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OPTIMIZATION OF EXOPOLYSACCHARIDE FROM MICROBES AND ITS KINETICS A THESIS SUBMITTED TO THE ANNAMALAI UNIVERSITY IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE AWARD OF THE DEGREE OF DOCTOR OF PHILOSOPHY IN CHEMICAL ENGINEERING Submitted by A.SIRAJUNNISA (Reg. Number: 1037050004) Under the Guidance of Dr. V. VIJAYAGOPAL M.E.(Chem.), Ph.D., P.G. Dip. In Yoga, M.Sc. Yoga Professor of Chemical Engineering Department of Chemical Engineering DEPARTMENT OF CHEMICAL ENGINEERING FACULTY OF ENGINEERING AND TECHNOLOGY ANNAMALAI UNIVERSITY ANNAMALAI NAGAR 608002 INDIA November 2013

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Page 1: Dr V V PhD Thesis - Shodhgangashodhganga.inflibnet.ac.in/bitstream/10603/45315/7/front.pdf · I thank Dr. B. Sivaprakash, Assistant Professor, Department of Chemical Engineering and

OPTIMIZATION OF EXOPOLYSACCHARIDE FROM MICROBES AND ITS

KINETICS

A THESIS SUBMITTED TO THE ANNAMALAI UNIVERSITY IN PARTIAL

FULFILLMENT OF THE REQUIREMENTS FOR THE AWARD OF THE DEGREE OF

DOCTOR OF PHILOSOPHY IN CHEMICAL ENGINEERING

Submitted by

A.SIRAJUNNISA

(Reg. Number: 1037050004)

Under the Guidance of

Dr. V. VIJAYAGOPAL M.E.(Chem.), Ph.D.,

P.G. Dip. In Yoga, M.Sc. Yoga

Professor of Chemical Engineering

Department of Chemical Engineering

DEPARTMENT OF CHEMICAL ENGINEERING

FACULTY OF ENGINEERING AND TECHNOLOGY

ANNAMALAI UNIVERSITY

ANNAMALAI NAGAR � 608002

INDIA

November � 2013

Page 2: Dr V V PhD Thesis - Shodhgangashodhganga.inflibnet.ac.in/bitstream/10603/45315/7/front.pdf · I thank Dr. B. Sivaprakash, Assistant Professor, Department of Chemical Engineering and

DECLARATION

Investigations reported in this thesis have been carried out in the Bioprocess

Laboratory, Department of Chemical Engineering, FEAT, Annamalai University and are

original in approach to the best of my knowledge and have not formed part of any thesis

previously submitted for the award of any Degree or Diploma.

Department of Chemical Engineering A.SIRAJUNNISA

Annamalai University

Annamalai Nagar � 608002

Tamilnadu, India

Page 3: Dr V V PhD Thesis - Shodhgangashodhganga.inflibnet.ac.in/bitstream/10603/45315/7/front.pdf · I thank Dr. B. Sivaprakash, Assistant Professor, Department of Chemical Engineering and

ANNAMALAI UNIVERSITY

DEPARTMENT OF CHEMICAL ENGINEERING

FACULTY OF ENGINEERING AND TECHNOLOGY

ANNAMALAI NAGAR 608002. TAMILNADU, INDIA

Dr. V.VIJAYAGOPAL M.E.(Chem.), Ph.D., P.G. Dip. In Yoga, M.Sc. Yoga Professor of Chemical Engineering

Annamalai University

Annamalai Nagar

Date:

This is to certify that the thesis entitled � OPTIMIZATION OF

EXOPOLYSACCHARIDE FROM MICROBES AND ITS KINETICS

submitted to Annamalai University by Ms. A. SIRAJUNNISA for the award of

the degree of DOCTOR OF PHILOSOPHY is a bonafide record of research

work done by her under my supervision. The contents of this thesis have not been

submitted to any other University or Institute for the award of any Degree or

Diploma.

