe

Fig. 12.1 Interrelationshipsbetweenbiophysicalandbioeconomicsubsystems(rectangles)with the managementsubsystemof the farmer.The biophysicaland

bioeconomicsubsystemscontainprocessesthat determinetheir status.The interfacebetweentwo subsystems(arrows)representsa conversionof materialsinto a new form.Themanageris constantlyrespondingto theclimatesubsystem,which impactsto varying

degreeson the soil, pasture,animalandeconomicsubsystems.

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land subsystem in good condition. Land degradation through soil erosion,desertification, salinisation, acidificationandnutrient declineis a majorconcernin many of the world’s grazing landsand has led to the notion of landscapemanagement. With thisapproach,managersin a regionwith acommonattribute,such as a river catchment, are encouraged to adopt strategies that enhancesustainable development rather than exploitation of the land subsystem.Landscapemanagementalso recognises that grazing lands produce food aswell as ecosystemservices, suchas water and biodiversity that are needed tosustain thecitieswhere mostpeopleli ve. Preferredmanagementstrategiesfor alandscapemay arise throughdifferent managementoptionsbeing assessedbygovernment agenciesor local communities, and computer models are oftenuseful tools in this process.16

Plantswithin the foragesubsystemsupplydigestiblenutrientswhengrazedbycattle. Forageaccumulatesthroughplant growth and foragenot eaten,togetherwith faecesandurinefrom cattle,returnto thesoil subsystemthroughthedetritusfood chain.Thequality of forageon offer varieswith thegrowingconditionsandtypeof plantspeciesin thesystem.New growthis themostdigestibleandthereisa steadydecline in quality as plant partsage,die and senesce.Sincetemperategrasseshave a higher digestibility than tropical grasses,grazing systemsintemperatezonestend to display higher animal performancethan tropical zones,Leguminousspeciestendto havehigherdigestibility thangramineousspecies.17 Ifa grazingsystemis basedon sown pasturesthe managermay selectto grow amixed-pasturewhich usually consistsof a few speciesthat are well suitedto aparticular situation. This contrastswith native rangelandswhere the systemconsistsof manydifferent species,often including trees.Herea manageraimstokeepthepasturein goodconditionby maintainingadequateplantcoverto reducesoil erosion and a predominanceof desirable rather than undesirableplantspecies.18 In bothsownpastureproductionsystemsandnativerangelands,foragecondition and animal performancecan be manipulatedby managementoptionssuch as the choice of stocking rate, type and amountof fertiliser application,periodsof grazingandconservation,level of supplementaryfeeding,and fire inthe caseof rangelands.19,20

The cattle subsystem producesanimals for sale through the processes ofreproductionand growth within a herd consisting of different animal classes.The number of differentanimalclasseson a farm largely dependson thequalityof the pasturesubsystem and on the objectives of a manager. In essence,breeding cows produce calves and after weaning these move into differentclassesastheygrow andage(Table12.1).Usually youngfemalecattle(heifers)areselectedto replaceagedor culledcowsandarematedfor thefirst time whenthey reach maturity and a specific weight that depends on the breed andprevailing nutrition. Undergoodnutrition, heifers may be matedfirst at 15–18months of age,but with the poorer nutrition in extensive rangelands,matingusually takesplace at 24–30months.Heifersthat arenot requiredfor replacingcowsmight besoldfor slaughteror for breedingpurposeselsewhere.Male cattleare commonly castrated before weaning although a small number of high-

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performing males may be retained to replaceaged bulls. Depending on theprevailing nutrition and markets, male cattle may be retained for one to threeyears after weaning, to be sold for slaughter or for finishing elsewhereonanotherfarm or in a feedlot. Thus,which marketto target,andhow the cattleshouldbe fed to meet the market, are key strategic decisionsfor a manager.Deciding when to sell specific groupsof cattle is a key tactical decision for amanager.

The different classesof cattle in a beef herd have different nutritionalrequirementsbecausethey differ in weight andage.The term adult equivalent(AE) relatesthe energy requirement of differentclassesto a common base,theenergyrequirementfor maintenanceof an adult animal,suchasa non-lactatingcow. The AEs of Table12.1 canbe determined from feedingtablesbut a firstapproximation for growing cattle is given by:

AE� LW0:75=105:7 �12:1�

Table 12.1 Classesof cattlecommonlyfound in beefcattleherdsin extensivegrazingsystems.Adult equivalent,being the ratio of the energyrequirementof a classto theenergyrequirementof an adult animal, is a coefficient for equatinganimal numbersineachclassto a commonbase.Intensivegrazingsystemswith a higher level of nutritionwill havefewer classessincecattlearesold at a youngerage

Animal class Adult Age Commentsequivalent years

Cowsand 1.3 2–12 Managersaim to havebreedingcowscalvecalves annually.Calvesareusuallyweanedat about6

monthsof age.

Yearling 0.55 0.5–1.5 Heifersare femalesthat havenot hadonecalf.heifers Whenmatureat 1.5 to 2.5 years,dependingon2-year-old 0.75 1.5–2.5 breedandgrowing conditions,somearematedheifers to replaceculled cows.Surplusheifersmay be

sold for slaughteror asbreedingstock.

Yearling 0.55 0.5–1.5 Steers,or castratedmales,aresold for finishingsteers elsewhere,or for slaughter.Age andweight at2-year-old 0.8 1.5–2.5 saledependson thelevel of nutrition theyexperi-steers ence,the specificationsof availablemarkets,and3-year-old 1.0 2.5–3.5 on the price advantageof different markets.steers Within limits setby prevailingclimatic and4-year-old 1.1 3.5–4.5 economicconditions,a managercantargetasteers specificmarketby manipulatingfeedsuppliesin

the pasturesubsytem.

Culled cows 1.0 3–12 Cowsno longersuitablefor breedingdueto ageor infertility. Usually conditionedandsold forslaughter.

Bulls 1.1 3–7 Male animalsfor matingwith cows.Onebull isrequiredfor every20 to 25 cows.

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where LW andLW0.75 are the liveweight andmetabolic weight of animalsin aspecific classand105.7is themetabolic weightof a non-lactatingbovine with aliveweight of 500kg/head.21

Themarketsubsystemrefersto thedifferentmarkets for beefcattleavailableto a manageralong with the prices and profit margins associated with eachmarket. Specificationsfor marketsvary with location.In an extremecasethereis no specification, andall cattle aresold asbeefwith no separationof cutsatretail outlets.At theother extreme,individualanimalsarepreparedfor aspecificmarket and tracedthrough the supply chain, with carcasses being gradedforquality and various cuts of meat separated and sold at prices that reflectconsumer preferencesandthegrade. Farmersin countriesthatexport beef, suchasUSA, Australia,CanadaandNew Zealand,commonly havea rangeof marketoptions that arespecified in termsof age,gender,weight andfat thicknessof acarcass.However, the classificationschemeis not standardisedinternationally,although there is an international trend to reduce the allowable limit s forresiduesof pesticideandgrowthpromotantsin exportbeef.Penaltiesfor farmersin not meetingspecificationsfor chemical residues areusually severe,includingcondemnationof all meatin the caseof excesschemical residues.

12.3 Challengesfor modellers

The abovedescriptionof beef production is deceptively simple. In practiceamodel builder is facedwith thechallengeof expressing thecomplex interactionsbetween components of the system (Fig. 12.1).Specific challengesinclude

• how to match the primary purpose of the model to the most appropriatestructure

• how to handle natural variability in the biophysical components and theinterfacebetweenthe subsystems,and

• how to validatethe completedmodel.

Answers to thesequestions are interrelated and reflect back to the history andphilosophyof model building.

12.3.1 Matching purpose and structureModels of beefproduction systemsarecommonly built asaidsto research, farmmanagementor policy evaluation and their structure may be mechanistic,empirical or a combination of both.1 Empirical models estimate outputs byempirical equations developed from experimental observation of output inrelation to oneor more influencingvariables,while mechanistic models reflect atheoretical understanding of the factorsthat control outputs. The relativemeritsof mechanistic andempirical structures havebeenhotly debatedandthe choiceof structureis a critical andoften difficult decision for a model builder.2,4,22,23

Mechanisticmodels, becauseof their strongertheoretical base,tendto be more

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versatile and are more likely to explain responsesthan empirical models, buttheymaynot bemore accurate andoftencontainparameters thataredifficul t todetermine in practical situations.Conversely, the robustnessof an empiricalmodel depends on the rangeof experimental data usedin its derivation, andspuriousresults might occur if it is applied outside this range.Thus modelbuilders shouldspecify the derivation and application of an empirical model,and users should adhere to thesespecifications.As a variation on the abovedistinction, some models combine both empirical and mechanistic elements,such as an empirical model being used to processand interpret the resultspreviously storedfrom manysimulationexperiments with a mechanisticmodel.

Researchmodelsarebuilt by researchersto analysethecomplex interactionsin beef production systems. They can be regardedas a repository for pastresearch sincethey collate and integrate informationfrom pastresearch.Theyare also a precursor for future research since gaps in knowledge andunderstandingare highlighted. Because research models focus on processesandtheir interactions,theyareoftenmechanistic in structureandhavea limit eddistribution. However, GRAZE is an exception to this statement, being acomprehensivemechanistic model of forageand animal growth that is widelydistributed andwell documented.24 Sometimesa researchmodel evolvesinto amanagement or policy model, therebyreducingdevelopmentcosts.

Models for farm managementare usually designedto evaluatemanagementoptions pertaining to one or more components of the system. They aidmanagement by evaluating different scenarios thereby allowing preferredstrategiesto be identified, but importantly, a manageris freeto acceptor rejectthe output. Developingthis type of modelrequiresconsiderable time andeffort,since to be acceptedby potential users, the packageneedsto operate in aconvenientandreliablemanner,haveahighdegreeof validity or skill, andhaveacommercialarrangementfor distributionandafter-salesservice.1 FEEDMAN25 isan example of many commercialdecisionsupport systemsthat focus on farmmanagement.However,history suggeststhat experiencedfarmersdo not readilyusesuchsoftwarefor commonroutinedecisionsunlessits useis clearlybeneficialand it is promotedby a trusted product champion.26–28 On the other hand,professionalfarm advisors who are paid to recommendpreferredmanagementoptionsarelikely to usethesoftwareto justify arecommendation.Becauseafarmadvisormayhavemanyclients,decisionsupport softwarethatis regularlyusedbya few farm advisorsmay still have a big impact on farm management.Bothmechanisticandempiricalsub-modelsarewidely usedin managementsoftware.

Policy modelsservegovernmentor industryleadersby estimatingoutcomestopossiblescenariosand initiatives in policy. Both mechanisticandempirical sub-modelsare usedin policy modelsdealing with pastureand animal production.Policy models range from those that provide a one-off analysisof a specificproblemto thosethatprovidea regularongoingservice.An exampleof a one-offanalysisthat influencedpolicy wasthe rejectionof a plan,basedon resultsfromfield researchover ten years,to constructfarm damsandusethe storedwater toirrigate crops to improve the forage supply in north western Queensland.

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Simulationstudiesbasedon long-termrecordsof climateshowedthattheplanwasnot viable becauserainfall was too variable.29 Apparently the field study thatsupportedthe plan coincidedwith a run of high-rainfall years.An exampleof aregularongoingserviceis themonthlymapsof relativepastureyield, adjustedforprevailing stocking rates,which are derived from a pastureproductionmodeloperatingon a 5� 5km grid for the Stateof Queensland.30 The mapsprovideanobjectiveassessmentof droughtstatusfor governmentandindustry.Constructingand maintaining a policy model of this scale requiresan integratedteam ofscientists,programmersandsupportstaff. As with managementmodels,a policymodel’scredibility dependson its scientific baseandvalidity.

12.3.2 Coping with linkagesbetweencomponentsWith regard to Fig. 12.1, the statusof eachsubsystem is expressed by severaldifferentterms,which reflect thepurpose of theoverallmodelandthestructureof the sub-models that simulate each subsystem. Since the subsystems areinterdependent, they needto be linked in an appropriate manner,an issueinmodel building that is often called the interfaceproblem. As an illustration,simple expressionsof the statusof eachsubsystem might be:

1. climate subsystem – inputs of solar radiationand/or temperatureon plantgrowth andrainfall on soil watersupply;

2. land subsystem – amount of soil water (mm) available for plant growth inresponseto daily rainfall runoff, drainageandevapotranspiration;

3. pasturesubsystem – yield (kg/ha)of leaf andstem,potentially for eachplantspeciesin the pasture,in responseto daily plant growth lessconsumptionandsenescence;

4. animalsubsystem – liveweight (kg/head)of eachanimalclass,in responseto an initial liveweight andaccumulateddaily liveweight gain; and

5. economic subsystem – farm profit ($ or $/ha) in response to value ofanimalssold less variable costs.

Interfacebetween climate, land and pasturesubsystemsMechanistic modelsoften estimate plant growth as the productof interceptedsolar radiation and radiation use efficiency. Interceptedradiation dependsonleaf areaof the forage,and radiationuseefficiency links the soil and climatesubsystems,being dependent on prevailing climate,soil nutrient statusandsoilwater supply.31 In practice,radiation interception and radiation useefficiencyaredifficul t to simulatein pasturesin rangelandsthatareamixtureof C3andC4speciesgrowingasspacedplantsundertreesin asemi-aridenvironment,andaregrazed selectively by cattle. Under these complex circumstancesan empiricalmodel basedon field observations can be a useful tool. For example, pasturegrowth (PGkg/ha)canbe estimated as:

PG�WUE �WU �12:2�

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whereWUE is wateruseefficiency,anotherterm that links the two subsystemsfor aspecified site(kg/mm), andWU is wateruseoveraspecifiedtime step(e.g.mm/day).

Equation(12.2)avoidsthe difficul ties associatedwith radiation interceptionby recognisingthestrongdirect relationshipbetween waterusevia transpirationand foragegrowth via photosynthesis,two gaseous transfer processes that arecontrolled by leaf stomata.It can be appliedat different temporaland spatialscales.32 On a daily time step, WUEbecomestranspiration efficiencyandWU isdaily transpiration estimatedby a sub-model of soil water balance, but onmonthly or seasonaltime step, WUE becomesrainfall use efficiency andeffective rainfall (actual rainfall less runoff) is an approximation of WU.AlthoughWUE varieswith fertilit y statusof thesoil, seasonalconditionsandthenumberof treespresent, it is aparameter thatcanbedeterminedsimply for asitefrom measurementsof plantgrowthin relation to WU. TheFEEDMAN decisionsupport systemestimatesmonthly plant growth throughthis approach and thedefaultvaluesof WUE for manydifferentsoil-forage combinations wereeitherobtained from field experiments or by integrating output from a daily plantgrowth model. In either case,the default values can be customised to reflectlocal conditions.

Interfacebetweenpastureand animal subsystemsThis interface must account for nutritional demands of different classesofanimals,all of which havetheability to moveandselecta preferreddiet from apasturethat exhibitswide spatial andtemporalvariation in yield andquality.

In mechanistic terms,animalproduction is dependenton intakeof digestiblenutrients, and once the amount and quality of diet is known, models forestimating different forms of production (e.g. liveweight change, milkproduction, wool growth) in different animal classesalreadyexist.33 Thus theinterfaceproblem becomes how to estimate, either directly or indirectly, twointerdependentterms, the amount (intake) and quality (digestibility) of diet.Actual intakeis usuallyless thana potential intake,which depends on thebreedand liveweight of animals, due to constraints arising from the amount andquality of forageon offer. Foragedigestibility declineswith age,is greaterinleaf than stem, and varies across species. Mechanistic models commonlysimulatediet selectionby partitioning theforageonoffer into digestibility or agecategorieswith animals thenselectingprogressivelyfrom high to low categoriesuntil their appetite is satisfied.34 Whilst this approach tends to mimic dietselectionin temperate pastures reasonably well, the descriptive functions areessentially empirical relationshipsderivedfrom field experiments.Theapproachhas been less successful in rangelands with a more heterogeneousbotanicalcomposition andswardstructure.35 However, a morerealistic algorithmfor dietselectionin heterogeneousforagesplaces plant speciesinto broad preferencecategories (e.g. preferred,desirable, undesirable, toxic, emergency and non-consumed) and then computesthe proportion of eachpreference classin the

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diet.36 Thealgorithmassumesthatananimalhasexperiencewith thevegetation,and has learned to avoid toxic species and non-consumed species. The‘emergency’category accountsfor speciesthatareonly eatenafterthepreferred,desirableandundesirable speciesaredepleted.

The above ‘mechanistic’ models are essentiall y based on ‘empirical’expressionsderivedfrom diet selectionstudieswith parametersthat are ratherabstract and site specific.To avoid thesedifficul ties, the FEEDMAN packageusedthenotionof potentialliveweightgainto characterisetheseasonalvariationquality of different forages.Potential liveweight gain is the monthly liveweightgainof a standard animal(a 200kg cross-bredsteer,Bostaurusby Bosindicus)grazing the forageat a low stocking rate in a goodseason.It is a bioassayforforage quality that canbe measured,but more importantly, it is meaningful tofarmersand can be adjusted to reflect local experience and knowledge.Withpotential li veweightgain for a standardanimalgiven, the energy concentrationof the forage can be estimatedand applied to different animal classes,aftertaking account of the impact of high stocking rate on reducing intake anddryconditions reducing foragequality.25 Because this approachusesa bioassaytocharacterise forage quality, and a mechanistic model to estimate animalperformance, it canbe readily adapted to herdsof different species, breedsandclassesof livestock.

Interfacebetween animal and economic subsystemsOperating profit of a beefcattleenterprise on a farm is given by:

Gross profit�Number sold��Animal valueÿVariable costs��$� �12:3�where Number_sold is thenumber of animalssold, Animal_valueis theaveragevalue of saleanimals,Variable_costsareaveragevariable or operatingcostsperanimalassociatedwith different managementoptions.Comparison of the grossprofit for differentmanagementoptionsindicatestherelative profitability of theoptions.

Estimation of Variable_costs is a simple arithmeticexercise,but sincethereis wide variation in local costs,a modelmust allow a userto modify andrecallthis information, and a usermust updatethe information as required. On theother hand,estimation of Animal_valueis a two-stepprocesswhereanimals arefirst allocated to a market category (if more than one exists), each with acorresponding sale price that usually exhibits spatial and temporal variation.Thus,tablesof marketpricesfor usein thecalculationof Animal_valueneedtobeupdatedregularly. Thedeterminationof marketcategoriesis locationspecificsince there is wide national and international variation in the title andspecificationsfor eachcategory. In countrieswith well developedbeefmarkets,categoriesmaybespecifiedby age,sexandbreedof cattle,by weightexpressedas liveweight or carcassweight, and by an indication of the degreeof ‘finish’expressedas a condition score in live cattle or fat thickness for carcasses.However, markets are not necessarily mutually exclusive in that while a

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premium market may have narrow specifications,cattle suited to a premiummarketmay alsobe suitedto a lower-priced market with wider specifications.Mechanistic modelsattemptto estimate animal growth and development,andthe associated fat deposition.37,38 Condition scorehasbeenderivedempiricallyfrom the history and statusof animal performance,39 but neitherapproachhasbeenapplied to a full rangeof marketspecifications.FEEDMAN usesa simpleapproach to estimateAnimal_value in that the characteristics of eachherd arecompared againstentriesin a tableof markets,specifiedin termsof monthlysaleprice,andbreed, age,classandliveweightof cattle.The highestprice matchisthenselectedandusedto calculateAnimal_value.

12.3.3 Coping with natural variabilityOn-farm complexityCreating a ‘user friendly’ presentationof software that mimics pastureandanimalproduction ona farm is achallengebecauseamulti-dimensionalscenariomust be described through a keyboard and monitor. The multi-dimensionalscenario might consistof descriptionsof fields in thefarm,pasturesin thefields,number andclassof animalsin herds,grazingmanagementof herds,andperiod,type, and amount of supplementaryfeeding (Fig. 12.1). In addition, potentialuserscommonly prefer the software to have keystrokes and a screen layoutsimilar to otherfamiliar software.Also, outputsmust beclear,easilyunderstood,and suitable for further analysis or storage. One approach used by modelbuilders to meettheserequirementsis to consult with a panelof potential userson a regular basis and progressively modify the software in responsetosuggestions from the panel.11 Such ‘ interactive prototyping’ is a time-consuming task that can lead to major changesin the layout of screensforentering data and displaying results, but experience has shown that modelbuilders, who know a package intimately, are not expertsin ‘user friendly’presentations.In practice,therearetradeoffs between thecapacity of a decisionsupport package to handlewide variations in farm productionsystemsand theneedfor the package to be ‘user friendly’. Extensive help notes, default valuesfor input parameters,andtrainingexercisesandexamplesall assista noviceuserin mastering a package. In addition to complexity due to on-farm variationsmentionedabove,climateandpricesareoff-farm inputsthatdisplaywidespatialandtemporal variations.

ClimateIn the caseof climate a usermay wish to evaluatemanagementoptionsover arange of seasonal conditions contained in historical records of climate. Oneapproach is to useall historical dataasan input and thenexpresskey outputs,suchas farm profit, asa probability distribution. Anotherapproach is to useaprobability distribution of historical annual rainfall to establish categoriesof‘seasons’ that reflect natural variations,suchas:

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very dry, rainfall likely to be lessthanthis category in 10% of years;dry, rainfall likely to be lessthanthis category in 30% of years;median, rainfall likely to be lessthanthis category in 50% of years;wet, rainfall likely to be lessthanthis category in 70% of years; andvery wet, rainfall likely to be lessthanthis category in 90% of years.

The formerapproachdemandsaccessto a largedatabaseof historical recordsofclimate,particularly if amodel is to apply to awide rangeof locations,eachwitha different climate history. The secondapproach, to select from the samecomprehensive databasea relatively small numberof typical climatecategoriesfor each location, thereby eliminates the need for regular access to a largedatabase of historical records. Both approaches are an attempt to assessmanagementoptionssimulatedby themodel in termsof therisk or likelihood ofcertain outcomes.This is akeyattributeof modelsof beefproduction in variableclimates,which is notobtainedby usingaverageor medianclimatedata. Indeed,if only medianclimate datais used,animalproduction at high stocking ratesisoverestimated becauseyear-by-yearvariations andinteractionsare ignored.8

In addition to analysing historical records of climate, model users arefrequentlyinterestedin evaluatingmanagementoptionsin relationto thecurrentstatusof cattle andforageon a farm andfuture climatescenarios that arebasedon long-termweatherforecasts.13 Currently long-term weather forecastsindicatethe probability of rainfall in the next threeor six monthsbeingaboveor belowmedian rainfall, and the skill of the forecasts is improving.40 To caterfor thisrequirement,modelsmust allow usersto enterpotential future rainfall.

12.3.4 Verifica tion and validationModel verification ensures that the computer programs on which a model isbasedare free of ‘bugs’ andperformproperly within specific limi ts. Usually amodel builder usesspecialinput dataand parameters to test componentsof amodel and their interactions undera wide rangeof operating conditions. Theprogram needsto be correctedif valuesof the variousvariablesandprocessesexceed an acceptable range. Problems may arisefrom a flaw in the algorithmdescribing a process,particularly as upper or lower limit s are approached,orfrom a typing error in the program code. A sensitivity analysis is anothercomponentof verification that indicatesthe relative importance of accuracyinmodel inputs. Here a simulation experiment is designedto test the relativesensitivity of inputsandparametersthat influencea system.Obviouslyaccuracyis more important with sensitive than with insensitive inputs. The relativesensitivity of different inputs is indicatedby comparing the changein outputcaused by a specificchangein thedifferent inputs (e.g.percentchangein outputafter a 5, 10 or 20% changein an input parameter). Whilst verification isprimarily the responsibility of model builders, simple exerciseson theselinesgive model users a good appreciation of the operation and limit ations of amodel.

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Model validationrefersto how well a modelmimics the systemit is meanttorepresent.Validation is commonlydemonstratedby first instructinga model tomimic a wide rangeof scenariosthat havebeenactually observed,and then bycomparingpredictionsfrom a modelagainsttheobservations.Thevalidationdatashouldbe independentof thedatausedin developinga model.Linear regressionsof observationsagainstpredictionsarecommonlyusedto makethe comparisons.Theclosertheslopeandcoefficientof determinationfor a regressionareto unity,and the interceptto zero, the betterthe validity of a model.However,therearetheoreticalandpracticalproblemswith validationbasedon regressionanalysis,41

and the confidenceof the model builders should be recognisedas a modelundergoesdevelopmentand modification.42,43 Of course, serious users alsodevelopconfidencein a model throughlessformal validationsas they comparepredictionsagainsttheir own observationsandexperiences.In practice,validationis anongoingactivity thatwarrantsconsiderableeffort by themodelbuildersandindependentexperts, particularly when the model attempts to mimic largevariation in productionsystemsandis usedasan aid to politically or financiallysensitivedecisions.44 In essencea modelis ‘valid’ whenit sufficiently mimicsthereal world to fulfil its objectives,and when decisionsbasedon the model aresuperiorto thosemadewithout the model.45

12.4 Simple model of herd structure

It is obviousfrom Fig. 12.1andTable12.1thatfor agivenfarm, thenumberandclassof cattle in the animal subsystem depends on the amountand quality ofgrowthin theforagesubsystem. Theseinteractionsarecapturedin thefollowingsimple empirical model of herd structure in relation to broad managementoptions.It alsoillustrateshow a modelthat incorporatesa few basicparameterscanbe a powerful analytical tool.

Thenotionof farm carrying capacity(CC) is agoodstarting point.This is thelong-term safe stocking rate for a farm, one that does not causeecologicaldeterioration of theproduction system.It is a vital conceptfor managedgrazingsystems that incorporate the biological, commercial and social elementspertaining to good land care.It is commonly usedto quantify a farm for saleor leasing in Australia andtheUSA, andbecausedifferent classesof cattlehavedifferentnutritional requirements,it is commonly expressed asadult equivalents(seeequation (12.1)).

In rangelandswhere foragegrowthis dependenton rainfall, carryingcapacityis largely dependent on the amount of forage growth andon the proportionofgrowth that can be eaten(utilisation, U) without causing degradation of thepasture. Thus,basedon the reportby Johnstonet al.32

CC� R �WUE � A � U=I �AE� �12:4�where CC is farm carrying capacity, R is effective rainfall (mm/year, insubtropical climates this is annual rainfall less runoff), WUE is water use

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efficiency(e.g.5kg/ha/mm), A is areaof thefarm (ha),U is safeutilisation (e.g.0.25)andI is annualintakefor anadultanimal(e.g.4000kg/year).Whilst WUEvarieswith theinherentfertility of thesoil, fertili serapplicationsandpresenceoftrees,it is simple to measure. On the other handU is not simply measured butstudies haveshown it ranges from about0.1 in arid infertile environments toabout0.5 in moist fertile environments.Although equation (12.4)demonstratesthe derivation of CC from first principles, in practice farm CC is usuallydetermined from local knowledge and experience.32 The next task is todetermine herd structureor the distribution of carrying capacity acrossthevarious animalclasses.

Whenall cattle on a farm originatefrom the breedingcows(i.e. no off-farmpurchases)the systemis characterisedby threeperformanceindicators, whichunderpin a simplebut versatile mathematical model of herdstructure.

(1) Weaning rates refer to the number of calves weanedper hundred cowsmated.This key indicator dependson the nutritional health statusof cowsandon the numberandfertilit y of bulls. It commonly rangesfrom 95% inhigh-performing herds to less than 50% in herdsof poor performance, avalue that will not sustain the herd in the long term.

(2) Survival ratesrefer to the proportion of eachclassof cattle that surviveayear. Mortality from poor health, accident or predators is common,particularly in extensively-managedbeef production systems. The animalclassesmost prone to mortality are breeding cows and calvessoonafterweaning. Clearly high survival ratesaredesirableandsusceptible classesofcattle commonly receive special feeding to avoid mortality from poornutrition.

(3) Culling ratesrefer to the proportion of breeding cows culled annually forage,infertili ty, or other imperfections.Hence,if the effectivebreedinglifeof a beef cow is about ten years, culling helps to maintain high weaningrates.The rate of culling, plus the mortality of breeding cows definesthenumberof replacement heifers required to maintain a constant numberofbreedingcows.

The following model, which is suitablefor a spreadsheet, providesa ‘steadystate’ estimateof number in thevariousclassesof cattlein aherd(herdstructure,Table 12.1), in responseto a few key assumptions and parameters, and localknowledgeof performancecriteria. The modeldepends on four assumptions.46

First, all animal classeson a farm with breeding and growing cattle can bespecified by a manager, and are related numerically to the number of cowsmated,providedextra animalsare not purchased.Second,the overall carryingcapacity of a farm, in termsof number of adult equivalents, is eitherknown orcanbe estimatedby equation (12.4).Third, for simplicity, cowsandcalvesareregardedasasingle animalclassuntil thecalvesareweaned.Fourth, thenumberof cowsmated(CM) is fixed for eachsituationbecauseif onediesor is culledfrom thebreedingherdit is replacedwith a heifer. Thus the ‘n’ classesof cattleon a farm canbe represented as

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CC� A1�CM � A2�CM � A3�CM � . . . An�CM �12:5�andafter collection of termsandsimplification

CM � CC=X

Ai �12:6�whereAi is a coefficientthat relatesthenumber of animalsin the ‘ i’ th classofcattle to CM, the numbersof cows mated.Ai is the product of four factors:

Ai � PFi � CFi � SRi� BRi �12:7�wherePFi is a flag to indicateif the ith classof animalis present(1, present;0,absent); CFi is a factor to convert the ith classof animal to adult equivalents(Table 12.1); SRi is the proportion of the original number surviving in the ithclass;andBRi is theratio of thenumberof animals in the ith classto thenumberof breederswhensurvival in the classis 100%.

WR is weaning rate, expressedas a percentageof the number of calvesweanedto numberof cowsmated.If half theweaners areassumedto befemale,it follows that BRi�WR/2 for eachclassof steersin the herd,and for heifercattleBRi is similar to steersuntil replacementheifersenterthe breeding herd.

Replacement heifersenterthe breedingherdwhen two or threeyears of ageby adjustingPFi accordingly. First deadcowsarereplaced(DEATHS� percen-tage of CM dying eachyear), then culled cows are replacedaccording to aspecifiedculling policy (CULL� preferredpercentage of CM replacedeachyear).If therearetoo few heifersfor theculling policy, all availableheifersareusedasreplacements andtheshortfall is notedby the lack of surplusheifers forsubsequentsaleand a reducedratio for culling. If thereare too few heiferstoreplacethe deadcowsthe herdcannotbe sustained.Thus for culled cows:

BRcull cows� MAX�0;MIN�CULL;WR=2ÿ DEATHS�=100� �12:8�andfor any surplusfemales

BRsurplus females� MAX�0; �WR=2ÿ CULLÿ DEATHS�=100� �12:9�Oncethenumberof cowsmatedhavebeencalculatedusingequation(12.6),

the number of cattle in the remaining animalclassesis given by

Ni � CM � PFi � SFi � Bri �12:10�wherei > 1 sincefor cows,beingclass1, Ni�CM.

Table 12.2 illustrates the application of this model to four scenariospertaining to breedingandgrowing beefcattleon extensive rangelands.Case1represents a herd where disease and/or poor nutrition severely restrictsperformanceof the breedingherd and this limitation is removed in Case2.Case3 is similar to Case2 exceptfor a 50%increasein farm carrying capacity,which might occurthroughfarm developmentoptionssuchasbuying moreland,controlling woody weedsor sowing improved pasture. Case4 illustrates theeffectson herdstructureof a further improvement in performance of breedingcowsalong with a reductionin ageof selling steersandmatingheifers,asmight

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occur from a further improvementin herd nutrition and management.WhilstTable12.2is astaticrepresentationthatignoresthetransitionalstatesthatwouldoccurwhen changingfrom Case1 to Case4, it showsthebroadimplicationsofmanagementoptions on herd structureand number of cattle for sale. It alsoillustratesthatsimple ‘spreadsheet’ modelscanbea useful first stepin selectingbroadmanagementoptions that warrant a moredetailed evaluation.

12.5 Future developments

Modelling pastureandanimalproduction hascome a long way in threedecades.Its futureasanaid to researchis assuredsinceit providesdirectionandcontextto researchprograms.

While farmershavebeenslow to adoptdecision supportpackagesthat aidroutine decisions,professional advisorswho needto give good adviceto manyclients are more receptiveto new tools that assistin evaluatingmanagementoptions within complex systemsacross a wide rangeof environments. Futuredevelopersof farm managementmodels will probably regard farm advisorsorservice agenciesratherthanfarmersastheprimarycustomers.Also, themodelswill be more user-friendly through the use of improved graphics andvisualisation techniques, and the provision of support and upgrades via theWorld Wide Web.

The scopeand rangeof policy modelsare expandingrapidly becausetheyprovidepolicy makerswith an objectiveassessmentof complexproblems.This

Table 12.2 Herd structuresgeneratedby the simplemodelgiven abovein responsetochangesin keyparametersthatmightoccurashealth,nutritionandmanagementimprovesin a ‘closed’ herdconsistingof breedingandgrowingcattleon extensiverangeland

Key parameters Case1 Case2 Case3 Case4

Farmcarryingcapacity(CC) adult equivalents 1000 1000 1500 1500Weaningratio (WR) (% of cowsmated) 50 80 80 90Cow mortality rate (DEATHS) (%) 15 5 5 3Ideal culling ratio for cows(CULL) (%) 20 20 20 20Age of steersat sale:years 4 4 4 3Age of surplusheifersat sale:years 3 3 3 2

SimulatedresultsTotal numberof cattle in herd 1088 1121 1682 1700Numberof breedingcows 421 303 455 532Proportionof herdasbreedingcows(%) 39 27 27 31Numberof culled cows 42 61 91 106Proportionof breedingcowsculled (%) 10 20 20 20Numberof surplusheiferssold 0 44 66 112Numberof steerssold 99 114 171 227Total numberof cattlesold 141 219 328 446Proportionof salecattle in herd(%) 13 20 20 26

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trend will continue,but policy modelsare likely to expandfrom the traditionalbiophysical base to include socioeconomic componentsand estimatesof theimpact of policies on the ‘tri ple bottom line’ – ecological sustainabilit y,profitability andsocialacceptability.47–49 Indeed,a future challengewill be howto better integratethe technologiespertainingto hardand soft systems,suchaspastureandanimalproductionmodelsbeingpartof participatoryactionresearch,andtherebyinvolving stakeholdersin defining andevaluatingpolicies.16,50

A globalnetwork of information for model developmentandprovensoftwaremodules is expanding through the World Wide Web. Model developers willhave increasing access to libraries of algorithms, and computer operatingenvironmentswhich will encouragemorerapiddevelopmentof newmodels anda rich set of sharedapplications and experiences.However, since models arerepositories for information and results from past research, there remains aglobal need for scientists and government agenciesto organise creditabledatabases of information, which are critical to the future development ofdecision support systems and integrated policy models.51

12.6 References

1. RICKERT K G, STUTH JW, MCKEON GM, ‘Modelling pasture and animalproduction’. In Field and Laboratory Methodsfor Grassland and AnimalResearch, L T Mannetje and RM Jones(Eds), pp. 29–65,Wallingford,CAB Publishing,2000.

2. HERRERO M, DENT JB, FAWCETT RH, ‘The plant/animalinterfacein modelsof grazing systems’. In Agricultural SystemsModeling and Simulation,RM Peartand RB Curry (Eds), pp. 495–542,Marcel Dekker Inc, NewYork, 1998.

3. EBERSOHNJP, ‘A commentary on systemsstudies in agriculture’. AgricSyst, 19761(3) 173–84.

4. BLACK JL, DAVIES GT, FLEMING JF, ‘Role of computer simulation in theapplicationof knowledge to animal industries’. Aust J Agric Res, 199344(3) 541–55.

5. JONESRJ, SANDLAND RL, ‘The relationbetween animalgain andstockingrate.Derivation of the relation from the results of grazing trials’. J AgricSci UK, 197483(2) 335–42.

6. RICKERT K G, ‘Stocking rate and sustainable grazing systems’ . InGrasslandSciencein Perspective, A Elgersma,PC Stuik and L JG vande Maesen (Eds), Wageningen Agricultural University Papers 96.4, pp.29–63.Wageningen Agricultural University, Wageningen,1996.

7. CONWAY GR, ‘Sustainabil ity in agricultural development: trade-offsbetweenproductivity, stability, and equitability’. J Farm SystRes Ext,19944(2) 1–14.

8. RICKERT K G, MCKEON GM, ‘Models for native pasturemanagement anddevelopment in southeastQueensland’.In Ecology and Managementof

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the World’s Savannas, J.C. Tothill and J.C. Mott (Eds), pp. 299–302,1985.

9. MCKEON GM, DAY K A, HOWDEN SM, MOTT JJ, ORR D M, SCATTINI W J,WESTON EJ, ‘Northern Australian savannas: managementfor pastoralproduction’. J Biogeogr, 199017(4–5) 355–72.

10. HALL W H, Near-real Time Finacial Assessment of the QueenslandWoolIndustry on a RegionalBasis. PhD Thesis,University of Queensland,1997.

11. STUTH JW, HAMILT ON W T, CONNERJC, SHEEHY D P, BAKER M J, ‘Decisionsupport systemsin thetransfer of grasslandtechnology’. In Grasslandsforour World, M J Baker (Ed.), pp. 234–42,SIR Publishing, Wellington,1993.

12. LANDSBERG RG, ASH A J, SHEPHERD RK, MCKEON GM, ‘Learning fromhistory to survive in the future: managementevolution on TrafalgarStation, North-EastQueensland’. Rangel J, 199820(1) 104–18.

13. JOHNSTONPW, MCKEON GM, BUXTON R, COBON D H, DAY K A, HALL W B,QUIRK M F, SCANLAN JC, ‘Managing climate variability in Queenslands’sgrazing lands – new approaches’. In Applications of Seasonal ClimateForecasting in Agricultural and Natural Ecosystems – the AustralianExperience, G Hammer, N Nicholls and C Mitchell (Eds), KluwerAcademic Press,Amsterdam, 2000.

14. MCKEON GM, ASH A J, HALL W B, STAFFORD SMITH D M, ‘Simulation ofgrazing strategies for beef production in north-east Queensland’. InApplicationsof Seasonal ClimateForecastingin Agricultural andNaturalEcosystems– the Australian Experience, G Hammer, N Nicholls and CMitchell (Eds), Kluwer AcademicPress,Amsterdam,2000.

15. DONNELLY JR, MOORE A D, FREER M, ‘GRAZPLAN: decision supportsystems for Australian grazing enterprises–I. Overview of the GRAZ-PLAN project,anda description of the MetAccessandLambAlive DSS.’Agric Syst,199754(1) 57–76.

16. ABEL N, ‘Resilient rangeland regions’. In People and Rangelands:Building theFuture, D EldridgeandD Freudenberger,(Eds), Proceedingsof the VI International Rangeland Congress, Townsville, Queensland,Australia, 19–23July, 19991, 21–30.

17. NORTON B W, ‘Differ encesbetween speciesin foragequality. Temperateand tropical legumesand grasses,digestibility’. In Nutritional Limits toAnimal Production from Pastures, JB Hacker (Ed.), Farnham Royal,Commonwealth Agricultural Bureaux, 1982.

18. BROWN JR, ‘State and transitionmodelsfor rangelands.2. Ecology as abasisfor rangelandmanagement: performance criteria for testingmodels’.Trop Grassl, 199428(4) 206–13.

19. HODGSON JG, Grazing Management. Science into Practice, Harlow,Longman, 1990.

20. HEITSCHMIDT RK, WALKER JW, ‘Grazing management: technology forsustaining rangeland ecosystems?’. Rangel J, 199618(2) 194–215.

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21. MINSON D J, WHITEMAN PC, ‘A standard livestock unit (SLU) for definingstocking rate in grazing studies’. Proceedings of the XVI InternationalGrasslandCongress,4–11 October 1989,Nice, France,1989,1117–18,1989.

22. SELIGMAN N G, BAKER M J, ‘Modelli ng as a tool for grassland scienceprogress.’ In Grasslandsfor our World, M J Baker,(Ed.), pp.228–33,SIRPublishing,Wellington, 1993.

23. MONTEITH JL, ‘The questfor balancein crop modeling’. Agron J, 199688(5) 695–7.

24. LOEWER OJ, ‘GRAZE: a beef-forage model of selective grazing’. InAgricultural Systems Modeling and Simulation, RM PeartandRB Curry(Eds),pp. 301–417,New York, Marcel Dekker Inc., 1998.

25. SINCLAIR SE, RICKERT K G, PRITCHARD JR, FEEDMAN – A feed-to-dollarsbeef and deer managementpackage, QZ00004, Brisbane,QueenslandDepartment of Primary Industries, 2000.

26. COX PG, ‘Some issues in the design of agricultural decision supportsystems’.Agric Syst, 1996 52(2) 355–81.

27. BUXTON R, STAFFORD-SMITH M D, ‘M anaging drought in Australia’srangelands:four weddings anda funeral’. Rangel J, 199618(2) 292–308.

28. RICKERT K G, ‘Experienceswith FEEDMAN, a decisionsupport packagefor beef cattle producers in south eastern Queensland’. Acta Hort, 1998476 227–34.

29. CLEWETT JF, ShallowStorageIrrigat ion for SorghumProduction in North-westQueensland. Bulletin QB85002, Brisbane,QueenslandDepartmentofPrimary Industries, 1985.

30. HASSETT RC, WOOD H L, CARTER JO, DANAHER T J, ‘Statewide ground-truthing of a spatial model’. In People and Rangelands: Building theFuture, D Eldridge and D Freudenberger (Eds), Proceedings of the VIInternational Rangeland Congress, Townsville, Queensland,Australia,19–23July, 1999,2, 763–4.

31. HAMMER GL, WRIGHT GC, ‘A theoreticalanalysisof nitrogen andradiationeffectson radiation useefficiency in peanut’.AustJ Agric Res, 199445(3)575–89.

32. JOHNSTON PW, MCKEONGM, DAY K A, ‘Objective ‘‘safe’’ grazing capacitiesfor south-west Queensland, Australia: development of a model forindividual properties’. RangelJ, 199618(2) 244–58.

33. FREER M, MOORE A D, DONNELLY JR, ‘GRAZPLAN: decision supportsystemsfor Australiangrazing enterprises– II. Theanimalbiology modelfor feed intake, production and reproduction and the GrazFeed DSS’.Agric Syst, 199754(1) 77–126.

34. DOVE H, ‘Constraints to the modelling of diet selection and intake in thegrazingruminant’. AustJ Agric Res, 199647(2) 257–75.

35. HALL W B, RICKERT K G, MCKEON GM, CARTER JO, ‘Simulation studies ofnitrogen concentration in the diet of sheepgrazing Mitchell and mulgagrasslandsin western Queensland’. AustJ Agric Res, 2000 51 163–72.

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36. QUIRK M F, STUTH JW, WEST N E, ‘Verification of POPMIX preferencealgorithmsfor estimating diet compositionof livestock’. In Rangelandsina Sustainable Biosphere, Denver,Society for RangeManagement, 1996.

37. SCA, FeedingStandardsfor Australian Livestock: Ruminants. StandingCommittee on Agriculture, EastMelbourne, CSIROPublications,1990.

38. WILLIAMS CB, JENKINS GM, ‘Predicting empty body composition andcompositionof empty body weight changes in mature cattle’. Agric Syst,199753(1) 1–25.

39. RICKERTK G, MCKEON GM, ‘A computer modelof theintegrationof forageoptionsfor beefproduction’. Proc Aust SocAn Prod, 198415 15–19.

40. DAY K A, AHERNS D G, PEACOCK A, RICKERT K G, MCKEON GM, ‘Climatetools for northern grassylandscapes.’ Proceedings of Northern GrassyLandscapesConferenceKatherine, 29–31August2000, Darwin, NorthernTerritory University, 2000.

41. MITCHELL PL, ‘Misuse of regression for empirical validation of models’.Agric Syst, 199754(3) 313–26.

42. HARRISON SR, ‘Regressionof amodel of real-systemoutput:aninvalid testof model validity’ . Agric Syst, 199034(3) 183–90.

43. HARRISON SR, ‘Validationof agricultural expert systems’.Agric Syst, 199135(3) 265–85.

44. SCANLAN JC, MCKEON GM, DAY K A, MOTT JJ, HINTON A W, ‘Estimatingsafe carrying capacities of extensive cattle-grazing properties withintropical, semi-aridwoodlandsof north-easternAustralia’. RangelJ, 199416(1) 64–76.

45. DENT JB, EDWARD JONES G, MCGREGOR M J, ‘Simulation of ecological,social and economic factors in agricultural systems’. Agric Syst, 199549(4) 337–51.

46. RICKERT K G, ESPIEN J, STOCKUP: a program to assess the structure ofbeefcattleherds,Brisbane,Department of Primary Industries, 1990.

47. PANDEY S, HARDAKER JB, ‘The role of modelling in the quest forsustainablefarming systems’.Agric Syst, 199547(4) 439–50.

48. BELLAMY JA, LOWES D, ASH A J, MCIVOR JG, MACLEOD N D, ‘A decisionsupport approach to sustainable grazing management for spatiallyheterogeneousrangeland paddocks’. Rangel J, 199618(2) 370–91.

49. ABEL N, ROSS H, WALKER P, ‘Mental models in rangeland research,communication andmanagement’. Rangel J, 199820(1) 77–91.

50. PARK J, SEATON RA F, ‘Integrative researchand sustainableagriculture’.Agric Syst, 199650(1) 81–100.

51. BESWICK A, JEFFREYSJ, MOODIE K B, ‘Climate databases: fundamental tothe effective managementof Australia’s rangelands’. In People andRangelands:Building theFuture, D EldridgeandD Freudenberger (Eds),Proceedings of the VI International Rangeland Congress, Townsville,Queensland,Australia, 19–23July, 1999,2, 850–1.

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13.1 Introduction

Throughout the European Union (EU) consumers are requiring the food industryto provide them with an increasing range of safe, nutritious and healthy chilledfoods of high sensory quality and an increased shelf-life. To meet the demandfor healthier food of high sensory quality, the use of additives and preservativesis being reduced or eliminated and minimal processing techniques introduced.

To increase food safety whilst maintaining or increasing storage life, aconsiderable amount of time, effort and money has been spent in adoptingHACCP techniques, including the use of mathematical modelling of microbialgrowth, better packaging methods and improved temperature control within thechill chain. Nevertheless there is little, if any, sign within official statistics ofsignificant reductions in the incidence of food-borne illnesses within EUcountries. Over the period 1982–94 cases have risen by 330, 50, and 200% inSpain, Norway and the United Kingdom respectively. In one year, 1988–89,cases rose by 28% in Belgium, 75% in France and between 20 and 26% inGermany. Poultry, red meat and meat products together make up the largestsingle source of food poisoning in the EU. For example, 47% of the outbreaks inBelgium, 38% in Sweden and 45% in the UK were attributed to poultry and redmeat. Wastage due to microbiological spoilage and poor appearance due todesiccation is also high from meat and meat products.

There is no terminal step (such as cooking) to eliminate pathogenicorganisms from many raw products such as red and white meat until it reachesthe consumer. The consumer is relied upon to adequately cook the meatsufficient to kill any bacteria injurious to health prior to ingestion. Several of thepathogens present on meat are psychrotrophic and can grow at refrigeration

13

New developments in decontaminatingraw meatC. James, Food Refrigeration and Process Engineering ResearchCentre (FRPERC), University of Bristol

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temperatures. Centralised processingand preparation of these products isgrowing, increasing the distance and time between initial preparation and theconsumer, thusincreasingtherisk of growth of pathogens. Ideally,someform ofterminal step should be introduced, failing that any step that reducesthemicrobial load would be advantageous to public health and of economicsignificance to the industry. That is provided sucha step did not changetheintrinsic natureof the food, i.e., the ‘raw’ produceor meat must remain ‘raw’ .

It would be expected that improvementsto slaughteringprocedures shouldresult in a significant reduction in bacterial contamination of carcasses.It istherefore very disappointingthat the last published scientific survey(Hinton etal., 1998)reportedthat‘It can. . . besafelyconcludedthatthere is little evidenceof anymajorchangein thebacteriological quality of British beefduringthe last10–15years’.Therewould seemto beno basisfor believing that thesituation isdifferent in the UK from that of other EU member states.The main effect ofintroducing newprocedures,however,appears to be a changein thedistributionof contamination ratherthan a substantial reductionin total number(Jamesetal., 1999).In thefew caseswherea generallylower microbial contaminationhasbeenreported, thereductionswerequitesmall. For example,comparisonsof twodressing methods in New Zealand reported changes ranging from a 1.41decreaseto a 0.5 log10 ColonyFormingUnits cmÿ2 increase in bacterialcountsat different positions(Bell et al., 1993).The application of ‘strictly hygienic’proceduressuchassurgical gloves anddisinfectedknives undernearlaboratoryconditions have been found to have a significant effect on levels ofcontamination. However, attemptsat transferring laboratory technology intocommercialoperations havemet with limit ed success.

Many studieshaveshownthat at the time of slaughterthe muscletissueof ahealthy animal is essentially sterile (Gill, 1979). The surfaceof the meat iscontaminatedwith pathogenic and spoilage organisms during slaughter andsubsequent handling. Exposedsurfaces of the hide, fleece and skin of cattle,sheepandpigs, andthefeathersof poultry arecoveredwith dust,dirt andfaecalmatter. Further contamination can occur from exposure to intestinal contents,which like faecescontain salmonellas and campylobacters – the two mostcommoncausesof food-borne disease. If microbeson thesurfaceof meat couldbe eliminating or substantially reduced immediately after slaughter the risk ofcross-contamination during processing would be substantially reduced.Anefficient method of surface decontamination therefore offers substantialadvantagesin termsof food safety,spoilageandeconomics.

13.2 Current decontamination techniquesand theirlimit ations

Many decontamination techniques have beensuggested and studiedover theyears. However, manyof these haveonly beenattemptedon a laboratoryscale.Methodsof decontaminating meat can be divided into thosethat rely on the

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activity of physicaltreatmentsandothersthatusechemicals to eitherremoveordestroythe microorganisms.

13.2.1 The problems of decontaminating raw meatAnimal carcassesare not ideal shapesto decontaminate.Most decontaminationtreatmentsrely on physicalcontactand uniform coverageof the meatsurface.This is difficult, asthesurfacesof manyproduceandwholeanimalcarcassesarevery irregular.For example,theoutersurfaceof a carcasshasmany crevicesandfolds. Theseareasare very difficult to treat and provide protectionto attachedbacteria.They slow down the penetrationof aqueousand gas treatmentsandcauseshadowingproblemsfor radiationtreatmentssuchasultraviolet (UV) light.As well asprotectingbacteria,theseareasoften clog up with physicalcontami-nation,suchasdirt andhair, anddo not drain well. Pools of wateror chemicalsolutionslying in theseareascanhavea detrimentalaffectson thevisualqualityof the meatandcausedifficulties in controlling the contacttime of treatments.

Thereis much evidencethat the time at which products are treatedgreatlyaffectstheefficacy of decontaminationprocesses. The longerbacteriaresideonproduct surfaces,the moredifficult removalbecomes, becauseof the ability ofbacteriato attach to tissue.Bacteriadiffer in their ability to attach to differentsurfaces and the time they requireto becomefully attached.The formation ofbio-films may increase the resistance of bacteria to disinfectants such aschlorine. Surfactants such as ‘Tween 80’ have beenused to increase surfacewetting,in theory allowing thedisinfectantto ‘get at’ thebacteria. ‘Tween80’ isnot used for food production because it causes unacceptable organolepticchanges. Two surfactants, ‘Orenco Peel40’ and ‘Tergitol’, are usedfor fruitsandvegetablesin the USA (ZhangandFarber, 1996).

13.2.2 The difference betweendecontamination methodsand treatmentsThereis rarely any distinction made in the literaturebetween decontamination‘methods’ (i.e., the method of applying a treatment) and decontamination‘treatments’.This oftencloudsthepractical issuesof decontamination.Thereisoften too much emphasisplacedon the treatment rather than the methodofapplication. Decontamination is not a matter of simply dipping or sprayingtheproduct with chemicals or water,or giving it a quick flashof light. For example,manyfactorsaffect theefficiency of aqueous spraysystems.In automatedspraycabinets thepositionandnumber of thesprays, theshapeof thespray,andspraypressures,all havea significant effecton thetreatmentirrespective of thenatureof the substancebeing pumped throughthe sprays.Many studies haveshownthat the methodof decontamination is often moreimportantthanthe treatment.

Most abattoirshave relied in the paston manualsprays to washred meatcarcasses; thus, automatedspray cabinets have been a natural development.Somestudies,however, haveshownthat a delugemethodof application wherethe carcassis passedunder a waterfall offers a more effective method of

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coverage(DaveyandSmith,1989).Theuseof watersprays is currently themostcommon methodof cleaningcarcasses.Many studieshavebeencarried out tooptimise sprayingsystems and investigate their efficiency. Extensive relatedstudieshavebeencarriedout in theUK by Bailey (1971),in Irelandby Kelly etal., (1981), in the USA by Anderson and co-workers on the CAPER system(Andersonet al., 1984), and in Australia by Smith and Davey (1990). In anumber of these studies the effect of addingorganicacidsand chlorine to thewater systems was evaluated. Together these studies provide essentialinformationon the parametersthat affect spray washing. Physicalparametersinclude spray pressure and flow rate, and nozzle type, configuration and theangle of spray.As well as thesephysical parameters variablessuchas tissuetype, inoculation menstruum, inoculation amount, or temperatureof treatmentall affect the resultof decontamination procedures.

Heat treatments,with or without chemicals,arevery relianton themethodofapplication. To preventcooking the product,suchtreatmentshaveto provideauniform heating of all surfaces for a short period. This is not particularlydifficult to achieve on a laboratory scale,sprayingor dipping small samplesusing hot water for example. Similarly, laboratory studiesusing steamhaveshown that if very high temperaturesareappliedfor very shorttimes,followedby coolingthesurfacerapidly, highbacterial reductionscanbeachievedonmeatwithout affecting the surfaceappearance.However,successfully applyingsuchtechniquesto carcasses in an abattoir,for instance,presentsmanyengineeringchallenges.

13.3 Washing

Washing meat or produce with water can effectively remove physicalcontaminatessuchassoil, hairsandotherdebris,howeverits affecton bacterialnumbersis marginal.Thetemperatureat thesurfaceandthemethodof applyingthe water are the two most important factors in bacterial removal.While it isgenerally accepted that washing is an effective method of removing visiblecontamination from meat carcasses, there is persistentcriticism that it mayredistributebacteriaover thecarcass.At present,mostwashesutili secold waterandtheevidenceis thatcold waterhaslitt le effecton microbial numbers.Trialson sheephaveshownthat washing led to bacterialcontamination of the dorsalarea, which was uncontaminatedbefore washing (Ellerbroek et al., 1999).Contamination on the ventral areawas not reduced, an areamost likely to becontaminated during dressing operations.Residual water remaining on thecarcasswas believed to enhancebacterial multiplication during storage. Coldwaterwashing of beefcarcasseshasbeenshownby onestudyto be ineffectiveand tending to bring abouta ‘posterior to anterior redistribution’ (Bell, 1997).However, another study (Charlebois et al., 1991) found that there was li ttledifferencein the distribution of faecalcoliforms beforeandafter trimming andwashing on beef carcassesin threeabattoirs.

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Washingwith wateralone usuallyobtainsa reductionin microbial numbersof 1- to 2-log-units (10 to 102) on meat.Increasingthe temperatureof thewaterincreasesthe reduction.However, a sprayjet rapidly loses heatby evaporation.Studieshaveshownthat the maximumimpact temperatureon the carcassof asprayplaced30cm awayandsupplied with waterat 90ºCis approximately 63ºC(Bailey, 1971). Abattoirshavealwaysbeenworriedabouttheeffectof hot wateron theappearance of carcasses.However, studies(Smith,1992)haveshown thattreatmentsof 80ºC for 10 s not only significantly reduce bacteriallevelsbut doso without any permanent damageto the surfacetissue.

Automatedwashing systems for meatcarcasseshavelong beenseento betheway forward.Themostcomprehensivepublicly documentedstudiesto datehavebeenontheCAPER (CarcassAcquiredPathogenEliminationReduction) systemdevelopedin the USA and the Australian ‘Deluge’ system. The Australiansystemdepends on the action of hot water solely to decontaminate.While theCAPER system has beendesigned as a two-stage process involving a waterstageto removephysicalcontaminationandorganic acidsto sanitisethecarcass.Commercial spraycabinetssimilar to the CAPER system are available in theUSA, while trials havebeencarriedout on a commercialversion of the delugesystemin Australia.

13.4 The useof chemicals

Many studieshavebeencarriedout to testgroupsof chemicalsfor antimicrobialactivity againstspecificpathogenicandfood spoilageorganisms.A wide rangeof chemicals are known which will destroy or severelylimit the growth ofpathogenic and spoilage bacteria. However, the numberof chemicals that arelikely to be approvedfor useon meatis severely limited (Table13.1), not leastbecause of legal restrictions. While chlorine has been an accepted part ofwashing fruits andvegetablesfor manyyears,chemicalwashing of redmeathasnot generally beenaccepted. The poultry industry hasutilised chlorine to keepchiller waterclean,which hashada knock-onaffecton microbialcounts,but itsuse in the EU is being stoppedfollowing health concerns. More recentlytrisodium phosphate (TSP) has beenusedfor poultry. There is also growinginterest in the use of ozone and naturally occurring antimicrobials. Theeffectivenessof most chemical treatmentsdepends on concentration,applicationtemperature andexposuretime.

