ignasi granero moya - uab barcelonaengineering) targets many locations on the chromosome for...

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Last advances in pathway engineering Metabolic engineering and synthetic biology Ignasi Granero Moya Tutor: Pau Ferrer Alegre What is Pathway engineering? The use of biological knowledge to design or re-design microorganisms’ biochemical pathways to obtain biochemical or biofuels in a more sustainable way. Metabollic engineering Improvement of cellular processes by the modification of specific reactions and functions within the cell, or the introduction on new ones with recombinant DNA technology. Synthetic biology Design and engineering of biologically based parts, novel devices and systems as well as redesigning existing, natural biological systems. Genome Cre-lox inducible system Transcription Promoter strength Toggle switch Sensor-Actuator system Translation Synthetic RBS Riboswitches Protein enhancement Directed evolution de novo design Spatial organisation Substrate channeling Synthetic scaffold Compartimentation Build: MIX & MATCH Design: GOALS & LIMITATIONS Rational design of a synthetic Entner–Doudoroff pathway for improved and controllable NADPH regeneration Chiam Yu Ng, Iman Farasat, Costas D. Maranas & Howard M. Salis. (2015) Test: APPLY Learn: ADJUST & OPTIMIZE Organism: Escherichia coli Goal: NADPH cofactor regenaration rate improvement, which is a rate limiting compound in many anabolic reactions Production of fatty acid-derived oleochemicals and biofuels by synthetic yeast cell factories Yongjin J. Zhou, Nicolaas A. Buijs, Zhiwei Zhu, Jiufu Qin, Verena Siewers & Jens Nielsen. (2016) Organism: Saccharomyces cerevisiae Goal: Free fatty acid production (for alkane and fatty alcohol production) Heterologous enzyme screening for efficient pathway Entner–Doudoroff pathway Zymomonas mobilis heterologous genes Pathway with lower ATP production more exergonic creates a drop-in module RBS library calculator MAGE (multiplex automated genome Engineering) targets many locations on the chromosome for modification in a single cell or across a population of cells Strain screening Coupled to Carotenoid biosynthesis (97% increase) Small expression changes of high turnover enzymes might lead to big changes From basic metabolism to specific product Fatty acid activation and degradation disabled Gene upregulation Heterologous enzyme screening for efficient pathway Integration in the genome Native promoters used Gene deletion screening Failed enzyme fusion (CAR-ADH susbtrate channeling) due to low enzyme activity Pathway monitored and modified to avoid intermediate metabolite accumulation References Ng, C. Y., Farasat, I., Maranas, C. D., & Salis, H. M. (2015). Rational design of a synthetic Entner–Doudoroff pathway for improved and controllable NADPH regeneration. Metabolic Engineering, 29, 86–96. https://doi.org/10.1016/j.ymben.2015.03.001 Zhou, Y. J., Buijs, N. A., Zhu, Z., Qin, J., Siewers, V., & Nielsen, J. (2016). Production of fatty acid-derived oleochemicals and biofuels by synthetic yeast cell factories. Nature Communications, 7(May), 11709. https://doi.org/10.1038/ncomms11709 Figure 1 & 2 are reprinted from Metabolic engineering, Vol. 29, Ng, C. Y., Farasat, I., Maranas, C. D., & Salis, H. M., Rational design of a synthetic Entner–Doudoroff pathway for improved and controllable NADPH regeneration, 86-96, Copyright 2015, with permission of Elsevier. Figure 3 is reprinted from Zhou et al. (2015) under a CC license. 01011010 10100111 01110101 10100011 BIOINFORMATICS DBTL cycle D B T L D T L D B T L B Figure 1 Figure 2 Figure 3

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Page 1: Ignasi Granero Moya - UAB BarcelonaEngineering) targets many locations on the chromosome for modification in a single cell or across a population of cells Strain screening Coupled

Last advances in pathway engineeringMetabolic engineering and synthetic biology

Ignasi Granero MoyaTutor: Pau Ferrer Alegre

What is Pathway engineering?The use of biological knowledge to design or re-design microorganisms’ biochemicalpathways to obtain biochemical or biofuels in a more sustainable way.

Metabollic engineeringImprovement of cellular processes by the modification of specific reactions and functions within the cell, or the introduction on new ones with recombinant DNA technology.

Synthetic biologyDesign and engineering of biologically based parts, novel devices and systems as well as redesigning existing, natural biological systems.

Genome ▪ Cre-lox inducible system

Transcription▪ Promoter strength▪ Toggle switch▪ Sensor-Actuator system

Translation ▪ Synthetic RBS▪ Riboswitches

Protein enhancement ▪ Directed evolution▪ de novo design

Spatial organisation▪ Substrate channeling▪ Synthetic scaffold▪ Compartimentation

Build: MIX & MATCH

Design: GOALS & LIMITATIONS

Rational design of a synthetic Entner–Doudoroff pathway for improved and controllable NADPH regenerationChiam Yu Ng, Iman Farasat, Costas D. Maranas & Howard M. Salis. (2015)

Test: APPLY

Learn: ADJUST & OPTIMIZE

Organism: Escherichia coliGoal: NADPH cofactor regenaration rate improvement, which is a rate limiting compound in many anabolic reactions

Production of fatty acid-derived oleochemicals and biofuels by synthetic yeastcell factoriesYongjin J. Zhou, Nicolaas A. Buijs, Zhiwei Zhu, Jiufu Qin, Verena Siewers & Jens Nielsen. (2016)

Organism: Saccharomyces cerevisiaeGoal: Free fatty acid production (for alkane and fatty alcohol production)

Heterologous enzyme screening for efficient pathway

Entner–Doudoroff pathway Zymomonas mobilis heterologous genes

Pathway with lower ATP production more exergonic

creates a drop-in module

RBS library calculator

MAGE (multiplex automated genome Engineering) targets many locations on the chromosome for modification in a single cell or across a population of cells

Strain screening Coupled to Carotenoid biosynthesis (97% increase)

Small expression changes of high turnover enzymes might

lead to big changes

From basic metabolismto specific product

Fatty acid activationand degradation

disabled

Gene upregulation

Heterologous enzyme screening for efficient

pathway

Integration in the genome

Native promoters used

Gene deletion screening

Failed enzyme fusion(CAR-ADH susbtrate

channeling) due to lowenzyme activity

Pathway monitored andmodified to avoid

intermediate metaboliteaccumulation

ReferencesNg, C. Y., Farasat, I., Maranas, C. D., & Salis, H. M. (2015). Rational design of a synthetic Entner–Doudoroff pathway for improved and controllableNADPH regeneration. Metabolic Engineering, 29, 86–96. https://doi.org/10.1016/j.ymben.2015.03.001

Zhou, Y. J., Buijs, N. A., Zhu, Z., Qin, J., Siewers, V., & Nielsen, J. (2016). Production of fatty acid-derived oleochemicals and biofuels by syntheticyeast cell factories. Nature Communications, 7(May), 11709. https://doi.org/10.1038/ncomms11709

Figure 1 & 2 are reprinted from Metabolic engineering, Vol. 29, Ng, C. Y.,Farasat, I., Maranas, C. D., & Salis, H. M., Rational design of a syntheticEntner–Doudoroff pathway for improved and controllable NADPHregeneration, 86-96, Copyright 2015, with permission of Elsevier.Figure 3 is reprinted from Zhou et al. (2015) under a CC license.

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