Dr. V. VIJAYAGOPAL

Thesis Guide

Professor

Dept. of Chemical Engineering

Annamalai University

Annamalai Nagar 608002

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ACKNOWLEDGEMENT

I express my deepest sense of gratitude to my mentor, Dr. V. Vijayagopal,

Professor of Chemical Engineering for his constant support, sustained guidance and

encouragement. I am privileged and honored to work under his supervision.

I sincerely acknowledge Dr. P. Kantha Bhabha, Professor and Head, for the

interest shown upon research and aiding us with essential facilities in the department.

I owe much to Dr. T. Viruthagiri, Professor and Former Head, Department of

Chemical Engineering for being a moral support and assisting me with valuable advices

throughout my course of study.

I heartly thank Dr. S. Velusami, Dean, Faculty of Engineering and Technology

and the University authorities for filliping and letting me flourish proficiently in

academics, access laboratory and providing an august environment to work.

I thank Dr. B. Sivaprakash, Assistant Professor, Department of Chemical

Engineering and Dr. R. Balamurugan, Assistant Professor, Department of Pharmacy, for

their timely and kindest help during the research.

I am indebted to all the Teaching Staff members of this department, who had

often triggered my senses for cerebrating to strive more, thus raising my research to the

pinnacle of success.

My hearty thanks to all the Laboratory Staff for their unceasing cooperation

during my research and catering all requirements whenever needed.

I am grateful to Union Grants Commision, New Delhi for providing the financial

backing for the research.

I highly appreciate and am obliged to all my cheerful labmates and adorable

friends who directly or indirectly had been a constellation of incessant company and bore

my tantrums with all patience during the research.

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I evince my gratefulness to my dearest parents and siblings for their unbound

love, affection and prayers that steered me to prosperous completion of the study.

Above all, I acknowledge the kindest blessings bestowed upon me by the

Almighty, without which my academics and this Thesis would have not been a possibility

and reality.

A.SIRAJUNNISA

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TABLE OF CONTENTS

No. TOPIC PAGE

No.

LIST OF TABLES vii

LIST OF FIGURES ix

NOMENCLATURES xiv

ABBREVIATIONS xvi

ABSTRACT xvii

1 INTRODUCTION 1

1.1 Microbial Exopolysaccharides 1

1.2 Biosynthesis of EPS 3

1.3 Production of EPS 4

1.4 Applications 4

1.5 Aim and Scope 5

1.6 Organisation of the thesis 6

2 REVIEW OF LITERATURE 6

2.1 Polymers and Microbial polymers 7

2.2 Microbial polysaccharides 8

2.3 Structure of Cell Wall 9

2.4 Exopolysaccharides 11

2.5 Properties 14

2.5.1 Biofilm formation 14

2.5.2 Adhesion to substratum 14

2.5.3 Rheological properties 15

2.5.4 Composition and Linkages 15

2.6 Biosynthesis of EPS 17

2.7 Isolation/ Extraction Techniques 20

2.8 Quantification and Characterisation of

EPS

22

2.9 Fermentation of EPS 24

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2.9.1 Batch fermentation 24

2.9.2 Fed batch fermentation 27

2.9.3 Immobilisation 29

2.10 Factors influencing EPS production 33

2.10.1 Effect of carbon sources 33

2.10.2 Effect of nitrogen sources 34

2.10.3 Effect of carbon / nitrogen ratio 35

2.10.4 Effect of industrial agricultural wastes as

carbon sources

36

2.10.5 Effect of vitamins and trace elements 36

2.10.6 Effect of pH, temperature and time 37

2.11 Applications 38

3 MATERIALS AND METHODS 41

3.1 Sample Collection 41

3.2 Isolation of cultures 42

3.3 Morphological identification 43

3.3.1 Gram staining 43

3.3.2 Endospore staining (Schaffer Fulton

method)