13.4.1 Appl ication of chemicalsWhenconsideringall chemicaltreatmentsthemethodof applicationmustalsobeconsidered.In many cases,theseare ‘drop-in’ additionsto the washingprocessratherthanan integralpart of the washingsystem.Most chemicalsareappliedinthe form of aqueoussolutionsthereforeas with water treatmentsthe methodofapplicationwill havea significantinfluenceon how effectivea treatmentwill be.

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Most of thechemicalsdescribedhavebeeninvestigatedin laboratorystudiesby dippingsmallsamplesof meatinto solutionsof thechemicals. Immersion is avery effectivemethodof ensuring full coverageof a product. However, therearea number of practical problems with immersion. Aside from the logisticalproblem of immersing a side or whole carcass, maintaining chemicalconcentration is diffi cult. As well asbeing lost throughspillageandabsorptionby the meat,the activity of the solutionwill changeasthe chemicalreactswiththe microorganismsandother organicmaterial. Acid solutions lose activity asthe anions are easily bound by peptides and proteins releasedby the meat.Chlorine also reacts with organic material. Ozone and hydrogen peroxide insolution rapidly decompose.While immersion maybepracticalfor cutsof meat,(sub)primalsandpoultry carcassesit is unlikely to beadopted for treatingsidesandcarcasses.

Spraying is the most common way of applying chemicals to carcasses.Moststudies haveusedmanual spray devices.The effectivenessof a manualsystem,whether it is using just water or a chemical spray, depends very much on theskill of theoperatorandwill vary from operatorto operator.Thismeansthatanyresults are difficul t to quantify. Even the effectivenessof automatedcabinetsystems depends upon the influence of various physical parameters.Theseparametershave been coveredin the earlier section on spraying with water.Mostof thecabinetstudieshaveusedequipmentbasedon theCAPERsystemoronemadeby USCHAD Co.,thoughanumberof groupshaveusedpurpose-builtsystems.

Table 13.1 Chemicalsinvestigated,with varying success,to decontaminatemeat

Organicacids Lactic, acetic,fumaric, citric, ascorbic,formic, propionic,benzoic,sorbic

Chlorine Gaseouschlorine,sodiumhypochlorite,calciumhypochlorite

Chlorinedioxide

Sorbates Potassiumsorbate,sorbicacid

Polyphosphates (Trisodiumorthophosphate(TSP),sodiumhexametaphosphate,sodiumtripolyphosphate,tetrasodiumpyrophosphate)

Ozone

Hydrogenperoxide

Potassiumchloride

Lysozyme

Disinfectants (Glutaraldehyde(1,5-pentanedial),Polyhexamethylenebiguanidehydrochloride(PHMB), Iodophor,Cetylpyridiniumchloride (1-hexadecylpyridiniumchloride)(CPC),Carntrol(activeingredientcoppersulfatepentahydrate),Timsen(40%N-alkyldimethylbenzylammoniumchloride in60% stabilisedurea))

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13.4.2 ChlorineThevariousformsof chlorineareprobably themostwidely usedsanitisers in thefood industry. They include gaseous chlorine (Cl2), sodium hypochlorite(NaOCl), calcium hypochlorite (Ca(OCl)2), andchlorine dioxide (ClO2). Apartfrom ClO2, which has a different mode of action, these compoundsformhypochlorousacid (HOCl) in aqueous solution, andit is this form that is activeagainstmicroorganisms. The anti-microbial action of all chlorine compounds isdueto their oxidising affect.However, while chlorine is widely usedin the EUby the food industry to washvegetables,particularly saladvegetables,it is notpermittedto beusedon meat. Despite this, scientific trials havebeencarriedouton its applicability. Many studies have shown that applying chlorine atconcentrationsof 200 ppm and aboveto meatcarcasses can produce a 2 log(10)2 reduction in bacterial numbers.Thesereductionscanbe further increasedby raising the temperature of the chlorine. Most pathogenscan be readilycontroll ed, though not eliminated, by chlorine but some would requireconcentrations higher than 200ppm. It is very unlikely that chlorineconcentrationsabovethis level would be allowed legally for meat.

Numerous concernsare increasingly being expressed about the use ofgaseouschlorine andhypochlorite solutions.Amongthese arethe fact that theyreact with phenolic compoundsand the resultant chlorophenols can causetainting at very low concentrations, as well as possible human health risksassociated with chlorinated lipids and proteins. Chlorine dioxide has beenproposedasa safealternativesince it doesnot reactin this way. Therearealsomany practical problems in terms of control of chlorine levels, protection ofdelivery systems from corrosion, etc.

13.4.3 Organic acidsThereare many commerciallyavailableorganicacids. The effectsof differentconcentrations,temperaturesandmixturesof many of these havebeenstudiedonmeatmicro-flora.Acetic andlactic acidhavebeenthemostwidely studiedof theorganic acids, while propionic, citric and fumaric acids have also beeninvestigated.Organicacidsarenaturallypresentin manyfoods,andarerelativelycheapastheyaretheprincipal productsof manynaturalfermentationreactions.

Theeffectof organicacidsdepends on threefactors (Ingramet al., 1956);(i)the effect of pH, (ii) the extentof dissociation of the acid, and (iii) a specificeffectrelatedto theacid molecule. In generaltheantimicrobial actionof organicacidsis dueto pH drop.The lower the pH the greater the effect. Lowering thepH, however, through theaddition of an inorganicacid is ineffective (Reynoldsand Carpenter,1974). Dissociation of the acid is also a factor. Undissociatedweak acids are 10 to 600 times as effective in inhibiting and kill ingmicroorganismsasdissociatedforms (Eklund,1983).Organic acidsaremainlyundissociated when dissolved in water. They therefore have a strongerantimicrobial action than inorganicacids that are totally dissociated in water.Buffering the acids(throughthe additionof a solublesalt of the baseacid) will

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increase their effectiveness, as more undissociatedmolecules will be present.Evenunderthesameconditionsof pH andaciddissociationtherearedifferencesin the antimicrobial actionof variousorganic acids (deKoos,1992),this is dueto the natureof the anion (Smulders,1995).

Washesandsprayscontaining organicacidshavebeensuccessfullyusedindecontaminating beef,lamb,pork andpoultry carcasses.Researchers agreethatorganic acidscanreduce the numbersof pathogenicandspoilage organismsonmeat by typically 1 to 3.5 log microorganismsper g producing an extension ofshelf life of 7 to 17 daysrespectively. In investigationswhere thetemperatureoftheacid is varied,greaterreductionsin bacterial numbersareachievedat highertemperatures.However,in manycases the meat hasbeenimmersed in the acidmixture andit is difficult to separate the effect of the temperaturefrom that ofthe acid.

Studieshavegenerally usedconcentrationsof between2 to 4% with someashigh as24% andit is not clearwhat shouldbe the maximumconcentration.Insome studies concentrations of 2% acetic acid were reported to producediscolouration on pork loins (Cacciarelli et al., 1983). In others, at 3% noadverse effects were found on lean samples but slight off flavours and greydiscolourationwasreportedon fats (Andersonet al., 1979a).Overall, treatmentwith 2% lactic acidsolutionsapplied at a meatsurfacetemperatureof 37ºChavebeendescribed as optimal (Anderson and Marshall, 1989). Someresearchersadvocate a mixture, others singleacids.

It is disappointingthat thereductionsproducedin commercial trials areoftensignificantly lower thanthose foundin laboratorystudies.In laboratorytrials thesamples haveoften beeninoculated with high levels of bacteriaand in thesesituations the acids may be more effective. Also, producing an even surfacecoverageof acid is far easieron a small samplein the laboratorythan over awhole carcassin the abattoir.

13.4.4 PolyphosphatesTrisodium phosphate (TSP) was developed in the US for the control ofsalmonellaonpoultry. TSP(Na3PO4) possibly worksby removinga thin layer offat from the carcasssurfaceand in doing so removing the microorganismsattachedto the surface(Giese,1992),it thencauses ruptureof the bacterialcellmembrane.Rupturedcells arenot protectedandsuccumb to the ionic strengthandhigh pH of the medium.

Thereareconflicting reportson thesensitivities of Gram-positive andGram-negative bacteria to polyphosphates. It has beenreported that Gram-positivebacteriaaregenerally moresensitive to polyphosphatesthanareGram-negativebacteria (Leeet al., 1994),but TSPhasbeenreportedto bemore activeagainstGram-negative bacteria, such as Salmonella spp., Campylobacter spp. andPseudomonasspp.(Corry andMead, 1996).Thereareconflicting reportson itseffectivenesson reducingmicroorganismson red meat tissues(Dickson et al.,1994;Gormanet al., 1995).

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13.4.5 OzoneOzone (O3) is a water-soluble naturally occurring gas that is a powerfuloxidising agent. It is alsovery unstable, on exposure to air andwater it rapidlydecomposesto form oxygen,hencegeneration is usuallyat the point of use.Ingeneral, bacteria are more susceptible than yeasts or moulds; Gram-positivebacteria are more sensitive than Gram-negative; bacterial sporesare moreresistantthan vegetative cells. Temperature, relative humidity, pH, stageofmicrobial growth andorganicmatterpresenthaveall beenshownto affectozoneantimicrobial action.

Gaseousozonewasusedcommercially in the1940sto extendtherefrigeratedstorage life of meat (Ewell, 1943). The use of gaseous ozone in meat-conditioning coolershaslong beenacceptedby the FDA in the USA (Graham,1997). However, meat pigments and fats are sensitive to oxidation by highconcentrationsof ozone(� 10ppm).Studiesusing ozonatedwaterhavereportedconflicting results,somereporting advantages over other chemical treatments,othersshowing no advantages over washing with water alone (Reagan et al.,1996).

13.5 New methods: steam

Steamat 100ºChasa substantially higher heatcapacity thanthesameamount ofwater at that temperature.If steamis allowed to condenseonto the surfaceofmeatit will rapidly raisethesurfacetemperatureof themeat.Oneveryattractivefeature of condensing steamis its ability to penetrate cavities andcondenseonany cold surface.The basis for why steamtreatment neednot cook raw meatwhile killing bacteriaandthepenetrativeability of gaseshasbeendealt with byMorgan et al. (1996a). Heat kills bacteriamainly by inactivating the mostsensitive vital enzymes.Typically theheatof activation of theseenzymesis 8.38to 50.28kJ(g.mol)ÿ1. The heatof activation for irreversible musclecooking is209.5 to 419 kJ(g.mol)ÿ1, substantially higher. Only microgramsof enzymeneed to be inactivated compared to the grams of muscle denatured duringcooking. ‘For a square centimetre of surfacecontaminatedwith 100bacteria,15milli on times asmuch heatis needed to cookthesurfaceto a depth equalto thelength of a bacterium compared to the heat needed to kill all the bacteria’(Morganetal., 1996a).Sincebacteriaarepresentonly on thesurfaceof themeatevenassuming that heatingratesare the sametheoretically the bacteria shoulddie earlier thanthe meat would cook. In fact the meatwill take longersinceitrequires conductive heat transfer through the muscle. Exposure times forchickenmeat in air-free thermally saturatedsteam at varioustemperaturesareshownin Figure13.1,an equivalent time in 100ºCwaterwould be about1000ms.

Water vapourmolecules are much smaller than bacteria,for example 2 by10ÿ4�m in diameter comparedwith 0.7 by 4�m for Salmonella cells (Morganet al., 1996a). Therefore steam is capable of reaching any bacteriain cavities.

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Although the velocity of steamis reduced by cavitiesof diameter lessthanthemean free pathof the gasdensitythis doesnot restrictsteam reaching bacteria.In 140ºC saturatedsteam,the meanfree pathof the steammolecule is 0.4�m,half thediameterof thesmallest cavity capableof containinga Salmonella cell.

To preventcookingthe steammustcondenseon the surfacerapidly, andre-evaporateequallyrapidly. Gasesmoveby eitherflow or diffusion.Flow is rapid,motivatedby a pressuregradient. Diffusion is much slowerandmotivatedby aconcentration gradientof the gasthroughother gases.During steam treatmentair, andanyother non-condensable gaspresent, is concentratedby the inrushofcondensing steamforming a layer around the product surface. This preventssteamflow, slowing condensationasthesteamdiffuses throughthe layer.Non-condensable gasescan come from threesources; gasesaroundthe meatwhenenclosedin the chamber; gasesenteringwith the treatment steam; and gaseswhich have been desorbed by heat from the meat or other surfaces. Thetemperature at which water boils is a function of pressure. At atmosphericpressure, steam will initial ly be created at 100ºC. At lower pressures thegeneration temperaturewill be lower, at higherpressuresit will be higher.

Two laboratorystudieson thedirectapplicationof steamthrougha hoseto ameat carcassreport conflicting results.In one study, direct treatment of porkcarcassesshoweda reduction of total bacterialcountsof 6 log micro-organismsper cm2 (Biemuller et al., 1973).However, the steammarred the appearance of

Fig. 13.1 Time for cookingto beginon broiler meatpiecesexposedto steamat varioustemperatures(adaptedfrom Morganet al., 1996a).

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thecarcasses.In contrast a study on beefcarcassesshoweddirectapplicationtobe ineffective andto reduce storagelife (Andersonet al., 1979b).

The effects of various steamtreatmentson the appearance, shelf-life andmicrobiological quality of chicken portions have been investigated at theUniversity of Bristol (Jameset al., 2000a). Application of steamat atmosphericpressure(100ºC for 10s) on naturally contaminated chicken breastportionsresulted in a 1.65 log10cfucmÿ2 reduction in the numbers of total viablebacteria.However, in comparisonwith untreatedcontrols, this treatmentdid notextend the shelf-life. Steam treatment for up to 10s on chicken portionsinoculatedwith analidixic acidresistantstrainof Escherichia coli serotypeO 80resulted in a maximum reduction of 1.90 log10cfucmÿ2. Overall, resultsindicated that significant reductions in microbiological numbers could beachievedon chicken meatusingsteam.However,the reductionsachievedwerelessthanwould be expected from the time temperaturecyclesachieved.

Additional work at theUniversityof Bristol hascomparedsteamcondensation(100ºC for 8s), hot water immersionalone (90ºC for 8s), and chlorinatedhotwater(250ppm,90ºCfor 8s) for treatinglambcarcasses(Jamesetal., 2000b).Allthreetreatmentsproducedcarcasseswith loweraerobicplatecountsthanuntreatedcontrols(averagecountof 3.2log10cfucmÿ2). Therewasnosignificantdifferencebetweenthesteamandhot watertreatmentswith both treatmentsreducingcountsby approximately1 log10cfucmÿ2. Overall the chlorinatedhot water treatmentreduced counts by 1.6 log10cfucmÿ2. Although chlorine proved the mosteffective, the authorsfelt that current attitudestowards the use of chemicalsrelegatedits usein comparisonwith the other two treatments.

Steamcan be produced undervacuumat temperaturessubstantially below100ºCwithout substantially reducingits heatcapacity. Sub-atmospheric steamhasbeenshownto be an effective way of decontaminatingpoultry drumsticksand carcasses, surface temperatures of 75ºC for four minutes achievingreductions of the orderof 5.5 and3 log, respectively (Klose et al., 1971).

EU andUK government fundedstudies, involving the University of Bristol,have been carried out on the use of sub-atmospheric steam pasteurisationsystems for treatinga rangeof food products (Evans, 1999). During trials eachfood type wasinoculated with a pathogenanda spoilageorganism (Salmonellaenteritidis andPseudomonas fluorescenson poultry, Escherichia coli O157:H7and Pseudomonasfragi on beef and Yersinia enterocolitica and Pseudomonasfragi on pork). The sampleswere treated in a decontamination apparatus(developedaspartof thework,) at temperaturesbetween 55 and85ºCfor timesbetween ten seconds and ten minutes and the reduction in microbialcontaminantsdetermined.As anadditional treatment,organic acidswereaddedbefore heat treatment and their effect quantified. The effects of three acidsappliedat 10 or 55ºCwere investigated(acetic(0.15,0.23or 0.3M), lactic (0.1,0.15or 0.2M), bufferedlactate anda mixture of aceticandlactic acids).Waterappliedat 55ºCwasusedasa control.

In theabsenceof acid or watersprays,steamat75or 85ºCfor 40secondswasrequired in orderto reducelevels of S.enteritidison chickenby 3–4 log cycles.

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Treatmentsof 75ºCfor tensecondsreducedY.enterocolitica onporkskinandE.coli O157:H7 on beefby 2–3log cycles.The addition of organic acidsincreasedmicrobial reductions in all of the threemeatsinvestigated.The application ofacids at high temperature (55ºC)andstrongermolarities wasfound to be mosteffective.Improvedeffectsof theacidswerealsofoundwhen thetimeof contactbetween the acid andthe food prior to steamtreatmentwasincreased.Contacttimesof between four andsix minuteswererequired to achievereductionsin thepathogensstudied by 4 log10 cfu cmÿ2 on pork skin andbetween5–6 log10 cfucmÿ2 on beefor chickenskin. On all meatsacetic,lactic or a mixture of theseacids were most effective, although when water was applied as control,reductions abovethoseachievedby steamalonewererecorded. This indicatedthat someof the actionof the acidswasto wash microbesfrom surfaces.

Whensteamalone wasusedto decontaminatebeefsamplesthe shelf-life ofsamplesstoredat 0 or 10ºCin eithervacuumpacksor air wasextendedonly ifthe storagetemperature was maintained at 0ºC. When acids were applied inaddition to steam treatment the storagelife of pork skin and chicken wasextended.On thepork skin four acidswerecompared (0.3M acetic, 0.2M lactic,an acetic/lactic mixture andbufferedlactic). Of these acids,bufferedlactic wascapable of retaining microbial counts below the pre-decontamination level for14 daysif storedat 0ºCandfive daysif storedat 10ºC.Extensionsin thestoragelife of decontaminatedchickensampleswhentreatedwith organicacids(lactic)andsteamwerealsofound.On theinoculatedandtreatedsamplesof poultry thelevels of TVCs andpseudomonadsremainedbelow 6 log for 2–3 times longerthan the control samples (for three days at 10ºC and 12 days at 0ºC). Totalnumbersof microbeson the treatedsamplesrequiredlongerperiodsof time toreach a set level. This was primarily because they had lower initial levels ofcontamination. The rate of growth of salmonellasurviving the heat treatmentoverthe20-daystorageperiodat0ºCwasnegligibleaswouldbeexpectedat thistemperature.At 10ºCgrowth wasslow, but the overall increase did not exceedone log cycle during the five-day storage.

This studyhasshown that re-contamination, after decontamination, of porkwith Y. enterocolitica did not present a higher risk of increasedgrowth duringaerobic storage(at 0 or 10ºC) on decontaminatedthanon untreatedpork whenthenumbersof backgroundflora werelow comparedto the inoculatedbacteria.The risk was slightly greater when the samples were vacuumpackaged. Onchicken, Salm.enteritidis grew well in aerobic conditions at 10ºC both on thedecontaminatedandthe untreated meat.

As E. coli O157:H7 hasa very low infectious doseand causesvery severediseasethe consequencesof growth could be especially serious. In this study astoragetemperatureof 10ºCwasusedasa ‘worst case’.Whena high inoculum(3.6 log10cfucmÿ2) was used,the multiplication was much more rapid on thedecontaminatedbeef when vacuumpackaged. This was also the casefor thethreeexperimentswith low inoculum, but therewasa greater variability in theresults. Theseobservationsneedto beinvestigatedfurther,particularly asE. coliO157:H7 is known to beresistantto acids.However, it shouldbebornein mind

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that post-processrecontamination is likely to include mainly non-pathogenic(competitive) microorganisms, at least some of which are likely to competesuccessfully with E. coli O157:H7. In addition, raw meatshould be storedattemperaturessignificantly below 7ºC, which is the minimum temperature forgrowth of this pathogen.

In all cases somedegreeof cookingwasapparent on the meatsinvestigated.On thechickenandbeeftheouter layer of musclewasslightly cooked, althoughtheskin of thechickenwasbarelyaffected.With pork skin thesteamtreatmentslightly influencedthe surfacecolour but did not affect consumeracceptabilityof thesamples.Whenacidswereaddedto thepork skin consumers wereabletodetect an acid odour immediately after treatment,although the acid odourdecreased during storage.

Morgan et al. (1996a, b) have developeda device that enablesvery hightemperature surfacetreatment of meat without cooking. This systemutilisesvery rapid cycling (for mill iseconds) of heatingandcooling usingsteamunderpressureand vacuumcooling. Meat samples are placedin a rotating chamberthatasit rotates is exposed to threeotherchambers, a vacuum, steam,andfinalvacuum.This allows temperaturesof up to 145ºC. Tests,using inocula of L.innocua on chicken meat, have shown that substantial reductions can beachieved. Subsequentwork showedthattreatmentat145ºCfor 25msproduceda4 log reduction on raw chickenmeat. Treatment at 121ºCfor 48msproduced a2.5 and1.9 log reductionon beefandpork samples,respectively.

Themostsuccessfulsteamprocessyet, in termsof industrial application, hasbeen that developed in the USA by Frigoscandia, the SteamPasteurisationSystem(SPS).Studieson this commercially available systemfor treating redmeatcarcasseshavebeenconducted andpublished by KansasStateUniversity(Nutsch et al., 1995; 1996, 1997, 1998; Phebuset al., 1996a, b, c, 1997a,b,1999;). Significant reductionsof the orderof 3.5 log-units for specificbacteriahavebeenreported.The full commercial system(SPS400Steam Pasteurisationsystem) consistsof a three-stagecabinet.Washedcarcassespassthroughanair-dryingstageto removeresidual waterfrom thecarcassbeforeanenclosed-steamtreatment stagefollowedby spraycooling.Thefull unit is very large,‘the sizeofa subway car’ (Smith, 1996), and a single-steam unit (SPS 30 SteamPasteurisationsystem) for small abattoirs hasalsobeenmarketed.Approval ofthe use of steampasteurisation as an antimicrobial step in the beef slaughterprocesswasgrantedby the USDA in 1995.

Commercial evaluations of the SPShavebeencarried out in theUK underaMAFF LINK scheme,usinga SPSSC100 cabinet(Eveleigh,2000).Initial trialsshowed that both natural TVC and Enterobacteriaceae counts on carcassesproduced in the abattoir involved in the study were too low to show anysignificant differences in process treatments before and after the SPS.Thusbacteriaweresurfaceinoculatedprior to treatment.TheTVC resultsshowedthat85ºC had little effect, evenfor 12s, comparedto 90ºC, while there was littledifferenceat higher temperatures.This was taken to indicatethat therewereanumber of thermotolerant organismspresent.While results showedthat a 90ºC

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treatment for 8s would satisfyrequirementsfor an effective treatment with theleast effect on carcasscolour, the participantschoseto carry out further trialsusing 90ºC for 10s, eventhoughtherewasa noticeable colour change.

13.6 Other new methods

A whole rangeof more novel techniques,suchasmicrowaves(Patersonet al.,1995)ultra-violet light (Stermeret al., 1987)or visible light (MertensandKnorr1992),havebeensuggested for treatingmeats, andin some casesdemonstratedto be viable alternatives. Most of thesemethodsdependon heatto destroythebacteriapresentthough a numberof non-thermaltreatmentshavebeenproposed(Mertins andKnorr, 1992).

Many of the alternative physical decontamination treatmentsrely on theeffectof radiantenergy on surfacebacteria(Table13.2).Thesemethodsincludeultraviolet radiation (UV), visible light, and lasers. Othersrely on the effect ofelectromagnetic fields andincludemicrowave,electricalstimulation (ES),highvoltagepulsedelectric field (PEF)andoscillatingmagneticfield pulses(OMF).In additionhigh pressures, air ions andultrasoundhavebeeninvestigated.

UV hasbeenusedto extend the storagelife of chilled meat.Many reportsshowthat exposure to UV canreducesurfacecontamination of meat by 2 to 3log10CFUcmÿ2 and it would appear to have no deleterious effects on theappearanceof the meat. Under high intensity UV, exposure times would be<10s. UV appearssuitable for on-line decontamination of meat either ascarcasses,primals or retail cuts. To achieveanevenexposureof all pointson thesurface of the meat appearsto be the main technical problem. The use ofrobotics and automation to orientate the meat with the sourceor move thesource(s)over the surfaceto prevent ‘shadowing’ needsto be examined. Verybrief high intensity pulsesof visible light producea>1 log reductionin bacterialnumbers.Few data,however, are currently availableon the process.Attainingvery high surfacestemperaturesfor a very shortperiod using lasersmight alsohavemuchto offer in the future.

The number of papers on the use of microwave energy for meatdecontamination look promising. Papersreport that a 40 secondexposure can

Table 13.2 Mode of anti-microbial action of different novel decontaminationtreat-ments

Method Mode of actionon microbial cells

Microwave ThermaleffectUltraviolet light UV effectPulsedlight UV (or thermal)effectUltrasound Ruptureof cell membraneUltra high pressure Denaturingof proteinPulsedelectric fields Ruptureof cell membrane

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reducebacterial countson chicken piecesby 2 log (Cunningham, 1978,1980).However, recentwork at the University of Bristol (Goksoy et al., 1999,2000)refute these claims. This work using domestic microwave ovens showedmicrowave heatingto be too unevenand unreproducable to surfaceheatmeatcutswithout cooking.Al thoughtherehavebeennumerouspublicationsclaiminga possible non-thermal antimicrobial affect of microwave exposure mostreviewers of the literature have concluded that any destruction of micro-organismsin a microwave is purely thermal.

Electrical stimulationappears to produce a small reduction in bacterial levelsin laboratorystudiesonmodel foods. Reductionsof up to 6 log10CFUcmÿ2 havebeenreportedafter theapplicationof high voltagePEF(Zhanget al., 1994).Thetechnique, however, is in its early stages and will require considerabledevelopment before it can be applied to small pieces of meat. Similarly theapplication of OMF appears to be an effective meansof destroyingbacteria,especially for treating liquid foods,but is not likely to haveapplicationsin thedecontamination of meatin the nearfuture (MertensandKnorr, 1992).

Ultrasound is effective only in a liquid medium and therefore has limit edapplication for redmeatcarcassesthoughit mayproveuseful for treatingcutsofmeat. Laboratory trials have shown that very high pressure processing is aneffective methodof extendingthe chilled storagelife of highly contaminatedminced meat (Carlez et al., 1994). It also significantly reduces the risk ofsurvival of pathogenic microorganisms.The cost of high-pressureequipmentthat could processsubstantial quantities of meat, however,appears to limit itscommercial uptake.

13.7 Future trends

Meat carcassestypically contain between 101 and 104 microorganismsper g(James et al., 1999). To achieve any significant improvement in themicrobiological condition of suchproducts we require a 4 log-unit reductionin total bacterialnumbers. To dateno adequate methodof achieving this hasbeenfoundwithout affectingthesensorial quality of meat.No treatment,asyet,can be relied upon to eliminate all pathogens.Typical reductionsfor non-chemical andchemicaldecontaminationtreatmentsareshownin Table 13.3andTable13.4, respectively.

With the increase in commercial interest and use of decontaminationtreatments(particularly in theUSA) moreandmorestudiesarebeing carried outin operational abattoirsunlike much of the earlier work that was often on abench scale. In the US commercial abattoirs are utili sing a wide range ofdecontamination treatments, often sequentially.

While steamis beingapplied commercially in America,andundergoingtrialsin the UK, for beefcarcasses,experimentalwork is still ongoingon its useforothermeats. Much work at FRPERChasconcentratedon poultry while othershave even applied it to delicatemeatssuch as fish. Despite the success and

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commercialrealisationof steampasteurisationsystemstherearestill holes in theunderstanding of thesesystems.To realisethe full potential of steamsurfacepasteurisation it is necessaryto understandthe relationship between heating/cooling cycles and appearance/quality changes for foods of interest. Theconditions that will maximise bacterial reduction without significant qualitychanges need to be identified along with the engineeringunderstandingtoproduce those required conditions consistently over the surfaceof food whenpresented at industrial throughputs. While there are effective commercialsystemsavailablethereis much evidencethat thesesystems still requirefurtherdevelopmentto achievefull efficiency.

Many studiesstill concentrateon theefficacyof differentchemicals,oftenascombined chemical solutions. In the EU legal restrictions on the use ofchemicals for treatingraw meat remain. Thus it is still unlikely that chemicalswill find widespread application in the meat industry. However, chemicalwashing of fruits and vegetables is widespread and a growing research topic.Internationally, theleastcontroversial methodsof treatingmeatinvolve washingor someform of heattreatment.

The adoptionof surfacedecontaminationtreatmentsby the meatindustry inthe EU remains restricted by legislation on what should or should not bepermitted. Meanwhile theadoptionof anE. coli ‘zero tolerance’ requirementinthe USA, has effectively forced the American meat industry to use anti-microbial systems.Thus the introductionof efficient anti-microbial systemsin

Table 13.3 Typical microbial reductionsachievedbynon-chemicalmeatdecontaminationtreatments

Treatment Log reduction(APCs)

Water– cold 1–2Water– hot 1–3Steam 2–4 (6)Ultraviolet 0–2Visible light 1–3Microwave 1–2Ultrasound 0–1.5

Table 13.4 Typical microbial reductionsachievedbychemicalmeatdecontaminationtreatments

Treatment Log reduction(APCs)

Organicacids 1–3.5Chlorine 1–2Chlorinedioxide 1–2Trisodiumphosphate 1–3Ozone 0.5–3Hydrogenperoxide 2–3

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other countriesmay be required just to maintain current export markets.Inresponseto American policy, Australian and New Zealand plants are alsoinvestigating anddeveloping anti-microbial systems.

It is debatablewhetherconsumerswill bewill ing to payextrafor saferfood.They logically believe that the food is alreadysafe.Processesthat eliminatepathogensshouldalso produce a substantial reductionin thenumberof spoilageorganismsandhencean extensionof storagelife. This will help the economicsof food production, allowing longer production runs,delivery to more distantmarkets,andreducedwaste.However, theintroduction of surfacepasteurisationsystems does not directly improve profitability by cost savingsor increasedthroughput. Consequently, despitethe obvious advantages to the industry as awholeandtheconsumer, it will beintroducedonly if it is cheap,reliableandhaslow running costs.Atmosphericsteamsurfacepasteurisation hasthepotential tomeetthese requirements.

The majority of previousstudiesinto surfacedecontamination techniqueshavebeenconducted by laboratory-basedmicrobiologists interestedmainly inthe effects of such treatments on specific bacteria.This research cannot besuccessfully scaled up to industrial usefulness becauseof the engineeringproblems in recreating the effective conditions asusedin the laboratory in anindustrial environment. Involving food engineers and skilled microbiologistsfrom theoutsethassignificantly greaterchanceof successful scaleup.Engineersbuilding thelaboratoryequipment will befully awareof theconditionsusedandby direct interaction with microbiologists, have complete knowledge of thebactericidal effects. Becauseof the close collaboration and awarenessof theother disciplines’ limits, the construction of effective large-scale equipment ispossible.

Particularengineeringchallengesexist in thedevelopmentof handlingsystemsfor non-laboratorydecontaminationtreatmentof meats.For treatmentsto beeffective,all surfacesneedto beexposedto thesteamenvironment.This requiresnon-contactor minimal-contacthandlingsystems.Most foodproductsaredelicateandrequiregentlehandlingto avoidbruisinganddamage.Handlingsystemsmustalsointegrateinto theindustrialline andthethroughputratemustbeequivalenttocurrentproductionrates.The handlingandtransportsystemswill differ for eachproducttype andwill be influencedby the treatmenttimesrequired.

The main aim should be to concentrate on pathogens and harmfulmicroorganismson real food surfaces. Typical spoilage organisms are lesshardythanpathogens. Reductions in spoilage microorganismsshouldbeseenasa beneficial ‘ side-effect’ of pathogen destruction conditions. Since foodpoisoning results from ingestion of an infectious dose of pathogens, theabsolute levelsof microorganismsremaining on productsafter treatmentshouldbe usedas the main measureof success. However, inoculation microbiologymay be usedto evaluateprocess parameterrelationshipsfor specific productswithin eachscaleof processingsystem.

Wherework hasbeendonewith realfood, it hasoftenlooked at reductionsininoculated bacteriallevels as the measureof effectiveness. Whilst inoculation

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microbiology allows therelative effectivenessof differentprocessesandprocessvariations to be evaluated, it is not a true representation of ‘real-world’microorganisms.Inoculatedmicroorganisms areusually at much higher levels,differently attached, and in differing growth stages from microorganismstypically found on a food product during an industrial production process.Whilst inoculation microbiology is of usein developing equipment,more trialsshould be carriedout usingnaturallyoccurring contamination. Whilst this willinvolve greater experimentaleffort, the resultswill bedirectly applicableto theindustrial problembecausenatural contamination on food will be considered atthe technologydevelopment stage.

In conclusion,any decontamination systemfor meatadoptedin the EU willdependon a perceivedneedby governmentandfood retailers,andwill probablyrequire changes to current legislation. The EU Scientific Committee onVeterinary measures relating to Public Health havepublished views regardingdecontamination for poultry carcasses(EU, 1998). It is probable that anydecontamination systemfor redmeatwill needto addressthe recommendationsof this report.The Committee recommended that:

1. Antimicrobial treatmentshouldbe usedonly aspart of an overall strategyfor pathogencontrol throughoutthe whole production chain.

2. Before any decontamination compoundor decontamination technique isauthorisedfor useit shouldbe fully assessed.

3. The person/company proposing such a decontamination compound ordecontamination techniquemustdemonstratethat all aspectsarecovered.

4. The person/organisation using a decontamination compoundor decon-tamination techniquemustdemonstratethat effectivecontrol of parameterscritical for efficacy and safeuseare in place and that good practice andappropriateHACCP plansare implemented.

5. Basedon theconclusionsof their report,a frameworkis establishedfor theassessmentof decontaminationcompoundsor decontamination techniquesproposed.

13.8 Sourcesof further information and advice

An extensivereviewof decontaminationhasbeenpublished by JamesandJames(1997)at the University of Bristol andregularupdatesmade in 1999and2000.Goodgeneral reviewsof decontaminationandcontamination issueshavebeenpublished in recent yearsby Bolder (1997), Corry and Mead (1996), Dorsa(1997), Sofos et al., (1999), Bjerklie (2000). An overview of contamination anddecontamination issuesinvolving poultry meathasbeendiscussed by Smulders(1999). Useful booksinclude those editedby Gould (1995), Smulders (1987),andEllerbroek(1999).

Reviews of specific subjects include Jeyamkondanet al., (1999) on pulsedelectric field processing,Kim et al., (1999)on ozoneapplications andMertens

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and Knorr (1992) and Palmieri et al., (1999) on non-thermal preservationmethods(suchas pulsedelectric fields, pulsed light and oscillating magneticfields).

13.9 References

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ANDERSON, M E, MARSHALL, R T, STRINGER,W C and NAUMANN, H D (1979b),‘Microbial growthonplatebeefduringextendedstorageafterwashing andsanitising’,Journal of Food Protection, 42(5), 389–392.

ANDERSON,M E, NAUMANN, H D andCOOK,N K (1984),‘Design specificationsof ared meat carcasswashing and sanitising unit’, Presented at the 1984Winter Meeting of theAmericanSociety of Agricultural Engineers,PaperNo. 84-6546.

BAILEY, C (1971), ‘Spray washing of lamb carcasses’, Proceedingsof the 17thEuropean. Meeting of Meat Research Workers, Bristol, PaperB16, 175–181.

BELL, R G (1997),‘Distribution andsourcesof microbial contamination on beefcarcasses’, Journal of AppliedMicrobiology, 82, 292–300.

BELL, R G, HARRISON, J C L andROGERS,A R (1993),‘Preliminary investigation ofthe distribution of microbiological contamination on lamb and beefcarcasses’, MIRINZ Technical Report927.

BIEMULL ER, G W, CARPENTER, J A and REYNOLDS, A E (1973), ‘Reduction ofbacteriaon pork carcasses’,Journal of Food Science, 38, 261–263.

BJERKLIE, S (2000),‘Interventionoverview’, Meat Processing: North AmericanEdition, June,94, 96–97.

BOLDER,N M (1997), ‘Decontaminationof meatandpoultry carcasses’,TrendsinFood Science& Technology, 8(7), 221–227.

CACCIARELLI, M A, STRINGER,W C, ANDERSON, M E and NAUMANN, H D (1983),‘Effects of washingandsanitising on bacterialflora of vacuum-packagedpork loins’, Journal of Food Protection, 46(3), 231–234.

CARLEZ, A, ROSEC, J, RICHARD, N andCHEFTEL, J (1994),‘Bacterial growth duringchilledstorageof pressuretreatedmincedmeat’,Lebensmittel-Wissenschaftund Technologie, 27, 48–54.

CHARLEBOIS,R, TRUDEL, R andMESSIER,S (1991), ‘Surfacecontamination of beefcarcassesby faecal coliforms’, Journal of Food Protection, 54(12),950–956.

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Decontamination of Meat, Concerted Action CT94–1456, University ofBristol Press.

CUNNINGHAM, F E (1978), ‘The effect of brief microwavetreatment on numbersof bacteriain freshchickenpatties’,Journal of FoodProtection, 57, 296–297.

CUNNINGHAM, F E (1980), ‘Influ enceof microwaveradiation on psychrotrophicbacteria’, Journal of Food Protection, 43(8), 651–655.

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DICKSON,J S, CUTTER,C G N andSIRAGUSA,G R (1994), ‘Antimicrobial effects oftrisodium phosphate against bacteria attachedto beef tissue’, Journal ofFood Protection, 57(11), 952–955.

DORSA, W J (1997), ‘New and establishedcarcassdecontamination procedurescommonly used in the beef-processing industry’, Journal of FoodProtection, 60(9), 1146–1151.

EKLUND, T (1983), ‘The antimicrobial effect of dissociated and undissociatedsorbicacid’, Journal of Applied Bacteriology, 54, 383–389.

ELLERBROEK, L (ed.) (1999)COSTAction 97 – Pathogenic micro-organismsinpoultry and eggs.8. NewTechnology for Safeand Shelf-stable Products,Luxembourg: Off ice for Off icial Publ ications of the EuropeanCommunities.

ELLERBROEK, L I, WEGENER, J F and ARNDT, G (1993), ‘Does spray washing oflamb carcasses alter bacterialsurface contamination?’, Journal of FoodProtection, 56:5, 432–436.

EUROPEANUNION (1998), Benefitsand Limitations of Antimicrobial Treatmentsfor Poultry Carcasses, Reportof the Scientific Committeeon VeterinaryMeasuresrelating to Public Health,30 October 1998.

EVANS, J A (1999),‘Novel decontamination treatmentsfor meat’, in Ellerbroek,L, COSTAction97 – Pathogenic micro-organismsin poultry andeggs.8.NewTechnology for Safeand Shelf-stableProducts, Luxembourg: Officefor Official Publicationsof the European Communities,14–21.

EVELEIGH, K (2000), ‘Carcassdecontamination’, Meat and Poultry 2000 –Seminar1, CampdenandChorleywood Food ResearchAssociation,UK,17 July 2000.

EWELL, A W (1943), ‘Allie s of refrigerationin food preservation’, RefrigeratingEngineering, 43, 159–162.

GIESE, J (1992), ‘Experimental process reduces Salmonella on poultry’ FoodTechnology, 46(4), 112.

GILL, C O (1979), ‘A review: Intrinsic bacteria in meat’, Journal of AppliedBacteriology, 47, 367–378.

GOKSOY, E O, JAMES, C and JAMES, S J (1999), ‘Non-uniformity of surfacetemperatures after microwave heating of poultry meat’, Journal of

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Microwave Power and Electromagnetic Energy, 34(3), 149–160.GOKSOY, E O, JAMES, C and CORRY, J E L (2000), ‘The effect of short-time

microwave exposureson inoculated pathogenson chicken and the shelf-life of uninoculatedchickenmeat’,Journal of FoodEngineering, 45,153–160.

GORMAN, B M, SOFOS,J N, MORGAN, J B, SCHMIDT, G R and SMITH, G C (1995),‘Evaluation of hand-trimming, various sanitisingagents, and hot waterspray-washing as decontamination interventions for beef brisket adiposetissue’,Journal of Food Protection, 58(8), 899–907.

GOULD, G W (1995), NewMethodsof FoodPreservation, Blackie Academic andProfessional, Chapman& Hall, London.

GRAHAM, D M (1997), ‘Use of ozone for food processing’, Food Technology,51(6), 72–75.

HINTON, M H, HUDSON,W R andMEAD, G C (1998), ‘The bacteriologicalquality ofBritish beef1. Carcassessampled prior to chill ing’, Meat Science, 50(2),265–271.

INGRAM, M, OTTAWA, F J H andCOPPICE,J B M (1956),‘The preservative actionofacid substances in food’, Chemistry and Industry, 42, 1154–1163.

JAMES,C andJAMES,SJ (1997)MeatDecontamination – theStateof theArt. EUConcerted Action Programme: CT94 1881, University of Bristol.

JAMES,C, NICOLSON,M andJAMES,SJ (1999),Review of microbial contaminationand control measures in abattoirs, FRPERC, University of Bristol.

JAMES, C, GOKSOY, E O, CORRY, J E L and JAMES, S J (2000a), ‘Surfacepasteurisation of poultry meat using steam at atmospheric pressure’,Journal of Food Engineering, 45, 111–117.

JAMES, C, THORNTON, J A, KETTERINGHAM, L and JAMES, S J (2000b), ‘Effect ofsteamcondensation, hot water or chlorinated hot water immersion onbacterial numbers and quality of lamb carcasses’, Journal of FoodEngineering, 43, 219–225.

JEYAMKONDAN, S, JAYAS, D S and HOLLEY, R A (1999), ‘Pulsed electric fieldprocessingof foods:A review’, Journal of FoodProtection, 62(9), 1088–1096.

KELLY, C A, DEMPSTER, J F and MCLOUGHLIN, A J (1981), ‘The effect oftemperature, pressureandchlorine concentration of spray washing wateron numbers of bacteria on lamb carcasses’ , Journal of AppliedBacteriology, 51, 415–424.

KIM, J-G,YOUSEF,A E andDAVE, S (1999), ‘Application of ozonefor enhancingthe microbiological safety and quality of foods: A review’, Journal ofFood Protection, 62(9), 1071–1087.

KLOSE, A A, KAUFMAN, V F, BAYNE, H G andPOOL,M F (1971),‘Pasteurisationofpoultry meat by steam under reducedpressure’, Poultry Science, 50,1156–1160.

LEE, R M, HARTMAN, P A, OLSON, D G andWILLIAM S,F D (1994), ‘Bactericidal andbacteriolytic ef fects of selected food-grade phosphates, usingStaphylococcusaureusas a model system’, Journal of Food Protection,

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57(6), 276–283.MERTENS,B and KNORR, D (1992) ‘Developmentsof non-thermal processesfor

food preservation’,Food Technology, 46(5), 124–133.MORGAN, A I, GOLDBERG, N, RADEWONUK, E R andSCULLEN, O J (1996a), ‘Surface

pasteurization of raw poultry meatby steam’,Lebensmittel -Wissenschaftund Technologie, 29, 447–451.

MORGAN, A I, RADEWONUK, E R and SCULLEN, O J (1996b), ‘U ltra hightemperature,ultra short time surfacepasteurisation of meat’, Journal ofFood Science, 61(6), 1216–1218.

NUTSCH, A L, PHEBUS, R K, SCHAFER, D, PRASAI, R K, UNRUH, J, WOLF, J andKASTNER, C L (1995), ‘Use of steam for reduction of Escherichia coliO157:H7, Salmonel la typhimurium and Lister ia monocytogenespopulations on raw meat surfaces’, Food Safety Consortium, AnnualMeeting, Agenda,Presentations and Progress Reports, 25–26 October,KansasCity, Missouri, 102–108.

NUTSCH, A L, PHEBUS, R K, SCHAFER, D, WOLF, J, PRASAI, R K, UNRUH, J andKASTNER, C L (1996), ‘Steam pasteurization of beef carcasses’ ,Cattlemen’sDay 1996,Report of Progress756, Agricultural ExperimentStation, KansasStateUniversity, 1–3.

NUTSCH,A L, PHEBUS,R K, RIEMANN, M J, SCHAFER, D E, BOYER, J E, WILSON, R C,

LEISING,JD andKASTNER,C L (1997),‘Evaluation of asteampasteurisationprocess in a commercial beef processing facility’, Journal of FoodProtection, 60(5), 485–492.

NUTSCH,A L, PHEBUS,R K, RIEMANN, M J,KOTROLA, JS,WILSON,R C, BOYER,JE andBROWN, T L (1998), ‘Steam pasteurisationof commercially slaughteredbeef carcasses: Evaluation of bacterial populationsat five anatomicallocations’, Journal of Food Protection, 61(5), 571–577.

PALMIERI, L, CACACE, D and DALL’AGLI O, G (1999), ‘Non-thermal methodsoffood preservationbased on electromagnetic energy’, Rivista ItalianaEPPOS, 27, 5–11.

PATERSON,J L, CRANSTON,P M andLOH, W H (1995),‘Extendingthe storageli feof chilling beef: microwaveprocessing’, Journal of MicrowavePowerandElectromagnetic Energy, 30(2), 97–101.

PHEBUS,R K, NUTSCH,A L andSCHAFER, D E (1996a), ‘Laboratory andcommercialevaluation of a steampasteurisation process for reduction of bacterialpopulations on beef carcasssurfaces’, Proceedings of the 49th AnnualReciprocal Meat Conference, 49, 121–124.

PHEBUS,R K, NUTSCH,A L, SCHAFER,D E andKASTNER,C L (1996b), ‘Eff ectivenessof a steampasteurisation process for reducing bacterial populationsonbeef carcasses in a commercial slaughter facil i ty’ , Food SafetyConsortium, Annual Meeting, Agenda, Presentations and ProgressReports, October 21–22,KansasCity, Missouri, 198–202.

PHEBUS, R K, NUTSCH, A L, SCHAFER, D E andKASTNER, C L (1996c),‘Effectivenessof steampasteurisationat reducingnaturallyoccurringbacterialpopulationsat five anatomicallocationson commerciallyslaughteredbeef carcasses’,

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KASTNER, C L, WOLF, J R and PRASAI, R K (1997b), ‘Comparisonof steampasteurisation and other methodsfor reductionof pathogenson freshlyslaughteredbeefsurfaces’,Journal of Food Protection, 60(5), 476–484.

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HARRIS, L. and RETZLAFF, D. D. (1999) Antibacterial effectivenessof asecond generation steam pasteurization system for beef carcassdecontamination. Cattlemen’s Day 1999, Report of Progress 831,Agricultural ExperimentStation, KansasStateUniversity. 4–6.

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(1996), ‘Trimming and washing of beef carcassesas a method ofimproving the microbiological quality of meat’ , Journal of FoodProtection, 59(7), 751–756.

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SMITH, M G andDAVEY, K R (1990), ‘Destruction of Escherichia coli on sidesofbeefby ahot waterdecontaminationprocess’, FoodAustralia, 42(4),195–198.

SMULDERS, F J M (ed.)(1987), ‘Eliminationof PathogenicOrganismsfrom Meatand Poultry’, Elsevier: Amsterdam-New York-Oxford.

SMULDERS, F JM (1995),‘Preservationby microbial decontamination;thesurfacetreatment of meatsby organic acids’, in Gould, G W, New MethodsofFood Preservation, Elsevier: Amsterdam-New York-Oxford, Chapter 12,253–282.

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14.1 Introduction

The meat industry has trailed far behind other industries as far as processautomation is concerned. The reason is that until recently the biological variationin the raw material made it very difficult to automate. However, the developmentof faster computer techniques, more sophisticated sensors and more advancedvision techniques has facilitated progress of automation in the meat industryduring the last decade. In many industrialised countries there is an increasingshortage of labour. Compared to most other industries the working environmentin the meat industry is characterised by noise, draft, humidity, cold and repetitivework under pressure. Dealing with the slaughtering of animals, separation andmovement of the various components of the carcass, and disposal of waste is alsoboth physically demanding and, for some, unpalatable. The meat industry is not,therefore, very attractive for prospective employees, especially young people. Toovercome potential labour shortages and get better returns from its existingworkforce, the meat industry has come under increasing pressure to automate themost labour-intensive parts of meat production. These pressures have beenincreased in Europe by relatively static overall consumption of meat over the lastdecade and the increasing pressure on margins in meat processing.

Automation, however, always requires a high level of investment. Areasonable payback time is realistic only in industries with high productionvolumes and high labour costs. There is the additional risk that automationcreates more repetitive and uninteresting work, exacerbating potential labourshortages. Profitable automation of processes in the meat industry requires acertain degree of uniformity in the raw material. This is the main reason whyautomation has come much further in the pig, poultry and lamb industries than in

14

Automated meat processingK. B. Madsen and J. U. Nielsen, Danish Meat Research Institute,Roskilde

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the beef sector.Automation has the potential to createend products of moreuniform quality. If machineryis properlycleanedandsterilised,it alsobecomespossible to producesaferproducts.However,if these high hygienicstandardsarenot maintained,automatedproduction may severelycompromisemeatsafety.

In beef production the first use of robotic equipmentwas in splitting acomplete carcassinto carcasssides.A numberof manufacturersproducesuchequipmentwhich replacesthisparticularlyarduousmanualprocess.However, theperformanceof such equipmentis still not satisfactoryin termsof theaccuracyofsplitting the carcassdown the centre of the spinal column, and the hygieneproblemsassociatedwith the depositionof bonedust and other detrituson theediblesurfacesof thecarcass.TheseproblemshavebeenhighlightedrecentlybytheBSEcrisis in Europe.During the1980sa very comprehensiveandambitiousAustralian developmentproject called ‘Fututech’ was startedwith the aim ofautomating thecompletebeefslaughteringprocess. For a numberof reasonsthisproject fai led and was abandoned (Purnell , 1998). Other attempts atcomprehensiveautomationof the beef slaughteringprocesshavebeenmadeintheUSby theTexasBeefGroupandin theUK by theUniversityof Bristol. Noneof them has,however, yet resultedin commercialequipmentfor the industry(Purnell, 1998). Semi-automaticequipmentfor grading of beef carcasseshasbeen developedby companiesin Denmark, Germany,Australia and Canada.They are all basedon vision imageanalysis(VIA). Someof them are usedindaily productioneventhoughnoneof themhasyet beenapprovedby the EU.

Automation of sheepand lamb slaughtering hasmainly beencarried out inAustralia and New Zealand.The Meat Industry Research Institute of NewZealand (MIRINZ) has in particular been very active in this area. Severalmanual operations have beenmechanised,improving both process efficiencyandhygiene,thoughlambproductionis still not fully automated(Templeret al.,1998).In contrast,automatedslaughtering andpreparation of poultry is carriedout at very high line speeds,thoughit requiresbirds to be of uniform sizeandshape. Recentlyresearch using sensor-driven robotic techniquesto improve thecutting processhasbeencarriedout in UK andUS,althoughtheseprocessesarenot yet commercialised(Purnell,1998).

This chapter will , however, deal mainly with the automation of pigslaughtering processes. Denmark has for many years been a leader in theautomation of primary and secondaryprocesses in pig slaughtering. This hasbeenpartly due to high labour costs,but is alsodueto theco-operativestructureof the Danish meat industry which has enabledjoint financing of the highdevelopmentand investment costsof processautomation.

14.2 Current developments in robotics in the meat industry

Standard robotshavebeenin usefor manyyearsin manyindustries.However,the meat sectorhasbeenreluctantto introducestandard industrial robots for anumber of reasonsincluding:

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• the harshnessof the environment in the meatindustry• the speed,reliability andcostof the robots• the complexity of the processes involving handlingbiological materials.

The use of dedicated automatic equipment has thereforebeen the dominantfeature for themeatsector.However, standard modernmulti-axisrobots,usedincombination with advancedvision andhigh-speeddigital video techniques,haveprovidedthe foundationfor developing dedicated automatic machinery for themeatindustry.Thesetechniqueshavespeeded up the developmentprocessandhelpedto find solutionswhich were simply not possible a few yearsago.

During the last few years industrial robotswith namessuch as ‘Clean RoomRobot’, ‘Envirobot’ and‘Shiny Robot’ havebeen introducedto themeat industry.Industrial ResearchLtd., New Zealand, hasmarketing the Envirobot for handlingorganic products in harshenvironmentssuch as the food industry. It has beendeveloped especiallyfor slaughterhousesin Australia andNewZealand,whereit isusedfor the critical so-called Y-cuts in connectionwith dehiding and cutting oflamb carcasses and for sawing through the breastbone on cattle carcasses. TheEnvirobot is madeof stainlesssteeland resistsharshcleaningmaterials and thecorrosivechilled environmentin slaughterhouses(Purnell,1998).

TheGermancompanyKUKA Roboter GmbHhaspatenteda cabinetfor theirrobots,which is capable of resisting the harshslaughterhouseenvironment. Atpresentit is installedat the Gilde HedOpslaughterhousein Norway andat theFACCSA slaughterhousein Spain. The robot, which performscertaincutsandjet-ink printing on pig carcasses,is guided by a vision camera. The KUKA robotseemsto providea cheapersolutionto theenvironmental problemspresentedbyslaughterhouseconditions than the Envirobot (Khodabandehloo, 1999). TheGerman company imt-Peter Nagler GmbH has patenteda robot packagingsystem‘Ulixes Sortierer’ for high-speed packagingof hot dogs, bacon andsimilar products.This systemshould havegoodmarket penetration asit replaceswhat was a time-consuming and arduousmanual operation with significantpotential hygiene risks (Wolf, 1999). Traditional industrial robots areincreasingly usedfor packaging and palletisation in the food industry becauseproductsat thatstagehavea very well definedshapeandareeasyto handlewithtraditional robot programming solutions.

14.3 Automation in pig slaughtering

Table 14.1 provides an overview of the handling of slaughter pigs fromtransportationof thelive animalsthroughtheslaughterprocessto thepackagingof thefinal products.Thepre-slaughterhandlingof theanimals is importantbothfor animal welfare and for ensuring good meatquality. The transportation ofanimalsto the slaughterhousehasto be performedasgently aspossible. Oftenthe pigs are delivered from the farmer in the samegroupsin which they arereared.At themostadvancedslaughterhousesthepigsareheldin thelairageand

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driven to stunningin these groups, thus preventing fighting and stress. CO2-stunning is becoming moreandmore widespreaddueto advantages with respectto animalwelfare andmeatquality. Equipment for automatic CO2-stunning ofgroupsof 5–6pigs, developedby theDanishMeatResearchInstitute (DMRI), isbeing installed in manyEuropeanandAmerican slaughterhousesat themoment(Christensenet al., 1997).

Shackling and sticking of the stunned animalswill probably neverbe fullyautomated,as the animals are still alive at the time of these operations.Apartfrom thesetwo operationsandthegambrelling operation,all otheroperationson

Table 14.1 Schematicoverviewof the pig slaughterprocess

Processsection Main subprocesses

Live animalhandling Transportationto slaughterhouseUnloadingof pigsVeterinaryante-morteminspectionRestperiod in lairageTransferto stunningCO2 stunning/electricalstunning

Sticking andbleeding ShacklingSticking andbleeding

UN Surfacetreatment ScaldingC DeshacklingL MechanicaldehairingE GambrellingA SingeingN Rind scraping/polishing

C Eviscerationandtrimming CarcassopeningL Removalof secondaryorgansE Removalof stomachandintestinesA Removalof pluckN Preparationfor splitting

Carcasssplitting

Inspectionandquality Veterinaryinspectionof carcassesmeasurements andcuts

CarcassweighingCarcassclassification

Downstreamprocesses CarcasschillingSorting into quality groupsStorageandtemperatureEquilibration

Secondaryprocesses CarcasscuttingBoning andtrimming of cutsPackaging

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theuncleanslaughterline(scalding, singeing, scraping andpolishing) havebeencarried out automatically for severalyears. Dehiding, which is rarely doneoutsidethe Far East,is only partly automated.

Carcasssplitting eitherby choppingor by sawinghasbeen automatedfor manyyears.A few years ago the Dutch company STORK MPS launchedthe F-linemodular series of dedicated robots,which are now operational in a numberofcountries.They havebeen installedin slaughterhouseswith line speeds of 600pigsperhour(or more)in asingleline layoutor 1200pigsperhour in adoubleline (VanOchten,1999).In theF-lineconcept,thefollowing processeshavebeenautomated:

• cutting of the pelvic symphysis• openingof the abdomen andthe thorax• removalof the fat end• neckcutting• removalof the leaf lard.

The Danish companySFK-Danfotechhas, in co-operationwith the DanishMeat ResearchInstitute (DMRI), developed a seriesof dedicated robots forautomation of slaughterline processes. The robot series is manufactured asseparate modules, each robot having its separatehydraulic station and PLCcontrol. All robotshavecapacities for between360 and400 carcassesper hourandmaybeinstalled separately or asa line dependenton therequirementsof theslaughterhouse.The seriesof robotsconsistsof:

• a measuringunit to determine the lengthof the pig carcass• throatcutter• fat enddropper andhamdivider• carcassopener• evisceration equipment• equipment for back finning• a carcasssplitting machine.

All therobotsareoperationalin anumberof slaughterhouseseitherindividually oras more or less completelines (Anon., 2001). Automatic weighing of dressedcarcassesin connectionwith carcassclassification is performed either semi-automaticallyor fully automatically(ultrasound,vision or opticalprobes)on mostmodernslaughterlines.Theonly two fully automaticclassificationsystemsaretheDanish CarcassClassificationCentredevelopedby the DMRI and the AUTO-FOM systemdevelopedby theDanishcompanySFK-Technology(Madsenet al.,1992;Brandscheidet al., 1997).

14.4 Casestudy: the eviscerationprocess

The eviscerationprocess,which involves the cutting and removal of the pig’sinternal organs,is one of the most demandingoperationson the slaughterline.Even when slaughterhousestry to easeindividual operatorstrain through job

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rotationanda practicaldesignof thework place,intestineandpluck removalarestill the mostdifficult processesto manon the slaughterline.Until recentlytheseoperationshavebeencarriedout manuallyasno automaticequipmenthasexisted.

Manual eviscerationat Danishslaughterlines with capacitiesof 360–400pigsperhouris normally carried out by threeoperatives. Thefirst operativecutsfreethe intestinal tract from the abdominal cavity and then separates the pluck setandthe intestinal tract insidethe carcassby cutting the oesophagusclose to thestomach. Finally he lifts the intestines weighing about 10kg into a conveyortray. The secondoperative loosens the diaphragm and leaf fat. The thirdoperative cutsthepluck setloosefrom thethoracic cavity andneckandlift s thepluck setweighingabout5kg onto a conveyorhook.The evisceration process,particularly the cutting of the oesophagusclose to the stomachinside thecarcass,risks causing contamination of the carcasswith pathogenicbacteria.

Both from a working environment, a cost and a hygienepoint of view, theeviscerationprocessis anobviouscandidatefor automation. This hasbeendonesuccessfully by the DMRI in co-operation with the Danish companySFK-Danfotech. The automatic evisceration equipment (Fig. 14.1) is capable ofhandling 360 carcasses per hour including the necessary cleaning anddisinfection.The pluck setandthe intestinal tract are removedtogether by therobot, allowing separation to be done manually outside the carcass, thusimproving hygiene comparedwith existing manual methods. The equipmentalso eliminatesthe heavywork of li fting the intestinal tract andthe pluck set.

Basically, the automatic evisceration system consists of a measuring stationandahandlingstation. Themeasuring stationmeasurestheposition of theelbowof thepig carcass, which is anatomically closeto wherecuttingoperationsoccur,allowing the handling station to identify where to cut into the carcass.Themeasuring station is positioned on the slaughter line prior to carcassopening.The handling stationcontainsseventools (asshownin Fig. 14.1):

1. A thoraxopener.2. Units for fixing the carcass.3. An integrated tenderloin cutter, resistance bracketand lung loosener.4. Conveyor systems for transporting the pig carcassinto and out of the

handlingstation.5. A special unit cutting the intestinal attachment to the spine and cutting

throughthe diaphragm at the spine.6. An intestine shovellifting up the intestines.7. Bracketsfor detachment of the diaphragm and leaf fat. A motorised knife

integrated in eachbracketcuts throughthe diaphragm.

A completecyclefor thehandling of acarcassconsistsof thefollowing steps:

1. The carcassarrivesat the handlingstation.2. The carcassis pushedinto the machine by the conveyor system(4), data

from the measuring stationare transferredto the handling station and thetools takeup their startingposition.

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3. The carcassis held in the fix ing unit (2).4. The intestineshovel(6) lifts up the intestineshangingout from the opened

carcasstherebyexposing the insertion points for the leaf fat brackets.5. The leaf fat brackets(7) arepushedinto the carcassandopened.6. The thorax is openedby the thoraxopener(1).7. The intestine shovel(6) is withdrawn.Intestineshangingout will fall down

throughthe opening between the leaf fat brackets.8. The knivesbuilt into the leaf fat brackets cut free the diaphragm.9. The backcutter(5) is moved along thespineandpenetratesthediaphragm.

The backcutteris thenmoved upwardsalong thespine andcutsthroughthediaphragmandthe connectivetissuebetween spineandthe intestinal tract.(Operations9 and10 arecarriedout simultaneouslywith operations4 to 8).

Fig. 14.1 Automaticeviscerationsystem.

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10. The tool containing the tenderloin knife (3) moves downwards. Havingpassedthe hind legs the knife is turnedin. The knife cuts the tenderloinsalongthe spine.The knife is movedout. The tool is now placed on top ofthe diaphragm with a predetermined force thereby acting as resistanceduring the following leaf fat loosening.

11. The leaf fat brackets (7) are movedupwardsinside the pig. The bracketspassbetween the leaf fat andabdominal wall therebydetaching the leaf fatcompletely.

12. The tool (3) continuesdownwards into the thoracic cavity of the carcasstherebyloosening possible adhesions between the lungs and the thoracicwall. At thesametime thethorax is openedfurtherby thethoraxopener(1)to facilitate the detachment process.

13. Thetool (3) is taken out horizontally from thethoracic cavity of thecarcass,pulling the organs out.

14. The thorax opener(1) and the fixing units (2) are moved back to theirstartingpositions.

15. The carcassis pulled out of the handlingunit.16. The tools are washedfirst in cold and then in hot water before the next

carcassarrives.

As mentionedpreviously, the machine is capable of handling360carcassesperhour. This implies a total operation cycle of 10 secondsfor eachcarcass.Atpresentthecutting anddivisionof thepluck setinto theindividual organs is alsoin the processof beingautomated by the DMRI. This is a difficul t taskas thepluck set is not very well defined. Automatic equipment for this purposeisexpected to be availableby 2004.

14.5 Automation of secondaryprocesses

The main secondary processesare cutting and boning of carcasses.Theseprocessesinclude:

• carcasscutting• cutting of the middle• boning of the fore-end• hind-leg boning• boning andtrimming of bellies• boning andtrimming of the loin.

14.5.1 CarcasscuttingAf ter chill ing andtemperatureequalisation for about20 hoursthecarcasshasatemperatureof approximately 2ºC. For further processing the carcassis mostoften cut into the primary cuts:hind leg, middle andfore-end. Fully automaticequipment performing this operation was developedby the DMRI and is

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marketed by the Danish company ATTEC. The equipment consists of aconveyor andthreestations:

1. a laying-down station2. a measuring station3. a sawingstationwith a hind leg sawanda fore-end saw.

At the laying-downstationthe two half carcassesarepositionedhorizontally ona conveyor. Simultaneously the gambrel is taken off andthe hind feet aresawnoff. Theconveyor bringsthecarcassto themeasuring stationwhereahooktakeshold of the pubic boneof eachhalf carcassand brings it to a fixed positionrelativeto the hind leg saw.During this movement the position of theelbow ofthe two half carcassesis recorded. Theconveyor afterwardstakesthecarcasstothe sawingstation.During transportto the sawingstation the fore-end saw ispositionedaccording to therecordedpositionof theelbowof thecarcass.At thesawingstationthe half carcasses are divided into fore-ends,middlesand hindlegs.

14.5.2 Cutting of the middleIn many current slaughterlines the rib topsarecut off manually with a circularsawandtheloin andthebelly aresubsequently dividedmanually by abandsaw.Theseprocesses,however,cansoonbeautomatedfully. TheCanadiancompanyLeBlanc is marketing equipment for splitting the loin and the bellyautomatically. QuebecIndustrialResearch Centre (CRIQ) recentlypresentedaprototype for cutting off the rib tops automatically (RobocutTM). During 2002ATTEC will market equipmentfor cutting off the rib topsanddividing the loinandthe belly automatically. This equipment(Fig. 14.2)hasbeendevelopedbythe DMRI. The equipment consistsof:

• a conveyor• a measuringstation• a sawing station.

Theconveyor is equippedwith a graspingdevice,which pulls therib topsout totheir full length.This straightens out the backbone, simplifying the subsequentsawing off of the rib tops. After fix ing in the conveyor, the middle passesthroughmeasuring stations,which measuresthe length and any inaccuracy intheearlier carcasssplitting. Basedon these measurements, thesawsareadjustedto cut off the belly from the loin andsubsequentlycut off the loin from the ribtops.

14.5.3 Boning of the fore-endBoning of fore-ends hasmost often beendonemanually. However, the DutchcompanySTORK MPS is marketing equipmentfor press boning of fore-ends.The equipment has a tool consisting of two halves with indentations

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corresponding to the bonesin the fore-end. The fore-endis placedbetween thetwo halves.Thesearepressedtogether andthe meatis squeezedoff the bones.The disadvantageof usingthis methodis that thetexture of themeatis changed,andthemeatcancontainsplintersof bone.As a result,theuseof this equipmenthasnot becomewidespreadin the industry.

Against this backgroundthe DMRI hasdevelopedequipment which cancutoff the riblet and neck-bone automatically from fore-ends (Fig. 14.3). TheTownsendcompany will market the equipment during 2002. The equipmentoperatesasfollows:

• a conveyor, equippedwith a grasping devicesimilar to that described in theprevioussection,catchestheneck-boneof the fore-end andstraightensit outto simplify the later removalof the neck-bone

• the fore-endthenpassesa number of measuring stations andknives• the first knife loosensthe meatbehindthe neckbone• the next knife loosensthe deeperportion of the neck-bone• the riblet is cut free by a sword-like knife mountedin a 3-axis robot• thefore-end now passes a saw,which cutsoff theriblet andsaws throughthe

first neck joint• finally, themeatis pulledoff theneckbonebeforethelastknife cutstheneck

bonefree.

The remaining processes of removing the shankbones,humerusand shoulderblade will becarried out by equipment which is currently beingdevelopedat theDMRI and is expected to be marketed by the middle of 2004.

Fig. 14.2 Automatedsecondaryprocesses:cutting of the middle.

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14.5.4 Hind leg boningBoningof hind legshasto bedonevery precisely asit is themostexpensive cut.For this reasonit is still most often done manually. However, in 1998 theJapanesecompanyMYCOM at the IFFA exhibition in Frankfurtdemonstratedequipment called Hamdas, which boneshind legsautomatically. However,thisequipment has a low yield and it will probably take someyears before thisprocessis completely or partly automated.

14.5.5 Boning and trimm ing of belliesBoningof belliesis alsomost oftencarriedout manually. It mayalso takeyearsbefore this process is completely or partly automated. However, CRIQ hasdevelopedequipment which can cut the ribs off the belly by using a vision-guidedrobot.Trimming of belliesis alsostill normally carriedout manually. Atthe beginning of 1990 the Danish companyLumetech marketed equipmentwhich trimmed bellies by using water jets and vision guided robots, but thesystemneverachievedwidespreadusein industry becauseof its high price.

14.5.6 Boning and trimm ing of the loinBoningof loins is anotherpredominantly manual process,particularly asloin isan expensive cut requiringa high degreeof accuracyandskill. It will probablytakeanumberof yearsbefore this processis completelyor partly automated.Fat

Fig. 14.3 Automatedsecondaryprocesses:boningof the fore-end.

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trimming of loins has, however, been automated for a number of years. Anumber of companiesare marketing so-calledloin pullers where the loin ispulled through a fixed shaped knife. The DanishcompanyCARNITECH hasimprovedthis concept by controlling theshapeof theknife with a computer. Onthe basisof information from measuring the thickness of the fat, a computeradjusts the position and shapeof the knife cutting off the fat, making the fattrimming of the loin more precise.

14.6 Future trends

Within the next few years slaughtering of pigs aswell assecondaryprocessingwill be partly automated.Fig. 14.4shows the layout of an automated slaughterline of the future.Thereare,however, a numberof issueswhich still needto beresolved beforeautomation canprogressto this point.

14.6.1 Automation and hygieneIn automated, high-speedproduction,sterilisation of toolsandequipment will beof great importance in preventingcross-contamination. This is an areawhichrequiresmajor attentionin the future. In many cases the presentdisinfectionofmachinerybetween theprocessingof individualproducts is not sufficient. Moreattention hasto bepaid at the designstageto theeaseof cleaning the tools thatget into contactwith the products. Often a dedicated disinfectionsystemhastobe usedfor eachindividual type of equipment.Applicationof severalstepsforwashing and disinfection of automatic equipment has proved to be veryeffective. In addition, varying water pressures and temperatures helps tooptimise cleaning.A possibility might also be application of lactic acid fordisinfection of especially exposedtools. This disinfectionmethodis, however,not yet permittedeverywhere.

14.6.2 Automation and managementWith the increased automation of previously manual operations atslaughterhouses,it is also necessaryto focus on the new challengesfacedbyline andsupervisory staff. Increasedautomation will influenceandchangethecurrentrole of operatives,their level of responsibility andthequalificationstheyneed.In the future:

• Supervisorswill havefewerandmoredemanding operativeswho wantmoreinfluence on their working situation. The supervisorwill therefore havetospendmoretime on managementandestablishment of goodco-operationandtraining of the production team.

• The quality of products will to a large extent dependon the automaticproduction equipment.Much moreattention will thereforehaveto bepaid tothe surveillance and control of the automatic machineryin order to secure

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Fig. 14.4 Layout of an automatedslaughterline of the future.

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high yield andshortdowntimes.The operativeswill not only haveto monitorthe automatic equipment andmakeminor adjustments, but mustalso checkthequality of theproducts. This requireswiderknowledgebothfor operativesandfor productionmanagement.

Automation will also change the present organisation and communicationstructure:

• It may requireproductionteams of butchers, maintenance staff andmachineoperatives working separately for the production manager.Payment of theemployeeswill probablybeon a teambasis.This might easeintegrationandco-operation between the traditional trade groups, ensuring higherproductivity andbetterquality of endproducts.

• The supervisor will haveto act ascoachfor the productionteam.• Therewill be a requirement for fuller and more rapid communication with

managementas well as a continuous dialogue with the production andmaintenancedepartments.

On thewhole,thechangefrom mainly manual craft-basedproduction to almostfully automated productionwill give the production management many newchallenges.

14.7 Referencesand furth er reading

ANON. (2001),Automatic slaughterline for pigs.Fleischwirtschaft International,March.

BRANDSCHEID, W. et al. (1997), Bestimmung der Handelsklassen und desHandelswertes von Schweinchal f ter mi t dem Gerat Autofour.Fleischwirtschaft 77(7).

CHRISTENSEN, L. et al. (1997), New Danish developmentsin pig handling atabbatoirs. Fleischwirtschaft 77: 604–607.

KHODABANDEHLOO, K. (1999), Advancing robots in the meat industry. MeatAutomation No. 2.

MADSEN,K. B. (1994),Automationin thePig Slaughterline. ECCEAMST course,September.

MADSEN, K. B. et al. (1992), Fremgangsma˚de oganlag til behandling ellerundusøgelseaf slagtokjoppe,Patent6295/86.

NIELSEN, J. U. (1999),Automatic evisceration of pigs. Meat Automation No. 2.PURNELL, G. (1998)RoboticEquipment in theMeatIndustry.MeatScience, Vol. 49.TEMPLER, R. et al. (1998) New Automation Techniquesfor Sheepand Beef

Processing,Meat AutomationNo. 2.VAN OCHTEN, S. (1999),Automation for theslaughter line. Meat AutomationNo. 2.WOLF, A. (1999),High-speedpackaging usingrobots.Meat AutomationNo. 2.ZINK, J. (1995), Application of automation and robotics to pig slaughtering.

Proceedingsof 41st ICOMST.

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15.1 Introduction

The American Food and Drug Administration (FDA) reckons – ‘conservatively’,according to one official – that there may be anywhere between 24 and 81million cases and 10,000 ‘needless deaths’ from food poisoning in the US everyyear. In England and Wales reported cases of food poisoning have increasednearly fivefold over the last decade. In addition to the human cost the economicloss in terms of working days and medical treatment in the US is between $5billion and $6 billion. A study of one outbreak ofSalmonella enteritidisin theUK calculated that it cost the country between £224 and £321 million. Even asuperficial examination of the problem reveals that temperature control is theprime factor that determines the safe distribution life of many foods includingmeat. Temperature control also determines the ultimate eating quality andeconomic yield of the product.

Temperature is one of the major factors affecting microbiological growth.Microbiological growth is described in terms of the lag phase and the generationtime. When a microorganism is introduced to a particular environment there is atime (the lag phase) in which no increase in numbers is apparent followed by aperiod when growth occurs. The generation time is a measure of rate of growthin the latter stage. Microorganisms, have an optimum growth temperature atwhich a particular strain grows most rapidly, i.e. the lag phase and generationtime are both at a minimum. They also have a maximum growth temperatureabove which growth no longer occurs. Above this temperature, one or more ofthe enzymes essential for growth are inactivated and the cell is considered to beheat-injured. However, in general, unless the temperature is raised to a pointsubstantially above the maximum growth temperature then the injury is not

15

New developments in the chilling andfreezing of meatS.J. James, Food Refrigeration and Process Engineering ResearchCentre (FRPERC), University of Bristol

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lethal and growth will recommence as the temperature is reduced. Attainingtemperaturessubstantially abovethe maximum growth temperature is thereforecritical during cooking andre-heating operations.

Of most concern during storage, distribution and retail display of meatandmeat products is a third temperature, the minimum growth temperature for amicroorganism. As the temperature of an organism is reducedbelow that foroptimum growth then the lag phaseand generation time both increase.Theminimum growthtemperaturecanbeconsideredto bethehighest temperature atwhich eitherof thegrowthcriteria, i.e., lag phaseandgeneration time, becomesinfinitely long. The minimum growth temperatureis not only a function of theparticular organism but alsothetypeof foodor growthmediathat is usedfor theincubation.Although some pathogenscangrow at 0ºC, or evenslightly lower,from apracticalpointof view therisksto foodsafetyareconsiderably reducedifmeat is maintainedbelow 5ºC.

Meat may also become microbiologically unacceptableas a result of thegrowth of spoilage microorganisms.Their growth can produce unacceptablechanges in the sensory quality of many foods and their rate of growth is alsovery temperaturedependent.The developmentof off odoursis usually the firstsign of putrefaction in meat and occurs when bacterial levels reachapproximately 107 per cm2 of surface area. When bacterial levels haveincreased a further tenfold, slime begins to appearon the surfaceand meatreceived in this condition is usuallycondemned out of hand.At 0ºC beefwithaverageinitial contamination levels canbe kept for at least15 daysbefore anyoff odourscanbedetected.Every 5ºCrise in thestoragetemperatureabove0ºCwill approximately halve the storage time that can be achieved. So from aspoilagepoint of view, andthe underlyingeconomic consequencesof extendedstorage/distribution life, temperature is again a very important factor in foodproduction.

Meatexhibits otherparticular quality advantagesasa result of rapidcooling.In meatthepH startsto fall immediately afterslaughter andprotein denaturationbegins.The resultof this denaturation is a pink proteinaceous fluid, commonlycalled ‘drip’, often seenin pre-packaged joints. The rate of denaturation isdirectly relatedto temperatureandit thereforefollows thatthefasterthechillingrate the lessthe drip. Investigations using pork and beef muscles haveshownthat rapid ratesof chill ing canhalve the amount of drip loss.

A final, but important, quality and economic advantageof temperaturecontrol is a reduction in weight loss, which resultsin a higher yield of saleablematerial. Meat hasa high watercontent andthe rateof evaporation depends onthe vapourpressureat the surface.Vapour pressureincreaseswith temperatureand thus any reduction in the surface temperature will reduce the rate ofevaporation.The useof very rapidchill ing systemsfor pork carcasseshasbeenshown to reduceweight by at least 1% when comparedwith conventionalsystems.

In a world where consumers require ‘safe food’ of high quality withoutadditives andpreservativesthentemperature is the critical control factor. Most

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of the previous discussion has centredaround chilled foods, but to providelongersafeshelf-lives thancanbe producedby chilling, temperaturecontrol inthe form of freezingis againthe answer.

15.2 The impact of chilling and freezing on texture

Whilst a number of characteristics affect theoverall quality andacceptability ofboth fresh and frozen meats, tenderness is the major characteristic of eatingquality becauseit determines the easewith which meat can be chewedandswallowed. The tendernessof meat is affectedby both chill ing/freezing andstorage. Under the proper conditions, tendernessis well maintainedthroughoutthe chilled/frozen storage life, but improper chilling/freezing, can produceseveretougheningandmeatof pooreatingquality. Refrigerationhastwo criticalroles in meattenderness.One is in the prevention of muscleshorteningin theperiodimmediatelyfollowing slaughter.The secondis in theconditioning of themeatso that the desired degreeof tendernessis obtained.

Chilling hasseriouseffects on the texture of meatif it is carried out rapidlywhenthemeatis still in thepre-rigor condition,that is, before themeatpH hasfallen below about 6.2 (Bendall, 1972). In this state the muscles containsufficient amountsof the contractile fuel, adenosinetriphosphate (ATP), forforcible shorteningto setin asthetemperaturefalls below11ºC,themostsevereeffect occurring at about3ºC. ‘Cold-shortening’ first becameapparent in NewZealand,when tough lamb beganto be producedroutinely by the improvedrefrigeration techniques that were introduced after the SecondWorld War(Locker, 1985).As ‘rules of thumb’, cooling to temperaturesnot below10ºCinten hours for beef and lamb (Offer et al., 1988) and in five hours for pork(Honikel, 1986)canavoid cold-shortening.

Thaw shortening, which occurs when a rapidly frozen muscle is thawed,resembles cold-shortening in that it setsin while the level of contractile fuel(ATP) is still high. However, it differs because the amount of work doneandforce developed are much higher. With ‘thaw-shortening’ the temperature israisedthroughthe dangerzonefrom 0 to 10ºC, whereasin cold-shortening it isreducedthroughthiszone.Therateof contraction dependsentirelyon therateofthawing. Rapid thawing of a freely suspended,unloadedmuscle strip causesverydramaticshorteningoftento lessthan40%of the‘frozen’ length. Theterms‘conditioning’, ‘ageing’, ‘ripening’, ‘maturing’ and‘the resolution of rigor’ haveall beenapplied to the practiceof storing meatfor periodsbeyondthe normaltime taken for cooling and setting, to improve its tendernessafter cooking.Conditioning imposes a severe limitation on processingconditionsbecauseit isa slow process.

The bulk of investigations to determine the time required for tenderisingchanges to take place in beef have been carried out in North America.DeatherageandHarsham(1947) investigatedthe changes in beefat 0.5 to 2ºCandfoundthat thetendernessof cookedsirloin (Longissimusdorsi) increasedup

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to 17 days storagewith some additional improvement up to 31 days. Theyconcludedthatunlessbeefis to beagedbeyondfour weeks,it needonly beaged2.5 weeks.Doty andPierce(1961)also showedthatconditioning for two weeksat 0.5 to 2ºC improved texture and caused very substantial reductions in theshearstrength of cookedmeat,but much lesschangeoccurred during the nexttwo weeks. Increasingthe delay period before freezing, enhances tendernessbecausemeat agesat chill temperaturesbut not at normal freezertemperatures.Meat which has beenconditionedprior to freezing is more tender than thatfrozen within one or two days and the differenceis maintained throughoutfrozen storagefor nine months.

Freezing rateaffectstherate of tenderisingafter thawing but not theultimatetenderness.Freezing at ÿ10ºC more than doublesthe rate; freezing in liquidnitrogen almosttreblestherate.Freezingis known to causestructuraldamagebyice crystal formation. It seems likely that ice crystals, particularly smallintracellular ice crystalsformedby very fast freezingrates,enhance the rate ofconditioning probably by releaseof enzymes(Dransfield, 1986). Repeatedfreeze-thawcyclesusingrelatively low freezing ratesdoesnotseemto causeanyenhanced tenderising(Locker andDaines,1973).

15.3 The impact of chilling and freezing on colour

Theappearanceof meatat its point of sale is themostimportantquality attributegoverning itspurchase.The ratio of fat to leanandtheamountof marbledfat areimportantappearancefactors andanotheris thecolour of themeat.The changesin colour of the muscle and blood pigments (myoglobin and haemoglobin,respectively) determine the attractivenessof fresh red meat, which in turninfluences the consumers’ acceptance of meat products (Pearson, 1994).Consumersprefer bright-red freshmeats, brownor grey-colouredcookedmeatsand pink cured meats(Cornforth, 1994). Red colour is more stableat lowertemperaturesbecause the rate of oxidation of the pigment decreases. At lowtemperatures, the solubility of oxygen is greater and oxygen consumingreactions are sloweddown. There is a greater penetration of oxygen into themeat andthe meat is redderthanat high temperatures.

Changes in colour have been reported resulting from chilling treatment.Taylor et al., (1995) found that electricalstimulation of pork producedhigherlightness(L), i.e., paler, valuesthan those measuredin non-stimulated sides.Spray chill ing of pork hassomeeffect on its colour during the initial chillingperiod (Feldhusen et al., 1995a). After four hours of chilling themusculatureofsprayed ham becomes lighter and red and yellow values decrease.However,after 20 hours there was no significant differencein the colour values.Thesurfaceof the skin becomeslighter after spraychilling.

Newly cut conditionedmeat is known to showa brightersurfaceaftera shortexposure to air than unconditioned meat(Doty and Pierce,1961;Tuma et al.,1962;1963).MacDougall (1972)studiedthe effects of conditioning on colour

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andon subsequent storagein packagesof high oxygenpermeability typical ofthoseusedfor display and in vacuumpackages of low oxygen permeability.Meat, when cut and exposedto air, changed from dull purple red to a brightcherry red, which is measuredas an increase in ‘lightness’, a ‘hue’ changetowards red and an increase in ‘saturation’. The magnitude of the changeonblooming for conditioning meatascomparedwith unagedwasthesame size for‘ li ghtness’ but was twofold greater for ‘hue’ and threefold greater for‘saturation’. Conditioned meat,when freshly cut, was lighter but more purplethanthe unconditioned.After onehour exposure to air, conditionedmeathadaredder ‘hue’ which was considerably more saturatedand intense than theunconditionedsamples.Thesechanges in lightness,hueandsaturation producedby conditioning result in a brighter, more attractive appearance. The overallcolour improvement was of a similar magnitudeto that which occurred onblooming.

The colour of frozen meat varies with the rate of freezing.Taylor (1930,1931)reported that, asthe speedof freezingdiminished, the appearance of theproduct changed and at very low rates there is a marked development oftranslucence.Laterexperimentshavedemonstratedadirectrelationshipbetweenfreezing rate and musclelightness;the faster the rate the lighter the product.Guenther andHenrickson(1962)found that 2.5cm thick steaksfrozen atÿ9ºCweredark.Thosefrozenatÿ34 toÿ40ºChadthemostdesirablecolour andthatthose frozen at ÿ73 to ÿ87ºC tended to be pale. Jakobssonand Bengtsson(1969, 1973) obtained similar results; very rapid freezing in liquid nitrogenspray at a freezing rate of about 13 cm hrÿ1 produced meat which wasunnaturally pale.Ai r blastfreezing at 2 cm hrÿ1 gavethebestfrozenappearancewhile very slow freezingat 0.04 cm hrÿ1 resultedin a darker colour and theformation of ice on the product surface. Zaritzky et al. (1983)reported that thesurfaceof liver frozenat high rateswas lighter in colour. Thesedifferences infrozen meat lightnessresult from the dependenceof ice crystal growth on thefreezingrate.Smallcrystalsformedby fastfreezingscattermorelight thanlargecrystalsformedby slow freezingandhencefast frozenmeatis opaqueandpaleand slow frozen meat is translucent and dark. ‘Freezer burn’ is the mainappearanceproblemthat traditionally affectedtheappearance of meatin frozenstorage. Desiccation from thesurfacetissuesproducesa dry, spongylayer that isunattractive and does not recover after thawing. This is commonly called‘freezer-burn’. It occurs in unwrapped or poorly wrappedmeat.The problem isaccentuated in areas exposed to low humidity air at high velocities,andby poortemperature control.

In thawedmeat therateof pigmentoxidation is increased(Cutting,1970) andtherefore the colour will be less stable than in fresh. On prolongedfrozenstorage, a dark brown layer of metmyoglobin may form 1–2mm beneaththesurfaceso that on thawing the surface colour will rapidly deteriorate. Meat,which haslost its attractivenessduring frozen storagebecauseof oxidation ofoxymyoglobin on the surface, will remain brown after thawing. Unwrappedmeatthawedin high humidity air, wateror in steamundervacuumappears very

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white andmilky after thawing. However, if thenstoredin a chill roomfor 10 to24 hoursit will be almostindistinguishablefrom fresh meat.Unwrappedmeatthawedin air at high temperaturesandlow humidities will takeon a dark,dry,tired appearance. It will not recoverits appearance during chilled storageandwill often requireextensive trimming before sale.

15.4 The impact of chilling and freezing on drip lossandevaporative weight loss

15.4.1 Drip lossThe quality of fresh meat exposedfor retail sale is initial ly judged on itsappearance. The presenceof exudate or ‘drip’ , which accumulates in thecontainer of pre-packaged meat or in trays or dishes of unwrapped meat,substantially reduces its salesappeal(Malton and James,1983). Drip can bereferredto by a numberof different namesincluding ‘purge loss’, ‘press loss’and ‘thaw loss’ depending on the method of measurement and when it ismeasured.

In general,beef tends to lose proportionately more drip than pork or lamb.Sincemostof theexudatecomesfrom thecutendsof musclefibres,smallpiecesof meatdrip morethanlargeintact carcasses.The proteinconcentrationof dripis about140mg/ml,about70%of thatof meatitself. Theproteinsin drip aretheintracellular, solubleproteinsof the musclecells. The red colour is due to theprotein myoglobin, the main pigmentof meat.

The problem of drip lossis not, however, confinedto retail packs. The meatindustry useslarge bonelessprimal cuts,which arepacked in plastic bags,fordistribution throughout the trade.Thesemay be storedunderrefrigeration formany weeksbefore useandduring this time a considerablevolumeof drip mayaccumulate in the bag.Not only doesthis exudatelook unattractive but it alsorepresentsanappreciableweight lossto theuserwhenthemeatis subsequentlyremoved from its container.

Excessive drip could have a small effect on the eating quality of meat.Perceived juicinessis one of theimportantsensory attributesof meat. Drynessisassociated with a decreasein the other palatability attributes,especially withlack of flavour and increasedtoughness(Pearson, 1994). However, moisturelossesduringcookingaretypically anorderof magnitudehigherthanmost driplosses during refrigeration. Consequently, small differencesin drip loss willhavelittle effecton eating quality.Thepotential for drip lossis inherent in freshmeat and is influencedby many factors. Thesemay include breed, diet andphysiological history, all of which affect thecondition of theanimalbeforeit isslaughtered. Af ter slaughter, factors such as the rate of chill ing, storagetemperatures,freezingandthawingcanall influencethe drip produced.

Rapid cooling of meatimmediately afterslaughter will reducedrip lossaftersubsequentcutting operations.The potential for drip loss is establishedin thefirst periodof cooling, thetemperature rangeconducive to drip is downto about

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30ºCor perhapsa little lower. Therearea numberof publicationsshowing thatrapid cooling canreduce drip production.Taylor (1972)compared two coolingtreatments for pig carcasses.In 38 out of 40 pairedlegs, the drip losswaslessafter thequickercooling. Thedifferencevariedbetween breed andrangedfromapproximately 1.6–2fold.

Gigiel et al. (1985) removedcylindrical samples of muscle from freshlyslaughtered beef. The curved surface and one end of the cylinder weresurrounded by insulation and the free end placedin contact with solid CO2.Since heat was extractedfrom only one end this produceda wide rangeofcooling ratesthroughthe lengthof the cylinder. Af ter cooling andequalisation,thecylinderwascut into discsandthedrip potentialof eachdiscmeasuredusinga centrifuge technique described by Taylor (1982). Close to the surface incontactwith the CO2 the rateof cooling washighestbut freezing occurred andthe drip was high. Minimum drip potential was measured in the next regionwherehigh cooling rateswere achievedwithout freezing.Drip thenincreasedascooling time to 7ºC increased. In meat drip loss increaseswith length andtemperature of chilled storage. Work by Lee et al. (1985) clearly showedtheeffectof both.Drip lossfrom pork cubesincreasedsubstantially during21 daysof storage at 0, 3 and 7ºC. The rate of increasewas greaterat the highertemperatures.In storageat 0 and 3ºC no increase in drip loss with time wasmeasuredafter21days.At 7ºCdrip wasstill increasing between 21and28days.

A numberof scientific investigations,which canbe comparedto commercialpractice,havedefinedtheeffect of freezingrate on drip production. Petrovic etal. (1993) statedthat the optimal conditions for freezing portioned meat arethosethat achievefreezingratesbetween2 and5 cmhÿ1 to ÿ7ºC.Grujic et al.(1993) suggest even tighter limits 3.33 to 3.95 cm hÿ1. These results arescientifically very interesting, however, in industrial practice most meat is airfrozen in the form of large individual piecesor cartonsof smaller portions. Incommercial situations,freezingratesof 0.5cmhÿ1 in thedeeper sectionswouldbe considered ‘fast’ andtherewould be considerablevariation in freezingtimewithin the meat. The samples frozenby Sackset al. (1993)weremuchsmaller(77.6g in weight) than most commercial products. Even with such smallsamples there was no significant difference in drip after 48 hours betweencryogenic freezingatÿ90ºCanda walk-in freezeroperating atÿ21ºC.

15.4.2 Evaporative weight lossFrom the momentan animal is slaughtered the meatproduced begins to loseweight by evaporation.Under typical commercial distribution conditions, it hasbeenestimatedthat lamb andbeeflosefrom 5.5 to 7% by evaporation betweenslaughter andretail sale(Malton, 1984).Weight lossesfrom pork areprobablyof the samemagnitude. In addition to the direct lossin saleablemeattherearealsosecondarylosses.Excessiveevaporation during initial chill ing andchilledstorageproducesa dark unattractive surfaceon the meat.Either this hasto beremovedby trimming, or the meatis downgradedandsold at a reducedprice.

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Freezing doesnot stopweight loss.Af ter meatis frozen,sublimation of icefrom thesurfaceoccurs. If thedegree of sublimation is excessive, thesurfaceofthe meatbecomesdry andspongy,a phenomenoncalled ‘freezer burn’. In theUnited Statesweightlossresultingfrom acombinationof directevaporativelossand freezer burn in pork bellies stored for one month before curing, wasestimatedto be 500000kg (AshbyandJames,1974).Sincethendevelopmentsin the use of moisture impervious packaging materials have significantlyreduced sublimation in frozenmeat.

15.5 The cold chain

Thecold chain links temperaturechangingoperations,suchaschilling, freezing,thawing, handling and cooking,and temperaturemaintenanceoperations,suchas chilled and frozen storage,transportation and display. In general, as meatmoves along the cold chain it becomesincreasingly diffi cult to control andmaintain its temperature.Temperaturesof bulk packsof meatandmeatproductsin large storerooms are far less sensitive to small heat inputs than singleconsumer packsin transport or opendisplaycases.

15.5.1 Primary chilling/free zingAf ter slaughter meat carcassesare at a temperature which is close to theoptimum growth temperature for manymicroorganismsandchilling is requiredbefore themeatcanbeprocessedor distributed.Thefirst stagein thecold chainwill thereforebe a cooling operationto reducethe temperatureof the meatto avalue that limi ts microbiological and quality changes.If the meat is to bedistributed in a chilled form then this value will be abovethe initial freezingpoint andin therangeÿ1 to +15ºC. In manycountriesthe legal limit is +7ºC.Ifa frozen food is required then the value will typically be betweenÿ12 andÿ30ºC.

15.5.2 Secondary processingAny meat that is processedafter its initial primarychill ing or freezingoperationis likely to gain heatandconsequently rise in temperature. This rise canrangefrom a few degreesin a packing operation to 100s in cooking. To maintainproduct quality it is often important to remove this added heat. Industrialcooking processescannotbe guaranteedto eliminate all pathogenicorganismsandif cooling ratesareslow microbial spores that survivethe cookingprocesswill germinate and grow. Systems that produce a rapid reduction in thetemperatureof the meatwill retardmicrobial growth andconsequently extendshelf life. This is especially important when chilling cookedproducts that willeventually be consumedcold or in a warm reheatedstate.

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15.5.3 Storage and transportAfter thetemperatureof themeathasbeenreducedto a desiredvalueit is likelyto remainat thattemperaturefor aperiodwhich mayrangefrom a few hours, forchilled products, to a number of years in the caseof frozen foods.During thatperiod it may remain in a single store or be transported around the world.Theoretically, thereshould befew problemsin thestorageandtransport of eitherchilled or frozenfoods.If themeat is at thecorrecttemperaturewhenit is loadedinto thestorageroomor transport vehicle thenall therefrigeration is requiredtodo is to insulatethemeatfrom sourcesof heat.Most of thetime themainsourcewill be a slow movement of heatfrom the outside ambient through the walls,which canbeeasilycateredfor. Copingwith dooropeningsandpeoplemovingaround inside the refrigerated chamber is more diffi cult. However, if thestandard of management is good, and the meatbulk stacked, then temperaturerise in the meatwill be small andrestricted to exposedsurfaces.

In practicetherearemanyproblems in meat storageandtransport becausethemeatandmeatproducts arenot at thecorrecttemperaturewhen theyareloaded.If thetemperatureof themeatis too high whenit is wrappedandbulk packagedthen it becomesvery difficul t to reducethat temperaturewithin the storageortransport compartment.Sincethesesystemsarenot designedto extractheatthenthe averageroom temperature can rise together with that of any other foodsalreadystored.Failureto removetherequired heatbeforeloadingcanbeduetoa number of causes including, (i) insufficient time allowed, (ii) insufficientrefrigeration capacity to cater for high initial product load, (iii) overloading, (iv)variability in sizeof productsor (v) incorrectenvironmental conditions.

15.5.4 Retail displayChilled meatproductsspendperiodsrangingfrom a few minutesto a week inretail displayandin extremecases with frozenproducts a few months.Duringthattime thereis aconflict between theneedto protectthefood from extraneousheatsourcesandthoseto displayit to its bestadvantage.Retail display cabinetscanhaveintegral or remoterefrigerationunits,air movement canbe gravity orforcedair andthe displays canbe single-tier, multi-tier or well.

15.5.5 Domestic transport and storageEven if food producersand retailers maintain acceptable product temperaturesduringthedistribution chain they losecontrolwhentheproductleavestheretailstore.After themeat is removedfrom adisplay cabinetit spendsaperiodoutsidea refrigerated environment whilst it is carried around the store and thentransported home.Temperaturesof foods,especially thin sliced products, canrise considerablyduring these journeys.

Consumershaveconsiderablefaith in thetemperaturemaintenancepropertiesof domestic refrigerators.However, measurements taken at five positions atfive-minute intervals over an averageof six daysin refrigeratorsin 250 homes

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haverevealed considerablevariationin performance.Thehighest recordedmeantemperaturewas 11.37ºCand the lowestÿ0.89ºC,producing a rangein meantemperaturesof 12.3ºC.Theoverall meanair temperaturefor all therefrigeratorsin the survey was 6.04ºC. Consequently, over half operated at meantemperaturesthat would supportthe growth of salmonella.

15.6 Temperature monitoring

It is oftenstatedby thosein themeatandrefrigerationindustriesthat ‘anyonecanmeasurea temperature’.Many millions of measurementsaremadeof both meatandenvironmentaltemperaturesin themeatindustry.However,in manycasesthemeasurements made are an unreliable guide to the effectiveness of therefrigeration process.Even when the correct temperatureshave beenobtainedthe dataareoften poorly analysedandrarely actedupon.The industryneedstomeasuretemperaturesaccurately,reliably, meaningfully,simply and cheaply.Itneedsto beableto analysethedataandrespondwhenrequired.It needsthecorrectinstrumentationandthe expertiseto collect andinterpretthe temperaturedata.

The first considerationis the rangeof temperatures to be measured.For themeat industry,a rangefrom ÿ40 to +150ºCwould copewith the temperaturesfoundin freezers,chillers,storagerooms,retail displaycabinets,andin waterusedfor cleaningor scaldingtanksin theabattoir.If theyproducecookedmeatproductsthen the uppertemperaturemay rise to 250 to 300ºC.As well as the measuringrangethe rangeof ambienttemperaturesover which the instrumentwill workneeds to be considered.The electronics of many temperature measurementinstrumentsare designedto work to the specifiedaccuracyonly within certainambienttemperatureranges,usually0 to 40ºC.If temperaturesin a cold storeareto be measuredthe instrumentitself may needto be kept warm until it is used.

Any temperaturemeasuringsystemshouldbetestedovertheoperatingrangeat regularintervalsto ensureaccuracyandshouldalsohavea currentcalibrationcertificatefrom its manufactureror official standardslaboratory.Thesystemcanbe checked by means of a calibration instrument, or against a referencethermometer that is known to be accurate.Melting ice (which if madefromdistilled water shouldread0ºC or ÿ0.06ºCif madefrom tap waterwith 0.1%salt) may be usedto checksensor accuracy. The ice should be broken up intosmall piecesand placed in a wide-necked vacuumflask with a depth of morethan50mm. Thesystemshouldbeagitatedfrequentlyandthe temperature readaftera few minuteswhen stable. If differences of morethan0.5ºCarefoundtheinstrumentshouldeitherbe very carefully adjusted, or sentfor calibration.

Accuratelydetermining the temperatureof chilled meat throughoutthe coldchain is diffi cult. Training and experience are requiredto locate positions ofmaximum and minimum temperature in abattoirs, stores,vehiclesand displaycabinets.The problemis further exaggeratedby changes in positionwith timecaused by loading patternsandthecycling of therefrigeration plants. Obtaininga relationship between environmental temperatures (that can be measured

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relatively easily) and internal meat temperatures is not a simple process.Relating temperaturesobtained in a non-destructivemanner with internal meattemperaturesagainposesproblems.Determining thetemperatureof cutsof meatwith regular shapesis quite simple but doing so for irregular cuts of meat ismoredifficul t.

All thetemperaturemeasurementproblemsassociatedwith chilled foodswillequally apply to quick-frozen foods. In addition, there are a number of otherproblems. Many instruments have sensors that will accurately measuretemperatures of ÿ20ºC and below, but the instruments themselves becomeinaccurate or fail to operateat low temperatures.If frozen foods are removedfrom their low temperature environment to one suitablefor the instrument thesurfacetemperature risesvery rapidly. However, the main problem is that ofactually insertinga temperature sensor into frozen meat.

The surfacetemperature of a food or pack can be measured by placing atemperature sensor (suchasthosediscussedabove)in contactwith the surface.In practice therearevery largetemperaturegradientsonbothsidesof thesurfaceand the presenceof the sensor can influence the temperaturebeing measured.Extending the surfaceof the sensor to measurethe averagetemperatureover alargersurfaceareais onemethodusedto minimisethese problems.This methodis recommended for suchapplicationsasbetween-pack measurement.

Since it is impossibleto measure the temperature of an exposed surfaceaccurately, the next best thing is to take a measurement of the temperaturebetween two food items.As long asgoodthermalcontactis achievedbetweenthetemperaturesensorandthepacks,a between-packmethodshould provideanaccuratemeasurementof thepacktemperature.If thethermal conductivity of thepackaging material is high andthe food makesa goodthermal contactwith thepackthenthe temperaturemeasuredwill beclose to that of theproduct. With aproduct such as skin-wrapped chilled sausages,the above requirements aresatisfied. A temperature sensor, especiall y a flat-headed probe, can besandwichedbetween two packs. An accuratemeasurementis obtained due tothe combination of a flexible food and a thin wrapping. With chilled food incartonsor bubblepacksthe accuracyis much lower.

The contact problems are much greaterwith a frozen product. Since thesurfaceof a frozen product is not flexible only point contact can be achievedbetween the surfaceof the product and that of the pack or probe. Using a flatprobewith extendedcontactsurfacesdoesnot necessarilyimprove theaccuracyof temperature measurement. In extreme cases, for example with frozensausages,thecontactsurfacesmayextendout into theair streamandmeasureairnot product temperature. With packsof small items such as diced meat theaccuracywill be much better.Caremust also be taken to pre-cool the probebefore temperaturesare measured.This is especially important with low heatcapacitypackaging materials.

Non-contacttemperaturemeasurementdevicesmeasure theamountof energyin an areaof the infra-red spectrum that is radiated from the surface beingmeasured. Basic instrumentsmeasurethe averagetemperature of the areain a

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small field of view. More complicated systemsof thermal imaging provide atemperaturepicture of all theobjectsovera muchwider area.A certainamountof knowledge is needed in order to interpret the valuesthat such instrumentsgive (Evanset al., 1994;JamesandEvans,1994).Thefirst point to bearin mindwhen using infra-red thermometry is that the temperature measured is thesurfacetemperature.If themeathasbeenin surroundingsthathavenot changedin temperature for a long period of time, then it is likely that the surfacetemperaturewill be very closeto thatof themeatbeneaththesurface. However,if the temperatureof the surroundingsis changingor haschanged over the past24 hours,thenit is likely thatthesurfacetemperaturewill not bethesameasthetemperaturedeepwithin the meat.It is alsonecessaryfor the operatorto knowhow muchof thesurfaceis ‘seen’by theinfra-redinstrument,asit will measurethe ‘average’ temperatureover the whole of this area.The targetareacanvarysignificantly from instrument to instrument and with the distancebetween theinstrumentandthe surface.

Thereis a furthercomplication in theuseof infra-redthermometers; reflectedradiation. The instrumentswill seetheradiationemittedfrom a surfaceandalsoan amount of radiationfrom the surroundingsthat is reflectedby that surface.The reflectedradiationwill therefore constitute an error.For warm objectsat atemperaturegreaterthan their surroundings, the amountof reflected radiationwill besmall in relation to that from thesurfaceandconsequently theerror willbesmall. With frozenmeat,the temperatureof themeat is no warmer than,andoftencolderthan,thetemperatureof thesurroundings.Therefore, theamount ofreflectedradiationcoming from the surfaceconstitutesa significant error.

Determining the temperatureof small cutsof meatwith regular shapesis quitesimple. Determining the temperatureof irregular cuts of meat, and particularlylargepieces, is moredifficult. Possibly the mostdifficult problemis ascertainingdeep legtemperaturein beefcarcasses.TheMeatResearchCorporationin Australia(1995) recommendthat the temperaturesensorshouldtouchtheTrochanterMajor(aitchbone), which is the‘knob’ of boneontheoppositesideof thefemurto thehipjoint. To locate thesensor in this positionit should beinsertedthroughthe ‘Pope’sEye’ at an angleabout 15 to 20º below the horizontal. It shouldbe aimedat animaginary vertical line approximately one-third of the distance from the AchillesTendon to the last tailbone. Becauseconductionoccurs along the steelshaftof aprobeit is importantthat theprobeis insertedasfar aspossible into themeat. Forexample, to takethe temperatureof a cut of meatit is better practice to insert theprobeto its full depth alongthelongaxisof thecut rather thanto insert theprobetohalf its lengththrough the short axis (CSIRO, 1991).

15.7 Optimising the designand operation of meatrefri geration

In specifying refrigeration equipment the function of the equipment must beabsolutely clear.Refrigeration equipmentis alwaysusedto control temperature.

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Either the meat passingthrough the process is to be maintained at its initialtemperature, e.g., as in a refrigerated store or a packing operation, or thetemperature of the meat is to be reduced, e.g., in a blast freezer.Thesetwofunctions require very different equipment. If a room is to serve severalfunctionstheneachfunction mustbeclearly identified.Theoptimum conditionsneeded for that function mustbeevaluatedanda clearcompromisebetweentheconflicting usesmade.Theresult will inevitablybea roomthatdoesnotperformany function completely effectively. There are three stages in obtaining arefrigeration plant. Thefirst is determining theprocessspecification, thesecondis drawing up the engineering specification, i.e. turning processing conditionsinto terms which a refrigeration engineercan understand,independentof thefood processand finally the procurement, the third and final stage beingprocurementof the plant.

Poordesign in existing chillers/freezers is dueto a mismatch between whattheroomwasoriginally designedto do andhow it is actuallyused.The first taskin designingsuchplantis thereforethepreparation of aclearspecification by theuserof how theroomwill beused.In preparing this specification theuserwoulddo well to consultwith all partiesconcerned; these may be officials enforcinglegislation, customers,other departmentswithin the company and engineeringconsultants or contractors– but the ultimate decisionstaken in forming thisspecification are the user’salone.

Theaim of drawing up anengineeringspecification is to turn the processingconditionsinto a specification thatanyrefrigeration engineercanthenconstructanddeliver without knowledgeof the meatprocessinvolved. If the first part ofthe processspecification hasbeencompleted thenthe engineering specificationwill be largely in place.It consists of: the environmental conditionswithin therefrigeratedenclosure,air temperature,air velocity andhumidity; theway theairwill move within the refrigerated enclosure; the size of the equipment; therefrigeration load profile; the ambient design conditions and the defrostrequirements. The final phase of the engineering specification should bedrawing up a schedule for testingtheengineeringspecification prior to handingover the equipment.This test will be in engineering andnot productterms.

The engineeringspecification shouldbe sentout to tender. If tendershavebeen selectedfor the quality of their equipment and all accept the tenderconditions and say they can meetthe designand test conditions specified, thelowesttender would normally bechosen. Thecontractoris normally responsiblefor the detailedengineeringdesign,construction and commissioning and theonly needis to checkthat this work is carried out in a professionalway. His firstresponsibility is in carryingout theacceptancetests. Thesetesttheperformanceof the refrigeration equipment in termsof the engineering specification andtheplant should not be accepted until satisfactory testshavebeencarried out. Theplant can then be handedover and training given to the plant operators in thecorrect use of the refrigeration equipment. The plant then needs to becommissioned by the factory personnel, systematically increasingthroughputuntil the processtests canbe carriedout. Theseensurethat the original process

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specification in fact achievesthe intended results in terms of temperatures,throughputsandyield.

15.8 Sourcesof further information and advice

Food Refrigeration and Process Engineering Research Centre, University ofBristol, Churchill Building, Langford, North Somerset, BS40 5DU, UK.http://www.frperc.bris.ac.uk

International Institute of Refrigeration, 177 Boulevard Malesherbes, 75017Paris, France, www.iifiir.org

Processing and Preservation Technology, AgResearch Food Systems andTechnology, PrivateBag 3123,Hamilton, New Zealand.

15.9 References

ASHBY, B. J. andJAMES,G. N. (1974)Effects of freezingandpackaging methodson shrinkage andfreezerburnon pork belliesin frozenstorage. Journal ofFood Science.Vol. 39, pp. 1136–1139.

BENDALL, J. R. (1972) The influence of rate of chilling on the developmentofrigor and ‘cold shortening’. In Meat Chilling: Why and How? MeatResearch InstituteSymposium No. 2 (ed. C. L. Cutting). 3.1–3.6.

CORNFORTH, D. (1994)Colour– its basisandimportance. Chapter2, pp. 34–78.In Quality Attributesand Their Measurement in Meat, Poultry and FishProducts (eds. A. M. Pearson and T. R. Dutson). Advances in MeatResearch Series,Volume 9, Blackie Academic & Professional, UK.

CSIRO(1991)Thermometers.MeatResearch NewsLetter. 91/2.CSIRODivisionof Food Processing,Meat ResearchLaboratory.

CUTTING, C. L. (1970)The influenceof freezingpractice on the quality of meatandfish. Proceedingsof the Institute of Refrigeration. Vol. 66, p. 51.

DEATHERAGE, F. E. and HARSHEM, A. (1947) Relation of tenderness of beef toageingtime at 33–35ºF.Food Research. Vol. 12, p. 164.

DOTY, D. M. and PIERCE,J. C. (1961) Beef muscle characteristics as related tocarcassgrade,carcassweight and degree of ageing. Technical Bulletin1231, (Agricultural Marketing Service, United States Department ofAgriculture).

DRANSFIELD, E. (1986) Conditioning of meat. Recent advances anddevelopments in the refrigeration of meat chill ing, Meeting of IIRCommissionC2, Bristol (UK). Section 1, pp. 61–68.

EVANS J. A., RUSSELLS. L. andJAMESS. J. (1994)An evaluation of infrarednon-contact thermometers for food use. Developments in food science 36,Elsevier Science,pp. 43–50.

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FELDHUSEN, F., KIRSCHNER, T., KOCH, R., GRESE, W. and WENZEL, S. (1995a)Influence on meat colour of spray-chilling the surfaceof pig carcasses.Meat science.Vol. 40, pp. 245–251.

FELDHUSEN, F., WARNATZ, A., ERDMANN, R. andWENZEL, S. (1995b) Influenceofstoragetime on parametersof colour stability of beef.MeatScience. Vol.40, pp. 235–243.

GIGIEL, A. J.,SWAIN, M. V. L. andJAMES,S. J. (1985)Effectsof chilling hot bonedmeatwith solid carbondioxide.Journal of Food Technology. Vol. 20, pp.615–622.

GRUJIC, R., PETROVIC, L., PIKULA, B. and AMIDZIC, L. (1993) Definition of theoptimumfreezingrate.1. Investigationsof structure andultrastructureofbeefM. Longissimusdorsifrozenat differentrates.MeatScience. Vol. 33,3, pp. 301–318.

GUENTHER, J. J. and HENRICKSON, R. L. (1962) Temperatures, methodsusedinfreezingdetermine tenderness,colour of meat. Quick FrozenFoods. Vol.25, p. 115.

HONIKEL, K. O. (1986)Influence of chilling on biochemical changes andqualityof pork. Recentadvances and developmentsin the refrigerationof meatchilling, Meeting of IIR CommissionC2, Bristol (UK). Section1, pp. 45–53.

JAKOBSSON, B. andBENGTSSON,N. E. (1969)The influenceof high freezingrateson thequality of frozengroundbeefandsmallcutsof beef.Proceedingsofthe 15th European Meetingof Meat ResearchWorkers. p. 482.

JAKOBSSON, B. and BENGTSSON,N. E. (1973)Freezingof raw beef: influenceofageing,freezing rateandcookingmethodon quality andyield. JournalofFood Science. Vol. 38, p. 560.

JAMES S. J. and EVANS J. A. (1994) The accuracyof non contact temperaturemeasurement of chilled and frozen food. IChemE Food EngineeringSymposium, University of Bath 19–21/9/94.

LEE, B. H., SINARD, R. E., LALEYE, L. C. and HOLLEY, R. A. (1985) Effects oftemperature and storageduration on the microflora, physiochemical andsensorychanges of vacuum-packaged or nitrogen-packed pork. MeatScience.Vol. 13, pp. 99–112.

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MALTON, R. (1984)National Cold StorageFederation Handbook, 17–25.MALTON, R. and JAMES, S. J. (1983) Drip loss from wrappedmeat on retail

display. Meat Industry, May, pp. 39–41.MEAT RESEARCHCORPORATION (1995) Measurement of temperaturesin fresh

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PETROVIC, L, GRUJIC, R. and PETROVIC, M. (1993) Definition of the optimalfreezing rate– 2 Investigationsof thephysico-chemical propertiesof beefM. longissimusdorsi frozenat different freezing rates.MeatScience. Vol.33, pp. 319–331.

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16.1 Introduction: high pressure treatment and meat quality

High pressure technology, defined as a pressure treatment between 100 and1000 MPa, is derived from the ceramic industry. It is of increasing interest tofood processing because of its potential to decrease the level of microbialcontamination without any heat treatment. Industrial high pressure food productsare mainly manufactured in:

• Japan (fruit jams and juices, sake, ham, fish and rice products)• the USA (oysters and fruit juices)• Mexico (fruit juices)• Spain (ham and other meat products)

Research on the effect of high pressure on food began one hundred years ago(Hite, 1899) but only expanded significantly in the 1990s.

High pressure processing of meat has been an active topic of researchbecause of its potential to extend shelf-life (Ledward, 2002). However, pressuretreatment brings about changes in the constituent molecules of meat, and couldaffect functional properties of meat such as colour and gelation properties. Thischapter deals with the effects of high pressure on the constituents and qualityattributes of meat products, and with current and potential industrial applicationsof this technique. Meat and meat products are solid foods so high pressuretreatment requires the use of a discontinuous system. The most commontechnique involves vacuum wrapping and putting meat in a pressurizing vessel.In the presence of the pressure medium (water), the pressure increases at a rateof 100 or 200 MPa/min (Tonello, 2001). When the appropriate pressure level isreached, valves are closed and the pressure remains constant (Fig. 16.1). The

16

High pressure processing of meatM. de Lamballerie-Anton, ENITIAA, Richard G. Taylor and JosephCulioli, INRA

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food industry generally uses pressure between200 and 800MPa, with theduration of pressurekept asshortaspossible (about 15 min. max.).

16.2 General effect of high pressureon food components

Reactionsof food componentsunderpressureare governed by Le Chatelier’sprinciple,according to which a processassociated with a decreasein volumeisfavored by an increase in pressureandvice versa. Volume changes aredue tomolecular conformation modifications, intramolecular interactions, solventvariation, and chemical reactions. Weak energy bonds such as hydrogen,hydrophobic or ionic bondsare affectedby high pressuretreatment, whereascovalent bondsare not modified. The main effects of high pressure on meatcomponentsareon water, proteins(including enzymes)andlipids.