43

3.3.3 Negative staining 44

3.3.4 Motility test (hanging drop technique) 45

3.4 Biochemical characterisation (IMViC

tests)

45

3.4.1 Indole production test 45

3.4.2 Methyl red test 46

3.4.3 Voges Proskauer test 46

3.4.4 Citrate Utilisation test 47

3.4.5 Carbohydrate fermentation test 47

3.4.6 Urease test 48

3.4.7 Triple sugar iron test 48

3.4.8 Starch hydrolysis 49

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3.4.9 Casein hydrolysis 49

3.4.10 Gelatin hydrolysis 50

3.4.11 Oxidase test 50

3.4.12 Catalase test 51

3.4.13 Nitrate reduction test 51

3.5 Effect of UV radiation on EPS yield 52

3.6 Isolation of bacterial DNA 52

3.7 Molecular identification of the strain 54

3.8 Optimisation studies 54

3.8.1 Pretreatment of agro industrial waste 54

3.8.2 One factor at a time approach 55

3.8.3 Plackett Burman Design 55

3.8.4 Central Composite Design 56

3.8.5 Optimisation of environmental

parameters

57

3.9 Fed batch fermentation of EPS 59

3.10 Immobilisation technique 59

3.11 Isolation of EPS 59

3.12 Solubility of EPS 60

3.13 Determination of total carbohydrate

content

60

3.14 Estimation of total proteins 61

3.15 Fourier Transform Infra Red

Spectroscopic analysis

62

3.16 Particle size distribution 62

3.17 Nanoparticle synthesis 63

3.17.1 UV Visible spectral analysis 63

3.17.2 Fourier Transform Infra Red

Spectroscopic analysis

63

3.17.3 Scanning Electron Microscopy and EDS

studies

63

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3.17.4 Evaluation of antioxidant activity- DPPH

scavenging activity

64

3.17.5 Antibacterial activity 64

3.18 Kinetic studies 65

3.18.1 Determination of viscosity and specific

viscosity

65

4 RESULTS AND DISCUSSIONS 67

4.1 Cultures for study 67

4.1.1 Morphological identification 67

4.1.2 Biochemical characterisation 68

4.1.3 Effect of UV radiation on the bacterial

cells for study

70

4.1.4 Molecular identification of the strains 71

4.2 Medium optimisation studies 74

4.2.1 One factor at a time approach 74

4.2.1.1 Effect of synthetic carbon sources on EPS 74

4.2.1.2 Effect of synthetic nitrogen sources on

EPS

76

4.2.1.3 Effect of sodium chloride of EPS 78

4.2.1.4 Effect of minerals on EPS production 80

4.2.1.5 Effect of vitamins and aminoacids on EPS

production

81

4.2.1.6 Effect of cane molasses and rice bran as

carbon substrates on EPS yield

83

4.2.2 Plackett Burman Design 85

4.2.2.1 Variables influencing EPS production

from B.subtilis

85

4.2.2.2 Variables influencing EPS production

from P.fluorescens

89

4.2.3 Central Composite Design 93

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4.2.3.1 Optimisation of nutrient concentration for