16.2.1 WaterAt 600MPa and 22ºC, water is compressedby 15%. Meat and meat productsusually contain significant amountsof waterandtendto compressby a similaramount. Packaging must take this compression into account. Adiabaticcompression of water also induces an increase of temperature about2 or 3ºCfor each 100MPa (Hayashi, 1991) which can be dissipated by heat transferbetween the food andthe pressurizingwater (Cheftel andDumay, 1997).Highpressurealsoinducesthereversible dissociationof water, decreasingpH by 0.73when pressureis increasedfrom 0.1 to 100MPa(Cheftel,1991). This changeissignificant because of its potential effect on proteins (seesection 16.2.2). Inaddition, pressuredecreasesthe melting point of ice below 220MPa, allowingthawing underpressureat subzero temperature.

Fig. 16.1 High pressureprocessingvessel(courtesyof ACB PressureSystems,France).

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16.2.2 Proteins and enzymesThe effect of high pressureon proteinsis highly dependent on the structureofthe macromolecule and the composition of the medium aroundit (pH, ionicstrengthand temperature).Generally the primary structureis not modified bypressure, whereas secondarystructureis only affectedby very high pressuretreatment (Mozhaev et al., 1994), and tertiary and quaternarystructures aremodified from 100MPa (Galazkaet al., 1996).Thesechanges in structurecanalter theactivity of endogenousmeatenzymes. However, studiesof theeffectofhigh pressureon enzyme activity are complicated becauseenzymes reactdifferently whenthey havebeenextractedfrom food (Hendrickx et al., 1998).High pressure treatment induces activation or inactivation of enzymesdepending on conditionsof buffer andpressure(seesection 16.4).

16.2.3 Carbohydratesand lipidsHigh pressureactsonly on polysaccharides. Glycogenis theonly polysaccharidepresentin muscle, but post-mortemmeat generally doesnot containanyresidualglycogenbecauseof the post-mortemglycolysis(Lawrie, 1998). Meat productstherefore, arenot affectedby pressuremodification of carbohydrates.

High pressuretreatment can induce some modification of lipids, but it isdifficul t to makegeneralconclusionsaboutlipid changesin meatwith regardstooxidation andfree fatty acids formationresulting from pressure.High pressuredoesincrease themelting point of lipids. At roomtemperature triglyceridescancrystalliseunderpressure,which may alter the structureand,asa consequence,the permeability of cell membranes. This mechanismcould be involved in theinactivation of bacteria.

16.3 Structural changesdue to high pressuretreatment ofmuscle

The effectsof high pressuretreatmenton muscle structurehavebeenexaminedfor beef (Jung et al., 2000a; Kennick et al., 1980; Locker and Wild 1984;Macfarlaneet al., 1980;Ueno et al., 1999;Suzukiet al., 1992),sheep(Kennicket al., 1980;MacfarlaneandMorton 1978), poultry (Yusteet al., 1998)andfish(Ashie et al., 1997).In addition some of these effectshavebeendiscussedin aprevious review of the effects of pressure treatment on meat (Cheftel andCulioli, 1997). Before discussingtheseeffects it is necessary to give a briefreview of post-mortemmeat changesat atmospheric pressure.

Normal muscle structure has been thoroughly reviewed (Bendall, 1973;Bloom andFawcett,1975;Goll et al., 1984)and,for thepurposeof this chapter,can be simply described as a composite structure composed of myofibersorganizedin bundlesby connective tissue.Mostof thestructural changes relatedto high pressuretreatment of meathaveexamined the ultrastructureof muscle,especially theattachment of sarcomeresto eachotherandto theendomysiumby

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the cytoskeleton (cytoskeletal structurehas been reviewed by Thornell andPrice, 1991; Squire, 1997). Interpreting the effects of high pressure iscomplicatedby inherentvariability in meatstructureandthe rapidpost-mortemchanges. Thereareultrastructural differences between musclefiber typeswhichinclude Z line width and mitochondrialcontent. Thereare also differencesinpost-mortemchanges relatedto fiber type (Abbot et al., 1977; Stromer et al.,1967).Normal post-mortem changes include:

• fiber-fiber detachmentin fish andmammals (Taylor andKoohmaraie,1998;Taylor et al., 2002;Will et al., 1980)

• breaks in I bandsand intermediate filaments (Taylor et al., 1995;Ho et al.,1997)

• extensivedisruption of the reticulum(Will et al., 1980)

In general structural changes are similar in fowl (MacNaughtan,1978), pork(Abbot et al., 1977), beef (Davey and Gilbert, 1969; Gannand Merkel, 1978;Will et al., 1980)andsheep(Taylor andKoohmaraie,1998).However,fish donot showI bandbreaks (Papaet al., 1997,Taylor et al., 2002),oneof themajorfeatures of other meat animals. Connective tissueof mammals is stablepost-mortem with few structural changes for several weeks (McCormick, 1994;Purslow, 1994).

Structural changesdueto pressuretreatmentof meat arevery dependent ontime post-mortem,temperature,pressureand,to a lesserdegree,onspeciesor onmuscle type. If pressuretreatment is applied pre-rigor there is extensivecontraction of four different sheepand beef musclesgroups,with 103MPacausing shrinkage of up to 48% (Kennick et al., 1980) and disruption of thesarcolemma.Similar results are reported for sheep(Macfarlane and Morton1978)andbeef(Boutonet al., 1980,ElgasimandKennick,1982),with pre-rigortreatment causing contraction of fibers, contraction bands and sarcolemmadisruption. Detailed structural studiesusing SEM andTEM alsoreveal changesin sarcomeric structurewith lossof M linesandsomegapsin theZ line (ElgasimandKennick, 1982).

Treatmentof meat post-rigor doesnot resultin extensive contraction (Jungetal., 2000a,MacfarlaneandMorton, 1978,Suzukiet al., 1992)andcanimprovetenderness.In general,at ambient or lower temperaturesandlow pressures,thereis little or no structural change, for example at:

• 130MPa and10ºCfor beef (Junget al., 2000a)• 100MPa and20ºCfor bluefish(Ashie et al., 1997)• 100MPa and10ºCfor beef (Suzuki et al., 1992;Ueno et al., 1999)

At theserespectivetemperatures, increasingthe pressure causes M line loss,disruption of thin filamentorganization, thickening of Z lines(Jungetal., 2000a,Suzuki et al., 1992),some fiber breaksandalsodisruption of endomysiumandperimysium organization (Ashie et al., 1997,Ueno et al., 1999). Theseeffectshavebeenproduced, for example, by increasing the pressureto:

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• 325MPa andaboveat 10C for beef (Junget al., 2000a)• 200 or 300MPa for bluefish(Ashie et al., 1997)• 200MPa and10ºCfor beef (Suzuki et al., 1992, Ueno et al., 1999)

At 150MPaand0ºCfor 3h thereis lossof M linesandI banddisruption in beef(Macfarlaneet al., 1980),andsimilar changes at 150MPa and20ºCfor 5 min.(Suzuki et al., 1990).Due to the great variability of parametersinvolved, it isdifficul t to saythat 150MPa is a critical pressurewhich inducesultrastructuralchange. The general conclusion is that, at ambient temperatures or less andpressures of lessthan150MPa, thereis little to no structural changein meat.

Studies such as these show that I band disruption, M line loss andendomysium/sarcolemma detachment are hallmarks of high pressure-inducedstructural changes in meat. Other frequently reported fiber-related changesincludeincreasedspacebetweenfibers(Elgasim andKennick, 1982,Junget al.,2000a,Yuste et al., 1998). In addition both fibers (Yuste et al., 1998) andsarcomeres (Jung et al., 2000a) have increased diameters after pressuretreatment. Suzuki et al., (1991)haveexamined structural changesin pressure-treatedpreparationsof purified beefmyofibersandalsofoundM line loss,Z linethickening andI banddisruptionasreported for wholemeat. However, theyalsoobservedmoreextensivechanges,notably A bandbreaks,not reportedfor wholemeat.

Combining pressurewith heat treatment increases effects on structureandalsocauses changesat lower pressures.Treatmentof sheepat 100MPafor 1h at25ºC, for example, causes M line loss and I banddisorganization (Macfarlaneand Morton, 1978). At temperaturescloser to normal cooking temperatures,pressure-inducedstructural changescan be extensive. Locker and Wild foundultrastructural changes in beef treated at 60MPa and 50ºC to 65ºC whichincluded disruptionof thin filament organization, M line loss and increasedNlines in the I bandindicatingprotein aggregation (Locker andWild, 1984).At60ºC and higher pressuresof 150MPa (Bouton et al., 1977, Macfarlane andMacKenzie, 1986), beef muscle shows thicker Z l ines, thin fi lamentdisorganization, M line loss and also breaks within the A band.This musclestructureis normally very stablepost-mortemandevenat cooking temperatures(Joneset al., 1977,Leander et al., 1980).

Theconnective tissueultrastructurehasalsobeenexamined in high pressuretreatedmeat.As mentionedabove,the endomysium detachesnormally in meatandthis is enhancedby pressuretreatment. Undercertain conditionstherecanbebreaksin theendomysium(Uenoet al., 1999,Ashie et al., 1997).Thesechangestendto beminorandother authorshavereported nochangesin connective tissuestructuredueto high pressure(Suzuki et al., 1993,Yusteet al., 1998).

Thereis onereportof changes in lysosomal ultrastructure in beef treatedathigh pressure. Jung et al., (2000b) examined lysosome ultrastructure in beefstoredfor 48 hoursandthentreatedat pressuresfrom 0 to 600MPa for varioustimesat 10ºC.At pressures above300MPathelysosomeswereswollenandhaddisrupted membranes. Under these conditions the content of free lysosomal

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enzymesincreases,andmaycontribute to some of thechangesobserved.Theseobservations are similar to lysosomalchanges after 14 days of meat ageing(Chambers et al., 1994), suggestingthat high pressureaccelerates normallysosomalchanges.

16.4 Influence on enzymereleaseand activity

Enzymatic reactionsare highly susceptible to high pressure treatment, andmuscle enzymesareparticularly significant in the tenderizationof meat duringageing. As a result, the effect of high pressureon meat enzymeshas beenextensively studied.

16.4.1 Calpain system and proteasomeHigh pressure treatment increasesproteolytic activity of muscular enzymes(Homma et al., 1994). Homma et al. (1995) showed a decreaseof calpainactivity in meat whenit waspressurized, andthat barosensibility wasdifferentaccording to calpain type. Proteasomeactivity is enhanced at 150 MPa, butdecreasesat higherpressurevalues(Otsukaet al., 1998).

16.4.2 Lysosomal enzymesHigh pressure treatment of muscle induces a release of lysosomal enzymes(Homma et al., 1994, Elgasim et al., 1983) due to lysosome membranebreakdown (Jung et al., 2000b).Generally, activity of cathepsinD and acidphosphatase in pressurizedmeatsamplesis higherthanin controlsamplesat twodayspost-mortem andduring storage(Junget al., 2000c).

16.4.3 ATPaseand glycolytic activityYamamoto et al. (1993)showedthatmyosinATPase activity decreased assoonas 70MPa was applied, and that activity fell to zero after 210MPa. Horgan(1980)showeda decreaseof Ca2+-dependantATPase activity in pre- andpost-rigor meat.But glycolysis mayincrease with pressurebecauseof phosphorylaseactivation associatedwith changesof pH andfree Ca2+ (Elkhalifa et al., 1984).

16.5 High pressureeffectson the sensoryand functionalpropert ies of meat

16.5.1 TextureResultspresentedin Table16.1 showthat severalgroupshavefound that highpressure can tenderize meat when applied pre-rigor. However, high pressuretreatmentdoesnot havetheseeffectsif combinedwith commercialconditions

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for meat ageing,i.e. post-rigorandat low temperature.High pressuretreatmentof post-rigor muscle causes a significant increase in lysosomalenzyme activiy,but doesnot improvemeattendernessor reducethe ageingtime.

16.5.2 Color and lipid oxidationMeat color characteristics in the CIELAB system, i.e. L* (lightness), a*(redness) and b* (yellowness)are modified by high pressure processing. L*increases from 250MPa to 350MPa and then becomesconstantfor higherpressurevalues. As a consequence, bovine meat appears lighter and less red(Carlezet al., 1995,Shigehisaet al., 1991).This modification of lightnessis due

Table 16.1 Effect of high pressuretreatmenton meattenderness(from Jung,2000d)

Time High pressure Cooking Effect on Authorspost- treatment conditions tendernessmortem

pre-rigor As far as130MPa 90ºC,1h T Macfarlane(1973)post-rigor 30–40ºC,1–8min WEpre-rigor 20 to 140MPa 75 and80ºC, T Boutonet al. (1977)post-rigor 25 to 60ºC,2.5min to 1h 1.5 h WEpre-rigor 103MPa Microwave T Riffero andHolmes

35ºC,2min + grill (80ºC) (1983)pre-rigor 103.5MPa 80ºC,40min T ElgasimandKennick

37ºC,2min (1982)pre-rigor 103MPa 80ºC,40min T Kennick et al. (1980)

35ºC,2minpost-rigor Pre-cooking45ºC,45min 80ºC,90min T Boutonet al. (1980)

150MPa 60ºC,30min 80ºC,24hpost-rigor 60MPa 80ºC,40min T Locker andWild

25–65ºC,5–20min raw WE (1984)post-rigor 150MPa 80ºC,1h T Beilken et al.

40 to 80ºC,1 to 4h WE (1990)post-rigor Pre-cooking45ºC,45min 80ºC,2h T Ratcliff et al.

150MPa 60ºC,30min (1977)post-rigor Pre-cooking45ºC,45min 80ºC,1h T Robertsonet al.

150MPa 60ºC,30min (1984)post-rigor 150MPa 30 or 60ºC 80ºC,1h WE Macfarlaneand

1.6 or 16h T McKenzie(1986)post-rigor 150MPa 25,50 or WE Macfarlaneet al.

0ºC, 3h 80ºC,1h H (1980)post-rigor 500MPa H Yusteet al. (1998)

2ºC, 10 or 30minpost-rigor 400 to 600MPa 80ºC,20min WE Margeyet al. (1997)

20 to 50ºC,15minpost-rigor 200 to 350MPa raw T Mussa(1999)

20ºC,5 to 100minpost-rigor 520MPa,260s, 10ºC 65ºC,1h H Junget al. (2000c)

T: Tenderizing WE: Without Effect H: Hardening.

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both to myoglobin denaturation (Carlez, 1994) and myofibrillar proteinsdenaturation (Goutefongea et al., 1995). The a* index decreaseswhen meathasbeenpressurizedat higher pressures (400–500MPa),becauseof theincreaseof the metmyoglobin content (Ledward, 1998), while the b* index remainsconstant (Riffero and Holmes, 1983) and the meat becomes brown.Metmyoglobin formation can be prevented by complete removal of oxygenthroughvacuumpackagingwith anoxygenscavenger, or by previousformationof nitrosylmyoglobin, as in processedbrined products (Carlez et al., 1995;Goutefongeaet al., 1995). Although high pressuretreatment inducesvisiblemodifications of the color of raw meat,after cooking the color differenceisgreatly reduced (Junget al., 2000c).

Cheah and Ledward (1996) showed that high pressure(800 MPa, 20 min)treated pork mincesamplesrevealedfasteroxidationthancontrol samples, andthat pressuretreatment at greater than 300–400MPa causedconversion ofreduced myoglobin/oxymyoglobin to the denatured ferric form. Cheah andLedward (1997) also demonstratedthat iron releasedfrom metal complexesduring pressuretreatment catalysedlipid oxidation in meat.Accordingto Orlienand Hansen, (2000), 500MPa is a critical pressure for lipid oxidation anddevelopmentof rancidity in chicken breast muscle. Lipid oxidation at higherpressuresis not relatedto the releaseof non-hemFe or catalytic activity ofmetmyoglobin, but could be linked to membranedamage.

16.5.3 Gelation and emulsifying propertiesThe meatproductsindustry depends on exploiting the functional properties ofmyofibril lar proteins, including water binding, gelling and emulsifyingproperties. High pressuremay induce gelation of myofibrillar proteins withoutheating (Hermansson et al., 1986). When myofibrillar proteins have beenpreviously submitted to high pressuretreatment, heated gels are stronger(Ikeuchi et al., 1992a). Thesemodificationsaremainly linked to the increase ofhydrophobicity and sulfhydryl interactionsof myofibrillar proteins (Ikeuchi etal., 1992b,Chapleauet al., 2002).

CrehanandTroy (2000)haveshown that the emulsion stability of meatwasincreased in frankfurters made with 1.5% NaCl after exposure of the meat to150MPa.Generally speaking, high pressureimprovesmeatbinding properties,partially compensating for a reductionof the NaCl content of meatproducts.

16.6 Pressureassistedfreezing and thawing

As Fig. 16.2shows, the phasechangetemperature of waterdecreasesfrom 0ºCdown to ÿ22ºCwhenpressureincreasesup to 220MPa.The oppositeeffect isobserved abovethis pressure.This phenomenon can be usedto achieverapidthawing or freezingof foods, suchasmeat, which containa significant amountof water.Slow freezing results in largerice crystals,which generallydamagethe

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texture of the food, whereasa rapid freezing rateusually preserves food texture(Sanzet al., 1999). Rapid freezing using high pressurecan be achievedbycooling atÿ20ºCand200MPa. In theseconditions waterremainsin the liquidstate.Upon release of pressure, instantaneous and homogeneous crystalisationoccurswith formation of very small crystals. This methodhasbeenshowntopreservethe textural properties of pork meat as well as traditional methods(Martino et al., 1998).

High pressurethawing also offers several advantages in comparison tothawingat atmosphericpressure,including thereduction of the thawingtime by2 to 5-fold in comparisonwith conventional processes,andpartialdestructionorgrowth limit ation of pathogens(Haackand Heinz, 2001). Zhao et al., (1998)haveshown that high pressurethawing maintainsthe organoleptic properties ofbovinemeat. Additional studiesarenecessary to betterunderstandwaterholdingcapacityand protein denaturation during high pressurethawing (Knorr et al.,1998).

16.7 Effects on microflora

Theuseof highpressurefor foodpreservation wasproposedmorethanacenturyago.Firstapplied to milk (Hite, 1899),high pressurewasthenusedto treatfruitsand vegetables(Hite et al., 1914),and other food products suchas meat.Theresistance of bacteria,enzymesand toxins to pressuretreatments has beeninvestigated for many years sincethe pioneering work published by Larsonetal., (1918) and Bassetand Macheboeuf (1932). However, the first industrial

Fig. 16.2 Phasediagramof waterunderpressure(from Kalichevskyet al., 1995).

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application of high pressurepreservation was not developeduntil the 1990swhen largescaleequipmentweredevelopedfor continuous treatment of liquidssuchasfruit juice.

High pressureprocessingeffectively inactivatesspoilagemicro-organismsaswell as food borne pathogens (Cheftel, 1995). This inactivation is due towidespread damagesof microorganisms through modification of morphologyand of severalvulnerable componentssuchascell membranes, ribosomesandenzymes,including thoseinvolved in the replication andtranscription of DNA(Yuste et al., 2001a). The effect of high pressureon bacterial survival isinfluencedby a number of interacting factors suchasmagnitudeanddurationofthe treatment, temperature, environmental conditions, bacteria species anddevelopmentphase(Pattersonet al., 1995).

At ambienttemperaturevegetative cellsareinactivatedbetween400 and600MPa. In general, gram-positive bacteria (Listeria monocytogenes, Staphy-lococcus aureus) are more resistantto pressurethan gram-negative(Pseudo-monas, Salmonella spp, Yersinia enterocolitica, Vibrio parahaemolyticus), butlargedifferences canexist betweenstrainswithin the same species. Moreover,cocci are more resistantthan rods because of fewer morphological changesunderpressure.In addition,culturesin the exponential growth phasehavebeenshown to be far more sensitive than cultures in the logarithmic growth orstationaryphase(Hooveretal., 1989).In contrast,sporesatambient temperaturecanresistpressures up to 1000MPa, temperaturesabove70ºCbeingnecessaryto obtain asignificantlevel of inactivation. However, it hasalso beenshown thatlower pressures (250MPa) associated with mild temperatures (40ºC) caninactivatespores in a two stageprocess,pressurefirst inducing germinationandthen inactivating the baro-sensitive germinated spores. In addi tion,pressurisation can inactivatesome parasitessuchasTrichinella spiralis but itsefficiency on inactivation of virusesis very limit ed (Cheftel, 1995).

The applicationof high pressurecan producea populationof stressedcellswhich can be revived in certain environmental conditions. As a consequence,pressureinactivation of bacteriamaynot beeffective. Attachmentof bacteriatocertain food constituents such as protein, carbohydrates, and lipids may alsoconfer a baro-protection which limits theeffectivenessof high pressure.Indeed,pressure resistance of bacteria has been shown to be dependenton culturemedium. UHT milk, for example,exhibits a protective effecton Staphylococcusaureus, Listeria monocytogenesand Escherichia coli O157:H7 compared toporkslurryor poultrymeat, whereashighpressureis themost effectivewhen thebacteria are inoculated in pH 7.0 phosphatebuffers (Pattersonet al., 1995). Ithasalso beenshownthat theuseof inoculatedflora mayleadto over-estimationof the effectivenessof high pressure.Carlez et al., (1994) noted that mincedmeat endogenousflora wasmore resistantto pressurethaninoculatedcollectionstrains.

A processcycle at both low and high pressures may be more effective ininactivating vegetative bacteriathancontinuoustreatment (Yusteet al., 2001a).However, the successof this approachdepends on conditionssuchasintensity

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andduration of pressuretogetherwith otherfactors suchastemperature(Yusteet al., 2001b). In general,full sterilization of food products is not possible withhigh pressureat levelsbelow500MPa.Most industrial applicationsoperate at aceiling of 400 to 500MPa maximum, and products require chilled storagetomaximize shelf-life. The combination of high pressurewith other physicaltreatments (such asradiation, pulsedelectric fields or ultrasound,for example)or chemical preservation methods (such as bacteriocins, chitosans orantioxidants)hasbeenproposedin orderto enhance its efficiencyand/orreducethe severityof the other treatments (Yusteet al., 2001a).

Thefact thatpressure-stressedcellsmaybelessresistantto heatcouldexplaintheefficiencyof combinedhigh pressure andmoderatetemperaturetreatmentonbacteriainactivation.High pressureis well adaptedto ‘pasteurization’of animalfood productssensitiveto heat.In particular,it canbe appliedto foie grasfromfatty gooseor duck,increasingits microbialsafetyandshelf-life. Conditionssuchaspressure at 400MPaandtemperaturein the50–60ºCrangeappliedfor 5 to 15min. have beenshown to be efficient for preservationwithout the lipid lossassociatedwith thermalpasteurisation(El Moueffak et al., 1996).High pressurecanalsobeusedto increase thesafetyof meatscookedat low temperatureover along period. This techniqueincreasesthe tendernessof meat as long as thetemperatureis keptno higherthan60–65ºCto avoidcontractionof collagenandresultingcookinglosses. Finally, pressurecanbeusedfor preservationof alreadypackagedmeat products which may have been contaminatedearlier duringprocessing. In particular, packaged sliced ham and salami emulsion-typesausagesare well adaptedto pressuretreatment,in part due to the stability oftheir pink or red color under pressure(CheftelandCulioli, 1997).

16.8 Current applications and future prospects

Stabilization of fruit products(suchas fruit juices, jam and avocado paste)iscurrently the main field of applicationfor high pressurein the food industry.Japanwasthefirst countryto manufacturepressurizedproductssuchasfruit jamon a commercial scaleduring the1990s.The mainapplicationsof high pressuretreatment in the meatindustryarein stabilizingmeat productsandtexturing ofmeat paste in combination with thermal processing. As an example, highpressuretreated,cookedandslicedhamhasbeenproducedsince 1999in Spainby the Espuna Company and hasextendedproduct shelf life to several weeks(Fig. 16.3).Thesamecompanyhasalsoexpandedtheuseof high pressureto themanufacture of products such as meat ‘tapas’. There remain a number ofconstraints on development,including cost.Early estimatessuggested that highpressureprocessing could be asmuch astwenty timesthe costof conventionalthermal technologies(Manvell, 1996).In addition,moreresearch is requiredtoestablish process parameters for microbial and enzyme inactivation. Suchresearch is essentialin the context of regulatory approval (for example, inmeetingtheEU’s Novel FoodRegulation)permitting a larger-scalecommercial

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breakthrough for this technology (European Community, 1997). Thedevelopmentof kinetic data and appropriate models describing, for example,the combined effects of pressureand temperature on the inactivation ofpathogenic and spoilage organisms, will provide a foundation for furtherdevelopment(Ludikhuyzeet al., 2001).

16.9 References

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Fig. 16.3 Meat productsproducedusinghigh pressuretreatment– Espuna Company,Spain(courtesyof ACB PressureSystems,France).

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HOMMA N., IKEUCHI Y. andSUZUKI A. (1994)Effectsof high pressuretreatmenton the proteolytic enzymesin meat. Meat Sci., 38, 219–228.

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IKEUCHI Y., TANJI H., KIM K. andSUZUKI A. (1992b) Mechanismof heat-inducedgelationof pressurizedactomyosin: pressure-inducedchanges in actinandmyosin in actomyosin. J. Agric. Food Chem., 40, 1756–1761.

JONES S.B., CARROLL R.J. and CAVANAUGH J.R. (1977) Structural changesinheatedbovine muscle: a scanning electronmicroscopystudy. J. Food Sci.,42, 125–131.

JUNG S., DE LAMBAL LERIE-ANTON M. and GHOUL M. (2000a)Modifications ofultrastructure andmyofibrillar proteinsof post-rigor beef treated by highpressure. Food Scienceand Technology 33, 313–319.

JUNG S., DE LAMBAL LERIE-ANTON M., TAYLOR R.G. and GHOUL M. (2000b) Highpressureeffectson lysosomeintegrity and lysosomalenzymeactivity inbovinemuscle.J. Agric. Food Chem. 48, 2467–2471.

JUNG S., GHOUL M. and DE LAMBALLERIE-ANTON M. (2000c) Changes inlysosomal enzyme activities and shearvalues of high pressure treatedmeatduring ageing.Meat Sci. 56, 3 239–246.

JUNG S. (2000d) Etude de l’effet des hautes pressions sur la texture,l’ultrastructure et un systeme enzymatique de viande bovine. PHD.,University of Nantes,171 pp.

KALICHEVSKY M.T., KNORR D. and LILLFORD P.J. (1995) Potential foodapplications of high pressureeffects on ice-water transitions. TrendsFood Sci. Technol., 6, 253–259.

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KENNICK W.H., ELGASIM E.A., HOLMES Z.A. andMEYER P.F. (1980)The effects ofpressurization of pre-rigor muscle on post-rigor meat characteristics.Meat Sci 4, 33–40.

KNORRD., SCHLUETER O. andHEINZ V. (1998)Impactof high hydrostatic pressureon phasetransitionsof foods. Food Technol., 52, 42–45.

LARSON W.P.,HARTZELL T.B. andDIEHL H.S. (1918)The effect of high pressureson bacteria.J. Infectious Diseases, 22, 271–281.

LAWRIE R.A. (1998) Meat Science.WoodheadPublishing Limit ed, Cambridge,336 pp.

LEANDER R.C., HEDRICK H.B., BROWN M.F. and WHITE J.A. (1980)Comparison ofstructural changes in bovine longissimus and semitendinosus musclesduring cooking. J. Food Sci., 45, 1–6.

LEDWARD D.A. (1998)High pressureprocessingof meatandfish. In: Freshnovelfoodsby high pressure, Autio K., VTT BiotechnologyandFoodResearch(eds), 165–175.

LEDWARD D.A. (2002)High PressureProcessingof MeatandFishHigh PressureResesarch in press.

LOCKER R.H. and WILD D.J.C. (1984) Tenderization of meat by pressure-heatinvolves weakening of the gap filamentsin the myofibril. Meat Sci., 10,207–233.

LUDIKHUYZE L., LOEY VAN A., INDRAWATI andHENDRICKX, M. (2001), Combinedhigh pressurethermal treatment of foods. In: Thermal technologies infood processing, Richardson, P (ed.), Woodhead Publishing Ltd,Cambridge.

MACFARLANE J.J.(1973)Pre-rigor pressurization of muscle: effectson pH, shearvalue andtastepanelassessment. J. Food Sci., 38, 294–298.

MACFARLANE J.J. and MCKENZIE I.J. (1986) Pressure-acceleratedchanges in theproteinsof muscleandtheir influenceon Warner-Bratzlershearvalues.J.Food Sci., 51, 516–517.

MACFARLANE J.J. and MORTON D.J. (1978) Effects of pressuretreatmenton theultrastructureof striatedmuscle. Meat Sci., 2, 281–288.

MACFARLANE J.J.,MCKENZIE I.J. andTURNERR.H. (1980)PressureinducedpH andlength changesin meat.Meat Sci., 7, 169-181.

MACFARLANE J.J.,MCKENZIE I.J. and TURNER R.H. (1980) Pressure treatment ofmeat:effects on thermal transitions andshearvalues.Meat Sci., 5, 307–317.

MACNAUGHTAN A.F. (1978)A histological studyof postmortemchanges in theskeletal muscleof the fowl (Gallus domesticus). II. The cytoarchitecture.J. Anat., 126, 7–20.

MCCORMICK R.J. (1994)The flexibility of the collagen compartment of muscle.Meat Sci., 36, 79–91.

MANVELL, C. (1996), Opportunities and problems of minimal processingandminimal-processed foods. Paperpresented at the EFFoST ConferenceonMinimal Processing of Foods.Cologne, November, 1996.

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MARGEY D.M., PATTERSON M.F. and MOSS B.W. (1997) Effect of varioustemperature/pressure combinations on the microbiological and qualityattributesof poultry meat. In: High Pressure Research in the Biosciencesand Biotechnology, HeremansK. (eds),307–310.

MARTINO M.N., OTEROL., SANZ P.D.andZARITZKY N.E. (1998)Sizeandlocation ofice crystalsin pork frozenby high-pressure-assistedfreezingascomparedto classicalmethods. Meat Sci., 50, 303–313.

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17.1 Introduction

A variety of restructured meats have been marketed successfully over the last 30years in the UK, the USA and elsewhere. The success of these products hasarisen from consumer demand for convenience, variety, consistent quality and,also, the economic desirability for the manufacturer to upgrade meat rawmaterials. Products are referred to, variously, as ‘restructured’, ‘reformed’,‘flaked and formed’, ‘chopped and shaped’ and ‘chunked and formed’determined to a large extent by the size of the constituent pieces (Franklinand Cross, 1982; Sheard and Jolley, 1988). The term ‘intermediate valueproducts’ is also used (Breidenstein, 1982), suggesting that this type of productis perceived by the consumer, and marketed, as intermediate in value betweentraditional burgers and intact muscle steak.

In the UK, products are usually frozen, may be breaded and coated, and areusually rib or steak-shaped, with an appropriate coined name (e.g. joysteak,grillsteak or ribsteak). Restructured meats may also be used as an alternative toordinary diced meat in canned meats or ready meals. Some products are sold in abun or as the main component in a ready meal. The largest, and most easilyidentified, sector is that for grillsteaks. A UK survey of grillsteak-type productsshowed that most have a meat content of 93% or above, though some were as lowas 55% (Jolleyet al., 1988). Beef was the main ingredient in the products surveyed,though restructured ribs are usually pork and there are some lamb products. Poultrymeat also features strongly. All the products included in the survey contained salt;phosphate, soya and caseinate were common in products with lower meat contents.

Meat restructuring ‘involves the assembly of meat pieces into a cohesiveproduct which aims to simulate or retain the texture of high quality muscle’

17

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(Sheard andJolley,1988).This definition is useful in that it conveys somethingof the way in which the products are made: comminution followed by re-assembly or thebinding together of theconstituent pieces.It alsoprescribestheobjectivein termsof the desiredtextureandthe way in which that is achieved:eitherby simulation (which is necessarily the casewherethe meatshavebeenfinely comminuted to a pasteor emulsion) or by retaining the typical fibroustexture of good quality whole muscle, as is the casewhere the piece size isrelatively large (e.g. chunked and formed products). Cohesion is developedduringcookingby thegelation of meatproteinssolubilisedduringprocessingbythe actionof salt.

Most of thepublished researchhasemanated from theUnitedStates(seeforexample, Franklin and Cross,1982; Pearsonand Dutson, 1987) where thereappears to be a greater useof freshmeatthan in the UK and more product istargetedat the food service(catering) sector(Field, 1982), including the armedforces(Shults, 1982).This review,for obviousreasons,focuseson thesituationin the UK wherethe useof semi-frozen meat is more common. Section 17.2describes the sequence of operations involved in the manufacture of UK-stylegrillsteaks(tempering,pre-breaking,flaking, mixing, formingandfreezing).Thesamestages,with a few modifications, are employed in the manufacture ofrestructured roasts and diced meat. Factors affecting product quality arediscussed in Sections 17.3–17.6 which highlight the need for accuratetemperature control at the pre-break stageand explains the role of salt andphosphate in producing an adequatebind. Also included is somepreviouslyunpublished data from this laboratory. Some recent developments arehighlightedin Section17.7.

17.2 Product manufacture

The manufacture of UK-style grillsteaks involves a series of operations,summarised in Fig. 17.1 anddescribed below.

17.2.1 Raw materialsMost productsare madefrom frozen meat (at ÿ18ºC) and distributedfrozen.Frozen meat is usually purchasedas 27kg blocks specified with respect toanimal(e.g.cowor steerandage),cut (forequarter cutssuchaschuckandblade,flank andbrisket,neckandshin) andamountof fat, usually on thebasisof visuallean.Before the crisis surroundingbovine spongiform encephalopathy(BSE) itwas common to use cow meat (5–8 years old) for grillsteak production.Arguably (seefor example Crosset al., 1976), the quality of grillsteaksmadepost-BSE has improved given the requirement to useanimals of less than 30months which yields more tender meat than that from older animals. Themanufacturer is unlikely to have any control over factors, other than thosespecified,which might influenceprocessingquality beforethe blocks arrive at

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the factory. Otherraw materials may includemechanically separatedmeat, salt,phosphate, onion, rusk, spices,monosodium glutamate, hydrolysed vegetableprotein, sodiumbisulphite andcasein.

17.2.2 TemperingMeatat18ºCis extremely hardandprocessingat frozentemperaturescanleadtoequipment damage(Koberna, 1986). It is usual, therefore, to temper frozen

Fig. 17.1 Methodof manufactureof UK-style grillsteaks.

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blocks, i.e., to increase the temperature of the block, usually to a target in therangeÿ2 toÿ10ºC,to facilitate furtherprocessing. Theredoesnot appearto beanyideal temperatureand,in practice, thetargettemperatureis usuallybasedonpragmatic considerationsandpastpractice (‘we’ve alwaysdoneit like this’). Inonecompany,thetargettemperatureis governedby thecapability of theformerat the endof the processingline which operates well only at low temperatures.Increasing meat temperature to the target, reducesthe ice content but, moreimportantly, modifiesthemechanicalpropertiesof theblock (seeSection 17.3).

Two methodsof tempering areused:cold roomor microwave, or sometimesa two-stage temper(microwave followed by cold room tempering), the lattergiving bettercontrol over temperature.The main disadvantagewith cold roomtempering is thatseveral daysarerequired to reachthetargettemperaturewhich,in turn, requiresproduction to be forecast several daysin advance. Cold roomtempering often gives rise to temperature variation within (the surfacebeingwarmer thanthe interior) andbetween blocks(JamesandCrow, 1986).Therateat which meat tempersdepends on the way in which blocks are stacked,airspeed, temperature and position within the cold room. Poor stacking canmarkedly extendtempering times (JamesandCrow, 1986).The importance ofaccurate temperaturecontrolat this stageis not alwaysrecognisedand,at worst,product may be tempered wherever there is spacein the factory at ambienttemperatures.

The main advantageof microwavetempering is speed;it also requires lessspace.Experiments carried out at Bristol demonstrate that frozen blocks,processed directly from frozenstorage, canbetemperedin aboutfive minutestoÿ3ºC(0 toÿ5ºC),using a 30kW,896MHz microwave(JamesandCrow,1986).Because it is difficult to meetthe targettemperature consistently,theremay beoccasions when the meat is either under-tempered (i.e. too cold) or overtempered(i.e. too warm), leading to variability in particlesizedistribution andproduct quality (Koberna, 1986).

17.2.3 Pre-breakingA variety of designsof pre-breakerexist suchas chippers,flakers,guillotinesand grinders.These differ markedly in the mode of action but all effect areduction in size sufficient for further processing.In the UK pre-breakingbygrinding is probably the most common, using a kidney-shapedpre-break plateand‘kni fe’. Most modelsrequirethe meat to be temperedbeforepre-breaking.However, thereis an attraction of pre-breaking blocksdirectly from the freezerstoreandthe more powerful machinescando so,but at the expenseof productquality. Productcohesivenessis adversely affected whenmeatis pre-broken bygrinding at low temperatures,and accompanied by increased cooking losses(Ellery, 1985; Jolley et al., 1986), probably through damage to fat cellsgenerating more liquid fat during cooking (Evansand Ranken,1975), whichcould interfere with productcohesiveness(Jolley andPurslow, 1988).

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17.2.4 FlakingFlaking appearsto be the methodof choice for grillsteak manufacture,thoughostensibly thereis no reason why other methods of comminution could not beused.Comminution by flaking is relatively new,theequipmentbeingdevelopedin the 1960s by Urschel International, based on Comitrol machinesusedoriginally for cutting, slicing and dicing vegetables. The main purpose ofcomminution is to reduce the sizeof sinewandgristle,which would otherwiseresult in objectionable toughness. Fat is also comminuted and not easilydiscernible in the final product,especially usingsmallerflaking heads, evenathigh fat contents.

Cutting is effectedby animpeller thatrotatesat 3000rpm (50 revsa sec)andforces meat against a stationary cutting head (Fig. 17.2). The severity ofcomminution canbe controlled by selectingthe appropriatecutting headwhichcanvary in aperturesize(ranging from 60 to 1600thousandthsof an inch, i.e.,1.5 to 40.6mm) and the numberof cutting stations (Anon., 1980). It is usual,where meatsof different quality areused,to usea smalleraperture size(<120)for low-quality meats(with high fat and connectivetissuelevels) anda largeraperture size (180, 240 or 390) for the betterquality meats(Anon.,1980).

17.2.5 MixingSalt, typically 0.5ÿ1%, is addedduring mixing, together with any otheraddedingredientssuch as rusk, phosphate,onion powder, wheat gluten, caseinate,dextrose, sulphite (as preservative), soya flour, concentrate or isolate, MSG,pepperandspices.Water,addedto cheapen formulationcosts,may necessitatetheaddition of ruskor soyato reduce cooking losses.A smallquantityof added

Fig. 17.2 Schematicdiagramillustrating the cutting principle of the ComitrolÕ

processorby UrschelLaboratories(Anon., 1980with permission).

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watermaybeusedto compensatefor evaporative lossesduringprocessing,withlittle effect on eating quality or cook losses.Salt and phosphate have asynergistic effect when usedtogether, usually at a ratio of about1:4. Flavourconstraints limit the amountof salt that canbe addedto about1.5%.

Initially the comminutedmeat mass is relatively free flowing but asmixingproceedsbecomestackyandtends to ‘ball together’ due,presumably,to proteinextraction. Mixing timesvary but typically arearound five minutes,dependingon the productand type of mixer. This allows sufficient time to distribute anyaddedingredients uniformly throughthe meatmass and,more importantly, tosolubilise myofibrillar proteins.Thoughit is difficul t to prove,using analyticaltechniques, protein solubilisation can be inferred from the clear effects thataddedsalt hason cooking lossesandcohesive strength.

Shortmixing timesareusually associatedwith a loose,friable texture whilstexcessive mixing times usually result in an objectionably rubbery texture.Optimal mixing timesareusuallydetermined by trial anderror or a subjectiveappraisal of the appearance of the mix. Invariably, optimal mixing times varyfrom experiment to experiment (Booren et al., 1981a,b; Coon et al., 1983;Durland et al., 1982;Noble et al., 1985;PepperandSchmidt,1975) indicatingthat the ‘best’ mixing time may dependupon the propertiesof the meat beingmixed andalsovary from machineto machine.

17.2.6 FormingThe useof a high-speedpatty former is the most popular means of impartingshapeto the finishedproduct and achieving accurate portion control. A widerangeof formers are available but all operate on roughly similar principles,employing a reciprocating mould plate and a means of transferring the meatfrom a hopperandto themould. Mould plates(round, steakor rib-shaped,etc.)can be changed according to the product required.Most formers operatewellover a relatively small temperature range, outside of which weight controlbecomesmore variableandproductcanbecome ragged(Koberna, 1986).Thispresumably is related to the influenceof temperatureon the viscosity andflowbehaviourof the meatmass.

An alternativemethodof forming is to extrudethe meatinto a log which isthen tempered and sliced, as required. In the production of Bernard Matthewsturkeyroasts,leanturkeymeatis co-extrudedwith a coating of fat in cylindricalform for subdivision into joints or steaks.Some products may be battered,coatedandfried.

17.2.7 FreezingSalt doesnot produce a good bind in the raw stateand so most products aretherefore frozen, usually cryogenically, using liquid nitrogen or liquid carbondioxide, sprayed onto the food. Cryogenic freezing is rapid and has theadvantageof reducing evaporativelosses (Tomlins, 1995). However, it is

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expensive and some companies now use conventional blast freezing andcompensatefor the higher evaporative lossesby adding water.

Salt is a pro-oxidant increasing the rateof lipid oxidation (see,for example,Chen et al., 1984) and also discolouration. Even at freezertemperatures,salt-treated comminutedmeatcandiscolour within a few dayssomostproducts arepackaged in cardboard outers. Frozen product can usually be stored for up tothreemonths,without any adverseeffectson flavour dueto lipid oxidation.

17.3 Factors affecting product quality: temperature, icecontent, particle sizeand mechanicalpropert ies

Conceptually, a restructuredmeat product can be viewed as comprising meatpieces in a matrix of solubilised meatprotein (Fig. 17.3). This model, thoughsimplistic, suggests three key factors that might affect eating quality: (i) thenature of theparticles (their size,shape, surfacemorphologyandfibre direction)including their orientationandcomposition,(ii) the amountandcomposition ofthe exudateand (iii) the relative proportion of piecesto matrix. Thus, someauthorshavesuggested‘optimal’ size reductionand‘optimal’ adhesion betweenmeat pieces(’bind’ ) to be key determinants of product quality (Jolley andPurslow,1988).In orderto controlandmanipulateparticlesizeandadhesion,it

Fig. 17.3 Schematicdiagramof a restructuredmeatproduct(Adaptedfrom Jolley andPurslow,1988).

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is importantto understandthe factors affecting them.As well ashavinga directeffect on eatingquality, particlesizealsoaffectstheappearanceof theproduct,andthe available surfaceareafor protein extraction. In grillsteakmanufacture,the size reduction is a two-stage operation, involving pre-breaking (whichachievesa relatively coarsecomminution) and flaking (a fine comminution).The temperature of the meat is critical becauseof its effectson ice content andmechanical properties.

17.3.1 Ice contentLeanmeatat slaughter containsabout75%water.The proportion which freezesdepends on thetemperatureandcanbeexpressedby theequation I � 1ÿ ifp=TwhereI is the fraction of freezablewater,ifp is the initial freezingpoint (aboutÿ1ºC in lean meat)andT is the temperature in ºC (Fig. 17.4).The rationale forthis behaviouris that solutesnaturally present in the meatreduce the freezingpoint and these becomeprogressively concentrated in the unfrozen liquor,resultingin an ionic strength of about1M atÿ5ºCand2M atÿ15ºC(Offer andKnight, 1988b). It is evident from Fig. 17.4 that some water remainsunfrozenevenat very low temperatures(< ÿ30ºC); also, the ice content changesmostrapidly betweenÿ1 andÿ10ºC, i.e., the temperature rangein which processingtakesplace. Salt causes a depression of the initi al freezing point (Table 17.1)which hasa markedeffect on ice content (Fig. 17.4).

Fig. 17.4 Relationshipbetweenice content(I) andtemperature(T) for leanbeefatinitial freezingpoints(ifp) of ÿ1, ÿ2, ÿ3 andÿ4ºC calculatedusingthe expression

I� (1ÿifp/T)�100%.

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17.3.2 Changes in ice content and temperature during processingTemperaturesusually riseduring processing,whilst theice content falls (Sheardet al., 1989,1990b,1991a,b). However,the ifp is loweredby theaddition of saltduring mixing – causing ice to melt – and it is not uncommon to see thetemperaturefall by 0.5 to 1ºC during mixing with salt (Sheard et al., 1990c).Temperaturesat the endof mixing andforming aretypically around ÿ2ºC andunlikely to rise much above this unless product has been standing for longperiods due to equipmentfailure. Differencesin pre-breaking temperature canlead to relatively large differencesin ice contentat the end of the processingline, though differences in temperaturesareonly small anddifficult to measure.Small temperaturedifferencesat theendof theprocessingline oftenreflectlargevariability in temperatureat thebeginning of theline. Unlesstemperatureis wellcontrolled at the tempering andpre-breakstage,variation in productquality canbe expected. Temperature measurementsat the tempering stageare thereforeessential for quality control purposes.

17.3.3 SizereductionThe factors influencing particle size havebeenreviewed elsewhere(Sheard etal., 1990a),aresummarisedin Table17.2andillustratedin Table17.3.Particlesize was measured by collecting particles on a pre-weighed perspex sheet,analysedusinga video imageanalysistechniqueandpresentedin variousways(size distribution, number of particles per g, surface area per g or meanthickness).The techniqueis rapidandpowerful providing particlesarediscrete;if not, as with mince, particle size may be measured using a wet sievingtechnique(Sheardet al., 1991a).

Meat pre-broken by grinding ranged in sizefrom tiny fragmentsof lessthan1mm in diameterto large, irregularly shaped piecesapproximately 4–5cm indiameter (Ellery, 1985;Sheardet al., 1989).Temperaturehada majoreffectonparticle size (Sheard et al., 1989, 1990b), even small differences (ÿ5 andÿ3.5ºC) leadingto significant differences in particle size(Sheard et al., 1989);lower temperaturesproducinga largerproportionof smallerparticles.Thereis alack of informationon thecharacteristicsof particlesproducedby othermethodsof pre-breaking.

Table 17.1 Effect of sodium chloride and sodium tripolyphosphateon the initialfreezingpoint (ºC) of meat(Sheardet al., 1990c)

Phosphatelevel (%) Sodiumchloride level (%)

0 1.0 4.0 means0 ÿ0.82 ÿ1.53 ÿ4.24 ÿ2.200.25 ÿ0.96 ÿ1.57 ÿ4.31 ÿ2.280.50 ÿ0.92 ÿ1.82 ÿ4.46 ÿ2.40means ÿ0.90 ÿ1.64 ÿ4.34 ÿ2.29

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Compared to meatpre-brokenby grinding, flaking resultsin a hugeincreasein the number and surfaceareaof particles (Table 17.3). Individual particlesmay be fractions of a mm thick (i.e. only a few fibres thick), ranging from<1mmto about10mmin thelongestdimension,with anaverageparticleweightof 0.01g(at 100 particles/g). Onemight expectsuchsmall dimensionsto haveimplicationsfor textureandeatingquality. Temperatureandaperturesizeappearto be the most importantfactors to influenceparticle size, thoughnot the onlyones(Sheard et al., 1990a, b, 1991a,b) (Table 17.2).

Providing the temperature is low enough(usually less thanÿ2ºC), flakingappears to result in a true cutting action, leadingto discrete flake-shaped (i.e.broadandthin) particles, resembling fine snowparticles (Sheardet al., 1990a).However, flaking at highertemperaturesresultsin the production of mince-likestrands, very differentfrom thoseproducedat lower temperatures(Sheard et al.,

Table 17.2 Factorspotentially affecting the particle size of pre-brokenand flake-cutmeat

1. Pre-breaking

Temperature Major effect. Cold meatis morebrittle (Sheardet al.,1989,1990b)

Raw material Small differences(Sheardet al., 1989)

2. Flaking

Aperturesize Major effect. Aperturesizeaffectsdiameterandparticlethickness(Sheardet al., 1990a,1991b)

Temperature Major effect. Cold meatis morebrittle. Temperatures>1ºCproducesmince-likestrands(Sheardet al., 1990a,b).

Pre-breaking Major effect. Meat pre-brokenby grinding breaksup farmorereadily thanintact meatpieces(Sheardet al., 1990b)

Meat species Small differencesbetweenleanbeef,turkey breastandturkey thigh meat(Sheardet al., 1990a)

Numberof cutting stations Affects particle thickness(Sheardet al., 1991a)

Impeller speedanddesign Minor effects(Sheardet al., 1991a)

Table 17.3 Particlesizeof meatpre-brokenby grinding atÿ3 andÿ7ºC, re-temperedandthenflaked atÿ3 andÿ7ºC (Adaptedfrom Sheardet al., 1990b)

Methodof temp aperturesize no./g area/g thicknesscomminution (ºC) (mm) (mm2/g) (mm)

Pre-breaking ÿ7 ÿ 2.7 410 ÿÿ3 ÿ 0.8 221 ÿ

Flaking ÿ7 6.1 368 2420 0.4319.0 108 1251 0.80

ÿ3 6.1 164 939 1.0819.0 30 651 1.55

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1991a). The useof high-speedphotography illustratesthis differencein cuttingaction very clearly. At low temperatures,individualpiecesof meat arecut veryquickly (within about a third of a revolution or 0.007s) but at highertemperaturesindividual piecesdeformagainstthe cutting headandarecarriedaround the inside of the flaking headfor many revolutions without being cutbefore emerging asmince-like strands(Sheard et al., 1990a).

17.3.4 Mechanical propertiesIn order to understandand predict the effects of high-speedprocessingon thebehaviour of meatduring comminution, variousauthors have investigatedthemechanicalpropertiesandfracturebehaviourof meatunderdifferentconditions,to determine tensile strength, work of fracture and other properties usingtraditional waysemployedby materials scientists(Munro,1983;Dobraszczyketal., 1987). In common with many biological materials (Ashby, 1983; Atkins,1987; Atkins and Mai, 1986), the mechanicalproperties of meat dependontemperature,watercontent (or ice content), thestrainrate(i.e. the rateat whichthe sample is deformed) and the fibre direction (Dobraszczyk et al., 1987;Munro, 1983;Purslow,1985).At low temperatures(< ÿ15ºC)meat behavesina brittle way (breakingsuddenly in sucha way that the broken endsmay berefitted to regainessentially the original dimensions) but exhibits viscoelasticbehavour (in which samples exhibit extensive deformation before eventualfracture)at higher temperatures(> ÿ10ºC) (Dobraszczyket al., 1987;Munro,1983).Water, it seems,actsasa plasticiser,allowing thematerial to deform to agreater extentbefore fracturing (Atkins, 1987).Munro (1983)showedthatmeatis highly anisotropic (i.e. the structureandproperties of the material dependonfibre direction) abovethe ifp but only slightly sobelow the ifp wheretheratio oftensile strengthsfalls from 5:1 (above the ifp) to 2:1. This observation isimportant because a highly anisotropic material is more likely to produceparticles with a preferred fibre direction than a material that is isotropic orslightly anisotropic.

Brittle behaviouris favoured by high strain rates(Atkins and Mai, 1986),though most workers haveusedstrain ratesmuchlower thanthose encounteredduring meatprocessing(Dobraszczyk et al., 1987;Munro,1983).Recentresultsfrom this laboratory,usinga Charpy impacttest,andstrain ratescomparable tothose used in high-speed comminuting equipment, are shown in Fig. 17.5.Below ÿ10ºC fracture was complete and, from the surface appearance,specimensapparently failed in a brittle fashion.At intermediate temperatures(ÿ10 to ÿ5ºC), fracturewascompletebut wasaccompanied by an increaseinthe amountof energyabsorbed which can be attributed to an increase in theamount of energy absorbedplastically, resultingin greater deformation.At stillhigher temperatures(> ÿ5ºC), fracture wasincomplete, andnon-existentatÿ2to ÿ3ºC whenspecimensmerely deflected on impact. Therewasan anisotropyof impactenergy according to fibre orientationof about2:1; this is far lessthanin thawed (Munro, 1983) or cooked meat (Purslow, 1985) and is probably

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insufficient to resultin a preferredfibre directionduringcomminution.It canbeinferred that at low temperatures(ÿ10ºC) fracture is easily inducedbut poorlycontrolled, leadingto shattering; at high temperatures (closeto the ifp) fractureis difficult to induce without causing extensive deformation, whilst atintermediate temperatures(ÿ5 to ÿ10ºC) fracture can be induced but withoutcausingextensiveshattering and is therefore easierto control.

17.4 Factors affecting product quality: protein solubility andrelated effects

As mentioned earlier, the re-assembly of meat pieces once they have beencomminutedis anessential requirementin restructuring. Goodadhesion (‘bind’ )between meat piecesis widely regardedasa key determinantof quality, usuallyachievedby adding salt, sometimes in conjunction with phosphate,addeddryduring mixing. Other meansof achieving adhesion are discussed later. Inaddition to its effect on adhesion, salt also increaseswater retention, reducescooking losses and may also increase tendernessslightly. The underlyingmechanism involves depolymerisation of myosin and dissociation ofactomyosin, at appropriate concentrations, which in turn (i) allows expansionof the myofibrillar lattice (Offer and Knight, 1988a), thus improving waterretention characteristics and reducing weight loss on cooking, (ii) effectsadhesion on cooking via gelation of the solubilised myosin which binds theconstituent meatpiecestogether and(iii ) effectsa tenderisation partly dueto the

Fig. 17.5 Effect of sub-zerotemperaturesandfibre directionon energyabsorbedduringCharpyimpact testingof frozenandsemi-frozenmeat.

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increased water retention and partly as a result of the disassembly of themyofibrillar filaments.

In orderto control andmanipulatethebeneficial action of saltandphosphateon the propertiesof restructuredmeats, it is importantto understandthe factorsaffecting them (Table 17.4). Thesehave been reviewed in detail elsewhere(Jolley andPurslow,1988)andneednot becoveredhere, other thanto highlightthe following issues.

17.4.1 Effective salt concentrationMyosin is the most abundant muscle protein (Lawrie, 1998) and exists asdiscrete thick filaments in the myofibril. Its solubility with respect to ionicstrength andpH havebeeninvestigatedwidely andit is well known thatmyosinis insolubleat physiological ionic strength (0.15ÿ0.2M) andhigh ionic strengthsbut soluble at intermediateionic strengths0.3ÿ0.6M at pH 5.5. This behaviourof myosin producesa curvilinearrelationship with increasingsaltconcentration:with zero extraction at very low and high ionic strengths and maximumextraction at 5ÿ10% NaCl (Bard, 1965;Callow, 1932;GrabowskaandHamm,1979) i.e., much higher salt levels than those found in restructured meats.Similar relationshipswith increasing salt concentration have been found for

Table 17.4 Factorsaffecting the extraction of myofibrillar protein from meat andadhesionbetweenmeatpieces

Propertiesof raw meatingredients

Rigor state Myofibrillar proteinsmoreeasilyextractedin pre-rigorstate

Muscle type Poorquality meatshavelow salt extractableproteincontents(Saffle andGalbreath,1964)

Freshor frozen Conflicting results(e.g.compareSaffle andGalbreath,1964andActon andSaffle, 1969)

Processingconditions

Particlesize Reducingmeatparticlesize improvesproteinextraction(Acton, 1972)

Extractiontime More proteinextractionat longer times

Temperature Conflicting results(compareBard,1965andGillet et al.,1977)

Addition of salt Causesdepolymerisationof myosinanddissociationofactomyosinat appropriateconcentrations

Addition of phosphate Causesdepolymerisationanddissociation,after enzymichydrolysisto pyrophosphate,the active form. Hydrolysisat0ºC is slow

Adhesion

Proteintype Myosin is betterthanactomyosin.Sarcoplasmicproteinshavelittle adhesivestrength

Fibre orientation 90/90betterthan0/0 or 90/0

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water holding and cooking loss (Callow, 1932; Wierbicki et al., 1957). Otherstudiesin model systemshaveshown thatmeatswelling is a highly co-operativephenomenom and no myosin extraction occurs below 0.6M (i.e. about 3%sodium chloride (Offer and Trinick, 1983). It seemsreasonable, therefore,toquestion the assumption that myosin is solubilised in restructuredmeatswherethe salt concentration, 0.5–1% (0.17M), is much lower than the minimumrequired to evince any myosinextraction.