EPS production from B.subtilis

93

4.2.3.2 Optimisation of nutrient concentration for

EPS production from P.fluorescens

98

4.3 Optimisation of environmental

parameters

102

4.3.1 Preliminary studies 102

4.3.1.1 Influence of temperature and pH on yield

EPS from B.subtilis and P.fluorescens

102

4.3.1.2 Influence of incubation time and

inoculum concentration on yield EPS

from B.subtilis and P.fluorescens

104

4.3.2 Central Composite Design 106

4.3.2.1 Optimisation of parameters for EPS

production from B.subtilis

106

4.3.2.2 Optimisation of parameters for EPS

production from P.fluorescens

110

4.4 Fed batch fermentation 115

4.5 Immobilisation 116

4.6 Characterisation studies 118

4.6.1 Total carbohydrate and protein contents 118

4.6.2 Fourier Transform Infrared Spectroscopy 118

4.6.3 Solubility check 120

4.6.4 Particle size distribution 121

4.7 Applications 121

4.7.1 Antioxidant activity 121

4.7.2 Silver nanoparticle synthesis 122

4.7.2.1 Visual observation 123

4.7.2.2 UV spectroscopy 124

4.7.2.3 Scanning Electron Microscopy 125

4.7.2.4 Energy Dispersive Spectral analysis 126

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4.7.2.5 Fourier Transform Infrared Spectroscopy 127

4.7.2.6 Applications 129

4.7.2.6.1 Antibacterial activity 129

4.7.2.6.2 Antioxidant activity 131

5 KINETICS AND MODELING 132

5.1 Substrate Utilisation Kinetics 134

5.2 Growth kinetics 135

5.2.1 Malthus law 135

5.2.2 Contois model 136

5.2.3 Moser Equation 136

5.2.4 Tessier model 136

5.2.5 Verlhurst model 137

5.2.6 Andrew model 137

5.2.7 Monod model 137

5.2.8 Logistic model 138

5.3 Product formation kinetics 138

5.4 Data analysis and modeling 140

5.5 Viscosity check 146

6 CONCLUSIONS 148

Future scope of the study 152

REFERENCES 153

APPENDICES

PUBLICATIONS

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LIST OF TABLES

No. TOPIC PAGE

No.

2.1 Various kinds of EPS produced by

microorganisms

12

4.1 Inferences for biochemical tests of the two

isolates used in this study

69

4.2 Plackett Burman design for two levels of 20

variables along with the observed EPS yield by

B.subtilis

86

4.3 Statistical analysis of Plackett Burman Design

for B.subtilis showing coefficient, T and P

values, for each variable

88

4.4 Plackett Burman Design table with coded levels

and response for EPS yield by P.fluorescens

90

4.5 Statistical analysis of Plackett Burman Design

for P.fluorescens showing coefficient, T and P

92

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values, for each variable

4.6 Central Composite Design with experimental

and predicted responses of EPS from B.subtilis

93

4.7 Analysis of variance of optimisation of EPS

production by B.subtilis

95

4.8 Central Composite Design with experimental

and predicted responses of EPS from

P.fluorescens

98

4.9 Analysis of variance of optimisation of EPS

production by P.fluorescens

100

4.10 Central composite design matrix with

experimental data showing coded, actual and

response values of EPS from B.subtilis

106

4.11 ANOVA and regression analysis of the

experiment on EPS production from B.subtilis

108

4.12 Central composite design matrix with

experimental data showing coded, actual and

response values of EPS from P.fluorescens

111

4.13 ANOVA and regression analysis of the

experiment on EPS production from

P.fluorescens

112

4.14 Antibacterial and anticandidal effects of EPS

stabilised SNP

130

5.1 Model parameters for EPS production 142

5.2 Experimental and predicted values of cell mass

concentration, substrate utilisation and product

formation of B.subtilis

143

5.3 Experimental and predicted values of cell mass

concentration, substrate utilisation and product

formation of P.fluorescens

145

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LIST OF FIGURES

No. TOPIC PAGE

No.

2.1 � � � � � � � � � � � � � � � � � � � � � � � � � � � � 7

2.2 Cell wall structure of Gram positive and

Gram negative bacteria locating

exopolysaccharides (EPS)

9

2.3 Biosynthetic pathways involved in Gram

negative bacterial EPS

18

2.4 Synthesis of EPS in Gram positive bacterium,

Lactococcus lactis

20

2.5 Batch growth curve of microorganisms 25

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3.1 Overall process of optimizing EPS production

From Bacillus subtilis

57

3.2 Overall process of optimizing EPS

production from Pseudomonas fluorescens

58

3.3 Calibration plot for total carbohydrate

estimation

61

3.4 Calibration plot for total protein

determination

62

3.5 Simple Ostwald's viscometer 65

4.1 Morphological examination of B.subtilis-

colonies on nutrient agar medium (A), Gram's

staining (B), Capsular staining (C) and

endospore staining (D)

67

4.2 P.fluorescens isolation source (A), colonies

on Pseudomonas F agar (B), culture under

UV lamp (C), Gram's staining (D) and Slimy

EPS (E)

68

4.3 A plot on influence of UV on EPS yield from

B.subtilis

70

4.4 A plot on influence of UV on EPS yield from

P.fluorescens

70

4.5 16S rRNA sequence (A) and phylogenetic

tree for B.subtilis

72

4.6 16S rRNA sequence (A) and phylogenetic

tree for P.fluorescens

73

4.7 Effect of synthetic carbon sources on EPS by

B.subtilis

74

4.8 Effect of synthetic carbon sources on EPS by

P.fluorescens

75

4.9 Effect of synthetic nitrogen sources on EPS

by B.subtilis

77

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4.10 Effect of synthetic nitrogen sources on EPS

by P.fluorescens

78

4.11 Influence of NaCl on EPS production 79

4.12 Effect of minerals on EPS production by

B.subtilis

80

4.13 Effect of minerals on EPS production by

P.fluorescens

80

4.14 Effect of vitamins and aminoacids on EPS

production by B.subtilis

82

4.15 Effect of vitamins and aminoacids on EPS

production by P.fluorescens

82

4.16 EPS in different media- nutrient broth (NB),

medium containing cane molasses by

B.subtilis (CM) and medium with rice bran

by P.fluorescens (RB)

83

4.17 Effect of cane molasses and rice bran as

carbon substrates on EPS yield

84

4.18 Pareto chart of the effects of various nutrients

on EPS production by B.subtilis

87

4.19 Pareto chart of the effects of various nutrients

on EPS production by P.fluorescens

91

4.20 Response surface plots of the interactive

effects of variables, cane molasses (X1), yeast

extract (X2), NaCl (X3) and CaCl2 (X4) on

EPS production

97

4.21 Response surface plots of interactive effects

of variables, Ricebran (X1), Peptone (X2),

NaCl (X3) and MnCl2 (X4)

102

4.22 Effect of temperature on EPS production by

B.subtilis

103

4.23 Effect of temperature on EPS production by 103

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P.fluorescens

4.24 Effect of incubation time on EPS production 105

4.25 Effect of inoculum concentration on EPS

production

105

4.26 Response and contour plots of the interactive

effects of four significant variables for EPS

production from B.subtilis

110

4.27 Response and contour plots of the interactive

effects of four significant variables for EPS

production from P.fluorescens

114

4.28 Biomass and EPS yield from cultures used in

study (biomass of B.subtilis, biomass of

P.fluorescens, EPS from B.subtilis and EPS

from P.fluorescens)

115

4.29 Alginate beads entrapping microbial cells 116

4.30 Dry cell mass and EPS yield by encapsulated

B.subtilis

117

4.31 Dry cell mass and EPS yield by encapsulated

P.fluorescens

117

4.32 FTIR spectrum of extracted EPS from

B.subtilis

119

4.33 FTIR spectrum of extracted EPS from

P.fluorescens

120

4.34 DPPH scavenging efficiency of EPS 122

4.35 SNP synthesis observed by change in color

from pale yellow to dark brown coloration

(A) P.fluorescens EPS at 120h and (B)

B.subtilis EPS at 72h

123

4.36 Absorbances of P.fluorescens EPS reduced

SNP at various time intervals

124

4.37 Absorbances of P.fluorescens EPS reduced 125

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SNP at various time intervals