This apparent conflict hasbeenresolved by arguing that the effective saltconcentration during mixing is much higher than to be expected on a simpleweight basisdue to localisedsalt concentrations,particularly during the initialstagesof mixing (Jolley and Purslow, 1988). Complete equilibration of saltwithin the time allowed for mixing, typically about five minutes, is unlikelygiventhatsalt diffusion throughmeat is slow (Sheard et al., 1990c).In addition,this concentrative effect would be exacerbatedbelow the initial freezing pointwhenlargequantities of waterarepresentasice and,therefore,unavailableasasolvent. In otherwords,comparisonsbetween model systems andtheconditionspertaining during manufacture are quite different due to differencesin thesolvent:meatratio. Given the observableeffectsof addedsalt on meat binding,water holding and cooking losses (seelater), it seemshighly likely, therefore,thatsome,thoughnot necessarily maximal, protein extraction occurs during themanufacture of restructured meats.

17.4.2 Effect of temperatureThe influenceof temperatureon the extractability of muscleprotein hasbeenamatterof some controversy. Gillett et al. (1977) found that maximum proteinextraction at 7ºC,wasabouta third higherthanatÿ4ºCor 20ºC,suggesting thatprocessing above the ifp may be beneficial as far as protein extraction isconcerned. By contrast, Bard (1965) reportedmaximum protein extraction atÿ5ºC, with a two- to three-fold reduction at 0ºC. Recent data from thislaboratory, investigating the influence of temperature(ÿ7 to 15ºC) acrossarange of salt concentrations (0 to 5M), is helpful in understanding thesecontradictory results. The amountof protein solubilised increased from about1mg/ml at 0M NaCl to a maximum at 2M NaCl which declinedat highersaltconcentrations (Fig 17.6). At 2M NaCl, salt-induced protein solubilisationincreasedwith decreasingtemperaturebut this relationshipdid not apply at mostothersalt concentrations.

17.4.3 PhosphatehydrolysisPhosphate,like salt, is a mild structure breaker but its chemistry is morecomplicated.Thoughit canbeusedalone to improve waterretention,juicinessandtendernessat levels of 0.25–5g/100g (Sheardet al., 1999),in restructuredmeatsitis usually used in conjunction with salt. Commercial mixtures may includepyrophosphate and tripolyphosphate as well as longer chain and cyclical

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phosphates(Iles, 1973). The active form is believed to be pyrophosphate(thediphosphateform, (P2O7)

4ÿ) (Yasui et al., 1964) which is producedby hydrolysisfrom tripolyphosphate((P3O10)

5ÿ) andis itself hydrolysed to orthophosphate(themonophosphateform, PO4

3ÿ). Thehydrolysisdependson pH, temperatureandtheionic species. In beef,the tripolyphosphatase activity of myosinis about15 timesthat of the diphosphataseactivity (Neraal and Hamm, 1973), thus favouring theformation of the active form, pyrophosphate. The pH optima fortripolyphosphataseand diphosphatase,5.6 and 6.7 respectively, likewise favourstheformationof pyrophosphateat thenormalultimatemeatpH (about5.5),asdoessodium chloridewhich increasesthe tripolyphosphataseactivity but decreasesthediphosphataseactivity (Belton et al., 1987;NeraalandHamm,1973).The rateofhydrolysis doubles with every 10ºC rise until above 40ºC the enzyme isprogressively denatured (Neraal and Hamm, 1973). At 20ºC, 0.5%tripolyphosphate is brokendown in about8 to 20minutes,whilst 0.5%diphosphaterequires 2 to 15 hours(Neraal and Hamm, 1973). The hydrolysis appearsto bemuch slowerat 0ºC(Neraal andHamm,1973; Sutton1973). Giventheabove, onemight not expectthe hydrolysisto orthophosphateto be completewithin normalprocessingtimesthough it seems thereis sufficient pyrophosphate, even at 0ºC,toexert measurableeffectson meat binding, cook loss andotherproperties.

17.4.4 AdhesionStudies,using ‘model’ adhesive junctions, in which the adhesive is sandwichedbetween two meatpieces,haveshownthat myosin is a strongeradhesive thanactomyosin (Macfarlaneet al., 1977) and that the strengthof the joint varieswith the orientationof the musclefibre (Purslowet al., 1987). It seemsli kelythat thebindingstrengthof restructuredmeat products will bedeterminedby theweaker junctionswhich will bethefirst to fail duringmastication. Sarcoplasmic

Fig. 17.6 Effect of temperatureon the amountof proteinsolubilisedfrom meatindifferent concentrationsof sodiumchloride(from SheardandSavage,1998).

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proteinsarepoorbinders andprobablyplay little part in meatbindingexcept insituations where little or no myofibrillar protein is solublised (Jolley andPurslow, 1988). However, acceptable products can be produced without theadditionof salt or phosphate. In this case,adhesionis probably achievedpartlyby physicalentanglementpiecesandthe aggregationof sarcoplasmic proteins.

17.4.5 Cooking lossesCookinglossesareimportantbecausecooklossnot only affects thefinal weightand,therefore,portion sizebut also the perceived juicinessof the product andpossibly texture as well. Losses can vary widely depending on productformulation, the conditions of processingandthe cooking method.For a givencooking method,salt and phosphate levels are probably the most importantfactors (Mandigo,1982;Moore et al., 1976)and,together, they havea markedeffect on weight loss during cooking (Table 17.5), thoughsalt hasan adverseeffecton thedevelopmentof oxidativerancidity (Table17.6).The typeof meatis alsoimportant(Table17.7),possibly becausemoremyosin is extractedfromwhite fibresthanredfibresunderequivalentconditionsof ionic strength andpH(Xiong, 1994; Xiong andBrekke, 1989).

17.5 Factors affecting product quality: cooking distortion

Cookingdistortion is a persistentproblemwith products – including burgers andgrillsteaks – formed using a high-speedpatty former (Jolley and Rangeley,

Table 17.5 Effect of sodiumchloride andsodiumtripolyphosphate(TPP)on cookinglosses(%) from beefgrillsteaks(Adaptedfrom Sheardet al., 1990c)

TPPlevel (%) NaCl level (%)

0 0.5 1.0 2.0 4.0 means0 34.8 33.0 31.9 31.3 31.2 32.40.25 33.0 31.5 25.8 25.6 26.7 28.50.50 29.2 25.6 24.8 23.1 25.7 25.7means 32.2 30.0 27.5 26.7 27.9 28.9

Table 17.6 Effect of salton TBA valuesandcookinglosseson cookedpork grillsteaks(Adaptedfrom SchwartzandMandigo,1976)

Salt (%)

0 0.75 1.50 2.25TBAa 0.11 0.50 0.84 0.94Cooking loss(%) 37.5 21.0 14.6 13.4

a mg malonaldehydeper kg meat

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1986).Themost commontype is mostreadily seenin burgers that,on cooking,shrink preferentially in one direction and, thus, adopt an oval shape. This issometimesreferredto asunevenlateralshrinkage.Usingultraviolet light (whichcauses fat and connective tissue to fluoresce), Mounsdon and Jolley (1987)demonstratedthat lateral shrinkage is dueto alignment of connective tissueonthesurfaceof theproduct. This wasattributed to friction generatedbetweenthesurface of the product and the reciprocating plate during patty forming. Oncooking, the connective tissue shrinks, generating tension and leading topreferentialproduct shrinkage in the direction of alignment.

Shrinkageduring cookingcanalsoleadto an increase in height(doming) oftheproduct andthedevelopmentof anair-fil ledvacuolewithin themiddleof theproduct. Sometimes fluid accumulatesin thevacuole,a phenomenon sometimesreferred to as ‘welling’. Doming and welling are less common than lateralshrinkage,morevariablein nature anddifficult to control.Sometypes of flame-grilled grillsteaks seem especially vulnerable to distortion. The causesofdoming andwelling wereinvestigatedin two factory-basedtrials conducted byJolleyandRangeley(1986). Selected resultsfrom the first trial, shown in Table17.8,demonstratethatall pattiesshrankmorealongthebase(27–35%) thanthewidth (14–21%), indicatingthat theconnectivetissuewasalignedpreferentiallyalong the lengthof theproduct. Theheight increasein theworstcasewas41%,with fluid losses on puncturing up to 6.7g. The largest single influence ondistortion was the design of patty former (of the two formers used,one wassignificantly worsethan the other), though the causeswere highly interactive(Table 17.9). This explains why the problemsare not easy to control andsuggests that the results obtained in one systemmay not necessarily applyelsewheredueto machine specificity. Perhapsmore importantly, theresults alsoindicate potential difficul ties in scaling up from laboratory-based trials tofactory conditions. Thus, optimal conditions pertaining under laboratoryconditions may not be optimal in the factory situation.

Table 17.7 Cookinglosses(%) from UK-style grillsteaksmadefrom beefforequarter,turkey breast and turkey thigh meat formulated with salt (0 or 0.75%), sodiumtripolyphosphate(TPP) (0 and 0.25%) and water (0 and 2%) (University of Bristol,unpublisheddata)

Treatment Beef Breast Thigh Means

None 32.7 22.8 29.6 29.4Water 37.4 23.0 32.2 31.6Salt 26.6 20.2 22.1 24.0TPP 29.7 18.0 23.7 24.3Water+ salt 28.6 20.0 21.8 24.1Water+TPP 29.7 22.9 25.7 26.8Salt + TPP 25.4 18.8 17.9 20.6Water+ salt +TPP 23.6 20.5 20.2 21.9Means 30.2 20.8 25.0 25.3

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In addition to theconditionspertaining duringmanufacture,cooking method,cook temperature and product thicknessare also important factors (Campbelland Mandigo, 1978; Campbell et al., 1977), presumably becauseof theirinfluence on time-temperatureregimesduring cooking and, thus, the rate ofshrinkage. Thicker products were more proneto height increase, especially athigher temperatures(Table17.10).

17.6 Sensoryand consumertesting

A wide rangeof sensorytests– ranking, category and profiling techniques–havebeenusedto assessthe tactile, appearance, texture, flavour, juicinessandhedonic (i.e. liking) attributesof restructured meats (e.g. Berry and Civille,1986; Cardello et al., 1983; Ford et al., 1978). The textureprofiles that havebeendeveloped(e.g.Berry andCiville, 1986;Cardelloet al., 1983;Savageetal., 1990)usesimilar descriptors to thosedevelopedfor burgers (e.g.Berry andLeddy,1984;Dransfield et al., 1985).Several authors,of which Cardello et al.(1983)andBerry et al. (1987)arethemost convincing,haveshownthat texture,

Table 17.8 Effect of former type (1 and2), delaybetweenblendingandforming (0 or35 min.) andeffectivenessof freezing(‘fast’, ‘slow’) on dimensionalchangesandweightof fluid collectedon puncturing(welling) for UK-style grillsteaks(Jolley andRangeley,1986with permission)

Former 1 2Delay (min.) 0 35 0 35Freezingrate fast slow fast slow fast slow fast slow

Shrinkage,base(%) 30 31 35 32 28 29 27 27Shrinkage,width (%) 15 21 22 20 14 14 16 14Doming (%) 23 31 41 33 12 14 8 9Welling (g) 3.1 6.7 3.3 6.4 2.0 1.6 1.6 1.2

Table 17.9 Level of significanceof main and primary effects (Jolley and Rangeley,1986with permission)

Former Delay Freezing Former Former Delay�delay � freezing � freezing

Shrinkage,base(%) ***Shrinkage,width (%) *** X (X) **Doming (%) X (X) (X) *** *Welling (g) X X ***

* p<0.05,** p< 0.01,*** p< 0.001X maineffectsignificant(p<0.05or better),but significantinteractionwith at leastoneothermaineffect(X) main effect not significanton its own but involved in oneor two significant interactions

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appearanceand acceptability, as assessedby a trainedsensory panel,dependsuponaperturesize. Fatbecomeslessdetectablevisibly with decreasingaperturesize, as does the amount of connective tissueperceived during mastication.Otherstudieshaveshownthat productcohesion,amongother factors, dependsuponthe level of salt or addedmyosin(Ford et al., 1978;Savageet al., 1990),with perceived rubberiness increasing with level of myosin. As might beexpected,juicinessandmoisturerelease increasewith increasingfat level (Berryet al., 1985).

Consumer tests, involving large numbers (typically in excess of 100) ofuntrainedassessors,areconcernedprimarily with preferenceor liking decisions(Nute,1996).In onetrial, theadhesionbetween meatpieceswassystematicallyvariedby adding differentconcentrationsof crudemyosin (0, 1.75,3.5,5.25and7% protein) (Savage et al., 1990). Tensile adhesive strengthmeasurementsincreased almost linearly with increasinglevels of addedmyosin. However,consumer preferencevariedbetweenindividuals; some preferred weakly boundproducts whilst otherspreferredproducts that were strongly bound,and therewasno overall preferencefor any oneproduct.Clearly, these resultschallengethe assumption that an increase in adhesionnecessarily results in a ‘better’product.

In another trial (Nute et al., 1988),eight formulationsof restructuredsteakswereassessedfor texture, saltiness,juiciness, taste, meatinessandoverall likingby consumers in two regionsof the UK (north andsouth).Steaks varied in fatlevel (12 and20%),salt level (0.5 and1%), temper(long andshort) andmixingtime (6 or 12 mins.).Analysis of variance revealedthat consumers wereabletoperceivedifferences in saltinessandjuiciness, althoughtherewasno significantdifferencein overall liking. However, internal preferencemapping showedthatconsumers in the southcould be segmentedinto four categoriesaccordingtotheir preferencefor fat andsalt level (high fat andhighsalt, high fat andlow salt,low fat andhigh salt, low fat and low salt).

In anothertrial, consumers were askedto evaluaterestructured beef steaksmade using different aperture sizes,rangingfrom 1.5 mm to 40.6mm(Cardello

Table 17.10 Influenceof product thicknessand cooking temperatureon dimensionalchangesandweight lossesin restructuredpork pattiescookedto 77ºCon a rotaryhearthoven(Adaptedfrom Campbellet al., 1977)

Portionthickness(cm)1.27 1.90 2.54

Thickness(%) 106.8 110.9 113.0Cook loss(%) 40.5 35.6 31.9

Cook temperature(ºC)149 177 205 233 261

Thickness(%) 97.5 107.6 113.4 115.0 117.5Cook loss(%) 36.8 32.9 37.2 35.7 37.3

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et al., 1983). All the flaked productswere regardedas being different fromgroundbeefpattiesand,also, from intact muscle(ribeyesteak).However, therewas no significant differencein overall acceptability, acceptability of texture,flavour or appearance between any of the flaked products, despite the largerangeof aperturesizesused,andit is tempting to speculate that this, too, is dueto differencesin consumerpreference.

Taken together these trials challengethe idea of generating an ‘optimal’product (in termsof separatecharacteristics suchasbind, texture, or flavour or,indeed,in termsof the product’soverall characteristics) sinceconsumersvarymarkedly in their individual preferences.Of course,thereis considerablescopefor generatingproducts with particular characteristics(e.g.a goodbind or a firmbite) and marketing these in such a way to target certain segmentsof thepopulation in orderto matchproductcharacteristics with individual preferences.

17.7 Future trends

17.7.1 Fresh productSalt is the ingredientof choiceto bind restructuredmeats. Thereis, however,growing consumerpressure against the use of salt in foodstuffs, for medicalreasons.Technically, also, salt has its drawbacks, being a pro-oxidant itacceleratesthe production of metmyoglobin, thusreducingcolour stability andacceleratestherateof lipid oxidation. This,andthefact thatproductcohesion ispoor in the raw state,effectively precludesthe marketing of restructured meatsin the chilled state.Among consumers thereis a perception that fresh is betterthanfrozenandconsumersarewilling to pay a premium for freshproduct.

Thepotential to marketgrillsteak-typeproducts in thefreshstateis illustratedby the growth in sales of freshly chilled burgerswhosemanufacture is verysimilar to that of grillsteaks, and, like grillsteaks,traditionally havesold in afrozenform. In developing a market for freshgrillsteaktypeproducts, themainrequirement is to maintain colour stability andminimisebacterialgrowth. Theformercanbeachievedsatisfactorily by usingalternativebinders to salt,thatdonot accelerate the formation of metmyoglobin, and using an appropriatepackaging systemto extendthe colour shelf-life (e.g. a modified atmospherepackcontaining 70%oxygenand30%carbon dioxide). Bacterialgrowthcanbeminimisedby usingsodiumbisulphite.

Oneinnovativesolutionto overcoming theseproblems involvestheuseof thepolysaccharidesodiumalginate,whose usein meat for this applicationwasfirstadvocatedin thepatent of SchmidtandMeans (1986). Cross-linking is achievedchemically, rather than thermally, between divalent cations, usually calcium,andtheguluronicacidmoitiesof alginate.Products made usingalginate,packedundermodifiedatmospheres retain a bright red, freshcolour for at least a weekstoredat2ºC(Richardsonetal., 1989).Theprocessworksbestabovetheifp, butonce gel formation is complete, products can be frozen without impairingproduct cohesion. Therateof bind development,andits ultimate strength,in the

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raw andcookedstate,canbecontrolled by the type of calcium salt, theamountof addedalginateandalginatetype(Trout,1989;Richardsonet al., 1989).Weakacids suchas citric acid or lactic acid can also be usedto control the rate ofgelation by acceleratingthe release of calcium. Althoughglucono-delta-lactone(gdl) is not itself acidic, it may also be usedfor this purpose as it is slowlyhydrolysedin meat to gluconicacid; gdl alsopreventstheundesirableafter-tastesometimesexperiencedwith thealginate/CaCO3 systemdescribedby MeansandSchmidt (1986). The rate of gelationmust be suchthat the gel is not brokendown during mixing and forming (Richardsonet al., 1989). It is desirable toavoid theuseof sodiumchloride asthis interfereswith thedevelopmentof bind,asdoescollagen (Richardsonet al., 1989).

Anothersystemcapable of producing cohesion in the raw stateinvolvestheuseof extractedplasmathrombin andfibrinogen(WijngaardsandPaardekooper,1988). This ingenious application of the blood clotting mechanism wasdeveloped at the Netherlands Centre for Meat Technology. Gel formation isthe result of the conversion of fibrinogen into fibrin by the enzymethrombin.Fibrin molecules, in turn, becomecovalently cross-linked by the action oftransglutaminase, present in the partially purified fibrinogen,which alsocross-links fibrin and collagen. An advantageof this system is that a well boundproduct canbemadeevenwherethereis a high level of collagen.Gel formationis complete in about12hoursdependingon temperatureandpH, theultimategelstrength being determined by the fibrin concentration.

A third systememploys purified transglutaminase (Kuraishi et al., 1997;Nonaka et al., 1989).Thoughrelatively expensive, it is very effective binder.The enzyme may be addeddry, using casein asa carrier, or addedwith water.The rate of bind developmentdepends on enzymeconcentration, temperatureandtime. At chill temperatures,bind developsin threeto six hours.

17.7.2 Engineered textureMost processdevelopmentandproduct formulation hasbeenlargely empirical,on a trial and error basis,without any real understanding of the underlyingprinciplesthatgovern endproductquality. However,thereareexceptionswhichdeliberately set to out to overcome some of the obstacles encountered indeveloping a comminuted product with a steak-like texture. Theseso-called‘secondgeneration’products (Jolley et al., 1988),apparentlybasedon thepatentapplication of Bradshaw and Hughes (1986), overtly claim to havesteak-likecharacteristics. They comprise a ‘texture-imparting’ phaseof relatively largepieces and a ‘succulence-imparting’ phase of finely comminuted meat,presumablya lower graderaw material havinga higher fat content. Alignmentof the piecesreputedlyoccurs during forming. Thoughexamples like this arefew, the very fact that suchproducts havebeendevelopedis encouraging andaugurs well for the future.

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17.8 Sourcesof further infor mation and advice

This chapterhasconsidered the processingof restructured meats,a subjectthathasbeenreviewed extensively elsewhere(Franklin andCross,1982;Jolley andPurslow, 1988; Pearsonand Dutson, 1987; Sheard and Savage, 1998). Inconclusion it is worth emphasisingfour points.

1. Good control over temperature is vital when processingbelow the ifp toavoid variability in productcontrol. Practically, this is achievedby goodtemperature control at the start of the processing line (i.e. at thetemperature/pre-breakstage)andkeepingconditionsconstantat laterstagesof processing.

2. Somequality problemsare highly interactive and machine specific and,therefore, diffi cult to control. The resultsobtained in onesystemneednotnecessarily apply underother conditions.

3. There are enormous obstacles to producing a steak-like texture and thisgoal, perhaps, is unattainable using existing methodsof comminution,mixing andforming.

4. Consumersvary widely in their individualpreferences– for degreeof bind,optimal level of fat andsalt,etc.– andthereis scopefor targeting segmentsof the population to match product characteristics with their particularpreferences.

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18.1 Introduction: the product

This deals with ‘fermented sausage’, a product with an ancient origin in con-tinental Europe and receiving increasing interest in other parts of the world likeAustralia. The basic concept of its preparation involves comminution of muscleand fat tissue with salt, nitrate and/or nitrite and spices often including sugar,starter cultures and other additives such as non-meat proteins. After stuffing themixture into a casing, the resulting sausage is left to ferment and dry, often intwo consecutive and separate stages. The presence of salt, the lowering of wateractivity (aw) and the exclusion of O2 selects for salt tolerant lactic acid bacteria,producing lactic acid from carbohydrates added and/or present. This lowers pHto final values between 4.5 and 5.5, inducing denaturation of salt solubilisedprotein to a gel structure that can be sliced. The adequate (fast) reduction of pHand the lowered aw ensure both product stability and safety. Once these basicrequirements are met, the production technology allows for many but imprecisevariations, yielding a variety of different products, presenting a considerablechallenge to standardisation and management of quality. The differenttechnologies involved lead to two general types of products:

• Northern type products(NP) containing beef and pork and characterized byrelatively short ripening periods, up to about three weeks, involving clearlyseparated fermentation (about three days) and drying periods. Fermentationtemperatures do not normally exceed 30ºC. Some products, particularly in theUS, are not dried but pasteurised after fermentation (Pearson and Gillet,1996). Rapid acidulation to final pH values just below 5 followed by product-dependent weight losses during drying ensures safety and shelf-life. Smokingis applied to add specific flavour (taste and aroma).

18

Quality control of fermented meatproductsD. Demeyer, Ghent University and L. Stahnke, Chr. Hansen A/S,Hørsholm

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• Mediterraneanor Southern typeproducts(MP) arepredominantly pureporkproducts and involve longer ripening periods, up to several months.Fermentation occurs at lower temperatures (� 20ºC versus> 25ºC) andacidulation to final pH values above 5 is thereforeslower and often notclearly separated from drying. Smokeis not applied, exceptfor the typicalHungarian sausage, and shelf-life is mainly determined by drying andlowered wateractivity.

Variations within these basic technologiesyield productsvarying in moisturecontentbetween 25 and50%(Acton andDick, 1976).In all types,very complexand interrelated physical, chemical andbiochemical changes in the protein, fatandcarbohydrate fraction, brought aboutby meataswell asmicrobial enzymeactivity, determine both safetyandsensory quality of the product (for a recentreview, seeOrdonez et al., 1999).

18.2 The quality concept

As with all meatandmeat products, fermentedsausagesaresubjectto a qualityconcept that hasbeenenlarged, essentially becauseof the definite condition ofsurplus meatproduction in the industrialised countries. In the complex set ofvariable interacting criteria that determine purchase(consumption?)of a meatproduct, indirect criteria, associated with the production of meat and rarelyperceptible or measurable on the product, have become more important(Demeyer,1997). Direct quality criteria are measurableon the product andmainly relate to safetyandsensoryevaluation.Thesafety of fermentedsausagesis mainly determinedby the inactivation of pathogensthroughthe developmentof desirable added(and/orpresent)microorganismswith theassociateddecreasein pH (Lucke, 2000). It is also covered, together with indirect qualitycharacteristics, by the traceability of the raw materialsused,as laid down inthe requirements for integrated quality control (HACCP concept, brandcertification; Jago et al., 2000) and receiving increasing attention from theconsumer (Gellynck andVerbeke, 2001).

This chapter will not deal with these aspects, but will focus on sensoryquality. Indeed, whereasmicrobial and (bio)chemical changes as well asprocessing technology in relation to meat fermentation have been discussedextensively (seee.g. Montel et al., 1998, Ordonez et al., 1999, Kottke et al.,1996 respectively) little quantitative and comparativeinformation is availableon the factorsaffecting sensory quality and its control, exceptfor the Germanliterature(Rodel, 1985). It shouldalsobe clear that the importance of indirectquality characteristics may increase, subject to changes in the relativeimportanceof the many conflicting interests associatedwith the productionofmeat andmeat products (Demeyer,1997).In this respect it is worthwhile to notethat the energycostof Northern type fermented sausageproduction amountsto3.6.10 3 MJ per 100 kg final product, a value closeto tenfold higher than for

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othermeatproducts andmainly due to the maintenance of ripeningconditions(Stiebinget al., 1981).

Within sensory quality characteristics, flavour is very important. Whereaspurchaseand rejection of the product are initiated respectively by appearance(colour) and texture, flavour is the feature that convincesthe consumer to buythe product again (Verplaetse, 1994a). The typical cured meat colour isassociatedwith theformation of thenitric oxideheme pigment, stabilisedby thedenaturation of theglobin component(ActonandDick, 1977). In sometypesofMediterraneanproducts, such as Spanish chorizo sausage, its importance issharedwith that of the colour of addedchilli peppers (Fernandez-Fernandezetal., 1998).Theimportanceof thecuredmeatcolour for fermentedsausagehasofcoursealso beendiminished by the recentlegalisation in the EU of colouringagentssuchas Monascus red (Angkak), cochenille and betanin, derived fromyeast,a scaleinsectandred beetrespectively. Methodsfor their determinationhave beenperfected(Brockman, 1998) and althoughtheir use may facilitatetechnology, it alsoallowsfor theuseof raw materials subjectto lessdemandingquality characteristics.The aptitudeof the sausage for slicing is brought aboutby the combination of gel formation because of acidulationof salt solubilisedproteins, followed by drying. Again, the basic interaction of salt extractedmuscleprotein with pH decreaseand water loss is affectedby a number ofadditives,including, e.g.,milk andsoy proteins,aswell aspolysaccharides.

Flavour is a complex sensory reaction involving taste,smell (odour) andtexture of a product. Odour or aromais by far the most importantcomponent,becauseof the high sensitivity of the nasalreceptors for the numerousvolatilecomponents releasedduring chewing and ingestion. The number of aromacompoundsderivedfrom spicesandsmoking(Northern types) exceeds that ofcompounds derived from metabolism (Schmidt and Berger,1998). The latterhowever are considered very important for the specific sausage flavour(Stahnke,1995b). They are derivedfrom changes in the lipid, protein and, toa less extent, the carbohydrate fraction of the sausagebrought about byinteraction between muscle and microbial metabolismas well as chemicalreactions.Proteinsandlipids areinitially subjectto hydrolysiscatalysedby meat(muscleandadiposetissue) enzymes. This probably facilitatesfurthermicrobial(bacterial) metaboli sm of peptides, amino acids and fatty acids formed(Demeyer,2000).The relative importance of theseprocessesis closely relatedto the ingredientcomposition, to the rate of pH decreaseduring fermentation,andthusto processingtechnology.

18.3 Sensoryquality and its measurement

Thesensoryquality of a meatproduct canbemeasuredin severalwaysby eithersensory or instrumental methodsor a combination of both. All methodshavetheir advantages and disadvantages. Preferably, sensory quality of a driedsausageis measured by a sensory panel: a consumer panel, trainedlaboratory

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panel or an expert panel depending on the purpose in question. Sensoryevaluations can be rather laborious and expensive and are therefore oftenreplaced to variousextentsby instrumental methods, not only in developmentandresearchprojectsbutalso for regularquality control in thefactory.Onemustrealise however, that quality profiles obtainedby merely instrumental meansoftengive too simple results making it difficult or impossibleto link theprofileto the actualquality perceivedby the consumer eating the product. During theeating process,flavour is released from the product in a complex mannerdepending on the matrix itself and by the anatomical and physiologicalcharacteristics of the person eating the food. Also, the perceived flavour isrelated to the previousexperienceand presentexpectations of the individual(Rothe, 1988). The following paragraph will briefly describe the sensorymethodsavailablefor measuring sensoryquality in general. Thespecific sensoryand instrumental methodsapplied for dried sausageevaluationare describedseparately for appearance, texture and flavour together with the presentknowledge on how thesequality concepts develop in relation to processingtechnology.

Several sensory methodshavebeendevelopedandaredescribed in excellenttextbooks (Piggott, 1984; Meilgaard et al., 1991). A brief survey only ispresentedhere.Sensory evaluationmethodscanbedivided into differencetests,scaling andrankingtestsanddescriptivetests. In general, differencetests canbeaccomplishedwith untrainedpanellists, whose numbersdependon the size ofthe difference,whereasdescriptive testsneeda carefully trainedpanelin orderto get reasonable results (Meilgaardet al., 1991). Difference testsallow theinvestigatorto determine if an ingredientor processchangecausesa significantdifferencein the sensory perception of the product.Comparison tests (triangle,paired comparison, duo-trio, etc.) only indicate if a differenceexists or not,whereasrankingtestsalsogive information aboutthedirectionof thedifference.

For estimation of the magnitude of the differenceas well, more elaboratescaling methodsand a trained panel are necessary(Meilgaard et al., 1991).However, scaling methods using hedonic category rating (e.g. like/dislikescales)are generally usedwith untrained assessors sincetrained panellists areunlikely to give trueaffectiveresponses(LandandShepherd,1984).Descriptivetests break down the overall sensoryattributesinto separate descriptors. Theterm ‘rancid’, for example,is oftenusedasoneof thedescriptors for evaluatingthe flavour of fermentedmeatproducts. During training the panelis exposedtoreferencesamples that represent the individual flavour or otherdescriptorsbothin orderto learnwhat they stand for andto be ableto quantify their magnitudeon the sameintensity scale(Bett andGrimm, 1994).

Trainedsensory panelstypically consistof five to twenty membersselectedon the basisof their ability to taste andsmell andtheir availability andinterest.Af ter selection, the panellists are trained in the basic principles of sensoryperception, descriptor development and flavour-intensity measurement. Thetraining periodmayrequire manyhoursof practising to perfectevaluation skillsdepending on the purpose of the specificsensoryanalysis, a worthwhile effort,

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since the output from a well-performing sensory panel is as objective andreliable as data obtained from instrumental analysis.Over the years differentformal and systemiseddescriptive procedureshavebeendeveloped. Examplesare The Flavour Profile Method, The Texture Profile Method and TheQuantitative Descriptive Analysis (QDA) Method(Meilgaard et al., 1991).

18.4 Appearanceand colour: measurement and development

Themajor factordetermining theappearanceof a fermentedmeat product is thecolour of the product. However, visual evaluation also involves othercharacteristics that may be covered by the term ‘structure’, a property ofsignificant importancein evaluationof dry sausage slices.Examplesof this areparticle size, uniformity of particles, glistening of fat, stickiness and more(Meilgaard et al., 1991). Evaluation of appearance involves considerablepsychophysical elements, but can be rendered objective by image analysistechnology (Roudotet al., 1992).Such technology hasshown that the surfaceoccupied by fat particles in slices cut perpendicular to the sausagelength,changes very little with drying andis about45%of thetotal surfacearea(ColasandSimatos,1976).Further discussionwill be limit ed to colour.

18.4.1 Sensorymeasurement of colourThe appearance of a fermented sausage has most often been evaluatedsensorially by hedonic scaling methodsor by descriptive analysis either usinga point scale, a ranking scale or a continuous line scale with two anchors(Stahnkeet al., 2002;Hagenet al., 2000;Sanzet al., 1997;Diaz et al., 1997;Dellaglio et al., 1996;Næset al., 1995).Typical colour attributesfor fermentedsausageare whiteness, hue, colour intensity and colour tone of fat and meatparticles. In somecases,colour attributeshave beenevaluatedfollowing theNatural ColourSystem(NCS), a systembasedon theresemblanceof thesamplecolour to the six elementarycolours white, black, yellow, red, blue and green(ScandinavianColor Institute 2001; Stahnkeet al., 2002).

18.4.2 Instr umental measurement of colourThe methodof choice for objectivemeasurementof colour is the useof CIEtristimulus values (X,Y,Z), derived from the sausagesurface reflectance ofspecifiedlight sourcesunderspecificconditionsandtransformedinto colour co-ordinates in order to obtain a uniform distribution. They reflect lightness,rednessandyellowness asrespectively L, a andb (Hunter,1975)or L*, a* andb* (CIE, 1976)andinterconversion betweenbothsystemsis providedfor (http://www.colorpro.com/info/tools/convert.htm). Addi tional psychophysicalparameters chromaticity, hue and redness index can be derived from the co-ordinates.Both rednessco-ordinatesarewell correlatedwith eachother andwith

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sensory colour evaluation (Ansorena et al., 1997) as well as with pigmentnitrosation (Uren and Babayigit, 1997). The sameunits can be usedfor thedeterminationof colour changes after exposure to light, e.g.,colour stability.

18.4.3 Colour developmentThe formation of nitrosomyoglobin is the net result of a seriesof complicatedreactions involving the formation of nitrogen oxide (NO) and its reactionwithmyoglobin or metmyoglobin producing nitrosylated pigments with red andgreyishcolour,respectively. In theMediterraniantypeof processing,the(added)substrate for NO productionis often nitrate, whereasin the Northern type ofprocessing,sodiumnitrite, addedas colouring salt, is used.Use of the formerinvolves bacterial reduction to nitrite, a process generally considered to beinhibited by pH valuesbelow 5.2 (Ally et al., 1992).The latter, however, actsuponaddition asavery reactiveoxidant,andis reducedto NO immediately afterpreparation of the sausage mix, associated with the oxidative formation ofmetmyoglobin andresulting in an immediategreyishdiscolouration of the mix,with loweringof L* anda* values(PribisandSvrzic,1995).Developmentof thestable red colour during fermentation and drying requires the subsequentreduction of the (nitrosylated)metmyoglobin back to (nitrosylated)myoglobintogether with the denaturation of the pigmentglobin moiety.

Theratesof boththeinitial oxidationandthesubsequentreduction, aswell asthestability of thecolour formedto lateroxidation,aredeterminedby acomplexsetof factors linked to both processingandraw materials. Theseinclude, e.g.,the amountsof nitrite used,the rateof pH drop during fermentation,the useofanti-oxidant additivesandtheanti-oxidantactivitiesof thestarterbacteriaused.The reducingactivity of the meatusedand/orits pH arealsoimportantfactors.In general,thesusceptibilities of (cured)meat pigmentandlipid to oxidationaretightly linked and increase with decreases of pH and of the reducingenvironment. Mechanisms determining the latter include, e.g., the use ofoxidative muscleand thus higher pigmentand iron concentrationsand higherlipolytic activity aswell as the presenceof lower concentrations of a seriesofendogenousand/or addedantioxidative compoundssuchas�-tocopherol (vit.E),numerous phenolic compoundsof plant origin and, possibly, carnosine. Theinteractionsof suchcompoundswith membranestructuresandenzymes,aswellaswith spicesinvolve pro-aswell asantioxidantactivitiesof e.g.nitrite andfreefatty acids(!).

As pointed out recently by Bertelsen et al., (2000), much remains to beinvestigatedin relation to the outstandingcolour stability of Parmaham, forexample where colouris formedwithout addednitrate/nitrite. It would seemthatfor the Northern ripening processthe useof sodium ascorbate(e.g. 600 ppm)with minimal amountsof sodium nitrite (e.g.150ppm) is sufficient to obtain anacceptablecolour stability also reflected in a low redox potential (Ally et al.,1992), minimal lipid oxidation (Zanardi et al., 2000) and efficient oxygenconsumption (Torfs andDemeyer, in preparation).The latter may be relatedto

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the use of starter organismswith antioxidant activities (catalase,superoxidedismutaseand/or nitrate reductase activities) also contributing to flavourdevelopment (Barriere et al., 2001).pH valuesbelow 4.9 havebeenconsideredharmful for colour development (Stiebing and Rodel, 1989). It is evident thatcolour control can involve the introduction of limit values for colour co-ordinates, taking into accountconsiderablevariability: Dellaglio et al., (1996)reported coefficients of variation between5 and 11% for CIELAB colour co-ordinatesfor theinterior of thesamesausagebrand,whereasTorfs andDemeyer(in preparation) could detect significant differencesboth within and betweenproduction units (cutters)in two companies.

18.5 Texture: measurement and development

Threesenses– touch, sightandhearing – maybeinvolvedin sensory assessmentof texture, but in the majority of cases the senseof touch plays the mostimportantrole (Brennan,1984)The ‘in-mouth’ textureis the parameter that isnormally measuredwhenevaluatingdried sausagetextureby sensory means–eitherby descriptive analysis or by hedonicmethods. Quantification hasmostlybeenaccomplishedby a point scaleor a continuous line scale(Stahnkeet al.,2002;Brunaet al., 2001; Garciaet al., 2001;Hagenet al., 2000;Mendozaet al.,2001;Patarataet al., 1997;Diaz et al., 1997).Typical texture attributesusedforfermented sausagein descriptive analysis are: hardness, fattiness, juiciness,stickiness, tenderness,granularity, fibrousnessandclamminess.

The rheologyof dry sausage is that of a visco-elastic body but its structuralcomplexity is better reflected in empirical units, rather than in physical laws.Objective but empirical determination of food texture has been elaboratedextensively, also for meat and meat products (Honikel, 1998). The force(Newton) necessary to penetrate the sausagesurfaceor interior (sausageslice)understandardised conditionsandreferredto as‘hardness’ hasbeenusedmainlyfor texture evaluation of dry sausage(Touraille andSale, 1976).

18.5.1 Development of textureDuring comminution, the added salt solubilises muscle proteins, whichcoagulate and form a gel surrounding lard and meat particles upon theacidification brought aboutby fermentation.The pH necessary for coagulationincreases with increasing salt concentration and is 5.3 at the often-used saltconcentrationsbetween 2 and3% (TenCate, 1960).Accordingto Rodel (1985),hardnessincreasessharply when sausagepH reaches5.4 and further increasesgradually until pH� 4.9 (Rodel, 1985).More detailedstudieshaveshownthatmyosin is the major protein solubilised by salt andthat myosin filaments swelland are progressively fragmented in a ‘halolytic’ process that involvesincreasing loss of the typical band pattern of the myofibrils, depending onintensity of chopping and NaCl concentration. At the periphery of the

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myofibrils, swollen and partly dissolvedproteinsform a network that can beconsidered an ‘adhesive substance’ holding meat, connective tissue and fatparticles together. This network consists of filamentous aggregates whosedimensionsandformationdependon factorssuchaspH andNaClconcentration,determining, for example, the relative rates of filament formation andaggregation(KatsarasandBudras,1992).

Coagulationby acidulation or heatinginvolvesthe formation of morestableandmore intensiveaggregations, associatedwith the releaseof water. The gelformed by coagulation is further stabilised by the release of water occupyingspaces between the aggregates and forms a matrix surrounding fat andconnective tissueparticlesthat determines sausage texture. It hasbeenshownthat proteolytic damageto the myosinmolecule, brought about,e.g.,by ageingor electrical stimulationof beefcarcasses,lowersthestrengthof heatcoagulatedmyosin gels (DemeyerandSamejima, 1991).Muscle cathepsinD-like activitydegradessausagemyosin mainly during fermentation(Verplaetse et al., 1989,Verplaetse,1994b), but significant changes require pH< 5.1 (Molly et al.,1997). It is thereforeclear that acidulation during fermentation inducestwoopposing effectson texturedevelopment: coagulation of the myosin sol into agel aswell asaccelerating proteolytic cleaving of myosin molecules, loweringtheir contribution to gel strength.A moderate negative correlation was indeedfoundbetween proteolytic activity andtexture (Santamariaet al., 1994),andtheclear tenderising effect upon addition of exogenous protease to a sausagehasbeenrelatedto myosindegradation(Melendoet al., 1996).

Diff erent relative rates of acid induced coagulation and proteolysis mayexplain the positive relationship found between initial ratesof acidulationandhardnessdevelopmentasillustratedin Table18.1.Increasedratesof acidulationincrease ratesof drying,a processalso determining rateof texturedevelopment.In the Northernripening process,drying during fermentationis very limited, aswell as pH changeduring drying. The data in Table 18.1 show that texturedevelopmentduring fermentation is determined by the drop in pH, irrespectiveof small weight changes,whereasfurther texture development during drying isthen determined by the loss of water only. Both hardnessdevelopment andweight lossshowexponential changesduring ripening. However, the latter hasbeenreportedto deceleratewith time whereas the former accelerates(TourailleandSale, 1976).It is clearthat numerousfactorsaffect the interrelatedratesofboth acidulationanddrying.

18.5.2 Sausagecomposition and sizeThe use of PSE pork (Townsend et al., 1980), the use of spices(Vandendriesscheet al., 1980), starter organisms (Demeyeret al., 1986) andsoy protein (Stiebing, 1998) are known to increaserates of acidulation anddrying andthusof texture development.Substitution of KCl andCaCl2 for NaClat equivalent ionic strength significantly reduceshardnessas well as sensorytexture andcolour intensity (Gimenoet al., 1999).A higher fat contentof the

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sausagemix decreasesboth rateof pH drop andrateof hardnessdevelopment(Rodel, 1985;Touraille andSale, 1976).The useof between 50 and60%lard inthe sausage mix (equivalent to 40 and 50% fat), can result in a spreadableproduct (Klettner,1989).Increasing sausagediameter clearly decreasesthe rateof drying andthusrateof hardnessdevelopment (Rodel, 1985).An increaseinsausagediameteralsodecreases the rateof pH decline becauseof an increasingcontributionof proteolyticprocesses to metabolism (Demeyeret al., 1986)(Loiset al., 1987).

18.5.3 Conditions of batter preparationAccording to Rodel (1985) and Tourraille and Sale (1976), the degree ofcomminution doesnot affect texturedevelopment.Lowering theaveragesizeoffat particlesto 1.5mm, however was found to decreaseinitial as well as finalvaluesfor hardness(Table18.1); the findingsprobably related to the smearingof fat aroundprotein particles.An increaseddegreeof lipolysis for the fat usedmay intensify theseeffects(Touraille andSale, 1976).In a detailedstudy underpractical conditions, Van ‘t Hooft (1999) concludedthat the meanprocessingfactors that significantly determine binding and structure are (i) meattemperature (ÿ2 better thanÿ4ºC), fat temperature(ÿ18 better thanÿ10ºC),saltchopping time (60 betterthan20 sec.)andvacuumtreatment(90 betterthan

Table 18.1 Ratesof acidification,drying andtexturedevelopment

Experiment pH % DM Hardness(Newton)

Ratesof change(c)d

Expt. 1: effectof startersa

None ÿ0.23 0.03 0.01Startersausage ÿ1.06 0.06 0.06Starterorganisms(n= 4) ÿ0.58�0.06 0.04�0.01 0.03�0.01

Absolutechangesafter2 or 3 and21 d of ripeninge

Expt. 2: effectof comminutionb

Meanfat particlesize(mm2) 2ÿ3d 21d 2ÿ3d 21d 2ÿ3d 21d

24.4 ÿ0.7 ÿ0.9 ÿ1.2 9.6 64 2133.8ÿ6.0 ÿ0.6 ÿ0.9 ÿ0.9 8.8 49 2031.5 ÿ0.7 ÿ1.0 0.6 7.3 61 145

Expt. 3: effectof sausagediameterc % weight loss60mm ÿ1.0 ÿ1.0 9.0 30.5 83 184140mm ÿ1.0 ÿ1.0 4.9 17.9 87 129

a Data relate to experimentsreported by Demeyer et al., (1984). b Data relate toexperimentsreportedby Verplaetseet al., (1990).c DemeyerandClaeys(unpublished).d Initial rates of change calculated from exponential kinetic models proposedbyDemeyeret al., (1986).e Valuesafter ripening-start.

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0 sec.). Thelatterfactorreflectsthepresenceof air pocketsin thesausagebatter,leading to a differencebetween weight and volume loss. Salt chopping timecould berelatedto extractedmyosinanda remarkablefinding wasthat,contraryto GMP, the useof blunt ratherthan sharpcutter knives is to be preferredforgoodtexture.

18.5.4 Fermentation and drying conditionsAir speed,temperature and humidity not only affect rate of drying, but alsoresult in agradientchangeof wateractivity (aw), importantfor theestablishmentof productsafetyaswell asfor the developmentof texture,colour andflavour.Valuesfor aw canbeestimatedwith acceptableaccuracyfrom company-specificrelationshipswith sausage compositionand ratesof drying (De Jaegeret al.,1984) or measured continuously during ripening (Stiebing and Rodel, 1992).Hardnessvaluesaresubject to variability andcoefficients of variation fluctuatebetween 5 and15%, valuesbeing higher for slicesthan for the whole sausage(Touraille andSale, 1976).Nevertheless,limit s for hardnesscanbeimposedforthefinal productandcontrolled by measurement or estimation from correlationswith pH anddrying losses.

18.6 Flavour: measurementand development

In general, thetermflavour is definedastheoverall impressionperceivedvia thechemical sensesfrom a product in the mouth.Defined in this manner,flavourincludes thesensationof taste andaromaaswell astrigeminal feelings,suchasastringency, the pain from hot spices,metallic note from blood, etc. Texture,appearanceandthesoundsof the food duringchewing havean influenceon theperceivedflavour aswell, but theyarenot commonly included in thedefinitionof flavour (Meilgaard et al., 1991). However, one must be aware that thetemporal order of the sensation has a great influence on the total flavourimpression,i.e., the orderof stimulation is very importantfor how the food isperceivedand liked. During eatingthe consumer is first of all confronted withtheappearanceandcolourof thefood andlateron with its odour.This gives riseto certainexpectations on how the food will taste.Finally, during the chewingprocess, the consumer is confronted with texture, taste and aroma, whichtogether will createthe final impression of the flavour (Rothe, 1988).

The sensation of taste is caused by primarily non-volatile compoundsin thefood interacting with thetastebudson thesurfaceof thetongue aswell asin themucosaof thepalateandareasof thethroat.Thesensation of aromais caused byvolatiles in the food evaporating from the food during the chewing processandtravelling throughthenasopharynxto thenasalcavity,wheretheyreact with theolfactory receptors producing an electrical signal, which is transmitted to theolfactorybulb in the front brain (Rothe, 1988).The discrepancybetweentasteandaromashouldbe kept in mind when analysingflavour eitherby sensory or

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instrumentalmeans.However,it is also true thatsub-thresholdconcentrationsofnon-volatile compoundsmayaffectsensitivity to anaromacompound(Daltonetal., 2000). Such ‘taste-olfaction integration’ of senses is apparentfrom thearomaenhancementdueto theglutamate-umami tasteandpeptides in fermentedsausagesmay havea similar effect.

18.6.1 Sensorymeasurement of aroma, taste and flavourThearoma(or odour),tasteandflavour of driedsausageis commonly measuredby hedonicmethodsor descriptive analysis,eitherusinga point scale,a rankingscaleor a continuous line scale(Mendozaet al., 2001; Hagenet al., 2000;Sanzet al., 1997; Diaz et al., 1997;Dellaglio et al., 1996).Typical tasteattributesare:acidity, saltiness, sweetness, metallicness, bitterness, umami and acidicaftertaste. Preferably tasteshouldbe measured while the panellists havea clipon their nosein orderto prevent air from travelling throughthe nasopharynx tothenasalcavity andconfusing the flavour impressionwith the tastingsensation(Bingham et al., 1990). Aroma (or odour) and flavour attributes that arefrequently usedare: overall intensity, meat type (pork, beef,etc.), fresh meat,sour-sweet,acid, vinegar, tanginess,soursocks, spices,pepper, flowery, nutty,garlic, maturity, cured, dry sausage,butter, cheese,sourdough, fatty, rancid,nauseous, burned,solvent, smoked(Stahnke et al., 2002; Hagenet al., 2000;Stahnke et al., 1999;Zalacainet al., 1997;Viallon et al., 1996; Dellaglio et al.,1996;Stahnke, 1995c;Berdagueet al., 1993;Acton et al., 1972).

During training of panellists for dry sausageevaluation, chemical standardsmay be included to exemplify the qualitative description of the variousattributes.This wasrecentlydoneby Erkkila et al., (2001)who usedlactic acid,acetic acid, arginine,alanineandsalt to describe the flavour of lactic andaceticacid, bitterness, sweetnessandsaltiness,respectively.

18.6.2 Instr umental measurement of aroma and taste compoundsA huge number of methods have been developedfor analysing the flavourcompounds of meat productsand other foods, but one shouldrealisethat thecomposition of the final aroma sampleis highly reflected by the choice ofmethod.Also, thereproducibiliy of flavour analysesis in general lower thanforother analytical methods, in particular on complex matrices such as meatproducts. Standarddeviations within the samesausagerangebetween5 andmore than 10% for some volatiles and between-batchvariability may exceed50% (Schmidt and Berger, 1998, Hinrichsen and Pedersen 1995; Mateo andZumalacarregui 1996; Meynier et al., 1999, Stahnkeet al., 2002). Flavourresearch hasbeenprimarily confinedto the studyof the volatile andthe semi-volatile compounds since they are the most important contributors to thecharacteristic flavour of most foods (Cronin, 1982).The following paragraphswill thereforefocuson themeasurementof volatile compoundsandonly slightlyon the non-volatile. The basic principles include four steps:Collection of the

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flavour compounds, concentration,separationanddetection.(Bett andGrimm,1994).

Collectionof compoundsDependingon the type of flavour compounds,their polarity, volatility, etc., andthe kind of matrix in which they are embedded(raw meat/cookedmeat, lipidcontent,structure,etc.) different collection methodsare preferredand basically,threedifferentmethodsexist; (i) directextractionwith a solvent(organicsolvent,water, super-critical fluids), (ii) distillation combined with a transfer of thevolatilesinto asmallamountof solvent(e.g.,steamdistillation,Likens-Nickerson,high vacuumdistillation of extracts)and(iii) headspacecollection, in which thevolatilesin theair abovethesamplearesampledandcollectedin a cold-trapor onanadsorbent(dynamicheadspacesampling),purgeandtrapsampling,solid phasemicro-extraction,etc.). However,somemethodsare harsherthan othersgivingrise to extensiveartefactformationif not well suitedto theproduct.For example,steam distillation at atmosphericpressure,although claimed to induce lessvariability (SchmidtandBerger,1998),wouldnotbethebestchoicefor collectingaroma compoundsfrom a raw meat product, since compoundsnot originallypresentin theproductwill beproducedby thermalreactionsduringthedistillationprocess(Parliament,1997;Wampler,1997).Althoughits usedecreasesanalyticalvariability, it may increasethe amountsof volatiles extractedfrom fermentedsausagemore thantwentyfold comparedto headspaceanalysis(Demeyeret al.,2000).

ConcentrationDependingon the collection methodand the concentration of compounds, thearoma samplemayhaveto beconcentrated to a smaller volume.For extractsthesolvent is commonly evaporatedon a Vigreux columnin a thermostattedwaterbath or by blow down of an inert gas,usually nitrogen, on the surfaceof theextract. In headspacemethodsusingadsorbenttrapsthearoma sampleis locatedin thetrap,which maybeextractedwith a minute amountof solventor desorbedby heat (seebelow). During the concentration step there is a risk of highlyvolatile compoundsbeing lost due to evaporation together with the solvent(Parliament, 1997;Hartmanet al., 1993;BurgardandKuznicki, 1990).

SeparationThe separation of the flavour sample is primarily performed by gaschromatography (GC) (for volatiles) or, for non-volatiles andcompoundswithlow volatility, by high pressureliquid chromatography(HPLC). The presenceofimpurities or of numerouscompoundsmay necessitatepre-separation(Cronin,1982;Merritt andRobertson,1982). Volatiles collected on adsorbent trapsareoften injected directly into the GC by a thermal desorber. Aroma extractsarepreferablyinjecteddirectly on-columnat aslow a temperatureaspossible sincehigh temperatures may decompose labile compoundsand produce artefacts(Wampler,1997;Merritt andRobertson,1982).Analysis of thepeptidefraction

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merits special mention: early work studying proteolysis during dry sausagefermentation has usedsemi-quantitative SDS-PAGE (Verplaetse et al., 1989;Verplaetse,1994b; Verplaetseet al.,1992). Sucha methodis limit edhowever tothe molecular weights (MW) > 5 kD. Size exclusion chromatography (gelfiltrati on) by HPLC can be usedto isolate smaller MW fractions for furtheranalysis by reversed phaseHPLC (Lambregtset al., 1998).

DetectionDetection of flavour compounds in gas chromatographic analysis is mostlyperformedby massspectrometry (MS) andby flame ionisation detection (FID),which respondsto any compoundthat is combustible in a hydrogen flame.Element-selective detectors are available for organic compounds containinghalogens,nitrogen, sulphur and phosphorus, but are rarely used in flavourresearch. The advantageof the mass spectrometer compared to the otherdetectors is basedon its ability both to quantify andidentify the compoundsatthe sametime. However, in many applications the sensitivity and the linearrangeof the MS aremuch lessthanthe otherdetectors(Rood,1999).

A highly efficient,commonly useddetection principlein instrumentalflavouranalysis methodis olfactometry.In gaschromatographyolfactometry(GCO)allor part of the effluent from the column is led to an outlet outsidethe GC-oven,wherea human subjectsniffs thecompoundsastheyelute.Theodoursareratedqualitatively andsometimesalso quantitatively andmake it possible to identifythemore importantodorous compoundsin the food sample. While instrumentaldetectorsquantify the individual componentsof the food sample, thepeakareasdo not necessarily correspondto the flavour intensity.Thehumannoseis muchmoresensitive thanthe instrumentaldetector to manyflavour compounds(BettandGrimm, 1994).Diff erentprotocolsfor analysing flavour samplesby GCOhavebeendeveloped(Blank, 1997)andmodified versionsarecommonly used(Meynier et al., 1999;Stahnke, 1995c;van Ruth andRoozen,1995).

The newestprinciple for detection of volatile flavour compounds is the‘electronic nose’,a device basedon an array of sensors eachhaving a partialspecificity for eachvolatile compoundin thegasphasethusproducing anodourfingerprint that canbe identified by a patternrecognition systemwithout needfor prior separation(Strike et al., 1999).Themainadvantageof electronicnosesis rapid analysis, enabling quick decisisonmaking, e.g., in relation to qualitycontrol. Electronic nosesensing was shown to be sufficiently accurateas anapproximation of human olfaction apparatus, but further development isnecessary althoughits successful usein discriminating between sausagetypeshasbeenreported (Vernat-Rossiet al., 1996;Eklov et al., 1998).For analysis ofpeptidesby reversedphaseHPLC, detection sensitivity maybea limit ing factor,necessitating the use of massspectrometry. Analogous to GCO, the liquidfractions from gel filtration or preparative HPLC on non-volatile flavourcompounds may be tasted by a sensorypanel and the taste of the elutedcompoundsevaluated(Henriksen andStahnke, 1997)but this approachhasnotbeenmuch usedby flavour researchers.

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18.6.3 Chemical compounds related to the development of flavourEven though the flavour impressionis probably the most importantcomponentof theeatingqualityof fermentedsausage,research onthematterhasbeenratherscarce and until quite recently it was not directly focusedon the analysis offlavour compounds(seesection 18.6.2.). On the otherhandmuch researchhasbeenaimedat understandingthe chemistry of cookedmeat flavour (Mottram,1998).But oneshould becarefulnot to confuseresultsfrom meat flavourstudieswith fermented sausage flavour since flavour compounds in cooked meatsprimarily are derived through thermal processes,whereascompoundsin rawdried meat products such as salami and dry ham mainly arise from bothendogenous and microbial enzyme reactions taking place during thefermentation anddrying steps.

18.7 Taste and aroma: measurement and development

The acid taste is an importantcomponentof theoverall tasteof fermentedmeatproducts, oftensoughtafter in theNorthernprocess,whereasit mayberejectedin the Mediterraneanproduct. It is positively correlated with the D-lactate(Bucharles et al., 1984) and acetate(Demeyer, 1992) content. Only limitedamounts of nitrogen-containing or protein-relatedcompoundsare found in thevolatile aromacompounds(Berdagueet al., 1993), yet, flavour evaluation offermentedsausagehasbeenmainly related to extentof proteolysis(Demeyer,1992),specifically in relation to surfacemould growth (Lucke, 1998). Indeed,the fatty acidspresentin sausagelipids arethemselvestoo long to beof sensoryrelevance. Although such findings suggestthat most of the significant aromacompoundsarederivedfrom theprotein fractionof thesausage,it is knownthatintensity of proteolysis reflects release of peptides affecting taste,rather thanaroma (Nishimura et al., 1988)asshown for cheese (Fox, 1989)andraw ham(Hansen-Møller et al., 1997).Also, the non-protein nitrogen fraction will affectsausage pH (Demeyeret al., 1979) and sausage pH may affect liberation ofaroma determining acid compoundsduring chewing (Dainty and Blom, 1995;Dirinck, personalcommunication). Work on proteolysis in dry sausagehasinvolved the initial degradation of myosin and actin (Verplaetse et al., 1992;Verplaetse,1994b;Molly et al., 1997;Harnieet al., 2000)andpreliminaryworkon thepeptideandfreeaminoacid fractionhasbeenreported (Lambregtset al.,1998;Demeyer,2000).