4.38 SEM images of (A) B.subtilis EPS reduced

SNP and (B) P.fluorescens EPS reduced SNP

126

4.39 EDS plots of (A) B.subtilis EPS reduced SNP

and (B) P.fluorescens EPS reduced SNP

127

4.40 FTIR spectrum of P.fluorescens EPS reduced

SNP

128

4.41 FTIR spectrum of B.subtilis EPS reduced

SNP

129

4.42 DPPH scavenging efficiency of EPS reduced

SNP

130

5.1 Certain important parameters, phenomena

and interactions which determine cell

population kinetics

133

5.2 Different perspectives for cell population

kinetic representation

134

5.3 Comparative chart showing experimental and

predicted values of cell concentration of

B.subtilis

142

5.4 Comparative chart showing experimental and

predicted values of substrate consumption of

B.subtilis

142

5.5 Comparative chart showing experimental and

predicted values of product concentration of

B.subtilis

143

5.6 Comparative chart showing experimental and

predicted values of cell concentration of

P.fluorescens

144

5.7 Comparative chart showing experimental and

predicted values of cell substrate

consumption of P.fluorescens

144

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NOMENCLATURE

5.8 Comparative chart showing experimental and

predicted values of product concentration of

P.fluorescens

145

5.9 Overall experimental and predicted values of

Logistic and Luedeking Piret models for

Bacillus subtilis and Pseudomonas

fluorescens

146

5.10 Relative viscosity of the two culture filtrate

with EPS

147

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µm Micrometer

kDa Kilo Dalton

M Molar

ml Millilitre

p.a. Per annum

nm Nanometer

U/ml Unit per millilitre

h Hour

gl-1

Gram per liter

mg l-1

h-1

Milligram per liter per hour

ºC Degree Celsuis

min Minute

sec Second

w/v Weight by volume

lbs/in2

Pounds per inch square

µg/ml Microgram per millilitre

mM Milli Molar

rpm Rotation per minute

µl Microliter

L Liter

N Normality

cm-1

Per centimetre

kV Kilo volt

g gram

keV Kilo electro volt

h-1

Per hour � Viscocity

x0 Initial cell concentration

x � � � � � � � � � � � � � � � � � � � � � � � � � � � � ! � " -1)

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xs Cell concentration at stationary phase (gL-1

)

s0 Initial substrate concentration (gL-1

)

P(t) Product � � � � � � � � � � � � � � � � � � � � � � � � ! � " -1)

P(0) Initial Product concentration (gL-1

)

s � � # � � � � � � � � � � � � � � � � � � � � � � � � � � � � � � ! � " -1)

Yp/s Yield coefficient for product with respect to substrate

consumed

Yp/x Yield coefficient for product with respect to cell mass

formed

Yx/s Yield coefficient for cell mass with respect to substrate

consumed

k Logistic constant $ % & Luedeking- Piret model constants

µ specific growth rate (time-1

)

µmax maximum specific growth rate (time-1

)

Ks saturation constant

Kis substrate inhibitory constant

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ABBREVIATIONS

EPS Exopolysaccharides

CCD Central Composite Design

FTIR Fourier Transformer Infrared

NMR Nuclear Magnetic Resonance

PHA Poly Hydroxy Alkonates

CPS Capsular Polysaccharides

LPS Lipopolysaccharides

HPLC High Performance Liquid Chromatography

TLC Thin Layer Chromatography

GCMS Gas Chromatography-Mass Spectroscopy

HPAEC-PAD High Pressure Anion Exchange Chromatography with

Pulse Amperometric Detection

SSF Solid State Fermentation

SmF Submerged Fermentation

PGA Poly-Glutamic Acid

EDTA Ethylene Diamine Tetra Acetic Acid

SDS Sodium Dodecyl Sulfate

SNP Silver Nano Particles

KBR Potassium Bromate

BLAST Basic Local Alignment Sequence Tool

rRNA ribosomal Ribonucleic Acid

ANOVA Analysis of Variance

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DPPH Diphenyl Picryl Hydrazyl

EDS Energy Dispersive Spectroscopy

MATLAB Matrix Laboratory

ABSTRACT

The global polymer research has plunged into the exploration of replacements for

chemically synthesized polymers. Synthetic polymers pose a malicious impact on the

ecosystem, as they are non-degradable, toxic to humans and difficult to dispose, causing a

serious environmental pollution. Therefore, in the recent scenario, the polymer researches

are oriented much towards the discovery and tailoring of new biological polymers.