The use of antibiotics and paucibacterial meat incubations has clearlyestablishedthat initial proteolytic changes mainly involve myosin and actindegradationthroughtheactionof cathepsinD-like enzymes. Thecontributionofbacteria in furtherendo-and,mainly, exoproteolytic changes increasesdowntoammonia production, the end of the proteolytic chain. Mediterranean,lowtemperatureripening,lowers rateof pH dropandthus, cathepsinD activity andinitial protein degradation as well as the proportion of smaller peptides(1ÿ10kDa). The contribution to flavour of ATP metabolites suchas IMP and

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hypoxanthine is also recognised and that of free higher fatty acids generallyconsidered of less importance (Verplaetse, 1994a). Studies on the relativeimportance of volatiles and water solubles in flavour analysis should usemultivariate statistics involving data sets for both volatile and water solublecompounds.

18.7.1 AromaThe raw sausage mince doesnot contain any volatile compoundsof sensoryimportance sinceit haslittle or no aroma.On theother hand,it containsa largenumber of aroma precursors, which during the fermentation, drying andmaturation stepsareconverted by endogenousenzymes, microbial activity andchemical reactionsinto a large number of volatile compoundsof both sensoryandnon-sensory importance.The first study on thearomaprofile of a fermentedsausageappearedin 1990andsincethendifferentsausagesfrom all overEuropehavebeenanalysedby variousanalytical methods(Bergeretal., 1990;Berdagueet al., 1993; Johansson et al., 1994; Stahnke, 1994, 1995b; Mateo andZumalacarregui,1996;Schmidt andBerger, 1998;Stahnke et al., 1999;Viallonet al., 1996; Meynier et al., 1999;Sunesenet al., 2001;Stahnke et al., 2002).The volatiles present in fermented sausage consist of a wide variety ofcompounds from many different chemical classesdepending on ingredientlevels, spices, meat origin, smoke, starter cultures, processing conditions,packaging conditionsetc., alkanes,alkenes,aldehydes, ketones,acids,alcohols,esters, sulphur compounds, furans, lactones,aromatics, terpenes, nitriles andmore.Until now morethan200 compoundshavebeenidentified, but not all ofthemareof sensory relevance.In particular, compoundssuchasthealkanesandstraightchainalcohols havesensorythresholdvaluesmuchtoo high for themtohaveany influence on fermentedsausage flavour (Grosch,1982).

By usinggaschromatography olfactometry (GCO) or multivariate statisticscombining sensoryand instrumentally determined flavour profiles, it hasbeenshownthat the aromacompoundscreatingthe basiccuredsausage flavour aremost likely to consistof compoundsfrom microbial degradation of fatty acidsandof the aminoacidsvaline, leucine,isoleucineandmethionine together withcompoundsfrom carbohydratecatabolism. More specifically, differentbranchedaldehydesand acids, ketones, various sulfides, diacetyl, acetaldehyde, aceticacid andperhaps also certainethyl esters(Stahnkeet al., 2002;Stahnke 2000;Meynier et al., 1999;Stahnke et al., 1999;Stahnke 1994, 1995c;Schmidt andBerger 1998; Montel et al., 1996; Berdague et al., 1993). Compoundsoriginating from chemical autoxidation of lipids such as hexanal, octanal,1-octene-3-one,etc.,areof great importance but may not be involved with thecured flavour attribute, but rather contribute to the rancid notes. Smokedsausagescontain specific top notes attributed to 2-furfurylmercaptan andguaiacol, whereas Mediterraneanmouldedsausagescontain popcorn notes dueto 2-acetyl-1-pyrroline(Stahnke2000).Therehavealsobeenreportsstating thatdegradation productsof sulphurcompounds in garlic may contribute positively

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to maturity andcured flavour (Stahnke,1998;Stahnke et al., 2002).However,flavour researchers still needto confirm thesefindings by reconstituting theproposed flavour compoundsinto a mixture holding the fermented sausageflavour.

18.7.2 The origin of the aroma compoundsFigure 18.1 gives an overview of the overall enzymatic andchemical reactionsthat may lead to sausageflavour compoundsby degradation of carbohydrate,protein and fat in the sausagemince. Depending on sausage ingredientsandprocessingconditions,somereactionswill bemore pronouncedthanothers,buthow thesefactors exactly determine the overall patternis not clear and muchmore research is neededto understand in particular, the role of starter culturesand their interactions with both the background flora and the endogenousenzymes.

18.7.3 Aroma compounds from carbohydrate catabolismDuring thefermentation periodmostof theaddedcarbohydrateis convertedintolactic acid and different amounts of side productsdepending on the appliedlactic acidbacteria,the typeandcontentof carbohydrate, temperatureandotherprocessing parameters. The additional starter cultures of, for example,staphylococci or yeast probably exert some effect in converting sugarstoproducts otherthanlactic acid,but areof course in strongcompetition with thelactic acid bacteria. Volatile compounds in fermented sausage, generally

Fig. 18.1 Simplified overviewof the primary pathwaysleadingto importantflavourcompoundsin fermentedsausage.

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consideredto bederivedfrom carbohydratecatabolism, areacetic, propionic andbutyric acids,acetaldehyde, diacetyl,acetoin, 2,3-butandiol,ethanol,acetone,2-propanol and more (Gottschalk, 1986; Demeyer, 1982; Stahnke, 1999).However, thecompoundsarederivedfrom pyruvate, which mayoriginate frommanysourcesotherthancarbohydrateduringmicrobial metabolism (Demeyeretal., 1986).

18.7.4 Aroma compounds from protein degradationAs mentionedearlier, extensiveproteolysistakesplace in fermented sausagescreatingpeptidesandfreeaminoacids.During maturationaminoacidsandsmallpeptidesaretakenup by themicroorganismsandconvertedinto numerousaromacompoundsby differentpathways(Fig. 18.1).Someof themoreimportantarethebiochemical conversions of the amino acids leucine, isoleucine, valine,methionineand phenylalanineinto the sensoryimportant branched aldehydesandcorrespondingsecondaryproducts,suchasacids, alcoholsandesters(Montelet al., 1998; Stahnke et al., 2002). The microorganisms responsiblefor thoseconversionsareprimarily speciesfrom the Micrococcaceaefamily. It hasbeenshown,both in modelexperimentsand in sausages,that different staphylococciandmicrococci (kocuria)produce2- and 3-methylbutanal,2-methylpropanal,2-and 3-methylbutanoicacid, 2-methylpropanoic acid, 2- and 3-methylbutanol,ethyl-2- and 3-methylbutanoate,methional,phenylacetaldehyde,phenylethanolandmanymore(Berdague´ et al., 1993;Stahnke,1994,1999;Montel et al., 1996;Massonet al., 1999; Larroutureet al., 2000).

The amount of the compounds is highly influenced by the processingconditions.In minimal media, model mincesandin sausagesit hasbeenshownthat parameters such as temperature, pH, glucose, salt, nitrite, nitrate andascorbate all influencetheamount of aromacompoundsin oneway or theother(Stahnke,1995b,1999; Massonet al., 1999; Larrouture et al., 2000). Resultsindicate that for Staphylococcus the reactions are negatively correlated withtheir growth, i.e., it seems as if the organisms producemore of the above-mentioned compoundswhen they are in the resting phasethan when in activegrowth but this still needsto be studied further (Stahnke,1999). It has beensuggested that the branched-chainedaldehydes could also arisefrom the non-enzymatic Strecker reactions between the corresponding amino acids and adiketone, suchas diacetyl (Stahnke,1995b;Barbieri et al., 1992). This wouldexplain the presenceof different pyrazines in unspiced fermentedsausages(Stahnke,1995b; Johanssonet al., 1994; Berdague et al., 1993). Apart fromaldehydes, theStreckerdegradation results in variousketo-aminesthatdimerizeinto different pyrazines (Hurrell, 1982). Indeed, studieshave shown that theamount of 2- and 3-methylbutanal and 2-methylpropanal was of the samemagnitude in sausageswith or without microbial growth (Stahnke,1994).However, theStreckerdegradation is favouredby high temperatureandvery lowwater activity, i.e., conditions not prevailing in fermented sausage(Hurrell,1982).

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18.7.5 Aroma compounds from lipid degradationDuring thefermentationandmaturationperiodsthe lipid fractionof thesausagemince is partly hydrolysed by lipolytic reactions in which triglycerides andphospholipids are liberating free fatty acids. Residualmono- and diglycerideshavealsobeendetectedandit wasshown thatmoreunsaturated fatty acidswereliberated preferentially, probably because of a preferential membranephospholipid degradation as well as a positional and/or fatty acid specificityof themeatlipases(Demeyeretal., 1974;Molly etal., 1997).Lipolysishasbeenextensively studied over the years since free fatty acids are believed to beimportant precursors for oxidation products of relevance for flavour.Nevertheless, a direct correlationbetween lipolysis and maturity developmenthas not been established (Montel et al., 1998). Recent results indicate thatmethyl ketonesfrom microbial �-oxidation of free fatty acidsmaybe importantfor maturity (Stahnkeet al., 2002)but perhapsthe amountof free fatty acidsissoplentiful that increasedamountsof this precursor do not influencetheflavourprofile. Oneshouldbearin mind thataromacompoundsarepresentin theppbtoppmlevelswhereasthelevel of free fatty acidsarebetween 0.5to 7%dependingon sausage type (Nagy et al., 1989; Dominguez and Zumalacarregui,1991;Stahnke, 1994;Johanssonet al., 1994;Navarro et al., 1997).

Lipolysis is caused both by microbial enzymesandendogenousenzymesinthe meatandfat andtherehasbeenmuchdebateaboutwhich mechanismsarethe dominant. However,the most recentresultsfrom sterile model mincesandsausages with added antibiotics show that the major part of the lipolyticbreakdownis attributedto endogenousenzymesevenif strongly lipolytic strainsof Staphylococcus are usedas a starterculture (Molly et al., 1997; Stahnke,1994).The pH of thesausagemincemaybedecisive for thedegreeof lipolysisarising from microorgansimssincepH is a major factor influencing the amountof Micrococcaceae, their productionof lipasesand their activity (SøndergaardandStahnke,2002; Hierro etal., 1997; SørensenandJakobsen,1996).It hasalsobeenshownin sausagesthat the amountof free fatty acidsis increasedby highfermentation temperatureandreduced salt levels (Stahnke,1995a).The partialglyceridesand/or the free fatty acidsproducedduring lipolysismay oxidiseviadifferentpathwayschemically or microbially. It is not clear whether free fattyacids are oxidised faster than intact glycerides.Although addition of li pasesincreased lipid oxidationduring maturation(Ansorenaet al., 1998),otherworkhasshown that increasedlipolysis wasnot associated with increased rancidity(Nagy et al., 1989) (Fernandez andRodriguez,1991).

Chemical autoxidation of unsaturatedfatty acids producesa whole rangeofvolatile aldehydes, ketones,alchols, etc., some of which arevery potent aromacompounds.As mentionedabove,gaschromatographyolfactometry hasshownthat compounds suchashexanal,octanaland1-octene-3-one are important forthe overall flavour (Meynier et al., 1999;Schmidt andBerger, 1998;Stahnke,1995c). In general, the influenceof autoxidation processeswill increase duringmaturationandstoragedepending on thesausageingredients.It hasbeenshownthat ascorbate prevents autoxidation (Houbenand Krol, 1986) and that nitrate

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may increase it (Stahnke,1995b). Additionally, speciesbelonging to the genusStaphylococcushavebeenreported to preventautoxidation, possibly dueto theircapability of forming catalaseandsuperoxide dismutasethat degradehydrogenperoxide (H2O2) andsuperoxide(O2

ÿ), respectively (Barriereet al., 2001;Talonet al., 2000).

As mentionedpreviously, methylketones(2-alkanones)canbeformedduringmicrobial metabolism, eitherdirectly by decarboxylationof free�-ketoacidsorby �-oxidation of free fatty acids.Their sensorythresholdvaluesarequite highthough, compared to other lipid oxidation compounds(Grosch, 1982).The 2-alkanonesmaybefurtherreducedto 2-alkanolsby alcoholdehydrogenasein themicroorganism.The level of methyl ketonesincreases steadily over time inMediterraneanfermented sausages(Sunesen et al., 2001; Croizet et al., 1992)andthePenicilliumgrowing on thesurfacemayberesponsible. However, NorthEuropean non-mouldedsausagesalso containmethyl ketones,be it in slightlylower amounts (Stahnke et al., 1999). Model experiments show that bothStaphylococcus and Penicillium species are capable of producing methylketones(Stahnke,1999;Montel et al., 1996;Larsen,1998).

18.8 The control and improvement of quality

It is evidentthat themethodsdiscussed bothfor panelandinstrumental analysiscanbe usedat variousstagesof the production process.The results,associatedwith the informationon quality developmentdiscussed above,canthenbeusedto improve the progressive interactionsbetween raw materials, microorganismsandprocessing.

18.8.1 Raw materialsMuscle lipaseand protease activities determine to a large extent liberation offree fatty acids,peptides,andevenaminoacidsduring dry sausage processing.Although theeffectsof animalspecieson suchchanges (Demeyeret al., 1992),as well as on flavour (Fournaud,1978) have been reported for fermentedsausage,their relation to the formation of flavour compounds from fatty acidoxidation and bacterial amino acid metabolism is not clear (Demeyer, 2000).Relationshipsof muscleprotease andlipaseactivity with bothcarcassandmeatquality havehoweverbeendemonstrated(ToldraandFlores,2000;Claeyset al.,2000) and may be used for the specification of raw materials,similar to asuggestion made for raw ham production (Toldra and Flores, 1998) and inaddition to the classiccriteria relatedto pH (< 5.8), inner temperature (< 4ºC)and fatty acid unsaturation (< 12% w/w of polyunsaturated fatty acidsin totalfatty acids) asdescribed,e.g.,by Stiebing (1994).Sugar(max. 2%), nitrite andnitrateadditionmay be optimised in relation to the findings discussed earlier.

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18.8.2 Starter culturesThe application of starter cultures for sausage fermentation is today a naturalpart of industrial sausageproduction. The microorganisms used as starterculturesarecommonly divided into two groups: lactic acid bacteria, primarilyresponsiblefor the acidification process,andflavouring microorganisms,oftencapable of nitrate reduction. The first group consistsof Lactobacillus andPediococcus, the secondgroup of Micrococcaceae(Staphylococcus,Kocuria(formerly Micrococcus)), yeasts (Debaryomyces) and moulds (Penicillium)(Jessen,1995). Lactic acid bacteriaare usedto ensure acidulationand avoidfaulty production due to contamination with pathogensand other undesiredmicroorganisms that may proliferate without the presenceof a competitivestarter inoculation. Micrococcaceaespeciesand yeasts are addedto speedupand intensify flavour development and to ensure that enoughnitrate reducingmicroorganisms are presentin sausage minces with addednitrate. Mould isprimarily usedto prevent growth of spontanousfungi capable of mycotoxinproduction and to shortenthe onsetof mould coverage.The choice of startersdepends of courseon the type of sausage to be produced. In the fermentationprocessbacteria,yeastsandfungi all contributeto thefinal sensory quality of thefermentedsausage (Lucke 1998).

Lactic acid bacteriaThe lactic acidbacteriaprimarily affect flavour formationby producing thetastecomponentlactic acid of either the D(ÿ) or L(+) configuration or a mixture ofboth. However, undercertain processing conditionsthe bacteriamay switch toother pathways producing end products such as acetic acid, ethanol, acetoin,formate and strong-smelling sulfides (Jessen,1995).Lactic acid bacteria havebeenreported to be weakly proteolytic and lipolytic and therebycapable ofinfluencingflavour formation, but generally thesecharacteristics arenot soughtfor in the selection of lactic acid bacteria for fermentedsausage. Acidulationrate, lag phase, competitiveness towards endogenous flora, carbohydratefermentation patternand optimum growth temperaturesare the typical controlpoints. Production of hydrogen peroxideandbiogenic aminesarealsoof greatconcern aswell asproductionof bacteriocins,phageresistance, stability duringmanufacturing andmore(Jessen,1995).

MicrococcaceaeSeveral studieshaveshownthat it is possible to affect thesensory quality of thefinal product by changing thetypeor contentof thestarterculture.Studieshavealso shownthat speciesfrom the Micrococcaceaefamily arethe major flavourcontributing microorganisms (Berdague et al., 1993; Montel et al., 1996;Stahnke et al., 2002).Model andsausageexperimentshaveshownthatdifferentstrains have very different volatile profiles, which are affecteddifferently byprocessing parameters (Stahnke, 1995b; Sørensen and Jakobsen, 1996;Søndergaard andStahnke,2002;Stahnke,1999;Larrouture et al., 2000;Massonet al., 1999).The Micrococcaceaespeciesprimarily sold asstarter culturesare

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different strainsof S. xylosus,S. carnosusandKocuria varians (Jessen,1995).However, at the low pH conditionsprevailing during North European sausageproduction theamount of Micrococcaceaeis drastically reduced.Evenif addedin highnumbersthesespeciesbeginto die outshortly afteronsetof fermentation(Johansson et al., 1994).Selection of low pH tolerant Micrococcaceaespeciesfor sausagefermentation is thushighly relevant.

Other characteristics looked for are lipolytic and proteolytic capability,nitratereductaseandcatalaseproduction. Thelatter two activitiesareconsideredimportant for colour formation and colour stability and perhapsalso forpreventing lipid oxidation(Jessen,1995;Talonet al., 2000).However, basedonthemostrecentknowledgeaspresentedin thepreviousparagraphs,lipolytic andproteolytic activity of the starter cultures are probably not as relevant aspreviously suspected. In fact it may be more relevant for the culturemanufacturers to look at the capability of degrading amino acids or formingmethyl ketonesfrom fatty acids.Nevertheless,there is still a long way to gobeforecontrol of flavour formation in fermentedsausageby controlof growthorpre-history of Micrococcaceae is a practical reality. Most of the flavourdeveloping pathways are not identified and their regulation on both geneandpathway level even poorer understood. Only very recently, the firststaphylococcal gene for one of the enzymesin the catabolic pathway ofleucine, isolucine and valine into the branched aldehydes and acids wassequenced(EMBL database, 2001).

YeastIn commercialstarter culturepreparationsyeastis offeredfor both exteriorandinterior use,but it is usedin much smalleramountsthan the Micrococcaceae(Jessen,1995;Andersen,2001).Debaryomyceshansenii is the dominant yeastspeciesidentified in naturally fermented products and is also the speciesprimarily soldasstarter culture (Encinaset al., 2000;Metaxopouloset al., 1996;Jessen,1995). The influence of yeast on the sensory quality of fermentedsausagesis not well documented. It seemsto be highly dependent on the othermicroorganismspresent(Gehlenet al., 1991)andstudieshaveshownthatyeastmay or may not have an influence on sausageflavour (Gehlenet al., 1991;Miteva et al., 1986;OlesenandStahnke, 2000).

Due to its high oxygen demand D. hansenii is mainly observedin theperiphery of the sausageswhere it stabilisescolour, degradeslactic andaceticacid and producesammonia (Geisenet al., 1992; Gehlenet al., 1991). Thearoma compound production by D. hansenii has been studied in malt agar,mincesand in sausagesand it was shown that very small amountsof volatilecompounds were producedcompared to other yeast species(Westall, 1998;Olesen and Stahnke, 2000). In model mincesand sausagesC. utilis is a muchstrongerproducerof volatiles, in particular acetates(OlesenandStahnke,2000).Both C. utilis and D. hansenii are lipolytic, but for D. hansenii the lipolyticactivity is inhibited at low pH andtemperatures(Miteva et al., 1986; Sørensen,1997).D. hansenii is a very salt tolerantspecieswith a wateractivity minimum

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for growth of 0.84in salinesolution(DeakandBeuchat,1996).However,garlicaddedto the sausagemincemay preventgrowth at aw valuesashigh as0.95–0.96 (Olesen andStahnke,2000).

FungiMediterraneanair-dried sausagesand certain Hungarian types are fermentedwith mould on the surface. The mould coveragegives the final product acharacteristic flavour dueto thefungaldegradation of sausageingredientsactingtogether with the bacterial fermentation in the inside of the sausage.Unfortunately, research on the influence of mould on sausagesis almostnon-existent andit is not clear how fungi affect flavour. A few studies haveshown,that application of different strains of Penicillium nalgiovense,Penicilliumcamemberti and Penicillium chrysogenum may give sensory differencesin thefinal product but the causeis not known (Sunesenand Stahnke, 2001). Aseparatestudyhasidentified a specific popcorn-smellingcompound(2-acetyl-1-pyrroline) asthemostimportantvolatile differentiating mouldandnon-mouldedsausages(Stahnke,2000). On the other hand it seemsas if the other sensorydifferencesaredueto concentrationchanges in variouscompoundsin theoverallflavour patternratherthanto theexistenceof specificcompoundsfrom moulds.Otherstudiesindicatethatthemould mayberesponsible for muchof themethylketones, 4-heptanone, 1-octene-3-ol and phenylacetaldehyde in mouldedsausages (Sunesen et al., 2001; Stahnke et al., 1999; Croizet et al., 1992;Kaminski et al., 1974).

Moulds are lipolytic andproteolytic,perform�-oxidationof free fatty acids,produceammoniaanddegradelactic acid therebyincreasingpH (Geisen,1993;Trigueroset al., 1995;Toledoet al., 1997;Lucke,1998;Larsen,1998;Selgasetal., 1999).All of theseactivitieswill affect flavour asdescribedin the previousparagraphs.Also, it hasbeenclaimed that mould coverage reducesthe risk ofdrying faults anddelaysrancidity by consumingoxygen(Lucke,1998),but thishasneveractuallybeenproven.However, thestrongestargumentfor usingfungalstarterculturesis to preventgrowthof mycotoxin-producingfungi and to producesausageswith aneven,white surfacewithout discolouring.This requiresthat thefungal starter has a short lag phase compared to the house-flora, highcompetitiveness,goodadhesivepropertiesandwhitish colourwhile still creatinga final productwith thecorrectsensoryquality (Jessen, 1995; Lucke,1998).Themould primarily usedas starter is Penicillium nalgiovense, since only certainstrains of this specieshave been declared non-toxinogenic (Jessen, 1995).Additionally, many Penicillia are capableof producingthe antibiotic penicillin(Andersenand Frisvad,1994). Genetechnologyis presentlybeing usedin theconstruction of new well-performing andsafecultures(Geisen1993).

18.8.3 Processing conditionsCustomary rates of pH drop in Northern processing (4.8 after a three-dayfermentation) are somewhat lower than thosereported earlier by Stiebing and

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Rodel (1987a, b) (about5.3 after threedays)who discussed the effect of airspeed, temperature and relative humidity on the interrelated rates of drying(weight losses of 15 and 30% after 21 days for 60 and 140mm diametersausagesrespectively), acidulation and texture development. As discussedabove,developmentof colour, appearance,andflavour areaffectedby ratesofacidulation anddrying, andthusindirectly by otherprocessingvariablessuchasaddition of spices (Vandendriessche et al., 1980), decontamination of spices(Bolander et al., 1995)manganese addition, degreesof comminution andsalting(Demeyer,2001).It shouldbe realisedthat the number of processing variablesthat may affect sensory quality is very large.As anexample, it hasbeenshownthat the development of the mould-associated flavour was significantlyimproved by the useof natural, rather than artificial casing(Roncales et al.,1991).

18.9 Future trends in quality development

Product development in the production of fermented sausages follows thegeneraltrendsof the food industry: acceleration of production with guaranteedsensory quality aswell assafetyandintroductionof (new) functional properties.

18.9.1 Accelerated productionThe useof low fermentationtemperaturesandextendeddrying periodsleadstospecif ic del icately f lavoured Mediterranean products. An acceleratedfermentation at higher temperaturesand using specific starter cultures,similarto the Northernprocess,hasbeeninvestigated for Mediterraneanproducts, inorderboth to reduce thegreatersafety risks andproduction costs.However, theincreasedrateof pH drop(4.8vs.5.5after threedays)interfereswith thetypicalflavour development, obviously related to the inhibition of Micrococcalmetabolism (Martuscelli et al., 2000)and/orthe stimulation of muscle proteaseactivity (Molly et al., 1997).This finding hasmotivatedextensiveresearchintothe acceleration of flavour development through addition of enzymes. Asrecentlydiscussed,(Ordonezet al., 1999) proteinasesandlipasescould beusedto accelerateand increaseproteolysis and free fatty acid formation. However,their activity is diffi cult to control and often leads to faulty (softer) texturedevelopment. Theseauthorsstate correctly that addition of suchenzymesmayprovide more substrate for flavour-producing microorganisms, but substrateconcentration is obviously not a limiting factor in flavour development(Demeyer et al., 2001). Stimulatoryeffectsof cell-free preparations on aromadevelopment (Hagenet al., 1996; Bruna et al., 2001) may be related to thepresenceof non-enzymatic stimulatory agents such as manganese in thepreparation used(Hagen,pers.comm.).

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18.9.2 Fermented meat products as functional foodsImprovementof the nutritional value of meatproductshasbeentried for years,e.g. by replacementor lowering of fat (Arganosaet al., 1988) and salt content(Gimenoet al., 1999). More recently, the successfulenrichment with calcium(Gimenoet al., 2000) and inulin (Mendozaet al., 2001) was reportedand theconcept of ‘functional foods’, e.g., foods containingnaturally, or by addition,ingredientswith clearly identified beneficialeffectson a target function of thehuman body and/or lowering the risk of disease(Diplock et al., 1999), wereintroduced into the meat industry (Jimenez-Colmeneroet al., 2001). A majortarget function could be the lowering of the consumerbody’s antioxidantprotectionsystemthroughthe productionof meatandmeatproductscontainingnatural or addedantioxidants.A well investigatedcaseis theadditionof vitaminE for improvementof colour stability, a characteristicreflecting the antioxidantstatusof the meat.In freshmeat,improvement of colour stability by vitamin Ewas much betterwhensuppliedwith the diet, than post-mortem (Mitsumoto etal., 1993).For dry sausageproduction,these findingsshouldstimulatetheuseofraw materialswith improvedantioxidantstatusthroughselectionof animalandmuscle and/ordietary treatmentsreflecting,e.g.,glutathioneperoxidaseactivityandsolubleseleniumcontent(Daunetal., 2001), conjugatedlinoleic acidcontent(Raeset al., 2001)and animalsfed dietsenrichedin polyphenols(Lopez-Boteetal., 2000;Tanget al., 2000).Otherpossibilities arereflectedin the identificationof angiotensin I-converting enzyme inhibitors in the peptide fraction offermented sausages(Arihara et al., 1999) and the introduction of probioticstartercultures(Lucke, 2000; Erkhila et al., 2001)(Sameshimaet al., 1998).

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19.1 Introduction

Analysis of raw meat quality encompasses a large variety of attributes andanalytical methods. In the following section a broad definition of meat quality ispresented and those attributes which are more pertinent to this discussion arehighlighted. Laboratory-based methods tend to require a large input of resources. Abrief overview, of some of the more popular laboratory methods is outlined inSection 19.2. There is a huge requirement for more rapid methods for theestimation of meat quality. Such methods need to be accurate, precise and suitablefor use in a commercial situation. Currently, only a few earlypostmortemmeasurements are recorded in meat plants in attempts to obtain advance knowledgeregarding quality (Section 19.3). However, a wide array of novel techniques hasbeen tested for their usefulness as indicators of meat quality. Section 19.4 detailsthe findings of some of these new methodologies. Animal genomics has benefitedgreatly from the advances that have recently been witnessed in the analysis of thehuman genome. Section 19.5 highlights some of the prospects this technologyoffers to deepen our understanding of meat quality and to the development ofobjective methods for analysing raw meat quality. While attempts have been madeto present many of the recent advances in the area of meat quality analysis thischapter is not to be considered a definitive list of laboratory-based methods andrelevant emerging technologies.

19.2 Defining meat quality

Meat quality can be defined in various ways from palatability to technologicalaspects to safety. A common definition of quality is that it is a ‘measure of traits

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that are soughtand valuedby the consumer’. Hoffman (1990) described meatquality as the ‘sum of all quality factors of meat in terms of the sensoric,nutritive, hygienic and toxicological and technological properties.’ In thefollowing chaptermostemphasiswill beon sensory, nutritive andtechnologicalaspectsof meat quality. Sensoryproperties include tenderness,flavour andcolour while nutritive factors includefat, protein andconnectivetissuecontent.Technological factors include suchparametersas water holding capacity,pH,water distribution, etc. Most referenceswill be regardingbovine, porcineandovine muscle.

19.2.1 Diff iculties for the meat industryThevariability of meatquality preventsthemeatindustry marketing its produceaccording to quality. Despite muchwork in understanding thescientific basisofquality attributes(tenderness,colour, water-holding capacity, juiciness)theirevaluation, prediction and control remain most elusive within the meatprocessing plant (i.e. within 48h post-slaughter). As a result meat producedtodaycannot be guaranteed to possessthe bestquality attributesas its qualitycanonly be truly assessedafter purchase.Thereforethe marketability of meat,the consistencyof quality and the guaranteeingof setstandardsof product aremade very difficult. The reasonsfor the variability of meat quality arenumerous, but theyemanate from thefact thatthesequality attributesarealteredfrom post-slaughterconditions,right along the production chain, into the beefprocessing plant, in retail outlet andevenin the purchaser’s home.

19.2.2 Why the needfor objective methodsMost of the laboratory-basedmethods(seebelow) require an expenditure oftime, personneland cost. Most proceduresare generally not quick enoughoradaptable enoughto an ‘on-line’ or ‘at-line’ situation. Ideally, the ultimateeating quality of meat needsto be predictedin the early postmortem period(Mullen et al., 1998aandTroy et al., 1998).By this, we meanwithin 24–48hpost-slaughter, duringwhich time the carcassis within theconfinesof the meatfactory. Thereis alsoa needfor a methodof assessingmeatquality at thepointof sale.Presently,routinemethodsof measuringmeatquality, within a typicalEuropean meat processing plant, revolve arounda few measurements. Theseinclude measurementsof both pH and temperature. Commercially availableprobes include hand held probes for the measurement of the electricalparametersof conductivity and impedance.

19.2.3 Laboratory-based methodsMany objective and subjective, laboratory-based, methodsfor characterisingmeat quality have been developed to aid the comprehensive assessmentofquality attributes.The whole areaof sensoryanalysisprovidesa complex arrayof tools for deciphering specific details relating to meat quality. The sensory

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assessmentdepends on threeprincipalconsiderations.First thereareappearancecharacteristics including colour, form, size, shape, integrity, viscosity, etc.Secondare textural characteristics, which may include tenderness,firmness,mouthfeel, bite and chewability. The third principal consideration includesflavour factors suchas taste,odour, off flavours. In generalthe assessment ofthese sensory attributesrequires trained panelsof judgeswho can minimisesubjectivity, (Singhal et al., 1997). In some circumstances, where untrainedpanelists are used,larger numbers of assessors may be required. A variety ofsensory testsareavailable to theresearchereachprovidingquitedistincttypesofinformation. Analytical tests include, for example, difference test such astriangular and paired comparisons, which determineif detectable differencesexist betweendifferent samples. Descriptive analysis is usedto quantitativelyand qualitatively characterisesensory attributes.A scaleusedto measure thedegreeof liking or disliking is usuallycalledahedonic scale.Muchusehasbeenmade in food research of this hedonic scaledevelopedby Peryam andPilgrim(1957)(seeLove, 1994for review on acceptability evaluation).

A wide rangeof objective tests are available for meat quality assessment(Chrystall, 1994).Someof thephysical methodswhich havebeendevelopedtopredict tenderness,asassessedby a sensorypanel,includemeasuring the forcerequired to shear,penetrate,bite, mince,compress or stretch meat(Szczesniak,1963; Szczesniak and Torgeson, 1965). To date, no meanswith sufficientprecision havebeendevelopedor identified to predictcookedmeattenderness,with sufficient accuracy, during the early postmortem period.However, the useof the Warner-Bratzler shearforce (WBSF) blade (Warner, 1928;Bratzler andSmith, 1963) has become a standard method for estimating tenderness fromcookedmeatsamples. Recently, in the US, a morerapid methodfor estimatingtendernesshasbeendeveloped(Shackelford et al., 1999).Many research groupshave determined the relationship betweensubjective and objective measure-ments of tendernessandin many instances‘r’ valuesof above0.7 areobserved.

Instrumental analysis of flavour volatiles requires precise GC methodsfollowing extraction and concentration of the compounds. A portion of thecolumneffluentcanbedivertedfrom theendof thecolumn,prior to thedetectorand routed through a port to be sniffed by a human subject for qualitativeevaluation. Splitting the effluent in this manner with the use of a sniffer portallows for simultaneoushumanevaluation and instrumental qualification. Theuseof mass spectrometrygreatlyenhancesthis analysis.Other instruments suchas high performance liquid chromatography (HPLC) are also usedfor flavouranalysis.

Themeasurementof thewater-holdingcapacity(WHC) of meat is carriedoutin many differentways(seeHonikel andHamm1994,for review). All measuretheinherentability of thecellular andsubcellular structuresof meatto hold on topart of its own and/oraddedwater. In spite of the variation in methodsused,there are three main treatments that give rise to three basic procedures formeasuringWHC, i.e. (i) applyingno force, (ii) applying mechanical force and(iii ) applying thermalforce.

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Colour is usually consideredthemostimportantsensory characteristic in theappearanceof meat. Various systems exist for the objective measurementofcolour with CIE L* a*b* or Hunter Lab being quite popular (seeMacDougall,1994for review).

In thepastmeat wasoftendescribedin a simplistic mannerasa combinationof muscle fat and moisture and small amounts of non-combustible material(ash). However, with new labeling laws, growing interest and focus on thenutritional value of food meatcompositional analysis encompassesmanyotherattributes (Elli s, 1994). In recent years,in particular, there has beena lot ofinterestin the analysis of fatty acids.Because of their reported health benefitsthe ratio of unsaturated to saturatedfats,andthe level of individual fatty acidssuchasconjugatedlinoleic acidhavereceived a lot of attention. GC andHPLCarecommonly usedmethodsin the analysis of fatty acids.

19.3 Current state of art techniques

19.3.1 pHA knowledge of pH and its importancein the quality of meat is an essentialelement in meat quality measurements. Postmortemglycolysis results in theaccumulationof lactic acidandadeclinein thepH of themuscle from about7.2,at death,to roughly 5.5 after rigor mortis onset(Geesink,1993).In pork, rapidpH declinecanresultin pale,soft, exudative (PSE)meat,which presents a largeproblem to pork producers. To date the most effective predictor of theoccurrence of this condition is the measurement of the early postmortem pHdecline. In pork pH measurements at 45min postmortem (pH45) are usedtodetectthepresenceof PSEconditions(Somerset al., 1985).Recently Kircheimet al. (2001) showed pH45 displayed a high degreeof reliability in correctlypredicting PSE and RFN (reddish-pink, firm, non-exudative) meat whileEikelenboom et al. (1996) suggest ultimate pH is a good predictor of porktenderness.In bovinemuscle, measurementsat 48h postmortem(pH48) areusedto detectDFD meat.While Shackelford et al. (1999)reported that pH3 wasnotan effective predictorof meat tenderness,O’Halloran et al. (1997) concludedthat both the early postmortem and ultimate pH of muscle, has an importanteffect on the disruptionof myofibrillar proteins and thus on meat tenderness.The relationship betweenpH and temperature up to 24h postmortem is animportant factor when considering ultimate meat quality. Recentresearch hasfocusedon themannerin which eventhe temperatureof themeatat the time ofsamplingwill influencethe pH (Jansen,2001; Bruce et al., 2001). In generalglass or solid state electrodesare used to measure pH electrochemically.Investigations at The National Food Centre(NFC) have recently shown thatsignificant variation in recorded pH values is introducedthrough the use ofdifferent types of meters and probes.For industrial situations a solid stateelectrode would be the most suitable,however, some diffi culties have beennotedin terms of drift within the probe, which may be associatedwith protein

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build up. Andersen et al. (1999) suggested that near infared(NIR) and visualrangespectrometric methodsare comparableto the precisionof the standardglass electrodepH meter.

19.3.2 Electrical impedanceand conductivityThe electricalconductivity of musclechangeswhen damageto differing degreesoccurs to the membrane systemof the muscle during postmortem glycolysis.Conductivity is a way of testing the intact cell membraneswithin a muscletissue. Impedance,which is a combination of both resistanceand capacitance,decreaseswhen thereis a disruptionin membraneintegrity (Kleibel et al., 1983)andan increasein fluids within the muscletissue(Pliquett et al., 1995).Earlypostmortemmeasurementsof theseelectrical parametershave beenacquiredfrom trials within the NFC and have been compared with sensory andtechnological attributes in pork. Pearson correlationsrevealed that impedanceandconductivity measurementswere significantly correlatedto the colour,driploss and tenderness values. Schoeberlein et al. (1999) ascertained thatimpedancemeasurementsact asa good indicatorof pork quality, while Lee etal. (2000) suggestthat conductivity (24h postmortem) may be a reliablepredictor of waterholding capacity in pork. The relationshipbetween electricalimpedanceandbeeftendernesshasbeenexploredby Lepetitet al. (2002).Usinganarbitrary methodof segregatingbovine carcasseson thebasisof colour,driploss and pH, a strongercorrelation (r� 0.84) betweenconductivity 24h, andWBSF 14 dayswasobserved(Mullen et al., 2000) in oneclassificationgroup.Some relationship exists between electrical measurements and tenderness,however, it would appear that this is not a simple, linear relationship. Theusefulnessof conductivity and impedance measurementsas quality predictorshasbeenaddressed by manyresearchersandmore detailsregardingimpedance,can be read in Chapter10 in this book and a paperby Pliquett and Pliquett(1998).

19.3.3 ColourColour measurementsin the early postmortemperiodhavebeeninvestigatedfortheir relationship with meat tenderness. Jeremiah et al. (1991) concludesegregation(tenderness)basedon both pH and colour appearto offer little inadvantageover the use of pH alone. While more recent studies suggestarelationship between colour and tenderness(Wulf et al., 1997), correlationcoefficientswere quite low (r� ÿ0.38 (WBSF); r�0.37 (sensorytenderness)).Wulf and Page (2000) suggestedinclusion of muscle colour and pH wouldincreasethe accuracyand precisionof the USDA quality gradingstandardsforbeefcarcasses.A monochromaticfiber-opticprobewasdevelopedby MacDougalland Jones(1975) to measurethe internal reflectanceof meat. It has a peaksensitivity at 900nm, where absorbanceby red heme pigments is minimal(Swatland,1995).Theusefulnessof the fiber-optic probein segregatingPSEand

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DFD classeshasbeendemonstrated(MacDougallandJones,1980;Garridoet al.,1995).However,this probehasnot beentakenup by the industry to any greatextent.Following analysison a large numberof topsidepork muscles,we haveshownbothreflectance,usinga handheld,noninvasiveprobe,(Optostar)andtheCIE L* valueof colour, performedwell asobjectivemethodsof segregatingthevisualquality of pork topsidesprior to processinginto hams(NFCresultsacceptedfor ICoMST 2002). Tan et al. (2000) concludedthat a colour machinevisionsystemwasanaccuratemethodof evaluatingpork colourwhile vanOeckelet al.,(1999) found double density light transmissionto be a useful method.Resultsfrom a multichannel fibre optic probe indicate that adiposeand collagenousconnectivetissuehavehigh reflectancevalues(Swatland,2000).

19.4 Emerging technologies

In recentyears,newtechnologies havebeendevelopedwhich showpromiseforexploitation and use in the meat plant. These include both physical andbiochemical techniques,which aredescribed in more detail below aswell asinotherchapters in this book. Theseshowpotential for useasindicators of meatquality andpavethe way for further research into their predictive ability.

19.4.1 Ultra soundSoundwaves with frequencies abovethe audible rangeare called ultrasoundwaves.A number of variablescharacterising the propagation of an ultrasoundsignal, through a medium such as meat, can be measured. In addition theultrasound measurements canalsobe madeat a numberof frequencies. Soundmovesby compressionwaves,whicharereflected andrefractedwhentheymovefrom one medium to the next. Sono-elastography is a method which usesultrasonic pulsesto track the internal displacementsof small tissueelementsinresponseto externally applied stress.

The mechanical properties of meat have beencharacterisedby two sono-elastography parameters – the propagation velocity and the attenuation co-efficient of the mechanical wave. Optimisationof the measurementconditionshave taken temperature,sample dimensions, probedimensions and frequencyrangeinto account. Measurementstaken from beefsampleshaveindicatedtheusefulnessof this technologyasa non-intrusivemethodof visualisingstructuralcharacteristicsof beef (Ophir et al., 1993; and Crossand Belk, 1994). Theseinvestigationsindicatedthatmeasurementsmaydescribe musclestructureat themusclebundlelevel. The evolution of meat during rigor onsetandageingwasfollowed by pH measurementsandmechanical resistance of myofibrils at 20%of deformation. Comparisons were made between theseparametersand thevariables from the sono-elastography analysis. Results indicate that sono-elastographycanbeusedto follow rigor mortisonsetandageing in meat.Elasticdeformation of intramuscularconnective andadiposetissuecausedby external

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stressis detectedultrasonically andhasbeenproposedasa methodof predictingbeefquality (Swatland, 2001). Abouelkaram,etal., (2000)haveanalysedbovinemuscle samples and investigatedthe influence of compositional and texturalcharacteristics on ultrasonicmeasurements. The methodusedwasbasedon themeasurement of acoustic parameters(velocity, attenuation andbackscattering).They concludethat the ultrasonic methodusedis robust enoughto haverealpotential for muscletissuecharacterisation.

A novel ultrasound techniquehas been developedwith the potential torapidly andaccurately measure tendernesson small samples of meat (Allen etal., 2001).This technique hasmuch higher resolution than previously appliedmethodsand is, therefore,very sensitiveto meat texture. The methodis alsosensitive to differences in meat composition,particularly fat andprotein content.It is possible, therefore, that composition and texture could be measuredsimultaneously to give an overall picture of the likely eatingquality of meat.This could be particularly useful in processed meatswhere it is important toknow thecompositionandtextural propertiesof intermediateemulsionsin orderto control the eating quality of the final product. Anisotropy of ultrasonicvelocity is capable of tracking structural changesin ageing beef and haspotential as an indicator of eating quality in beef (Dwyer et al., 2001a,b).However, further work on a broaderspectrum of meat samplesis needed tovalidate this approachfor predicting beefeating quality.

19.4.2 Nuclear magnetic resonance (NMR)NMR imaging measures energy differences between magnetic momentsofnaturally occurring, intrinsically magnetic atoms, when external fields areimposed.The relationship between waterdynamics andmuscle typeshasbeenexploredusingNMR. Various quantitative NMR parameterswhich arecloselyrelatedto waterdynamics, namelyrelaxation curves (T21 andT22) andmagnetictransfer parameters,havebeenacquired andanalysed. According to BeauvalletandRenou(1992), NMR hasprovento bea powerful techniquefor thestudyoftransformations in muscle tissue and is of value in assessing meat quality.Further measurements, recorded at 3h and 14 days postmortem in bovinemuscle, detected a redistribution of water over the ageing process.Thisredistribution is being analysedto monitor its suitability in determining meatquality (water holding capacity). A patternwas seento exist for someof theNMR measurementsversus time postmortem for different pH falls. This wasthought to bepartly dueto pH fall andpartly dueto muscle shortening. A studyby Brondrumet al. (2000) concludedNMR to be a better predictor of waterholding capacity,intramuscular fat and total water content, than the useof afibre optic probeor visible or NIR spectroscopy.Laurent et al. (2000)publisheda good overview of the characterisation of muscle by NMR imaging andspectroscopic techniques. These techniques give non-invasive access tostuctural, metabolic and chemical information as well as water dynamics andfat distribution. However, the costof this analysismay be prohibitive.

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19.4.3 Image analysisImageanalysisof meathasbeeninvestigatedwith theview to identifying featureswhich are characteristicof the meatsample.Textural attributesof photographicimageswere analysedusing severalfeatureextractionmethodsto evaluatethepossibility of identifying bovine muscle (Bassetet al., 2000). This involvedacquiringphotographicimagesof meatsamplesunderbothultravioletandvisiblelight. Classificationsexperimentswere performedto identify the bovine muscleaccordingto muscletype,ageandbreed.Classificationof musclesfrom animalswithin oneagecategoryled to high identificationrates,while classificationsbasedon ageof the animalandbreedsprovedmoredifficult.

19.4.4 Autofluorescence(AF) spectroscopyAF wasassessedfor its potential to predictthe fat andconnective tissuecontentin meat (Wold, et al., 1999b). Meat samples containing varying amounts ofmeat, fat and connective tissue were analysed. The results conclude that atdifferent wavelengthsalong the spectra, AF may provide a rapid methodfordetection of connective tissue(380nm) and fat (332nm) contentin meat. AFspectroscopyhasalsobeeninvestigatedin conjunctionwith imagingto analysepostmortem changesin sensoric tendernessand WBSF measurements. Anoptimum excitation wavelength has been demonstrated for modeling thebiochemical constituents. Good correlationshave beenobtained between theemission spectra and time postmortem. Combining spectral data withinformation from imagescan result in betterprediction modelsfor fat content(Wold, et al., 1999a).

19.4.5 Near Infar ed (NIR) spectroscopyApplications of NIR for the prediction of functional properties and qualityvariables in foods have emerged. NIR spectrometry is both rapid and non-destructive and can be calibratedto measureseveral componentsat one time.Infrared light is partof thebroadspectrum of energy knownaselectromagneticradiation. NIR spectrometry is concernedwith a specificregionof the infrared,adjacent to the red end of the visible spectrum. The frequency of waveoscillations in the IR region is of the same order as the natural mechanicalvibrational frequencies of many chemical groups(Benson, 1993).The types ofabsorptionsthat dominateNIR arehydrogenic absorptionssuchasÿOH,ÿNHandÿCH vibrations.Thesetypesof absorptionsaredisplayedby moistureandvirtually all othermajor constituents of foodstuffs.

Many applications of NIR havedealtwith the quantitative determination ofcompositional analysis of foods(Osborn andFearn, 1986).NIR spectrareflectthe organic constituents of food products and contain information about theconformation of components such as proteins and polysaccharides. NIRapplications have also focusedon direct estimation of quality parameters infoods. WhenusingNIR spectrato predictthefat content it is advisableto mince

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or grind the meat into a homogenousmixture (Isaksson et al., 1992; Rodbottenet al., 2000). In this way a single NIR scanwill probably detect the ‘true’composition.Perhapsincreasingthenumberof NIR scanssubstantially on intactmeat samplesmayimprovetheprediction results for fat (Rodbotten etal., 2000).

The ability of NIR to detectchanges in the stateof waterandhydrogenbondinteractionsin foodshasbeenobserved (Hildrum et al., 1995). Sincesuchchangesevidently occur in meat during tenderisation and ageing it was thought that arelationship may exist betweenNIR measurementsand meat quality attributes.This wasinitially investigatedby Mitsumota et al. (1991)who observeda strongrelationship between NIR and both WBSF and compositional measurementsofmeat. Sincethenmanystudiesconcluded that NIR wasa goodpredictorof meattendernessasassessedby WBSF(Byrne,1998;Parket al., 1998).However, theseprediction modelswere not always easily replicated (NFC, unpublished work).Recently work at the NFC (Venel et al., 2001) focusedon avoidanceof a numberof potential experimental errors which may have mitigated against thedevelopmentof satisfactory models.While NIR (750ÿ1100nm) was unable tosatisfactori ly predict the selected organoleptic properties of bovine M.semimembranosus (SM), better results were obtainedfor the WBSF values inthe LD (r� 0.51). While the predictive performance was improved, when thesamplesetwassegregatedaccording to animal grade, sex,ultimate pH or day ofboneout (r� 0.54ÿ0.72), the accuracieswereno betterthanpreviouslyreported(NFC, unpublishedwork). NIR spectra(1100ÿ2500nm) werecollectedpre-rigorin bovine M. longissimusdorsi (LD) (Rodbottenet al., 2000).While thesespectrahadhigher overall absorbanciescomparedto post-rigor measurementsthe resultsdid not supportthatearlypostmortemNIR spectracouldbeusedasa predictorofbeef tenderness.

19.4.6 TemperatureIt is well known thattemperatureplaysa majorrole in determining meat quality.Problemssuchascold shortening, heatrigor andcold autolysisareassociatedwith postmortem carcass temperature. May et al. (1992) concluded that aninternal longissimusdorsi temperature(4.5cm to 5.5cm into themedial portionimmediately anterior to the 9th rib) of 33ºCat 2.5h postmortemwasrelated tothe tendernessof the meat(r� ÿ0.63 (WBSF); r� 0.54 (sensorytenderness)).Pork loins having low carcasstemperatureat 3 h postmortem havehigher pHand water holding capacity and produced lower lightnessand WBSF values(Park et al., 2001). Optimal beef tendernessafter ageing for 14 days wasassociatedwith anintermediatepH declineof pH5.9ÿ6.2at 1.5h postmortem orrigor temperatureof 29ÿ30ºCat pH 6.0(HwangandThompson,2001).In lamba temperatureof approximately 15ºCat onsetof rigor appearsto beoptimal fortenderness(Geesinket al., 2000). Not all researchers however agreeto theusefulness of temperature in the identification of differences in tenderness(Jones and Tatum, 1994). Perhaps strategic temperature measurementsmayprovide useful information on the ultimateeating quality of meat.

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19.4.7 ImmunoassaysThe application of immunoassay technology to the analysisof non-clinicalsamples in theFoodandAgricultural sectorshasbeengrowing steadily for sometime (Rittenburg and Grothaus,1992). It is a powerful analytical tool thatdependson theinteraction betweenanantibodyandtheantigenbeing measured.It canprovide a rapid,economical, highly sensitive andspecificanalysisandisrelatively simpleto perform. In comparisonto other analytical methodssuchaselectrophoresis and high performance liquid chromatography (HPLC),immunoassays allow a higher sample throughput with minimal sampleprocessing. This analytical method has been used in the detection of foodcontaminants such as antibiotics, pesticides and microbiological organisms(Rittenburg, 1990).The potentialof this methodfor investigating endogenousfood componentssuchas vitamins, enzymesand structural proteins hasbeenrealised(Finglas et al, 1992;Doumit et al, 1996).

Proteolytic degradation of key myofibrillar proteins has been shown tocontribute to post mortem tenderisation(Troy et al., 1987; O’Halloran 1996;Boyer-Berri and Greaser, 1998). Degradation of many structurally importantmyofibrillar proteins,during thepostmortemageing of meat,hasbeenobservedby many researchgroupsincluding NFC. Of thesetroponin T and its 30kDamyofibrillar proteolytic fragmenthavebeenrelatedto meattenderness(Buts etal., 1986;Troy et al., 1987). It hasbeensuggested that the appearance of this30kDa fragment could serve as an early postmortem indicator of meattenderness. A soluble 1734.8Da fragment of the troponin T molecule hasrecentlybeenisolated(Stoeva et al., 2000;Mullen et al., 1998b;Nakai et al.,1995)which appears to berelatedto meat tenderness(Mullen et al., 2000).Dueto its solubility this fragment is more easily extractedfrom meat than themyofibrillar 30kDa and, therefore, it may be a more suitable candidate forroutine factory analysis. An immuno-based assay was developed usingpolyclonal antibodies for the detection of this fragment.Initial resultsshow arelationship between formation of the fragment and beef tenderness.Thecalpastatin/calpain proteolytic system which has been implicated in thetenderisation process has also been targeted for the development of animmunoassaytest (Doumit et al., 1996; Koohmaraie, 1996b). Exoproteaseactivities can constitute a novel and adequate technique to predict earlypostmortempork meat quality (ToldraandFlores,2000).Theseenzymesremainstableup to 24h postmortem. Development of immuno-basedassays to theseandother importantenzymesandproteolytic fragmentsareunderway with theultimate aim of predicting meat quality traits. The analytical performanceoftheseassaysneedsto bethoroughly validatedandconvenient samplepreparationproceduresdesignedfor applicationof theassays to meat extracts.Evaluationofthe efficacy of the assays in the prediction of meat tendernessis alsonecessaryand the resulting data can then be usedto select the assay or combination ofassayswhich give the best correlation with alternative indices of tenderness.Data collected from the validation stages would also indicate whether aqualitative or quantitative assayformat is neededfor a final test system.There

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are somereservations aboutspeedof immunoassays for use in a commercialsituation (Koohmaraie, 1996b). However, ultimately, and more ideally, asuccessfulassay could be developedinto a morerapid test suchasa ‘dip-stick’type test, which would be morereadily transferableto the meatindustry.

19.4.8 MetabolitesMany metabolites exist in muscle,bloodandurinewhich may contain valuableinformation regarding the variability of quality between different animals.Determinationof someof thesefactors may be part of routineanalysis in somelaboratories. Results from thesesamples may provide an indicator of meatquality and may also provide a greater knowledgeof the biochemical processoccurring over this period(Troy et al., 1998).Higherlevelsof metabolites suchascreatinine phosphokinase,free fatty acidsand�-hydroxybutyratehavebeenlinked to the ultimate pH (pHu). No relationshipwasobservedbetween variousbloodbiochemicalparametersandpHu (NFC, unpublishedresults).Nucleosidesand nucleotides also play an important role in the biochemicalchanges whichoccur during the early postmortem period. There is a rapid decreasein highenergy molecules such as tri- (ATP) and di- (ADP) nucleotides, earlypostmortem, with a simultaneousincreasein mononucleotides (AMP, IMP,GMP, etc.), and nucleosides (adenosine, inosine, guanosine, etc.). Levels ofhypoxanthineandinosinewere different in exudative andnormal pork meat upto 3 dayspostmortem (Battle, et al., 2001).In thesamestudy IMP andATP onlydifferedbetween 4 and6h postmortemwith the IMP:ATP ratio differing up to2h postmortem. The authorssuggest that 2h is the optimumtime for samplingwhen attempting to predictPSE.In anotherstudy the sameauthorssuggestthatnucleotidecontentsmayserveasanindex of some tastevariationsbetween porkquality classesbut a direct link may be unlikely dueto their rapid metabolismand the low degreeof differences accounted for (Flores et al., 1999). Othernovel metabolites of interest include nitric oxide (NO) which is a gaseousintercellular messenger and has recently been proposed in ubiquitous roles,including thosewithin a normal functioning skeletal muscle.WBSF valuesforstriploins incubatedwith NO enhancers were seento decreasewhile thoseofstriploinsincubatedwith NO inhibitorsincreasedat days3 and6 of conditioning(Cook et al., 1997). The mechanismof NO in tenderisation is not yet known,however NO can mediate its effects by free radicalsand/or calcium changeswhich canin turn affect proteolytic enzymes. The non-enzymatic tenderisationof meat proposed by Takahashi (Takahashi 1996) and involving calcium ionscould be partially explained by NO.

19.4.9 Tenderness probeAs mentioned aboveefforts have beenmadeto developphysical methodstopredict tenderness,as assessedby a sensory panel. As well as the Warner-Bratzler shearforce method,otherinstrumentshavebeendevelopedandtested.

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The MIRINZ (Meat Industry ResearchInstitute of New Zealand)tendernessprobeconsists of two sets of pinson which meat samplesareimpaled(JeremiahandPhillips, 2000). Tension is appliedto the musclefibres by onesetof pinswhich rotaterelative to a staticsetof pins. A torquesignal is recordedagainstthe angleof rotation. Resultsindicate it may be an alternative methodto theWarnerBratlzer.However, this methodwould still require cookingof themeat.Ideally the industry requiresa methodwhich would allow measurementsto betakenon raw meat,eitheron the carcassor on primal or retail cuts.

19.5 The geneticsof meat quality

In recent yearsgreat advances have beenmade which have enableddeeperunderstandingof the relationship between genomics and meat quality. It isanticipated that breeding programmes will be greatly improved throughidentificationof polymorphismsin theDNA sequenceswhich impacton qualitytraits. Functional genomics aims to provide further insight to the complexinterplay of geneexpressioneventsinvolvedin thedevelopmentof meatquality.Theimportanceof thisexpandingareaof researchis becoming moreapparentinthe understandingof meatquality (Mullen et al., 2000andmany referencesinthe following paragraph). The readeris also directedto Marshall (1999) andSolomonet al. (2000)for further informationin this area. Complementaryto thefunctionalgenomics approachis proteomeanalysis(Andersonet al., 2000).Theuseof proteomics allows the characterisationof expressedprotein within anygiven cell type.This is a very powerful techniqueasthe phenotypic traits of anorganism areultimately manifestedthroughthe interaction of the environmentandthevariousproteinsexpressed in its tissues(structural, enzymatic,metabolicandregulatory proteins) (Pandey andMann, 2000).

DNA markers, (regions of chromosomesshowing polymorphisms in thenucleic acid sequence)can be usedto detectquantitative trait loci (QTL), orregionson a chromosomewhich havea substantial effect on quantitative traitssuchastenderness,growth rate,intramuscular fat etc. This is referredto asQTLmapping. To successfully carry out QTL analysis, several hundredanimalsarerequired. Thesemust be producedover severalgenerations using pure bredanimalsand employing strict control of the breeding regimes. DNA markerslinked to theQTL canbeusedto develop strategiesfor markerassistedselection(MAS) breedingprogrammes(for review readDentine, 1999).Preliminarydatafrom genome-wide scanningof DNA markers have revealed a number ofputativeQTL associated with meat traits, althoughrelatively few results havebeenpublished to date.Therehavebeenseveralprojects,world wide, designedto identify QTL affecting phenotypessuchas meat quality, carcassattributes,growthanddevelopment of beefcattleandpigs. The following aresomeof theresearch groups that are currently undergoing programmesin this area: JayHetzel and Bill Barendse’s group from the CSIRO in Australia (Hetzel andDavis,1997andHetzel et al., 1997),YoshikazySugimoto from the Shirakawa

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Instituteof Animal Geneticsin Japan,SteveKappes’groupat theUSDA MARCin the US (Stone et al., 1999),animalgenomicsgroupat TexasA&M (Taylorand Davis, 1997, 1998), animal genetics group in Michigan StateUniversity,and Michel George’s group from Belgium. Casaset al., (2000) hasidentifiedsuggestive QTL for longissimus muscle area,hot carcassweight, marbling andWBSF.

QTL for carcassandgrowth traits havebeenidentified (Stoneet al., 1999).The chromosomal locations of at least five genesinfluencing beef tendernessand another four genesinfluencing marbling havebeenidentified (Taylor andDavis, 1998andHetzel et al., 1997).A QTL influencing WBSF hasalsobeenrecently identified (Keeleet al., 1999).In pork QTL for IMF andbackfathavebeen identified (for review seeDe Vries et al., 2000; Rothschild, 1997). Ingeneral, however, relatively little hasbeenpublished concerning thelocalisationof genesinfluencing variations in beefcattle phenotypes.

19.5.1 Major genesand candidate genesAlthough many quantitative traits seemto be controlled by multiple genes,individual genescanaccountfor a relatively largeamountof variation in sometraits. Thesegenesare referredto as major genes. Candidate genesare geneswhich arerelatedphysiologically or biochemically to the selectedtrait andareassumed to have an effect on trait performance. Using this approach severalmajorgeneshavebeendetected.Recentevidencesuggests thatdoublemusclingin some beef breedsis caused by a mutation of a gene located on bovinechromosome 2 that produces the protein myostatin (Grobet et al., 1997;Kambadur et al., 1997; Smith et al., 1997). Normally, myostatin serves torepressskeletalmusclegrowth, but themutation appearsto block this effectandpermits extra muscle growth. Porcine stresssyndrome(PSS) or malignanthypothermia (MH) is a geneticdisorderthat canresult in suddendeath or PSEmeat in domestic pigs.Initially thegeneticmutationresponsible for this disorderwaslocated to theMH locus but subsequentwork demonstrateda mutationin asingle (major) gene, the ryanodine receptor gene (see DeVries et al., 2000;Cunningham, 1999for review). An exampleof acandidategenefor meatqualityis providedby thegenefor fatty acid bindingprotein(FABP).Polymorphismsinthis gene(heart andadipocyte)havebeenfoundto be associatedwith variationsin IMF in pigs (Gerbenset al., 1998a,b). In addition, the effect appears to beindependent of backfat. Anotherrelevantcandidateapproachis theresearchoncalpainandcalpastatin.Therearemanyreportsof therole of thecalpain system,a setof calcium dependentproteasesandtheir inhibitor calpastatin,both in vivoand postmortem in protein turnover and meat tenderness(Koohmaraie 1992,1996a;Zamoraet al., 1996).Threepolymorphic siteshavebeenidentifiedin thepig calpastatingene(Ernstet al., 1998).Significant associations between beeftendernessand calpastatin genotype were detected by Greenet al. (1996a,b),but not by Lonerganet al. (1995).

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19.5.2 Geneexpression and microar ray technologyGenomics is the study of an organism’s whole genetic blueprint and thevariations within that blueprint which make every individual in a populationunique. Functional genomics seeksto relate differences in the genetic blueprintto physiology andphenotype. It is widely believedthat thousandsof genesandtheir products(proteins)in a given living organism,function in a complicatedand orchestrated way to create the unique characteristics in individuals.Differencesin geneexpressionor changesin the sequence of expressed genescontribute to the various phenotypesin any animal population. Traditionalmethodsallow only onegeneto be studied at a time. However, thereis muchexcitementat presentover theuseof microarraysor biochips,andtheir potentialcontribution to the study of genomics.The technique, which involves layingdown an orderedarray of genetic elements onto a solid substrate, is usefulbecauseit enablesgeneticanalysisof thousandsof genesandmarkersin asingleexperiment (Zhaoet al., 1995;Dugganet al., 1999;Sinclair,1999). Combiningmicroarraytechnology with methodsof molecularbiology allowscomparisonofgene expression to be made betweenindividuals or between cell types etc.(Yang et al., 1999;Liang andPardee, 1992).Using this technologywill allowpatterns of gene expression to be compared between animals displayingextremesof quality traits of interest.In this mannera ‘favourable’ setof geneexpression patterns may be definedfor particular quality traits. Thesepatternscould be monitoredthroughvarious treatmentregimesto determine an optimalsetof conditionsthat shouldexist within the animalprior to processing.Manyresearch groupsworld wide, includingNFC,havedynamic programmesin placeto determine the relationship betweenpatterns of geneexpression(andproteinexpression) and meatquality traits. This is an exciting and revolutionary areawith much potential for real applications to improving the consistencyof thequality of meat. While methodology requiresinvestment in termsof time anddevelopment of specific tools, the benefits in the medium to long term arepotentially great.

19.6 The future

Many innovative advances have been made in the area of measuringandpredicting meatquality traits. It canbeseenthat in manycases the findings canbe difficult to interpret and may be contradictory to others.Obviously factorssuch as experimental design, sampling methodology, sampling conditions,instrumenttypeanddataanalysisarecritical to the interpretationof results.Theapplication of any of thesetechniquesto an on-line situation will requirelargescale industrial basedtrials to verify and confirm their ultimate usefulness.Many advanceshave been made in the area of DNA and gene expressionanalysis. It is anticipatedthat this will contributegreatlyto our understanding ofmeatquality traits. It is possible thatearlypostmortemprediction of meatqualitywill require recording more than one ‘on-line’ measurement. Ultimately

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predicting meatquality attributesmay requirea more holistic approach whichsets criteria at morethatonepoint alongthechainof animalproduction throughto consumption.

19.7 Sourcesof further information and advice

A wide arrayof booksareavailablefor general readingon the sciencebehindmeat quality attributesandtheir measurements.A few of the morenoteworthyinclude Singhal et al. (1997), Pearsonand Dutson (1994), Kress-Rogers andBrimelow (2001), Taylor et al. (1996) and Lawrie (1998). Throughout thischapter many referenceshavebeencited,many of which arereview articlesorbook chapters, rather than list all of thesehereagain the reader shouldconsultthe relevant sections. In the areaof meat quality prediction (especially usingvarious probes) Chapter 10 in this book should be read, in conjunction withmany of the published papersby this author. Someof the resultsdiscussed inthis chapterarefrom research carriedout undertheEU FAIR programme(FifthFramework), projectnumber PL96-1107andvariousnationally funded projects(Departmentof Agriculture, Food andRural Development,Ireland).

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20.1 Introduction

Meat packaging technology has evolved rapidly over the past two decades yetdespite major developments in packaging materials and systems the fundamentalprinciples of packaging muscle foods remain the same. Packaging fresh meat iscarried out to delay spoilage, permit some enzymatic activity to improvetenderness, reduce weight loss, and, where applicable, to ensure anoxymyoglobin or cherry red colour in red meats at retail or customer level(Brody, 1997). When considering processed meat products, factors such asdehydration, lipid oxidation, discolouration and loss of aroma must be taken intoaccount (Mondry, 1996).

Many meat packaging systems currently exist, each with different attributesand applications. These systems range from overwrap packaging for short-termchilled storage and retail display to 100% carbon dioxide atmosphere packagingfor long-term chilled storage (Payneet al., 1998). Considerable interest hasdeveloped recently within the retail sector in merchandising centrally processed,display-ready, meat cuts. Packs are prepared at the meat plant and from here,placed straight onto the supermarket shelves in this form. The notion ofcentralised fresh meat packaging began almost immediately after the cornerbutcher had moved to the backroom of the newly emerged supermarket in the1950s (Brody, 2000).

The meat and retailing industry’s movement towards centralised packagingand distribution has led to an increased interest in other types of packagingsystems which may have potential use for the future. The only criterioncustomers have at the point of purchase of fresh meat cuts is visual appearance(Kropf, 1980). Consequently, desirable colour must be maintained during chilled

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storage, distribution and subsequent retail display if preservative packagingsystemsare to be effective (Jeremiah andGibson,1997). A longer shelf life isalso required for long- and short-distance distribution. The use of modifiedatmosphere packaging (MAP) as well as vacuumpackagingsystems are justsome of the optionsavailableto the processor/retailer.The shift from point-of-saleprocessingto central processinghasalsoled to theintroductionof motherormaster packaging systems.Thesesystemsconsistof a numberof gas-permeableoverwrapped trays, sealed in a master pack which contains a modifiedatmosphere. Thesemay be superior to MAP, provided that the meat maintainsanacceptable appearance for a sufficient periodafterbulk packsareopenedandindividual meattrays aredisplayed.

In conclusion,selecting a preservative packagingthat is appropriate for aparticular fresh/processedmeat product for a particular niche market requiresknowledge of the principal deteriorative processes to which the product issubjected,thegeneral hygieniccondition of theproductwhenit is presentedforpackaging and the temperature history that the product can be expected toexperienceduring its storageanddistribution (Gill, 1991)

The dominant preferenceamong consumers in their daily food consumptionpatterns (after tasteandsafety)is for convenience.Consumerswant their foodfast andeasy(Kinsey,1997).The family unit hasdecreasedin sizeover recentyears andmore peoplearenow living alone. Therearenow morewomenin thework-force, who do not desire complicated food preparation each evening.Longer commuting to and from work and increasingly busy life-styles alsocontribute to the needfor convenience.Therefore, smaller servings of a widechoice of meat cuts, well presented in packs in retail display units are theobvious choice for consumers.

Centralisedmeatpackaging offers a number of significant advantages to theindustry andthe consumer. For the industry, the overall costsof production arereduced. Transportation costs are lower and trimming, evaporation and driplosses are reduced also.There is also improvedinventory and product controlwith theuseof computerisedproduct movementsystems.This leadsto accurateforecastingof requiredstock andcanall becarried out from onecentrallocation(www.packstrat.com).Centralprocessingalso offers someeconomyof labourfor theindustry. Personnelwork onahigh-speed,automatedline, eachwith theirownspecifiedjob, andgreater safetyis achieveddueto closesupervision.At thevery least, retailers must be knowledgeable about the differences betweenpackaging treatmentsto make cost effective buying decisions, which in turn,will benefit the consumer (Schulter et al., 1994).

The advantages for the consumerinclude better sanitation and enhancedpalatability due to controlled ageing of the product (www.ansci.uiuc.edu/meatscience/Library/packaging.htm). The choice of product available to theconsumer has also improved. Fifteen to twenty years ago, only fresh poultrymeat wasseenin shelf-readypackaging. However,today a wide rangeof freshandprocessedpork, lamb andbeefproducts, arealso available. Therefore, themain contributors to fresh meat deterioration leading to loss of profit, are,

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colour, microbiology and drip loss. Processedmeats on the other hand,needprotection from bacteriological contamination, oxidation, dehydration,discolouration and lossof aromato ensurea goodquality product is availableto the consumer(Mondry, 1996). Before considering the form of packagingwhich will be usedto pack muscle food products, it is important that factorswhich will determine shelf-life quality of a particular meat product areconsidered, measuredand quantified wherepossible.For the purposes of thisreview,meatquality factors will be divided into those for freshmeat andthosefor processed meatproducts.

20.2 Factors influencing the quality of fresh and processedmeat products

The principal factors that mustbeaddressedin the preservation of freshchilledmeataretheretentionof anattractive, freshappearancefor theproduct which isdisplayed anda delayin bacterial spoilage (Gill, 1996).Minimising drip lossesis also of economicconcern because such lossescan increase the cost of theproduct, which is often traded on narrow profit margins. During storage,processed meats deteriorate in the first instance because of discolouration,secondly becauseof oxidative rancidity of fat and thirdly on account ofmicrobial changes (PearsonandTauber,1984).

20.2.1 Meat colourIn the mind of the averageconsumeraboutto purchasemeat,colour becomessynonymouswith freshredmeatquality (RenerreandLabas,1987).Thecolourof fresh red meatis of the utmostimportance in marketing sinceit is the firstquality attributeseenby the consumer who usesit asan indication of freshnessand wholesomeness.The colour of fresh meat is not well correlated with theeatingquality howevertheconsumerstill demandsthatbeefhasa bright cherryred colour (Taylor, 1996), lamb a brick red colour and pork and chicken auniform pink colour.

Meat colour depends on myoglobin,a pigmentwith severalforms (RenerreandLabas,1987)(seeFig. 20.1).Myoglobin is concernedwith the storageandtransfer of oxygen within the muscle. Myoglobin concentrationsare variablebetween speciesandbetween muscles.Light chickenmeat, porkandbeefcontain0.01, 1–3 and 3–6mg/g myoglobin, respectively (Warriss, 1996). Deoxy-myoglobin or reduced myoglobin is purple in colour and is the predominantmusclecolour in the absenceof oxygen. It is the expected musclecolour ofvacuumpackagedmeat.Whenoxygenis introducedor whenmeatis exposed toair, deoxymyoglobinbecomesoxygenated to oxymyoglobin which is responsiblefor the bright cherry red colour consumers expect to seeon the supermarketshelves.If oxygenis removed, oxymyoglobin reverts to the basicdark purplemyoglobin pigment(Taylor,1996).Overaperiodof time andunderatmospheric

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conditions,whichmayvary from severalhoursto several days,oxymyoglobin isfurtheroxidisedto metmyoglobin.This is thepigmentresponsible for thebrowndiscolourationassociated with non-saleable meat (Kerry et al., 2000). Deoxy-myoglobin andoxymyoglobin arehemeproteinsin which the iron is presentinthe ferrousstate(Fe2+)while metmyoglobin possessesthe ferric (Fe3+)form.Theconversionof theferrousto theferric form is brought aboutby oxygenation.

Myoglobin canrapidly combinewith or loseoxygenin responseto thepartialpressureof oxygento whichit is exposed(LivingstonandBrown,1981).Ledward(1970) found that the formationof metmyoglobinon bovine M. semitendinosuswasmaximalatapartialO2 pressureof 6mmHg at0ºC.Meatcanbemaintainedinmuchhigheror extremelylow O2 concentrationsin orderto avoid thesecolour-destructive O2 tensions. Sorheimet al. (1995) reportedthat pork loin sectionsstored in CO2 atmosphereswith 1.0, 2.8 and 4.0% O2 for 12 days were alldiscolouredbut thatsectionsstoredin O2 freeCO2 werenot. Greeneet al. (1971)reported that 40%metmyoglobincausedmeatrejectionby consumers.

The pigment of curedmeats, nitrosylmyoglobin, is stablein the absenceofoxygenor undervacuumbutoxidation to metmyoglobin is rapidwhenoxygenispresent.Therateof oxidation increasesdirectly with increasing oxygentension.Low humidity and high storage temperature may result in a browndiscolouration on the surface due to chemical alteration and dehydration.Nitrosylmyoglobin is much more susceptible to light than myoglobin; curedmeats canfadein onehour underretail display lighting conditions.Sincelightacceleratesoxidative changes in the presenceof oxygen,vacuumor inert gaspackaging will help reduce the effect (Robertson, 1993). Lundquist (1987)discoveredthatholdingvacuumpackagedmeatsin thedarkfor 1–2 daysbeforeexposing themto display lights allowedresidualsurfaceoxygento be depletedby microorganismsand tissueactivity, thus reducingcolour deterioration. Healso reportedthat to inhibit colourchangesin curedmeatproducts,a lower levelof available oxygen than that required to shift the microbial population fromaerobic to anaerobic wasrequired.

Fig. 20.1 The colour of freshred meatrelatedto the forms of the pigmentmyoglobin(SorheimandNissen,2000).

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Thedegree of photooxidation of thenitrosyl meatpigmentis highly affectedby theoxygenpressureabovethecuredmeat productbut it canbeminimisedbythe use of low oxygen transmission rate films in combination with vacuumpackaging or packaging in modified atmospheres without oxygenor interactivepackaging with oxygenabsorbers (Andersenet al., 1988, 1990).

20.2.2 Lipid oxidationLipid oxidation is a leadingcauseof quality deterioration in muscle foods(Rheeet al., 1996),resultingin rancidity, off-fl avoursandoff-odours aswell ascolourand texture deterioration (Kanneret al., 1992). Lipid oxidation in vivo and inmusclefoods,is believed to be initi ated,in the highly unsaturatedphospholipidfraction in subcellular membranes (Morrissey et al., 2000). Immediatelypreslaughter,andduring the early postslaughter phase,oxidation in the highlyunsaturatedphospholipid fraction is no longer highly controlled andthebalancebetween the proxidative factors and antioxidative capacity is likely to favouroxidation. At this stage it is unlikely that thedefensivemechanisms thatexist inthe live animalstill function (Morrisseyet al., 1998).

Mechanical boning, mincing, restructuring andcooking cancausesignificantdisruption of the cellular compartmentalisation structure which facilitates themeetingof proxidantswith unsaturated fatty acidsresulting in thegenerationoffree radicalsand propagation of the oxidative reaction(Buckley et al., 1995).Themajorproductsof lipid oxidationarethehydroperoxides, which breakdowninto secondaryproductssuchasaldehydes, alcohols, hydrocarbonsandketones.Thesesecondaryproductsformedduring oxidationcontribute to theoff-flavoursgenerated during storage(St Angelo and Spanier, 1993). A distinctive off-flavour developsrapidly in meat that has beenprecooked,chilled-stored andreheated. The term Warmed-OverFlavour(WOF) hasbeenadoptedto identifythis flavour deterioration. Autoxidation of membranephospholipids is largelyaccepted as causal in the formation of WOF. It is thought that thepolyunsaturatedfatty acids from polar phospholipids rather than triglyceridesareresponsiblefor the initial developmentof off-fl avoursandoff-odours in rawandcookedmeats(Renerre andLadabie, 1993).

Lipid oxidation is not usually a limiting factor in conventionalover-wrappedtraysasair-permeablefilms allow odourvolatilesto escapethroughthe package.However,with modified atmospherepackages,the volatile productsareretainedwithin thepackageandcanbeclearlydetectedby consumerswhenopened(Zhaoetal., 1994).Theseodourscan be termedas compartmentalisedpackagingodoursandmay arisethrougha complexinteractionof productvolatileswith packagingvolatiles in a manipulatedgaseousenvironment.Storageof meat in high O2

atmospheresleadsto a limited shelflife dueto lipid oxidation.Taylor etal. (1990)reportedthat malonaldehydein beef samplesincreasedin modified atmospherepacksmore rapidly than in vacuum packsbut not until one week after retailpackaging.Jacksonetal. (1992)foundthatbeefstriploinspackagedin 80%O2 and20%CO2 at 3ºC developedstrongoff-flavoursasa resultof lipid oxidation.

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Cookedor pressuretreatedmeatsaremore vulnerableto oxidationthanfreshmeats.Factorswhich influencetherateandcourseof oxidation of lipids arewellknown and include light, local oxygen concentration, high temperatures,presenceof catalystsandwateractivity. Control of thesefactorscansignificantlyreduce the extent of li pid oxidation in foods. St Angelo and Spanier(1993)discoveredthat heme-containing catalystssuchasmyoglobin, hemoglobin andcytochromesmayalso causeoxidation. Nitrites,which areaddedto meat duringcuring, are thought to prevent lipid oxidation or the formation of meatflavourdeterioration. It hasbeenwell documented that vacuumpackaging or modifiedatmospherepackagingin ananoxicgashasbeenshownto reducelipid oxidationof precookedmeatseffectively (Nolanet al., 1989;Spanieret al., 1992).

Even though precooked meatsare placed in an anoxic environment, lipidoxidation still proceedsdueto residual oxygenin the product andthe package.The residual concentration of oxygenin MAP packagesis normally 0.5–2.0%(Smiddy et al., 2002,Randall et al., 1995).Bertelsenet al. (2000)statedthat theoxidative stability may be further improvedif a raw material with an optimumintrinsic oxidative stability, achieved by feeding supranutritional levels ofvitamin E, is usedfor production of theseproducts. The combined synergisticeffects of supplementing animals with dietary �-tocopheryl acetateand thesubsequent manipulation of packagingsystems to improve meat quality andextend shelf-life of muscle food productshave beenshown by a numberofresearchers. Cannonet al. (1995)showedthat packagingat low oxygenlevelscombinedwith dietary vitamin E washighly effective in decreasing TBARS inchill-storedprecookedporkchopsandroasts.Kerry etal. (1996)reportedthat�-tocopherylactetatesupplementedmodifiedatmospherepackagedbeefincreasedcolour stability in steakcoreswhen compared to aerobically packaged cores.O’Gradyet al. (2001) found that lipid andoxymyoglobin oxidation in mincedbeef stored in 80% O2 : 20% CO2 were lower in muscle from vitamin Esupplemented animals compared with unsupplementedanimals.

20.2.3 Meat microbiologyThe microbial population of freshmeatis affectedby a number of factors suchas species, health and handling of the live animal, slaughtering practices,chill ing of thecarcass, sanitation during fabrication,typeof packaging usedandhandling throughdistribution andstorage(Young et al., 1988).Most microbialcontamination of muscle tissueoccurs after the animal has beenslaughteredthrough two main sources, those derived from the slaughter environmentandorganismsfrom theintestinaltract. Thepredominantorganismson thesurfaceoffreshly prepared carcasses are gram-negativebacteriasuch as Acinetobacter,Aeromonas, Pseudomonas and Moraxella. Enterobacter and Escherichia arealso found. Gram-positive organismsare less abundant but commonly includeBrochothrix, other lactic acid bacteriaandMicrococcaceae.

The wrapping materials for fresh over-wrapped meat are only slightlypermeableto watervapourbut highly permeable to oxygenandcarbondioxide.

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Therefore, conditions for microbial growth are favourable. The predominantorganisms in this caseare the aerobicpsychrotrophs,such as Pseudomonas,Acinetobacter and Psychrobacter spp. Pseudomonads in particular causeaputrid spoilage of the meat. Vacuum packaging and using high oxygenimpermeablefilms caninhibit thegrowth of Pseudomonasbut it doesnot affectthegrowth of Lactobacillusorganisms,which arefacultativeanaerobesandtendto thrive in vacuum-packagedmeats. Lactic acid bacteriahavetwo particularadvantages. Firstly, they developat a slower rate than aerobic gram-negativeflora, resulting in a longershelf life. Secondly, the sour‘off’ odour,which canbe detectedon opening of packs,is far lessoffensivethanputrid odours.

Thereare inconsistenciesin the literaturerelating to the growth of differentbacterialstrains in vacuumpackaged meat. Newton and Rigg (1979) reportedthat these contradictions could be explained if films of different permeabiliti eswere used in eachstudy. High oxygen modified atmosphere packagedmeatspoils aerobically with the spoilage flora being dominatedby Pseudomonas.Their growth rate is only half that attained under non-preservative aerobicconditions. Low oxygen modified atmosphere packaged meat is normallyspoiledby lactic acidbacteriaif theatmosphereusedis 100%CO2. Thegrowthrateof the lactic acidbacteria is nearly halveddueto thebacteriostatic effectofCO2, resulting in a longer shelf life than obtained for equivalent vacuumpackagedproducts.

Many factorsinfluencethenatureof themicroflora thatdevelopin processedmeatproductsduring chill storage.Themainfactorsarenitrite concentration,saltconcentration(which affectstheaw), presenceof oxygenandpermeabilityof thepackagingfilm. Theoverall pH of theproductmayalsoplay a part (ZeuthenandMead,1996).Themostfrequentlyobservedtypesof bacterialspoilagein vacuumpacked,sliced,cooked,curedmeatsareasweet/sourodourcausedby lactobacilli,leuconostocsand streptococci(Mol et al., 1971); a cheesy odour caused byBrochothrix thermosphacta (Egan et al., 1980); a sulphide odour causedbyEnterobacteriaceae and greening caused by hydrogen peroxide producinglactobacilli. Boeremaet al. (1993) reported that the advantage of shelf-lifeextension afforded fresh meats by carbon dioxide controlled atmospherepackaging,over that attainablein vacuumpackaging,doesnot apply for slicedcookedham. The presenceof yeastsand moulds can be a problem for someprocessedmeat products,especiallyon dry meat surfaces. The most commonspeciesof yeastsencounteredon meatproductsare Candidaand Rhodotorula.The presenceof mould growth on packagedmeat is usually an indication of adefectivepackagingsystem.Yeastscancausespoilagewhencounts areaslow as105/g meat,whereas,bacterialspoilagedoesnot usually occurbelowpopulationsof 107/g–108/g meat.McDanieletal. (1984)reportedthatvacuumpackedcookedbeefsteakswereorganoleptically acceptableafter 21 daysstorageat 4ºC,whilemodifiedatmospherepackagedsteakswerenot fit for consumptionafter14 daysof storage.Hintlian and Hotchkiss(1987)foundthathighCO2 MAP waseffectivein inhibiting the growth of Pseudomonas fragi, Salmonella typhimurium,StaphylococcusaureusandClostridiumperfringeson cooked, slicedroastbeef.

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20.2.4 Drip lossOne of the main quality attributesof fresh meat is its water-holdingcapacitybecauseit influencesconsumeracceptanceand the final weight of the product(Den Hertog-Meischke,1997). The loss of exudatesfrom muscle tissue isunavoidable.Any systemprolongingtheshelf life of packedchilled meatwill besubjectto accumulationof exudatesor drip. Thedrip is thoughtto originatefromthe spacesbetweenthe fibre bundlesandthe perimysialnetworkand the spacesbetweenthe fibresandtheendomysialnetwork(Offer andCousins,1992).Thesespacesappearduring rigor development.Factors that may affect drip lossesincluderigor temperatureandmembraneintegrity (Honikel, 1988;Honikel et al.1986),preslaughterstress,processingfactors,andpackaging(Payneet al., 1997).Exudatelossesareexacerbatedby cuttingof meatinto smallerportions.Lossesofapproximately5% of the primal cut weight at the packingplant canbe expected.The amountof drip in cut meat is also largely dependenton samplethickness,surfaceto volumeratio,orientationof cut surfacewith respectto musclefibre axisandprevalenceof largeblood vessels(Farouket al., 1990).

Taylor et al. (1990) found that drip losses were lower for vacuum skinpackaged samples than modified atmosphere packaged samples. Payneet al.(1998) investigateddrip loss in beef under conventional vacuum packagingsystems and non-vacuumpackaging systems and found that drip loss can bereduced by using a packagingsystemthat avoids applying a vacuum. Theaccumulation of juice from processedmeat products is alsoa causefor concernin vacuumpacks.Vacuum skin packsagainhavethe advantageover vacuumpacksfor processed meats in that thereis no excess of film aroundthe product,leaving virtually no space for product juice to collect (Mondry, 1996).Condensation of moisture on the surfaceof the meatand the package may bepreventedby carrying out packaging operationsin anenvironmenthaving a dewpoint temperature below the subject temperature (Rizvi, 1981). Antifogproperties in fresh meatpackagingfilm are provided by lowering the surfacetension of the film through incorporating a wetting agent into the filmformulation or by coating the surfacewith a wetting agent.

20.3 Vacuum packaging

Todaythemostwidely usedmethodemployed to extendthestoragelife of freshmeat is vacuumpackaging (Bell andGarout, 1994).In theUSA, 97%of all beefis estimated to have been fabricated and transported as a vacuumpackagedproduct (Humphreys, 1996). Vacuum packaging extendsthe storagelife ofchilled meatsby maintaining an oxygendeficient environmentwithin the pack.The air within the packagemust be evacuated effectively to nominal anoxiclevels (lessthan500ppm)to preventirreversible browning dueto low levelsofresidual oxygen.The exclusion of oxygen from the meat surfaceas soon aspossible after the breaking of the carcassinto primals preserves the meat’spotential to reoxygenatefollowing retail packdisplay.

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The conceptof ‘boxed beef’ wasdevelopedby French Scientistsasearly as1932, to prolong the shelf-life of frozen meatstoredas milit ary provisions. Itwasnot until 1966,however, thatbeefwascentrally processedanddistributedinthis form. Todaydifferentpackaging materials areusedbut theconcept remainsthe same.The carcassesaredivided into parts,deboned and trimmed, vacuumpacked in heavy plastic bags, placed in corrugated paperboard boxes andshipped to retailers. Boxed beef is a preferred method of packaging bydistributors andretailers becauseweight lossanddrying canbe prevented,it ishygienic, meat colour and quality are maintained as films of low O2

permeability are used,operationscan be centralised, rational distribution ispossible andthereis easeof inventorycontrol (Tomioka, 1990).

The preservativeeffect of vacuumpackagingis achievedby maintaining anoxygendepletedatmospheresincepotentspoilagebacteriaareinhibitedin normalpHmeatunderoptimumvacuumpackagedconditions(Gill, 1991).Themicroenviron-mentwithin thepackwill determinethetypeof microflorawhich develops (Devoreand Solberg, 1974). When meat is first vacuum packagedany residual oxygenremainingin thepackis consumedby meatandmusclepigments(HoodandMead,1993)andCO2 is producedasthe endproductof tissueandmicrobial respiration.Underagoodvacuumthepackageheadspaceconsistsof < 1%O2 and10–20%CO2

(Lambertet al., 1991).This typeof packageseverelyrestrictsthegrowthof aerobicmicroorganismssuch asPseudomonasandfavoursfacultativeanaerobic organismssuch as Lactobacillus (desirable)and Brochothrix thermosphacta(undesirable).Theseareslowgrowing bacteria,theycauselessoffensivetypesof spoilageathigherbacterialnumbersthanotheraerobicorganismsandwill eventuallycausespoilagebutonlyaftermanyweeksof storage(Muller, 1990).Underaerobicconditionsthegrowthof Brochothrixthermosphactaat chill temperaturesis inhibited at pH valuesbelow5.8.However,thegrowth of thisorganismis oftenassociatedwith theearlyspoilageof vacuumpackagedhigh pH meat.

If vacuumpackaging procedures are followed correctly, the storagelife ofmeatcanbe extended(Muller, 1990).Caremust be takento ensurethe initialbacterialload hasbeenkept as low aspossible by adherenceto good hygieneprocedures. The temperature must be maintained as near as 0ºC as possible(Brody, 1989). High pH andDFD meat mustalso be avoidedasearly spoilagemay occur (Humphreys, 1996). The success of packaging is thought also todependlargelyuponthedegreeof vacuumisation achieved. High vacuumlevelsresultin themostdesirable musclecolourandfat appearance.Vacuumpackagedmeatof normal pH (< 5.8) can be storedfor 12 (Eustace, 1989) to 14 weeks(Hood andMead, 1993)at 0ºC.

Vacuum packaging is a simple easily controlled processwith any failureclearly identified by visibleair pocketsremaining in thepack.Thereis increasedhygieneandsimplified handlingduringdistribution andstorageaswell asmoreefficient use of refrigerated storage. There is more efficient processcontrolthroughthe useof flow line techniqueswith subsequentincreased productivity.Thereis also a significant reduction in skilled labour and wasteat retail levelassociated with vacuumpackaging (Humphreys,1996).

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However, vacuumpackaging is consideredunsuitablefor redmeatsfor retaildisplay purposessincetheoxygendepletedatmospherecauses themeat in thesepackages to be the purplish colour of deoxymyoglobin and therefore notacceptableto consumers (Gill, 1991).Semanet al. (1988)observedthatvacuumpackagedmeathadgreater colour stability thanmeatstoredin carbon dioxide.Pork chopsstoredin vacuumwerealso more desirable in appearanceandhadmore acceptablecolour thanaerobically storedchops(Doherty andAllen, 1998;Doherty etal., 1996). Therangeof productsto whichstraightvacuumpackagingcan be appliedis limit ed however; vacuumpackagingis ineffective for wholecarcassesor cuts of shapes which prevent the packaging film being closelyapplied to all surfaces(Gill, 1996).

Theformationof drip in meatpackagingis unsightly,andrepresentsaportionof theproductthat theconsumercannotuse.Many studiesreported thatvacuumpackagedmeatproducedhigher levels of drip thanmeatpackagedin modifiedatmospheres (Doherty et al., 1996, Schulter et al., 1994, O’Keefe and Hood,1982).However, a very low level of drip is observedwhen meatis shrink-wrapvacuumpackaged.This lower drip losscouldbedueto thefact that thereis lessspacefor drip to form, or dueto softerpackaging or a combination both (Payneet al., 1998).Vacuumpackaging is consideredunsuitablefor meatproducts thataresensitive to pressure,for example very thin slicesof hamthat whenpackedundervacuumarediffi cult to separate without damage.Theintroduction of CO2

or N2 flush at this stagecould prevent slice adhesionandprovide bettercolourretention dueto the removalof residual O2.

Vacuumpackagesfor meatareformedin four basic ways.Thefirst methodisthrough heat shrinking a flexible packagingmaterial around the primal cuts(Zagory, 1997).Shrink bagsaresupplied pre-madewith asealprovidedat eitherendandalong thesides.Whentheyarebriefly exposed to heat,abuilt in tension,called ‘locked in tension’ is released and they shrink in both directions. Thisprocess increases film thickness, improving mechanicalresistance and oxygenbarrier properties. The level of drip is alsoreducedandhandlingof the productis improved. Most of theseshrink bagsare made from multi-ply formulationsbasedon polyolefin resins,with eitherpolyvinylidenechloride(PVDC) or ethylvinyl alcohol (EVOH) asthe gasbarrier component(Humphreys, 1996).

The second methodis by using a preformedplastic bag, also known as apouch,in anevacuationchamber(Zagory, 1997).Thebasicpouchstructureusespolyamide (PA) asthe outer layer which providesbarrierandphysicalstrengthproperties with an inner core and sealing layer of polyethylene(PE) or li nearlow density polyethylene (LLDPE). Thesematerials cannotbe shrunk whichmay give rise to the accumulation of drip in the creasesandfolds (Humphreys,1996).

The third methodis the useof thermoforming traysin line from a baseweb(Zagory, 1997).After theproduct hasbeenplacedinto thenewly-formed tray, asecond film web,coming from a secondreel of film is placedon the top of thetray. The resulting pack is evacuatedin this caseandthe top andbottom filmsaresealedin themachine’svacuum-sealingstation. After cuttingthesealedweb

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acrossand longitudinally, finished single packs leave the machine (Mondry,1996).

The final methodis throughvacuumskin packaging, in which the productactsasa forming mould (Zagory, 1997).In vacuumskin packaging the meat isplacedin a rigid pre-formedtrayor on theflat surfaceof a flexible basematerial.The top web is first softened by heatand air is evacuated.The top web thenforms closely around the product, shrinking as it does, and forms a sealeverywhere it comesinto contact with the base(Humphreys,1996).

A numberof packaging systems exist for processed meatsalso. Vacuumpackaging is usedfor thickly slicedmeats andwholepiecesof processed meats.Vacuumpackagingwith a steamshrinkoperation canalsobeused.This methodremovesloose film and wrinkles are reduced. The product must be able towithstand the heattreatment during shrinking. Vacuum packsfrom rigid traysare used for stackedslices of processedmeat. The shapeof the product isdesignedto fit tightly to the package dimensions. Modified atmospherepacksfrom flexible film are usedfor salamis,bulk packsof sliced meatsand bulkpacksof frankfurter sausages.Thesebulk packsare deliveredto supermarketswherethey areopenedin the preparation areabeforedisplaying the productforsaleasa freshproduct. Modified atmospherepacksin rigid film or traysareusedfor thinly sliced productsand for products which can damage the film whenpacked under vacuum. The gas or gas mixture in these packs is very muchdependenton thetypeof product, theway in which theproduct is consumedandthe type of film used.Skin packsareusedfor high quality expensive products.The film is softenedbefore being skin-drapedonto the product and thereforedoes not damage it. Difficu lt opening procedures and the high cost of thepackage are the main disadvantages of this system (Mondry, 1996).

Thesousvidemethodof food preparationwasdevelopedin themid-1970sinFrance (Creed, 1998)andhasfoundwidespreadacceptancethere.Acceptanceofthis processing methodhas beenslower in the United Statesand most otherEuropeancountriesbutcontinuesto grow, particularly in thefoodservicesector.Sousvide involves vacuumpackagingof foods,usually in multilayer laminateplastic pouches,cooking the vacuumpackaged product in a water bath, moiststeamor pressurecooker,cooling rapidly in cold waterandthenstoring underrefrigeration (Zagory, 1997).It hasbeenwidely claimedthat sousvide food issensorially andnutritionally superiorto thatproducedusingcook-chill methods.Firstly, the low oxygentensioninsidethepackinhibits bothchemical oxidationandmicrobial activity. Secondly, the packagingpreventsevaporative lossesofwaterandflavour volatiles during heattreatment (Church, 1998).The majorityof studies undertaken on the microbiological safety of sous vide productsconcern Clostridium botulinum. The public health risk posedby sousvide isexacerbated by its anaerobic nature which inhibits both chemical oxidation andaerobic spoilage organisms which usually provide the sensory indication ofspoilage prior to it becoming unfit for consumption. Thus,a potential risk existsfor sousvide products to be palatableyet microbiologically unsafe(Conneretal., 1989).However, thereis little evidenceto dateto indicatea significant risk

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except in cases of extreme product abuseresulting from either a lack ofuniformity of heattreatment or temperature/time abuseduring chilled storage.

Canning is alsoa form of vacuumpackaging which is oftenaccompaniedbythermal processing.Vacuumin the cansmay be obtained by filling completelywith theproduct at a high temperatureusing atmospheric pressure.Thevacuummayalsobeobtainedby machine vacuum,by ‘steam-vac’ closureor by thermalexhausting. The major reasonfor canning meatis to providesafeproductsthathave desirable flavour, texture and appearance. Successful production ofcommercial ly steri le canned meat products requires that al l viablemicroorganisms be either destroyed or rendereddormant. The processmustalso inactivateraw material enzymesystems.Commercially sterilecannedmeatproducts generally reach an internal temperature of at least 107ºC, but thistemperaturemay be aslow as101ºC,depending on the salt andnitrite content.Somemeat productsmerchandisedin cansreceiveonly a pasteurisationprocessand are referred to as ‘perishable’, which means that they must be keptrefrigerated. (PearsonandGillett, 1996).Five principal typesof cansareusedinthemeatindustry; squareandpullmanbase,pearshaped, roundsanitary,drawnaluminium, andoblong. The cansusedaregenerally tin or chrome platedlowcarbon steelor aluminium.Themost recent developmentin this areahasbeeninthe replacement of suchmaterials with PET-aluminium basedlaminates.Theresulting product hasan improved flavour, greaternutritional valueandenergycosts are reduced. There are a wide range of meat-based cannedproductsavailable on the supermarketshelves.The consumer is probablymost familiarwith beef stew,chilli con carne, meat balls in gravy, canned hams,spamandtongue and luncheonmeat(PearsonandGillett, 1996).

20.4 Modified atmospherepackaging

Modified atmospherepackaging (MAP) is theenclosureof foodproducts in highgas-barrier materials in which the gaseous environmenthas beenchanged toslow respiration rates, reduce microbiological growth and retard enzymaticspoilagewith theintentof extendingshelf-life (Younget al., 1988).Distributiondistance is now probably the main factor determining the form of packagingusedfor freshmeats. As discussedpreviously, the central preparation of retailpacks is now commonplace within the trading sector. These central cuttingsystemscanbe operated with product in conventional over-wrappedtrays,butonly if times areshortbetween meatcutting anddisplay. For wider tradingofretail-readymeat,a modified atmospheremust beusedto extendthestoragelifeof the product (Young et al., 1988). The advantagesand disadvantages ofmodified atmospheres areshownin Table20.1.

MAP systems mostfrequently usemixturesof CO2, O2 and/or N2, in whicheachgashasa specific role to play in extending the shelf-life andmaintainingthe appearanceof packaged meat (Young et al., 1988).Over a hundredyearsago,a patent wasgrantedfor applying a gasmixtureof CO2 andCO for storage

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of meat.In the1970s,MAP wasintroducedfor retail meat in FranceandtheUK.Themarketshare of MAP in Western Europeancountriesasa percentageof thetotal retail meatmarket is 10–40%(SorheimandNissen, 2000).However, thismethodof meatpackagingis not aspopular in the USA. The demandfor meatpackaging in theUSA is led by meatpackingcompaniesratherthanby retailers.In addition, the distribution chain is neitherasquick or ascontrolled asit is inEurope, anddistancesfrom processorto marketaregreater (Taylor, 1996).

20.4.1 Gasesusedin fresh and processedmeat packagingThe mostcommonly usedgasesfor the packagingof meatareCO2, N2 andO2

althoughother gasesincluding CO, nitrous oxide, argon,sulphur dioxide andozonehave beentried to a limit ed extent (Church,1994). The EU classifiespackaging gasesas additivesand hasgiven eachof them an E-number. Alsoaccording to EU legislation, foodspackagedin modified atmospheresmustbelabelledwith a phraselike ‘Packagedin a protective atmosphere’ (Sorheim andNissen, 2000).Gasesfor the packaging of meatare seldomusedalonebut inmixtures,which vary according to the application (Sorheim et al., 1997).

OxygenOneof themajor functionsof oxygenis to maintain theredpigment, myoglobinin theoxymyoglobinstatethat is responsiblefor thebright redcolour associatedwith freshness. Oxygen pressurelevels over 240mm are thought to greatlyincrease and extend the fresh appearance of meats(Seideman and Durland,1984).Removal of oxygenis particularly important for processed muscle foodsheld in modified atmospheresystems. In most cases,deterioration of meatsiscausedby oxidationof meat componentsor spoilageby aerobic microorganisms,both of which areacceleratedin the presenceof oxygen.The level of residualoxygenin processedmeat modified atmospherepacksis therefore an importantfactorto consider. It maybeattributedto anumberof factors,suchastheoxygenpermeability of the packaging material, the ability of the food to trap air, poorsealing of the packwhich may causeair to leak in, or inappropriate evacuationand/orgasflushingprocedures(Smithetal., 1986).Smiddyetal. (2001)reportedthat measurement of residual oxygen in packs in conjunction with oxygen

Table 20.1 Advantagesanddisadvantagesof modified atmospherepackaging(Wolfe,1980)

Advantages Disadvantages

Extendedtransit time Visible addedcostHigher quality maintenance Variableproductrequirements

Active inhibition of bacteriaandmoulds Not universallyeffectiveReducedeconomicloss Colour changeswith red meats

AtmospheremaintenanceTemperatureregulation

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permeability of the packaging materials may provide a better insight intoapplicability of these materials assuitableprotectorsof food during storage.

Carbon dioxideCarbon dioxide is a known inhibitor of microbial growth including meat-bornemicroorganismsandthesepreservative propertieswerereported asearlyas1882(Finne,1982). Gram-negativespoilage flora of refrigeratedmeat areespeciallysensitive to CO2 while lactic acid bacteria are lessaffected (EnforsandMolin,1984). The inhibitory effectsof CO2 havebeenattributed to alteration of thebacterial cells permeability, pH changes and enzymatic inhibition (King andNagel, 1967). Thereappearsto be an increase in the lag phaseandgenerationtime, which delaystheoverall increaseof bacterialpopulations. Factorssuchasinitial bacterial load, time of application, storage temperature and gasconcentrationwill affect the desiredendresult.

Gill andTan (1980)demonstratedthat the level of CO2 that gavemaximuminhibition for the commonspoilage organismswasapproximately 200mm Hg,equivalent to 26% CO2 in air. That is, for most of the organismsusedin theirstudy, 26%CO2 gavethesameinhibition ashigherlevelsof CO2. Theinhibitoryefficiencyof CO2 is increasedat lower temperatures.This is thought to bedue tothe fact that the solubility of gasesis much higher at lower temperatures;theCO2 concentration in the medium will increase asthe temperature is lowered.

A packaging system usingan atmosphereof carbondioxide alone is now incommercialusefor chilledredmeatsthataretransportedto distantmarkets(GillandHarrison,1989).The first practical useof modified atmospherescontainingelevatedlevels of carbon dioxideasa preservative in thehandling of freshmeatwasin theshipment of wholebeefcarcassesfrom AustraliaandNew ZealandtoGreatBritain in the 1930s(Silliker andWolfe, 1980).

Carbondioxide reactswith water to form carbonic acid and can actuallydissolve in freshmeatandalso in the fat. As the gasdissolves in the wateroffresh meat, the quantity of gas within the package diminishesand a partialvacuumis generated. This may bring about the collapse of the pack (Hirsch,1991). Bruce et al. (1992) reported fissures in beef stored in 100% carbondioxide controlled atmospheres,which they attributed to evolution of absorbedcarbon dioxidefrom themeatduring cooking.It is thought thata carbon dioxidelevel of 5 l/kg wasusedin this study while the optimum level to useto extendchilledstoragelife of redmeats andpork is 1–2l/kg (Gill andPenny,1988)and2l/kg respectively (Jeremiah et al., 1996). Sorheimet al. (1996) were of theopinion that increasing atmospheric pressuresconcentrations of CO2 had anegative effect on the ability of meat to hold water.Ledward (1970) reportedthat more than30% CO2 in red meataccelerateddiscolouration.

Experiencehas shown that as far as processed meats are concerned,about95% of applicationscanbe coveredby a standard mixture of 70% N2 and30%CO2. For boiled and cookedmeatproducts the main dangercomesfrom CO2

dissolving in theproduct juice. Too much CO2 will changetheproduct’s aromaandcausesthe packto collapse. Too little CO2 will meanthat after a few days,

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no CO2 will remain in the package. Close monitoring of the gas mixturecomposition is required. Pre-friedproducts arepacked at higher levels of CO2

(up to 50%). Thesepackagesaregenerally made from rigid film, ascollapsedpacksarea commonfeature dueto dissolution of CO2 (Mondry, 1996).

NitrogenNitrogen is an inert gasand is abundantly availableat relatively low cost,hasneithercolour nor odour and is chemically unreactive (Hirsch,1991). It hasalow solubility in bothwaterandfat. In modified atmospheresnitrogen is usedtodisplace oxygenin order to delayaerobic spoilageandoxidativedeterioration.Another role of nitrogenis to act asa filler gasso as to preventpackcollapse(Day, 1992).

CarbonmonoxideThe positive effect of carbon monoxide (CO) on meatcolour was known andpatented over 100 yearsago (Church, 1994) but as yet CO hasbeenappliedcommercially only to a limit edextent in theMAP of meat. TheNorwegianmeatindustry hasbeenusing a gasmixture of 60–70%CO2, 30–40%N2 and 0.3–0.4%CO for the packaging of beef,pork andlamb.Basedon the literature,thepresenceof 0.4–1.0%CO in modified atmospheresusedfor the packagingofmeat seemssufficient to producea stable cherry red colour (Sorheimet al.,1997).However, theundesirable pink colour,which sometimesarisesin cookedwhite meat, can sometimesbe linked to exposure to CO also. Sorheimet al.(2001)reported thatpersistentrednessin cookedbeefburgers wasinfluencedbyCO. The burgers,containing carboxymyoglobin, were cookedto an end pointtemperature of more than 80ºC while still having tracesof pink colour anduncooked appearance.However carbon monoxide is a toxic gasandthereforeitsusefor food packaging is not allowed in mostcountries. It is not approved formeat packaging in the US or in the EU (Luno et al., 1998). Very littleinformation exists in the li terature on the exposure to CO following theconsumption of meat that has beentreated with CO gas but it is consideredhighly improbable that CO exposure from meat packaged in an atmospherecontaining up to 0.5% will represent a toxic threat to consumers through theformation of carboxyhaemoglobin (COHb) (Sorheim et al. 1997).

The safetyof workers who come in contactwith carbonmonoxide in meatpackaging factories is also a cause for concern. If pure CO or highconcentrationsof CO were usedfor mixing of gasesin the plant, they wouldposeaclear risk. Thepracticeof Norwegiangassuppliersis eitherto deliverCOasa 1% CO/99% N2 mixtureandthenblendthis mixture with CO2 on site,or asa complete0.3%CO/70%CO2/30%N2 mixture.This practiceis recognised byNorwegian healthauthorities to be safe(Sorheimet al., 2001).

In a studycarried out by Luno et al. (2000)it wasshown thatanatmospherecontaining 50%CO2 and0.50–0.75% CO in thepresenceof a low concentrationof O2 (24%) is able to extendthe shelf life of freshbeef steaksby 5–10 dayswhencomparedwith thestoragelife in anatmosphereof 70%O2, 20%CO2 and

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10%N2. Thepresenceof CO and50%CO2 extendsproduct shelf-life by inhibi-tion of spoilage bacteriagrowth, delayedmetmyoglobin formation, stabilisationof redcolourmeasuredby instrumental andsensory techniques,maintenanceoffresh meat odourandslowing down of oxidative reactions(Luno et al. 2000).Jayasingh et al. (2001) recommended the pretreatmentof beef steakswith 5%CO for 24 hoursto ensure a high colour stability beforecontinuing storageinanaerobic conditions. It is thought that the colour of cookedmeatproducts canalso benefit from exposure to CO, as1% CO in a N2 atmospherestabilised thecolour of bologna(Aasgaard,1993).The reasonfor the colour improvementisunknown but CO may bind to partly undenaturedmylglobin.

Sulphur dioxide and argonSulphur dioxide is very chemically reactive in aqueous solution and formssulphite compounds, which are inhibitory to bacteria in acid conditions(pH< 4). It hasfoundusein thecontrol of microbial growth in someprocessedmeat products, such as sausages. Some people display hypersensitivity tosulphite compoundsin foods and their usehascomeunderscrutiny in recentyears.

Argon is a noble gasand is not known to haveany chemical or biologicalactivity. However, it is reported to havesome antimicrobial effects. Argon ispresent in theatmosphere(0.90%)andis therefore relatively abundant (Zagory,1997).

20.4.2 Modified atmosphereequipmentA variety of machinesarenow available, usingmixturesof between 60–80%O2

and 40–20% CO2 for prolonging the useful retail life of fresh meat toapproximately a week. The most common of these is the thermoformingmachinewhich producestraysfrom a bottomwebof plastic, flushesthemwith agasmixtureandthensealsthemwith a top webof film. Theuseof modifiedgasatmospheres for thebulk gasflushprocesswasdevelopedin themid-1970s.Thebasic bulk gaspacking techniqueemploystheuseof a preformedpouchor rigidtray along with a high barrier flexible lidding material. Air surrounding theproduct insidethepackageis removedandreplaced with a specificgasmixture.The modified atmospheregasmixes usedfor bulk gaspacking,aswell as theperformance requirements of the package, differ greatly from those forconsumer retail packs. Oxygen is not normally used in bulk modif iedatmospherepacking,sinceextension of caselife of most products depends onthe absenceof oxygenThe most commongasmixtures selectedfor differentmeat productsfor bulk gasflushing canbe seenin Table20.2.

Thermoformingmachineshavebeendesignedfor gasflushingof retail sizedpacksbut canalsobe usedfor bulk packingby removing thesmaller die inserts.Packsof up to 5kg canbe produced at high speeds but they canbe difficul t tohandle and tend to be expensive. Snorkel-type machines are specificallydesignedfor bulk gaspackingof meatandarenowthemostwidely used.Theair

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is evacuatedfrom preformedpouches andreplaced with gasthroughretractablesnorkels,which areinsertedinto themouthsof thepouchesuntil just beforeheatsealing (Down, 1996).

Modified atmosphere trays are designed to minimise contact with theundersideof themeatandalsobedeepenoughto avoid contactwith thelid. Theexcessive size of the tray can add considerably to the packaging costs. Traydepthcanbeconsiderably reducedby vacuumskin-packing themeat to thebaseof thetray using anO2 permeable plastic.Thespaceabovetheskin-packedmeatis flushedwith a modifiedatmosphere,beforebeing sealedwith a barrierplasticlid. The meat is fixed to the baseof the tray and, therefore, there is lesslikelihood of accidentalcontact with the lid or tray sides(Taylor, 1996).

20.4.3 The effectivenessof MAP on fresh and processedmeatsThe composition of the atmosphere within a modified atmosphere packagedeterminesto a largedegree theextentandtypeof spoilage thatdevelopsduringstorage. Reportsdiffer concerning theoptimumgasmixturerequiredto maintainsatisfactory meat colour and to extend the microbiological shelf life of theproduct. The most commonly usedgasmixture for fresh red meat is high O2,which hasa minimum of 60–70%O2 and30–40%CO2. Packaging in high O2

extendsthe time for occurrenceof microbiological spoilage anddiscolourationof meat (Sorheim and Nissen, 2000). Gill (1991) stated that modifiedatmospherescontaining high oxygenconcentrationsessentially doublethe timeto spoilage(storagelife) andimprovecolour stability. Accordingto Younget al.(1988), oxygen partial pressures over 240mm greatly enhanceand extendretentionof the freshappearanceof meat.Low O2 MAP is sometimesusedforbulk packaging product;the inhibitory effects of CO2 areexploitedwithout anyparticular regard for the preservation of meatcolour (Gill, 1995).

ShayandEgan(1990)foundthat the increase in displaylife of retail cutsbymodified atmosphere storagedecreased as the time of storagein the vacuumpack increased. However, they concludedthat modified atmospherestorageof

Table 20.2 Typical MAP combinationsshowingbulk storagelife (Down, 1996)

Bulk MAP Packaging Gasmix Temp Lifeproduct (ºC) (max. days)

Whole chicken 5L PA/PE 100%CO2 ÿ2 to 0 20–25Whole turkey 5L PA/PE 100%CO2 0 to 2 14–20

Poultry portions 5LPA/PE 100%CO2 ÿ2 to 0 10–14Pork primals 5LPA/PE 40%CO2/60%N2 0 to 2 10–14Pork primals PA/EVOH/PE 100%CO2 0 to 2 20–25Beef primals PA/EVOH/PE 80%CO2/20%N2 ÿ2 to 0 42Lamb primals PA/EVOH/PE 80%CO2/20%N2 0 to 2 21Curedmeats PA/EVOH/PE 80%CO2/20%N2 0 to 2 21

Wholesalmon/trout 5L PA/PE 80%CO2/20%N2 0 to 2 14–20

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beefandlamb in a mixture of 80%O2 and20%CO2 cangive up to a threefoldextensionof retail display life. Gill andJones(1996) reportedthat pork chopsstored in 67% oxygen and 33% carbondioxide for up to 12 days remainedacceptablein appearanceduring48hoursof display.Marriott et al. (1977)foundthatatmospherescontaining60%carbondioxide,25%oxygenand15%nitrogenimproved the overall retail appearanceand desirability of beef cuts. However,Okayamaet al. (1987)showed that beef steaks,storedin 20% carbondioxideand80% oxygenfor 13 daysat 4ºC underwent a changein surfacepH.

Most chilled poultry products are sold pre-wrappedin O2 permeable film,which preventsmoisture lossandthe spreadof contaminating micooorganisms.Relatively little useis madeof MAPdueto highcostandthelack of anymarkedadvantage in preservation. However, where O2 impermeablefilms are used,mainly for turkeyandduck,thereareclearbenefitsin extendingshelf-life (Hoodand Mead, 1993). There have also been reports that high CO2 atmospherepackaging of poultry extendsthestoragelife up to threetimes thatof storageinair (Bakeret al., 1985).

Zeuthen and Mead (1996) suggested that 50% of the shelf life of modifiedatmosphere meats could be attributed to effective chilling (+2ºC duringprocessing, storageand display), 33% to high standardof hygiene duringprocessingwhile the remaining 17%is affectedby thequality of material used.Temperature is probably the most important single environmental factorinfluencingthe growth of bacteriaon MAP meat (Lambert et al., 1991).

The optimum storagetemperaturefor chilled meat is the minimum that canbe maintained indefinitely without overt freezing of the product. Gill (1991)statedthat theoptimum temperaturefor packagedmeatisÿ1:5� 0:5ºC. Evenasmall increase aboveoptimum temperature will lead to large lossesof meatstoragelife, irrespective of the packaging used.At temperaturesof 0, 2 or 5ºC,thestoragelife is about70,50,or 30%, respectively, of thestoragelife obtainedat theoptimum temperature(Gill, 1991). Theimportanceof storagetemperaturewasfurther emphasisedby SorheimandNissen (2000)who reportedthat whenMAP meatis storedat 8ºC, Salmonella spp.andEscherichia coli, may poseahealth risk to the consumer. Thesepathogenscan tolerate high carbon dioxideconcentrationsandthereforestrict temperaturecontrol is required. Temperatureis also important for maintaining the colour of meat. High temperaturesareknown to decreasecolour stability. At temperaturesabove3ºC, myoglobin ismore readily oxidisedto metmyoglobin (FaustmanandCassens, 1990).At lowtemperatures,oxygendiffusion into themeatis greaterandsoa deeper layerofoxymyoglobin is formed (Winstanley, 1979). O’Keeffe and Hood (1982)suggested that the rate of discolouration of beef is temperaturedependent andunderaerobicconditions,therateof discolouration is two to five timeshigherat10ºCthanat 0ºC.