Biopolymers are generally long chained / cross-linked polysaccharides, naturally

existing as metabolites and structural elements in plants, animals, crustaceans and in

microbial sources like bacteria, fungi and algae. These are considered to be a non-

pollutant, possess efficient biodegrading ability and harmless to humankind.

Exopolysaccharide (EPS) is a biopolymer of differing molecular weight with unique

characteristics and properties, found as hardbound capsular / loosely attached slimy

exopolysaccharide on cell walls of microbes, mainly composed of polysaccharides along

with proteins, uronic acid and nucleic acids. EPS is being used in various industrial and

pharmaceutical purposes, but there is yet a difficulty in commercializing the biopolymers,

due to the slight quantity being produced and downstreaming processes.

The present thesis emphasised on the optimisation of media for higher production

of exopolysaccharide (EPS) from the cultures of study, Bacillus subtilis and

Pseudomonas fluorescens and on the kinetics based on their mechanisms of EPS

production in a batch mode of fermentation.

The bacterial cultures used in the study were isolated from different soil samples

by routine microbiological techniques like morphological identification by staining,

biochemical characterization and through 16S rRNA gene sequencing. The mucoid

cultures were confirmed to be B.subtilis and P.fluorescens. B.subtilis is a Gram positive

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bacterium producing capsular EPS whilst P.fluorescens is a Gram negative bacterium

producing slimy EPS. The fermentation factors affecting the EPS production were

studied to ascertain the nutrient requirements and environmental conditions for

maximizing the yield of EPS.

Medium optimization was carried out hierarchically for both the organisms. The

preliminary screening was one factor at a time approach, which dealt with the effects of

various nutrient sources like carbon, nitrogen, NaCl, minerals, vitamins and aminoacids.

For a cost effective and higher production of EPS, agricultural wastes had been used.

Cane molasses for B.subtilis and rice bran for P.fluorescens, as carbon substrates, had

resulted in maximum yield of EPS.

After the primary study, Response Surface Methodology (RSM) was employed to

statistically optimize the medium components. Firstly, an RSM tool, Plackett- Burman

design was implemented for selecting specifically from the screened nutrients through

one factor at a time method. Secondly, to analyse the concentration of the selected

components through Plackett Burman design, Central Composite design of RSM had

been utilized. Response curves indicated the interactions between the four nutritive

components on the EPS yield. The optimized medium components for an efficient

generation of EPS from B.subtilis were, cane molasses ' 2.36 %, yeast extract ' 0.56 %,

NaCl ' 0.71 % and CaCl2 ' 0.05 %, generating a maximum of 4.98 gL-1

. For producing

EPS from P.fluorescens, the optimized medium was composed of rice bran ' 5.02 %,

peptone ' 0.35 %, NaCl ' 0.51 % and MnCl2 ' 0.074 %, producing a yield of 4.65 gL-1

.

To optimize the environmental parameters, the preliminary screening method of

one factor at a time procedure was performed following which Central Composite design

was experimented. Environmental conditions for fermentations namely pH, temperature,

inoculum concentration and incubation time were considered. Through one factor at a

time, the conditions were defined and statistically optimized. The optimised

environmental parameters for EPS production by B.subtilis were, temperature 35 0C, pH

7, incubation time ' 72 h and inoculum concentration ' 2 %, producing a maximum of

5.59 gL-1

EPS. The fermentation conditions optimized for production of EPS from

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P.fluorescens were, temperature 28 0C, pH 7, incubation time- 48h and inoculum

concentration ' 2 %, yielding 5.29 gL-1

.