Under aerobic conditions, the dominant spoilageorganisms are the strictlyaerobic Pseudomonads. Glucose is abundantin mostmuscle tissuewhich allowsPseudomonads to grow to numbers of about 108/cm2 before the glucosebecomes growth limit ing. The bacteria then attack amino acids as sources of

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growth substrates.While the bacteriaareconsuming glucose,no offensive by-products are producedbut when they commenceutilising the amino acids asfood sources,a variety of by-products are produced which are detectedorganoleptically as putrid odours and flavours (Gill, 1996). High oxygenatmospheresin conjunction with CO2 inhibits growth of Pseudomonadsandallows theslowergrowing organisms,like lactic acid bacteriato dominate. Thecreation of conditions where lactic acid bacteria predominate are preferredbecauseunlikePseudomonads, lactobacilli donotprecipitatespoilagewhentheyare increasing in numbers(Gill, 1991).

Ahmad and Marchello (1989) reported that a gasmixture of 10% CO2:5%O2:85% N2 was the most effective modified atmosphere in reducingpsychotrophic growth on beef steaks.Buys et al. (1994) found that highermeanpseudomonadcounts were recordedfor 25% CO2:50% N2:25% O2 and80%O2:20%CO2 bulk packagedsamples thanfor 100%CO2 and75%CO2:25%N2 gasmixtures,respectively.

Cookedmeatspacked undermodified atmospheres, containing CO2 as theantimicrobial component,are more prevalent than ever in the supermarket(Devlieghereet al., 1999).However, thereareconflicting reportspublished onthe shelf-life extending effect of modified atmospheresfor cookedproducts.Reportedgascompositionsof modified atmospherepackaged processedmeatproducts areshownin Table20.3. The widespreaduseof modified atmospherepackaging for cured meat productshas generated problems regardingcolourstability of curedmeatproducts storedunderilluminationduring retail display.Light exposure (Andersen et al., 1988) including intensity of light orilluminance,oxygen transmission rate of the packagingmaterial (Yen et al.,1988)andresidual level of oxygen(Moller et al., in press)havebeenfound toaffect thecolour stability of cured meat. Resultsof a study carried out by Molleret al. (in press) concluded that it is important to consider all factorssimultaneously,whenoptimising the colour stability of cured ham.

20.5 Bulk, master or mother packaging

Jeyamkondan et al. (2000) considered master packaging to be the mosteconomical of all centralised packaging techniques. However, it must beintegratedwith strict temperaturecontrol in a narrowrangejust abovefreezing,goodprocessinghygieneandmaintenanceof a completely anoxicatmosphereinthe package headspacethroughoutthe distribution period to maximise storagelife. If properly applied, thestoragelife of retail readymeatcanbeextendedforup to ten weeksin the master package followed by threedaysof retail display.While processed meatsare not master packagedat present, this method ofpackaging may be considered safe and reliable for such products whererequirementsor applicationsmay arise.

It is thought that a ratio of 1:3 in meatto gasvolumeis required to maintainanadequately preservative compositionof theatmospherein a retail pack.Packs

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Table 20.3 Reportedgascompositionsof processedmeatproducts(Church,1993)

Gas(%)

O2 CO2 N2

Bacon,cured < 0.5 CO2/N2 FlushedBacon,sliced – 20–35 65–80Barbecueribs – 20–40 65–80Beef, slicedcooked 10 75 15Chicken,cooked < 0.2 30 70Chickenthighs,breaded,baked – 30 70Chicken,breaded,flash fried – – 100Cookedmeat – 20–25 75–80Cookedmeat – 20–25 70–75Cookedmeat – 20–40 60–80Cookedmeat,sliced – 80 20Cookedmincedmeatproducts – 20 80Cornedbeef < 0.3 60 40Curedmeat – 50 50Curedmeat – 20 80Curedmeat – 40 60Curedmeat,bulk – 35 65Curedmeat,retail – 20 80Frankfurters – – 100Frankfurters – 100 –Ham – 20–35 65–80Ham, Italian, sliced – 20 80Ham, sliced<0.3 60 40Lasagne – 70 30Luncheonmeat – 100 –Meat pie – 50 50Meat pies – 25–50 50–75Pastastuffedwith meat(< 30% moisture) – 50 50Pastastuffedwith meat – 80 20Pizza,dependingon topping – 30–60 40–70Pizza,ham – 60 40Poultry products – 25 75Ravioli – 20 80Roastbeef,sliced,cooked 10 75 15Roastpork, sliced < 0.3 60 40Salami – 20 80Salami – 20–35 65–80Sausage,British fresh(raw, uncured) < 0.5 CO2/N2 FlushedSausage,British fresh(raw, uncured) 50 50 –Sausage,sliced – 20–30 70–80Sausage,smoked – 30 70Sausage,Summer – – 100Sausage,uncured 40 60 –Sausage,Vienna – 20 80Sausagein pastry – 80 20Turkey, cooked < 0.2 30 70Wieners,naturalcasings < 0.4 30 70

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that are oversized for the product they contain increasethe distribution anddisplaycostsperunit andtheyarealsoconsideredunfavourably by thecustomer(Gill and Jones, 1996). Therefore, modified atmosphere display packs incommercial useare often of a size sub-optimal for meat preservation and soconfer only a modestextensionof product storagelife (Gill andJones, 1996).Master packaging would alleviate the problems associated with oversizeddisplaypacks. Mincedbeefandbeefsteaksthat aremaster packagedunderN2

and CO2 atmospherescan be stored for three weeks or longer than productfreshly preparedfor displayfrom vacuumpackagedmeatof the sameage(GillandJones,1994a,b). Off-flavour developmentconstituted the limi ting factor inextending thechilled storagelife of display-readypork in controlled atmospheremasterpacks(JeremiahandGibson,1997).

It hasbeenreported that the most successful gasmixture in the pouchformaster packagingis 25% CO2, 50% N2 and25% O2 althoughthe odour scoresindicatedthat this mixturecouldachievea storageperiodof only 14 daysat 0ºCandsubsequentshelf-life of two days.A studywascarriedout that investigatedtheinfluenceon theshelf life of freshpork of differentcentralisedprepackagingtechniques– PVC overwrapping, MAP using 25% CO2 and 75% O2, vacuumskin packagingandbulk gasflushingof themaster packwith 100%CO2. All ofthe packagingsystems were equally efficient for the first four days of retaildisplaybut in theextendedshelf-life study themaster packsystemdemonstratedthe most promising shelf-life resultsand was also judged superior on odourscores(Buys,1996).

20.6 Control led atmosphere packaging and active packagingsystems

Modif ied atmosphere packaging is a packaging system where the packatmosphere is altered initial ly and then allowed to changeover time duringstorage. With controlled atmospherepackaging, the package atmosphere isalterediniti ally and then maintainedduring the life of the package (Jeremiah,2001).Discolourationin controlledatmospherepackagingcanbeprevented onlyby exclusionof essentially all oxygenfrom thepackage,which requires theuseof special evacuation equipment and totally gas impermeable packagingmaterials (Gill, 1991). Gill and Jones(1994a,b) reported that discolourationinducedby any residual oxygen in controlled atmosphere packswill resolveafter 2–4 days.If CO2 is a major or sole componentof the input atmosphere,then the quantity of addedgas must be adjustedto assure that the intendedatmospherepersistsafter dissolution of the gasinto the product(Gill, 1995).

For chilled meat, the most effective technology to date is the high CO2

controlled atmosphere packaging system. This regime limits microbialdeterioration through optimal storagetemperatures (ÿ1.5ºC), high levels ofCO2, low residual oxygen (� 0.05%), and use of a gas impermeable film(Jeremiah et al., 1995).

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Active packagingis an innovative conceptthat can be definedasa type ofpackaging that changesthe condition of the packaging to extend shelf-life orimprove safetyor sensory properties while maintaining the quality of the food.Major active packaging techniquesare concerned with substances that absorboxygen,ethylene, moisture, carbon dioxide, flavours/odours and thosewhichrelease carbon dioxide, antimicrobial agents, antioxidants and flavours(Vermeirenet al., 1999).

Themost prevalent form of active packagingin themeat industry is basedonoxygenscavenging.Themajority of commercialO2 scavengersusedin themeatindustry arebasedon iron powders, which aremixedwith acidsand/or salts andahumectant,to promoteoxidationof theiron. Thehumectantmaybedry or pre-wetted(Gill andMcGinnis, 1995).Oxygenscavengersaregenerally formulatedto reducetheO2 concentrationin a volumeof air that is five timesthe ratedO2

absorbing capacityof the scavenger to < 100ppm within abouta day, but thetime taken to reach thatvaluemayvary from 0.5–4days(Smithet al., 1986).Apotential risk associated with O2 scavengersis accidental ingestion of a largeamount of iron, in spite of the label ‘Do Not Eat’ on the front of the pack. Awelcome alternativeto sachetsis the incorporationof theO2 scavengerinto thepackaging structure itself. Low molecular weight ingredientsmay be dissolvedor dispersedin a plastic or theplastic maybe madefrom a polymericscavenger.Other recent developmentsinclude inserts in the form of flat packets, cardsorsheets uponwhich themeat product maysit, aswell asO2 scavenging adhesivelabels.

Someoxygenscavengersuseanenzymereactor surfacethatreactswith somesubstrate to scavengeincoming O2. Another technique involves sealing of asmall coil of an ethyl cellulose film containinga dissolved photosensitivedyeandsingle O2 acceptorin the headspaceof a transparent package. Illuminationof the film excites dye molecules, which sensitise any O2 moleculesto thesinglet state.Thesemoleculesin turn thenreactwith acceptor moleculesandareconsumed (Rooney, 1995).

In a recent studya naturalantimicrobial agent, grapefruit seedextract,wasincorporated on thefood contactsurfaceof multilayeredpolyethylene(PE) filmby a co-extrusion or solution coating process and applied to minced beef.Results showed that both types of grapefruit seed extract-incorporatedmultilayer PE films contributed to a reductionof the growth ratesof aerobicandcoliform bacteriaonmincedbeefwhencomparedto plainPEfilm (Haetal.,2001).Ouatter et al. (2000)undertook a study to evaluatethefeasibility of usingantimicrobial films, designedto slowly releasebacterialinhibitors, to improvethe preservation of vacuum-packaged processed meats during refrigeratedstorage. Resultsconfirmedthat the lactic acidbacteria,werenot affectedby theantimicrobial films under study but the growth of Enterobacteriaceae wasdelayed or completely inhibited asa result of film application.

Research in biosensortechnology for the detection of pathogensis veryprevalent at present, althoughto date,therehasbeenno commercial success.Belcher (2000)proposed that biosensors will play a big role in the futureof the

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packaging of meatproducts. Biosensorsaredefinedas indicators of biologicalcompoundsthat canbe assimpleastemperaturesensitivepaintsor ascomplexasDNA-RNA probes. Infectiousdosages of pathogenssuchasSalmonella or Ecoli 0157-H7 areaslow astencells anduntil biosensorshaveadetection limit aslow asa singleorganismperml, with rapiddetection andat a low cost,theywillnot be considered viable.Two systems,which havebeenrecentlydevelopedtothe semi-commercial state in North America are the SIRA ‘Food Sentinel’systemand the toxin alert ‘Toxin guard’ system. The SIRA ‘Food Sentinel’systemusesa bar code monitoring system for the detection of specific foodcontaminants. The second system is for manufacturing flexible packagingmaterials that candetectandidentify microbial materials in the package.

Anotherrecentdevelopmentavailable now on themarketis theCryovacLid550P/Barrier FoamTray packaging system.This usesa high barrier polystyrenefoamtray anda multi-ply lidstock thathasa peelableinterfaceandis theactivepart of the process.The product is held at its reduced/deoxymyoglobin statethroughoutdistribution but once it reaches the retail store the barrier film isbroken at the interface and is peeled off. A high oxygen permeable layerremains,which letsoxygeninto thepackageandallows themeat to returnto thered oxymyoglobin state in 15–30 minutes (Belcher, 2000). A new andinnovative product, known as Fresh-R-Pax moistureabsorbing trays, suitablefor freshcut meatsandother high purgeitems(manufacturedby Maxwell ChaseTechnologiesandsupplied by Balitmore Chemicals) is now available. Fresh-R-Pax moisture absorbing technology is marketedin pad, pouchor tray format(Rowan, 2001). Smiddy et al. (2002) had success detectingoxygen levels inpackaged meat products using disposablephosphorescent oxygen sensors,placedin eachpackanda fibre-opticphasedetector.

20.7 Packagingmaterials usedfor meat products

A number of simple criteria must be adheredto when selecting particularpackaging materials for use with meat products. The package is the primarymeans of displaying the contained meat product and providing productinformation and point of sale advertising. The package must also be costeffective relative to the containedfood. The main requirements of any chilledmusclefood packageare listed in Table20.4.

Plasticfilms arethematerials of choicefor themajority of meatproducts. Aplastic film derivesits basicproperties from the monomer unit of the polymerfrom which it is made.Monomerscomposedof carbon andhydrogen producepolymers suchas polyethylene and polypropylene, which are good barriers tomoisturebut relatively permeable to gases.The inclusion of chlorine in themonomerunit greatlyreducesgaspermeability but maymake thepolymerfilmbrittle. This problem can be overcomeby adding small quantities of othermonomers such as acetals and acrylates which upset the regular polymerstructureandmakethefilm moreflexible. Othercompoundsmayalsobeadded

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to polymers to improve their handling on machines or enhanceparticularproperties.Themethodby which thefilm is producedalsoaffects its properties.Most meat packagingfilms arethermoplasticandareextrudedfrom the moltenstage throughdies.They can be stretchedto thinner gauges(thickness)beforecooling andthis may impart the ability to shrinkwhen reheated(Taylor, 1996).

If the properties required of a packaging material cannotbe satisfiedby asingle film, severalfilms with individual desirableproperties may becombinedto give a satisfactory composite.Thesemay be combined by laminating two ormore films together.This is carried out by joining together previously extrudedplastic films either by adhesives or by extruding an adhesion polymer meltbetween the layers. Polymers may be co-extruded together to form a singlematerial by delivering individual molten resins by separate extruders to acombinedroundor flat platedie which maintainstheir separation in discretebutweldedlayers.A compositecanalsobeproducedby coatinga film with anotherpolymer. In this casea layer of molten plastic resinor a dissolved or dispersedpolymer is appliedonto a preformedfilm (Humphreys, 1996).Polyvinylidenechloride and ethyl vinyl alcohol are commonly usedin this way to producematerials with very goodgasandmoisture properties (Taylor, 1996).

The choice of films for packagingmeat is largely determined by theirmoistureandgaspermeabilities. Most of the films usedaremoisturebarriers inorder to avoid weight loss from the meat. Gas permeability is much morevariable and is specific to individual polymers. For retail cuts of fresh meatwhere retention of bright red colour is desired, packageswith high oxygentransmissionratesareused.However, for cutsof meatandprocessedproductswhere extendedstorage life is the main concern, packageswith low gastransmission rates are used(Newton and Rigg, 1979). The moistureand gaspermeabilities of some commonly usedplastic films for meat packagingareshown in Table20.5.

A vacuumpackaging film must havemechanical toughness,a high resistanceto puncture(especially from bone-in meats) andabrasion,gasbarrierproperties(particularly to oxygen) be adequatefor the application, havesuitableopticalpropertiesandtheability to form a sealevenin thepresenceof fat or meat juice

Table 20.4 Functionsof a packagingsystemfor chilled musclefood products

● Containthe product ● Sealintegrity● Be compatiblewith the food ● Preventmicrobial contamination● Non toxic ● Protectfrom taintsandodours● Handledistributionstresses ● Be costeffective● Preventphysicaldamage ● Havesalesappeal● Haveappropriategaspermeability ● Communicateproductinformation● Control moisturelossor gain ● Easily openable● Protectagainstlight wherenecessary ● Be tolerantto storagetemperatures● Possessantifog properties ● Preventdirt contamination● Be tamperevident ● Conformto legal legislation● Conformto environmentallegislation

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andfilm overlap.Thefilms thatbestmeetall theserequirementsarecomposites,which utilise thepropertiesof two or more individualfilm materials to provideagood package (Eustace, 1981), eachproviding their own contribution to thestructure. Most film products currently usedin Australia for vacuumpackagingfreshmeathaveeithernylonor PVDCincluded astheprimarybarrierto oxygen.The individual polymer materials most often usedfor meatvacuumpacksarelisted in Table20.6 with their main contributions to the overall structure.

During manufacture, shrink bags are stretched both longitudionally andtransverselyatacontrolled rateandtemperaturewhichreorganisesthepolymericchainsandretainsabuilt-in tensionasthefilm is chilled.Later,whenthematerialis exposedto heat,this tensionis releasedandthefilm shrinksin bothdirections.Most shrink bagsavailable on the marketusemulti-ply formulationsbasedonpolyolefin resins,with either PVDC or EVOH as the gasbarrier component.Electronic cross-linking is sometimesusedto improvethemechanical resistanceof the basic material (Humphreys, 1996). Pouchescan be producedby co-extrusion, adhesive or extrusion lamination.One of the basicpouchstructuresusesPA astheouterlayer with aninner coreandsealing layerof PEor LLDPE.Thepropertiesof pouches canbe improvedby incorporatingorientedPA whichreducesthesusceptibility of its oxygenbarrier propertiesto moistureor by addingaluminium foil layerswhich canoffer an exceptionally high barrier to oxygen.Heat sealability can be improved by using more expensive EVA or ionomerresins(Humphreys, 1996).For vacuumskin-packaging, thehighly formable topwebsare basedon ionomer resinswith barrier layersof EVOH and the rigidbottomwebs on polyvinyl chloride(PVC), polystyreneor PET.

Table 20.5 Barrier propertiesof plasticmaterialstypically usedin packagingof meat(Roberts,1990)

Material (25 micron thickness) O2 transmissionrate Watervapour(cc.m2.day–1.atm.O2

1) transmissionrate23ºC;dry (g.m–2.day–1)

38ºC;90% RH

EVA (ethyl vinyl acetate) 12,000 110–160LPDE (low densitypolyethylene) 7,100 16–24PC (polycarbonate) 4,300 180PP(polypropylene) 3,000 10PS(polystyrene) 2,500–5,000 110–160HDPE (high densitypolyethylene) 2,100 6–8Nylon 11 (polyamide) 350 60UPVC (unplasticisedpolyvinyl chloride) 120–160 22–35Nylon 6 (polyamide) 80 200PET (polyesterterephthalate) 50–100 20–30Amorphousnylon 40 20Aromatic nylon 2.4 25PVDC extrusion(polyvinylidenechloride) 1.2–9.2 0.8–3.2PVDC emulsion(polyvinylidenechloride) 0.8–3.4 0.3–1.0EVOH (ethyl vinyl alcohol) 0.16–1.6 24–120

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Thermoforming is now the most common methodof modified atmospherepackaging of meatandmeatproducts.Traysareproducedfrom a bottomwebofplastic, evacuatedandthenflushedwith the gasmixture beforethey aresealedwith a top webof film . Thetraysareusuallymadefrom unplasticised polyvinylchloride (UPVC) or PS and the lidding materials from PET/PS combinations,which may also include a PVDC or EVOH componentto improve gasbarrierproperties. Trays are often designedwith patterned basesto dispersethe dripwhich may accumulate on storagebut in most cases extra absorbent padsarealso included. Condensationon the insideof thecontainer lid canbeavoidedbyminimising temperaturefluctuationsin thedisplaycabinetandby incorporatingan anti-fog coatingon the inner surfaceof the lidding material.

Thepropertiesof thematerial from which processed meatpackagesaremadeare also of great importance. Optical properties, barrier properties, neutralbehaviour regarding taste andsmell, resistance to fats andoils, sealability and

Table 20.6 Individual polymer materials, common abbreviation and associatedproperties

Polymermaterials Abbreviations Associatedproperties

Low densitypolyethylene LDPE Sealability,formability, moisturebarrier, low cost

Linear low density LLDPE Sealability,abuseresistance,moisturepolyethylene barrier, formabilityPolypropylene PP Moisturebarrier,thermalresistance,

dimensionalstabilityEthylenevinyl acetate EVOH Sealability,improvedabuseresistancecopolymer over LDPE, clarityPolyesters PET Mechanicalresistance,heatresistance,

mediumO2 barrierEthylenevinyl alcohol EVA High O2 barrier,goodco-extrusion,

processability,clarityPolyamides PA Mechanicalstrength,O2 barrier

(moisturesensitive),formabilityPolyvinylidenechloride PVDC High O2 barrier (moisturestable),

greaseandfat barrierHigh densitypolyethylene HDPE More gasimpermeablethanLDPE,

low cost,strong,reducedclarityPolyvinyl chloride PVC Versatile,shrink properties,sparkling

clear, low costPolystyrene PS Excellentclarity, low cost,readily

themoformedandinjection mouldedIonomer Heatsealability,producefilms of

unusualtoughnessandclarityPolycarbonate PC High clarity, strong,impact

resistance,dimensionalrigidity

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tightness, thickness and machinability must be considered. In most casesmultilayer films are used.The most common materials usedfor packaging ofprocessed meatareshownin Table20.7.

20.8 Future trends

Packaging is a prerequisite today demanding distribution of food productsglobally, nationall y regionally. Product development in meat foods willcontinue, leading to a wider range of products with increasingcomplexity.Salesof ready-mademealsare increasingandready-madeproducts containingmeatputs high demandson creating a suitable packaging environmentwhichwill guarantee quality and maintain or extendshelf-life. Thereis a healthandfitnesstrendsweepingacrossmany countries.Hygienic andecologicaldemandson meat producerswill also increase andthese demandswill affect thechoiceorselectionof materials usedandultimately, the packaging properties obtained.

Researchanddevelopment in the areaof activepackaging systemsfor meatproducts hasreceivedmuchattentionrecentlyandwill continue to do so in thenearfuture.The areasof interestarebio andchemical sensor technologies andanti-microbial agents.Johansson(2001)concludedin a recentreport that foodpackaging, including the total packaging system, is set to undergo majordevelopment changes over the next few years.Theway to facethe challengeis

Table 20.7 Materialsusedfor packagingprocessedmeat(Mondry, 1996)

Packtype Bottom web materials Top film materials(whereapplicable)

Flexible vacuumpack PA/PE,co-extrudedas5layer-films

Flexible MAP pack PA/PE OPA/PEPA/EVOH/PE (O= oriented= prestretched)PA/EVOH/PA/PE PET/PVDC/PEPP/EVOH/PEPE/EVOH/PE

Rigid vacuumpack A-PET (amorphouspolyester) OPA/PEPVC or PVC/PE PET/PVDC/PEPS/EVOH/PE OPA/PE/EVOH/PE

PET/PE/EVOH/PERigid MAP pack PVC OPA/PE

PVC/PEor PVC/EVOH/PE PET/PVDC/PEA-PET OPA/PE/EVOH/PEA-PET/PEor A-PET/EVOH/PE PET/PE/EVOH/PEPS/EVOH/PE

Skin packs PVC/PE SeveralcombinationsofPS/EVOH/PE up to sevenor more layersA-PET but incorporatingEVOHA-PET/PE asgasbarrier

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the development of barrier materials, a packaging systems review and to seepackaging asa meansof reducingenvironmental load in the supplychain.

20.9 References

AASGAARD, J. (1993). Colour stability of packed meat products. Fleisch-wirtschaft, 73, 428.

AHMAD, H.A. and MARCHELLO, J.A. (1989). Effect of gasatmospherepackagingon psychotrophic growth and succession on steaksurfaces. J. Food Sci.,54, 274.

ANDERSEN,H.J., BERTELSEN, G., OHLEN, A. and SKIBSTED, L.H. (1990). ModifiedPackaging as protection against photodegradation of the colour ofpasteurised,slicedham. Meat Sci., 22, 283.

ANDERSEN,H.J., BERTELSEN, G., BOEGH-SOERENSEN,L., SHEK, C.K. and SKIBSTED,

L.H. (1988).Effect of light andpackagingconditionson thecolour stabilityof slicedham.Meat Sci., 22, 283.

BAKER, R.C., HOTCHKISS,J.H. andQURESHI,R.A. (1985).Elevated carbon dioxideatmospheresfor packagingpoultry I. Effects on ground chicken. Poult.Sci., 64, 328.

BELCHER,J. (2000). Commercial applicationsof activepackaging andbiosensortechnology in meat packaging-A packaging manufacturer’s perspective.Proceedings of the 47th Int. Cong. of Meat Sci. and Tech., Krakow,Poland, p. 744.

BELL R.G. and GAROUT, A.M. (1994). The effective product life of vacuum-packagedbeefimportedinto SaudiArabiaby seaasassessedby chemical,microbiological andorganoleptic criteria. Meat Sci., 36, 381.

BERTELSEN, G., JENSEN,C. and SKIBSTED, L.H. (2000).Alteration of cookedandprocessedmeat properties via dietary supplementationof vitamin E. In:Antioxidants in MuscleFoods.(Decker, E.A., Faustman, C. and Lopez-Bote, C.J. eds). JohnWiley & Sons, Inc., New York, pp. 367.

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‘A’-‘not A’ test 181–3accelerated production 381acetic acid 265, 266acid taste 372acidulation 366–7, 380–1

see alsopHactin 34, 35, 372active packaging systems 437–9actomyosin 35adenosine triphosphate (ATP) 198adhesion 343, 344, 346–7adjusted temperature coefficient 209, 210adolescents 84, 85adult equivalent (AE) 243–4AFLP 233aldehydes 114–15, 374, 376–7

branched 374, 375alginate 351–2�-linolenic acid 73, 74alternative forced choice (3-AFC) tests

181amines

biogenic 90–1heterocyclic 67

amino acids 78–9, 374, 375amplification 232anaemia 82–3analytical methods 394–416

AF spectroscopy 204–6, 401colour 201–3, 363–4, 398–9current techniques 397–9

electrical impedance 195–9, 207–8,398

emerging technologies 399–405future trends 407–8genetics 405–7image analysis 194, 401immunoassays 232, 403–4laboratory based methods 395–7metabolites 404microbiological hazards 231–3need for objective methods 395NIR 201, 204, 401–2NMR 400pH 199–201, 397–8temperature 402tenderness probe 404–5ultrasound 399–400

androstenone 181, 207animal subsystem 241, 242–4, 246, 247–9animals

campylobacteriosis 225E. coli infections 221–2salmonellosis 219–20welfare standards 20–1see alsocattle; pigs; poultry; sheep

anisotropy 196antibiotics 233antimicrobial films 438appearance 363–5

see alsocolourarachidonic acid 69

Index

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Arcobacters224,226argon432aroma

aromacompoundsseevolatile flavour/aromacompounds

fermentedmeatproducts361, 368–71,372–7

asymmetricinformation8–9ATPase318attributes,quality seequality attributesautofluorescence(AF) spectroscopy

204–6,401automatedslaughterline layout 294, 295automatedwashingsystems261,263automaticeviscerationsystem288–90automation2, 283–96

currentdevelopmentsin robotics284–5eviscerationprocess287–90future trends294–6andhygiene294andmanagement294–6pig slaughtering285–7secondaryprocesses290–4

boningof the fore–end291–3boningandtrimming of belly 293boningandtrimming of loin 293–4carcasscutting 290–1cutting of the middle 291,292hind leg boning293

autoxidation,lipid 108–10,376–7

B vitamins86–7Bacillus anthracis229Bacillus cereus229bacteriaseemicrobiologicalhazardsbatterpreparation367–8beef90, 433–4

breedandgeneticeffectson quality38–44

CLA 147consumption11–12,13fat content70, 139–40,142–3,143–4,

145–6fatty acids75, 76high concentratediets49–51modellingcolour stability 124–8,129,

133–4robotic equipment284sampling166–7,177–8sensorycomparisonsbetweencountries

189US customersatisfactionstudy29–30,

31beefcattleproduction239–58

challengesfor modellers244–51elementsof 240–4future developments254–5simplemodelof herdstructure251–4

belly: boningandtrimming 293binders351–2bioavailability of iron 83biochips233,407bioelectricalimpedance198–9biogenicamines90–1biohydrogenation75biosensors438–9boar taint 181,207bonehealth89–90boning

belly 293fore-end291–3hind leg 293loin 293–4

Bosindicuscattle39–43Bostauruscattle39, 40–3bovinemastitis222bovinespongiformencephalopathy(BSE)

11, 230–1,333branchedaldehydes374, 375breed

fatness141–2andgeneticeffectson meatquality

37–49brittle behaviour342brucellae229bulk densitytheory29bulk packaging435–7

Caliciviridae 231calpainproteolytic system34, 164,318,

403,406calpastatin34, 164,406Campylobacterjejuni 224–6cancer64, 65, 66–9candidategenes406canning427–8capacitance196CAPERsystem263carbohydrates81, 315

aromacompoundsfrom carbohydratecatabolism374–5

carbondioxide 437absorption124MAP 430–1

carbondioxide stunning54–5,286carbonmonoxide431–2carcass

compulsoryclassification21

Index 453

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carcass(continued)cutting 290–1decontamination2, 259–82

problemscausedby irregularsurfaces261

measurementsof connectivetissue204–5

weight andfatness141–2carnitine91carnosine90carryingcapacity,farm 251–4categoryscales185–6cathepsins164cattle

breedandgeneticeffectson beefquality 38–44

effect of high concentratedietson beefquality 49–51

pathogenicdiseases219,220,221–2,225

seealso beef;beefcattleproductioncentralisedmeatpackaging417–19characteristics,quality 8, 17, 18–19chemicaldecontamination263–7,273,274chi-squaredtest183chicken269

seealso poultrychildren80–1,84chilling 2, 297–312

impacton colour 300–2impacton drip loss302–3impacton evaporativeweight loss

303–4impacton texture299–300primary 304secondary304temperaturemonitoring306–8

chlorine263,264,265, 274chlorinedioxide 264, 265,274cholesterol69, 77–8choline91chromaticitycoordinates209–10CIE colour system209–10,363–4climate 240–1,246, 246–7,249–50Clostridiumbotulinum228–9Clostridiumperfringens228coagulation365–6cobalt110cold chain304–6cold room tempering335cold-shortening(cold-inducedtoughening)

34, 299cold waterwashing262collagen37, 162–3,204–6

colorectalcancer(CRC) 65, 66–9colour 35–7,397,419–21

fermentedmeatproducts361,363–5colour development364–5

high pressureprocessing319–20impactof chilling andfreezing300–2instrumentalmeasurement201–3,

363–4,398–9on-line monitoring201–3

colour changesduring cooking209–10

quality indicator159,165sensorymeasurement363spectrophotometry194,202–3

colour stability 122–36externalfactorsaffecting123–31

curedham128–31freshbeef124–8

modellingdynamicchangesinheadspacecomposition123–4

future trends134–5internal factorsaffecting131–3meatpackagingand426,431, 432,

434, 435validationof models133–4

Comitrol processor336comminution336Committeeon Medical Aspectsof Food

andNutrition (COMA) 65, 66, 138communication17, 18–19comparisontests179–81,362compartmentalisedpackagingodours421competition14complexity249compositepolymer films 440–1composition

analysisof 397,401–2quality, structureand27–37

computermodellingseemodellingconcentration370concussivestunning54–5conditioning299–300conductivity,electrical398conjugatedlinoleic acid (CLA) 75–7,89,

137, 146–7,148–9connectivetissue37, 162–3,317, 401

on-line quality monitoring204–6consistency56consumers4, 5

andfat 138perceptionsof quality 6–14,17–18testingrestructuredmeat350–1

consumption,meat11–12,13, 65, 147demand91–2

454 Index

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energyintake138recommendationsandcanceravoidance

66–7contamination260

seealso decontaminationcontrolledatmospherepackaging437–9convenience12, 418cookedcured-meatpigment(CCMP) 114,

115, 116cookedmeats435,436cooking259

decontaminationprocessesand267,268, 271

measuringchangesduring 208–11methodandcancerrisk 68restructuredmeat

distortion347–9,350losses347, 348

copper110coronaryheartdisease(CHD) 65, 138Corynebacteriumpseudotuberculosis229countries,comparisonsbetween189credencequality attributes(CQA) 9–11,

16, 18, 21, 22Creutzfeldt-Jakobdisease,new variant

(vCJD) 230–1CryovacFoamTray packagingsystem

439Cryptosporidiumparvum229–30cues7, 17–19

consumersandcueprocessing9–11culling rates252,253,254curedmeats

colour stability 134externalfactors128–31internal factors132–3

flavour quality 113–16cutting

carcass290–1middle 291, 292

Cyclosporaspp.230

D vitamins87–8dark, firm anddry (DFD) meat53Debaryomyceshansenii379–80decisionframes8–9decisionsupportsystems245,247, 248,

249, 254decontamination2, 259–82

currenttechniquesandtheir limitations260–2

differencebetweenmethodsandtreatments261–2

future trends273–6

novel methodsapartfrom steam272–3problems261steam262,267–72,273–4useof chemicals263–7,273, 274washing262–3

degradationenzymes34–5‘Deluge’ system263demand91–2

seealso consumptiondeoxymyoglobin419–20descriptivetests362–3design,refrigeration308–10DFD meat53diet

animaleffectson fat contentand

compositionof meat144–7influenceson raw meatquality 49–52

humanvegandiet 74, 80vegetariandiet 74, 79–81

differencetests178, 362diffusion 268direct extraction370directionalpreferencetests179disease

cancer64, 65, 66–9causedby microbiologicalhazards

217–31passim, 259, 297CHD 65, 138fat contentand69–71vCJD 230–1

disinfectionof equipment294disodiumethylenediaminentetraacetic

acid 111display305distillation 370distortion,cooking347–9,350‘DNA chip’ technology233, 407DNA markers405docosahexaenoicacid 73, 74, 141domestictransportandstorage305–6doming348, 349drip loss167, 298,398, 419

impactof chilling andfreezing302–3packagingand424,428

drying 366–7,368,381duo-trio test181,182

E vitamins51, 382,422eatingquality 6, 157

determining166experiencequality attributes(EQA) 8,

9–11,16, 21–2

Index 455

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eatingquality (continued)quality indicators160–5standardsfor 21

Echinococcusgranulosus230economicsubsystem241,244,246,248–9eicosapentaenoicacid 73, 74, 141elastin204–6electricalconductivity398electrical impedance195–6,207–8,398electricalstimulation55–6electricalstunning54–5electrodepenetrationdepth196–7electromagneticscanning198electronicnose371empiricalmodels244–5emulsifyingproperties320emulsions207–8energyintake138engineeringspecification309–10Envirobot285enzymes34–5

eatingquality andenzymaticactivity164

effect of high pressure315, 318lysosomal317–18,318proteolytic34, 164, 318,403,406

Escherichiacoli (E. coli) 221–4,231,434

diseasein animals221–2diseasein man222–4steamdecontamination270–1

ethics12–14,20–1ethyl vinyl acetatecopolymer(EVA) 442ethyl vinyl alcohol (EVA) 440,442EuropeanUnion (EU)

decontamination274, 276packaging429standards19–21

evaporativeweight loss298,303–4evisceration287–90expenditure65experiencequality attributes(EQA) 8,

9–11,16, 21–2externalsensorypanels176

F–line robot series287farm carryingcapacity251–4fat

componentandquality of raw meat27,28–32,33

intramuscularfat 28–32,33, 140–1,159–60,161–2,166–7,206

lipid hypothesis65, 148sourcesin the diet 71, 72

technologicalquality 159–60fat content89, 137–53,401

animaleffectson fat contentandcomposition141–4

CLA 146–7dietaryeffects144–7anddisease69–71fat andthe consumer138fatness138–41,141–3,144, 148fatty acidsseefatty acidsfuture trends147–9on-line monitoring206

fatness138–41,141–3,144, 148fatty acid binding protein(FABP) gene

406fatty acids71–8,89, 397

cholesterol69, 77–8CLA 75–7,89, 137,146–7,148–9dietaryeffectsin pork 51–2eatingquality 161–2fat content139,141,143–4,144–6,148flavour quality 110free fatty acidsin fermentedmeat

products374,376monounsaturated73, 139,141, 143,

148polyunsaturated73–5,89, 139, 141,

143, 144–6,148saturated72–3,139, 141,143,148technologicalquality 160trans fatty acids77

FEEDMAN 245,247, 248,249fermentedmeatproducts2, 359–93

appearanceandcolour 361,363–5control and improvementof quality

377–81flavour 368–72asfunctional foods382future trendsin quality development

381–2products359–60quality 360–1sensoryquality and its measurement

361–3tasteandaroma372–7texture365–8

fibre-optic probe194, 398–9fibrinogen352fixed-choiceprofiling 186flaking 336,341–2flame ionisationdetection(FID) 371flavour 105–21,166,361

dietary impacts50–1effect of ingredientson 110–16

456 Index

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evaluationof aromacompoundsandflavour quality 116–17

fat and30–2,33, 162fermentedmeatproducts368–72lipid oxidationandmeatflavour

deterioration108–10on-line testing207role of lipids 106–8seealso aroma;taste;texture;volatile

flavour/aromacompoundsflexible MAP packs427,443flexible vacuumpacks443flow (gases)268flow cytometry232fluorescence204–6,401food-borneillnesses217–31passim, 259,

297food hygieneseehygienefood preparation12food supplychain3–5,17–18forage49, 241, 242fore-ends,boning291–3forming 337fracturebehaviour342–3free-choiceprofiling 186freezerburn 301,304freezing197, 297–312

impacton colour 300–2impacton drip loss302–3impacton evaporativeweight loss

303–4impacton texture299–300pressureassisted320–1primary 304restructuredmeat337–8secondary304temperaturemonitoring306–8

freshgrillsteak-typeproducts351–2Fresh-R-Paxmoistureabsorbing

technology439Friedmanvalue184functional foods79–82,148–9

componentsin meat90–1fermentedmeatproductsas382

functionalgenomics405, 407fungi/moulds378,380, 423

gaschromatography(GC) 370–1gaschromatography–massspectrometry

(GC–MS)166gaschromatographyolfactometry(GCO)

166, 371gases

absorptionin meat124

modellingchangesin headspacegascomposition123–31

permeabilitiesof packagingfilms 440,441

usedin MAP 429–32seealso under individual gases

gelatinisation210–11gelation320GEMANOVA model125–8geneexpression407GeneralisedProcustesAnalysis (GPA)

187geneticmarkers43–4genetics37–49,405–7genotype141–2,143–4GermPlasmEvaluation(GPE)program

38–9Giardia duodenalis229Giardia lamblia 229glucono-delta-lactone(gdl) 352glutathione83, 90, 91glycogen315glycolysis318grain-baseddiets50–1gram-negativebacteria322, 422gram-positivebacteria322,422grapefruitseedextract438grass-fedbeef145–6GRAZE 245grillsteaks332, 333–8

fresh351–2seealso restructuredmeat

HACCP 19–20,217haemiron 83, 84haemproteins111, 114haemoglobin37, 55, 202Halothanegene45–7ham128–31hardness365, 366–8headspacecollection370headspacegascomposition123–31health149

diseaseseediseasefunctional foodsseefunctional foodsnutrition seenutrition

heatdecontaminationtreatments262heat-insolublecollagenbonds37hedonicscales396

seealso sensoryanalysisherdstructuremodel251–4heterocyclicamines67heterogeneousassays232hexanal116–17

Index 457

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high concentratediets49–51high pressureliquid chromatography

(HPLC) 370–1reversedphaseHPLC 371

high pressureprocessing272, 273,313–31

currentapplicationsandfutureprospects323–4

effect on food components314–15effectson microflora 321–3effectson sensoryandfunctional

properties318–20enzymereleaseandactivity 318andmeatquality 313–14pressureassistedfreezingandthawing

320–1structuralchanges315–18

hind leg, boning293homocysteine87homogeneousassays232hot waterwashing263hunter-gatherersocieties81–2hydroperoxide-dependentlipid

peroxidation110hydroperoxides421hygiene260

automationand294standards19–20

icecontentin restructuredmeat339–40crystal formation300, 301

imageanalysis194, 401immersion264immunoassays232, 403–4impedance,electrical195–9,207–8,398impedimetry232indole 207infra-red thermometry307–8inoculationmicrobiology275–6inspectionquality attributes(IQA) 8, 16instrumentalanalysis

colour 363–4,397,398–9comparisonof sensoryanalysiswith

186–8eatingquality 166emergingtechnologies399–405fermentedmeatproducts363–4,369–71flavour volatiles369–71,396impedance195–9,207–8,398on-line monitoring1–2,193–216pH 199–201,397–8

insurancetheory29interactiveprototyping249

interfaceproblem246–9intermediatevalueproductssee

restructuredmeatintramuscularfat (IMF) (marbling)28–32,

33, 140–1,159–60,161–2,166–7,206

iron 82–4,90, 438prooxidanteffect 110–11

iron deficiency82–3isoelectricpoint 35

Japan:pork customersatisfactionstudy30, 33

juiciness28–9,162

ketones374,376–7KUKA robot 285

laboratory-basedquality methods395–7seealso analyticalmethods

lactic acid 53, 374decontaminationwith 265,266

lactic acid bacteria378,423lamb 90, 433–4

automatedslaughtering384dietary influences51fat content70, 139, 140fatty acids75, 76, 139SpanishandUK sensoryanalysis189

land 241–2,246, 246–7laserdiffractometer203–4laserscanning200–1lateral shrinkage348,349leantissueseemusclesleg temperaturemeasurement308light scattering200, 208linear low densitypolyethylene(LLDPE)

442linoleic acid 69, 73lipid hypothesis65, 148lipids 105–21

aromacompoundsfrom lipid degration105–10,374,376–7

colour andlipid oxidation319–20effect of ingredientson flavour 110–16evaluationof aromacompoundsand

flavour quality 116–17high pressureprocessingand315oxidationandquality deteriorationin

packaging421–2lipoic acid 90lipolysis 376Listeria monocytogenes227–8loin, boningandtrimming 293–4

458 Index

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long-termpre-slaughterstress52–3longissimusdorsi (LD) muscle

colour stability 131,132fat content142–3,161sampling166–7,167–8

low densitypolyethylene(LDPE) 442low-temperature,long-timecooking

technique323lubricationeffect 29lysosomalenzymes317–18,318

Maillard reaction106–7,108,165major genes406malignanthypothermia(MH) 45–7,406malonaldehyde421management,automationand294–6managementmodels245, 254marbling(intramuscularfat) 28–32,33,

140–1,159–60,161–2,166–7,206marketsubsystem241,244, 246,248–9massspectrometry(MS) 371

GC-MS 166MS-tester197

masterpackagingsystems418, 435–7mastitis,bovine222‘meat factor’ 83meatflavour deterioration(MFD)

108–10,115–16meatquality schemes15–16mechanicalproperties342–3mechanisticmodels244–5Mediterranean(Southern)type fermented

products360, 361,364, 372,377,380, 381

seealso fermentedmeatproductsmetabolites404metal ions 110–11methyl ketones377metmyoglobin165, 201,320, 419–20microarraytechnology233, 407microbiologicalhazards2, 217–36,259–60

analyticalmethods231–3Campylobacterjejuni 224–6Clostridiumbotulinum228–9Clostridiumperfringens228E. coli 221–4,231,270–1,434effectsof high pressureprocessing

321–3future trends233–4Listeria monocytogenes227–8main hazards218–31otheragents230–1otherbacteria229packagingand422–3,425, 430,434–5

parasites229–30Salmonellae218–21,270,297, 434Staphylococcusaureus227temperatureandmicrobiological

growth 297–8Yersiniaenterocolitica226,270seealso decontamination

Micrococcaceae375, 376,378,378–9micronutrients82–8

seealso vitaminsmicrowavedecontamination272–3,274microwavetempering335middle, cutting of the 291,292minimum growth temperature298MIRINZ tendernessprobe405mixing 336–7modelling

beefcattleproduction2, 239–58colour stability 122–36copingwith naturalvariability 249–50interfaceproblem246–9matchingpurposeandstructure244–6validationof models133–4,251verification of models250

modified atmospherepackaging(MAP)421,423, 428–35,437

advantagesanddisadvantages429effectiveness433–5equipment432–3flexible andrigid packs427,443gascompositions436gases429–32modellingandcolour stability 122–36

moisturepermeability440,441moleculartyping 233monounsaturatedfatty acids(MUFA) 73,

139,141, 143,148motherpackagingsystems418,435–7moulds378,380, 423MS-tester197multi-dimensionalscenario249muscles

classification401colour stability andmuscletypes131,

132growth 142–3musclefibre component32–7structuralchangesdueto high pressure

treatment315–18Mycobacteriumparatuberculosis229myofibres195myofibrillar proteins35, 200myoglobin35–7,131, 159,165, 201–2,

419–20

Index 459

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myosin34, 35, 187–8,344–5,346,365–6,372

myostatin406myristic acid 73

Napolegene47–9NationalCholesterolEducationprogram

(NCEP)77NaturalColour System(NCS) 363naturalvariability 249–50nearinfrared(NIR)

polarised204spectrophotometry201spectroscopy401–2

niacin 86nitric oxide 364, 404nitrite-freecuring systems116nitrites 364,422

andcolour stability 132–3effectson flavour quality 113–16

nitrogen431nitrosomyoglobin364nitrosylhaemochrome201nitrosylmyoglobin420–1non-directionalpreferencetests179non-haemiron 83, 84Northerntype fermentedproducts359,

360–1,364, 366,377, 380–1seealso fermentedmeatproducts

Norwalk-like viruses(NLVs) 231nuclearmagneticresonance(NMR) 400nucleicacid basedassays232–3nucleotides91, 404nutrition 1, 64–104,149

fatty acidsin meat71–8future trends88–92meatandcancer64, 65, 66–9meat,fat contentanddisease69–71meatasa functional food 79–82micronutrients82–8protein in meat78–9

obesity82, 89objectiveapproachto quality 5–6,7–8objectiveanalyticalmethods395,396–7off-flavours 109, 421olfactometry371omnivores81on-line monitoring193–216

apparatus193–4boar taint 207changesduring cooking208–11connectivetissue204–6electrical impedance195–9

emulsions207–8marblingandfat content206meatcolour andotherproperties201–3meatflavour 207NIR spectrophotometry201pH 199–201sarcomerelength203–4water-holdingcapacity203

optical fibres 194,398–9organicacids264, 265–6,269–70,274oscillatingmagneticfield (OMF) pulses

272, 273osteomalacia87, 88oxygen419–21

MAP 429–30,433,435, 436modellingcolour stability in meat127,

128, 129,130–1oxygenscavengers438oxymyoglobin165, 201,419–20,429ozone264, 267,274

packcollapse430–1packaging2, 417–49

bulk, masteror motherpackaging435–7

centralised417–19controlledatmospherepackagingand

activepackagingsystems437–9factorsinfluencingquality of freshand

processedmeatproducts419–24future trends442–3MAP seemodified atmosphere

packagingmaterials439–42,443permeabilityof packagingfilm 123–4vacuumpackaging423,424, 424–8

pairedcomparisontests179palatability28–9,49–50pale,soft andexudative(PSE)meat45–7,

53–4,197,199,397paleolithicdiets81–2palmitic acid 73pantothenicacid 86parasites229–30particlesize340–2Pasteurellaspp.229pasteurisation323pasturesubsystem246,246–8pathogensseemicrobiologicalhazardsPenicillia 380peptides370–1,372,374, 375perceivedquality 5–6, 7permeabilityof packagingfilm 123–4pH 53

460 Index

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acidulationandfermentedmeatproducts366–7,380–1

analyticaltechniques199–201,397–8breedtype and45, 46eatingquality 164–5isoelectricpoint 35technologicalquality 158–9

phosphatehydrolysis345–6phospholipids(PL) 106–7,110,421phosphorus85pigs

pathogenicdiseases219, 221–2slaughteringandautomation284–96seealso pork

plastic films 439–42,443polarisation196policy models245–6,254–5polyamides(PA) 442polyesters(PET) 442polymerasechainreaction232polymers439–42,443polyphosphates264,266polypropylene(PP)442polyunsaturatedfatty acids(PUFA) 73–5,

89, 139,141, 143,144–6,148polyvinylidenechloride(PVDC) 440, 442pork 167,177,434

breedandgeneticeffectson quality44–9

Halothanegeneeffects45–7Napolegeneeffect 47–9

customersatisfactionstudies30, 32, 33dietaryeffects51–2,144,144–5fat content70–1,139,140, 144fatty acids75, 76, 139,143, 144–5PSE45–7,199,397

Pork StressSyndrome(PSS)45–7,406potentialliveweight gain 248pouches426,441poultry 269

automatedslaughtering284packaging434pathogenicdiseases219–20,221,222,

225pre-breaking335,340, 341price premium3processspecification309–10processingindustries4–5production17, 18–19propanal117proteasome318proteins67

degradationandaromacompouds374,375

effect of high pressure315haemproteins111,114historicaldevelopmentof diet 81–2myofibrillar 35, 200nutritional quality 78–9sarcoplasmic347solubility 343–7

proteolysis56, 366, 372proteolyticenzymes34, 164,318,403,

406proteomeanalysis405PSEmeat45–7,53–4,197,199, 397Pseudomonads423,434–5pseudofluorescence205–6pulsedelectric fields (PEF)272,273pulsedfield gel electrophoresis(PFGE)

233pulsedlight 272,274pyrazines375pyrophosphate346

quality 1, 3–24circle 16–19consumerperceptions6–14,17–18defining meatquality 394–7eatingseeeatingqualityimproving meatandmeatproduct

quality 21–2objectiveandsubjectiveviews 5–6, 6–

8raw meatseeraw meatqualityregulatorydefinitions19–21sensoryquality 360–1,361–3supplierperceptions14–16supplychainand3–5technologicalquality 157–60

quality attributes(QA) 7, 8–12,17,18–19,21–2

credencequality attributes9–11,16,18, 21, 22

experiencequality attributes8, 9–11,16, 21–2

inspectionquality attributes8, 16quality characteristics(QC) 8, 17, 18–19quality circle 16–19quality cuesseecuesquality function deployment14–15quality guidanceapproach15quality indicators157–74

determiningeatingquality 166eatingquality 157,160–5future trends168samplingprocedure166–8technologicalquality 157–60

Index 461

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quality schemes15–16quantitativetrait loci (QTL) analysis

405–6

randomamplified polymorphicDNA(RAPD) 233

rankingtests183–4,362rating scales185raw materials

fermentedmeatproducts377restructuredmeat333–4

raw meatquality 27–63breedandgeneticeffects37–49dietary influences49–52ensuringconsistency56future trends57quality, meatcompositionandstructure

27–37rearingand52slaughteringand52–6storage56

rearingenvironment52red, soft andexudative(RSE)meat47–9,

53–4reduced-fatproducts140reflectancespectra194,209reflectedradiation308refrigeration2, 297–312

cold chain304–6drip loss302–3evaporativeweight loss303–4impacton colour 300–2impacton texture299–300optimisingdesignandoperation

308–10temperaturemonitoring306–8

regulatorydefinitionsof quality 19–21RendementNapole(RN) gene47–9researchmodels245resistance196responsesurfaceplot 125,126restrictionfragmentlengthpolymorphism

(RFLP) 233restructuredmeat2, 332–58

factorsaffectingproductquality338–49

cookingdistortion347–9,350ice content339–40mechanicalproperties342–3particlesize340–2proteinsolubility 343–7temperature340

future trends351–2productmanufacture333–8

flaking 336forming 337freezing337–8mixing 336–7pre-breaking335raw materials333–4tempering334–5

sensoryandconsumertesting349–51retail display305retailers4, 5reversedphaseHPLC 371riboflavin 86rickets87, 88rigid MAP packs427, 443rigid vacuumpacks443RNA amplification232robotics284–5,287

seealso automationrotation/reflection187RSEmeat47–9,53–4

safety19–20seealso decontamination;

microbiologicalhazardsSalmonellae218–21,270,297, 434

salmonellosisin animals219–20salmonellosisin man220–1

salteffect on flavour quality 111–13restructuredmeat339–40,345, 346,

347, 351effectivesalt concentration344–5

samplessamplingprocedure166–8usingin sensoryanalysistraining

177–8sarcomerelength34, 163–4,203–4sarcoplasmicproteins347satiety82, 89saturatedfatty acids(SFA) 72–3,139,

141, 143,148sausage

compositionandsize366–7seealso fermentedmeatproducts

scaling187,362scoring185scrapie230,231screening176–7SDS-PAGE371‘secondgeneration’restructuredmeat

products352selenium85, 90sensitivityanalysis250sensoryanalysis1, 166,175–92,395–6

462 Index

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categoryscales185–6comparisonsbetweencountries189fermentedmeatproducts361–2,362–3

aroma,tasteandflavour 369colour 363

restructuredmeat349–50sensorypanelseesensorypanelsensoryprofile methodsand

comparisonswith instrumentalmeasurements186–8

sensorytests178–85sensorypanel176–8,361–2,362–3

generalconditionsfor assessmentofsamples178

screeningcriteria andtraining 176–7usingsamplesin training 177–8

sensoryquality 360–1measurement361–3

separation370–1SFK-Danfotechrobot series287shearforce analysis166

Warner-Bratzlershearforce 39, 40–3,44, 396

sheeppathogenicdisease219, 221–2seealso lamb

short-termpreslaughterstress53–4shrink bags426,441shrinkageduring cooking348, 349signals17, 18–19SIRA ‘Food Sentinel’ system439skatole181, 207skin packs424,426, 427,443slaughtering

automation284–96andmeatquality 52–6

snorkelpackagingmachines432–3sodiumalginate351–2sodiumchloride111–12,339,340

seealso saltsodiumhalides112–13sodiumnitrite 364sodiumtripolyphosphate(STPP)111soft fat 206sono-elastography399–400sousvide 427spectrophotometry194,202–3

NIR 201spraydecontaminationsystems261–2,

263, 264standards19–21Staphylococcus375, 376,378–9

aureus227startercultures366–7,378–80

steamdecontamination262, 267–72,273–4

SteamPasteurisationSystem(SPS)271–2stearicacid 73, 141sterilisationof equipment294storage56

refrigeration305domestic305–6

strain theory29Streckerdegradation375stress52–4

long-term52–3short-term53–4

structure363changesdueto high pressuretreatment

315–18quality, meatcompositionand27–37ultrasoundanalysis399–400

stunningmethod54–5,286subjectiveapproachto quality 5–6,6–7sulphurdioxide 432suppliers

perceptionsof quality 14–16problemsof variability of meatquality

395supplychain3–5,17–18surfactants261survival rates252

taste368–71,372–7seealso flavour

taurine79TBARS test116technologicalquality 157–60temperature297–9,402,434

adjustedtemperaturecoefficient209,210

measuringchangesduring cooking208andmicrobiologicalgrowth 297–8monitoring306–8restructuredmeat339–40,345,346seealso refrigeration

tempering334–5tenderness

analyticalmethods396,397, 398,400,402,403

beefandbreedeffect 39–43chilling, freezingand299–300connectivetissueand162–3degradationof muscleproteins56effect of high pressure318–19intramuscularfat and29, 30, 161–2musclefibre and32–5

tendernessprobe404–5

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texture166effectsof high pressure318–19fermentedmeatproducts365–8impactof chilling andfreezing

299–300restructuredmeatandengineered

texture352thaw-shortening299thawing320–1thermalcontact307thermocouples208thermoforming426, 432,442thermometers208thiamin 86thickness349,350thrombin352‘Toxin guard’ system439Toxoplasmagondii 230training sensorypanels176–8trans fatty acids77transglutaminase352transitionmetal ions 110–11translation187transmissiblespongiform

encephalopathies(TSEs)230–1transport305, 305–6trays,packaging426,432,433, 442triacylglycerols(TAG) 106,107, 110triangulartests180Trichinella spiralis 230trimming

belly 293loin 293–4

trisodiumphosphate(TSP)263,264, 266,274

TrochanterMajor 308troponinT molecule403trust 9, 10‘Tween 80’ 261two from five test184–5

‘Ulixes Sortierer’ system285ultrasound194,272, 273,274, 399–400ultraviolet light (UV) 272,274unevenlateral shrinkage348,349uniformity 168United States(US) 274–5

meatsatisfactionstudies29–30,31, 32

vacuumpackaging423, 424,424–8vacuumskin packaging424,426, 427,

443

validationof models133–4,251values12–14,20–1variability, natural249–50variety 168vegandiet 74, 80vegetariandiet 74, 79–81verification of models250verotoxigenicE. coli (VTEC) 221,222,

223–4video imageanalysis(VIA) 194viruses231vitamins

B 86–7D 87–8E 51, 382,422

volatile flavour/aromacompounds105–10,373–7

from carbohydratecatabolism374–5collection370concentration370detection371evaluation116–17instrumentalmeasurement369–71,396from lipid degradation105–10,374,

376–7origin 374from proteindegradation374,375separation370–1

volumeratio 130

warmed-overflavour (WOF) 109,421Warner-Bratzlershearforce 39, 40–3,44,

396washing262–3

automatedwashingsystems261,263water

effect of high pressure314, 320–1washingwith 261–2,262–3,274

water-holdingcapacity(WHC) 35, 158–9,164–5,203,396

weaningrates252,253, 254weight loss,evaporative298, 303–4welling 348, 349window of acceptibility 28World CancerResearchFund(WCRF) 66

yeasts378, 379–80,423yellow fat 206Yersiniaenterocolitica226,270

Z lines 34zinc 84–5

464 Index