An attempt was also made for generating EPS from the cultures used in the study

by fed batch mode of fermentation in shake flasks in still conditions. The study resulted

in yields lesser than the quantity obtained from batch fermentation. Maxima of 2.769 gL-1

of EPS by B.subtilis and 1.167 gL-1

by P.fluorescens were obtained by fed batch

fermentation. Immobilisation technique was also performed to learn its effect on the EPS

production from both cultures. It was observed that this procedure deteriorated the

growth and subsequently the production of EPS. The maximum production of EPS by

B.subtilis was found to be 1.521 gL-1

. In the case of immobilized P.fluorescens, highest

amount of EPS produced was 2.498 gL-1

. From these experiments, it was inferred that

batch mode of cell cultivation and production of EPS apparently be the best fermentation

technique to enhance the yield of biopolymer using the agrowastes under still conditions.

After isolation EPS from the cultures by ethanol precipitation method, the

samples were lyophilized and characterized. The total carbohydrate and protein content

were analysed and the results revealed that the biopolymers obtained from the

microorganisms were majorly polysaccharides with 81.81 % and 84.21 % of

carbohydrates in EPS from B.subtilis and P.fluorescens. Fourier Transform Spectral

analysis of EPS revealed the presence of essential functional groups like hydroxyl,

carboxylate, methoxyl groups. Viscosity of culture broth containing EPS was analyzed,

which increased with the increase in time, after 72 h and 48 h for B.subtilis and

P.fluorescens, the viscosity remained constant. The relative viscosity of the culture broth

indicated that the EPS solutions exhibited a Non Newtonian behavior. Particle size of

EPS from B. subtilis and P.fluorescens ranged between 10-100 µm, which indicated that

the particles could be biodegradable and used in various biological purposes. EPS

samples were checked for their solubility in various solvents and acids. It was observed

that EPS from B.subtilis dissolve only in hot concentrated sulfuric acid when

continuously stirred while EPS from P.fluorescens readily dissolved in hot concentrated

sulfuric acid.

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EPS from the bacterial sources was employed in different activities to learn their

applications. Antioxidant activity was performed for EPS from both cultures. As the

concentration increased the reducing capacity also elevated. The maximum antioxidant

activity of EPS, was at the concentration of 1mg/ml for both systems. EPS from

P.fluorescens exhibited antioxidant activity with a maximum percentage inhibition of

39.98 %, which was comparable with that of reference (27.81 %). EPS from B.subtilis

showed an inhibition activity of 61.19 % which was the highest. The study showed that

the isolated could be an effective antioxidant better than the standard antioxidant. Silver

nanoparticles were synthesized using EPS as the stabilizer and reducing agent. The

nanosilver produced was visually observed and analysed by various techniques like UV

Visible spectroscopy, FTIR spectroscopy, SEM and EDS. The generated nanoparticles

exhibited themselves as potent antibacterial agents and antioxidants.

The kinetic study was performed out to learn the phenomena of substrate

utilization, cellular growth and product formation. EPS production was directly

proportional to the growth of organisms and was found maximum in the exponential

phase. The growth experiments were simulated using MATLAB software and substrate

consumption and product formation were simulated graphically using MS Excel. The

predicted values were in consistent with experimental data. The study confirmed that the

logistic equation for growth kinetics and Luedeking Piret model for substrate utilisation

and product formation model beseemed the experiments.

In conclusion, the capsular EPS from B.subtilis and slimy EPS from

P.fluorescens, though showed disparity in their medium composition and environmental

necessities, and their features exhibited their differences, they produced comparatively

high amount of EPS utilizing respective agrowastes, one of the main perspectives of the

research. The extracted EPS from B.subtilis and P.fluorescens could be potent

alternatives for synthetic polymers and effective pharmaceutical products.