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(13)C Metabolic Flux Analysis for Systematic Metabolic Engineering of S. cerevisiae for Overproduction of Fatty Acids

Efficient redirection of microbial metabolism into the abundant production of desired bioproducts remains non-trivial. Here, we used flux-based modeling approaches to improve yields of fatty acids in Saccharomyces cerevisiae. We combined (13)C labeling data with comprehensive genome-scale models to...

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Autores principales: Ghosh, Amit, Ando, David, Gin, Jennifer, Runguphan, Weerawat, Denby, Charles, Wang, George, Baidoo, Edward E. K., Shymansky, Chris, Keasling, Jay D., García Martín, Héctor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5050205/
https://www.ncbi.nlm.nih.gov/pubmed/27761435
http://dx.doi.org/10.3389/fbioe.2016.00076
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author Ghosh, Amit
Ando, David
Gin, Jennifer
Runguphan, Weerawat
Denby, Charles
Wang, George
Baidoo, Edward E. K.
Shymansky, Chris
Keasling, Jay D.
García Martín, Héctor
author_facet Ghosh, Amit
Ando, David
Gin, Jennifer
Runguphan, Weerawat
Denby, Charles
Wang, George
Baidoo, Edward E. K.
Shymansky, Chris
Keasling, Jay D.
García Martín, Héctor
author_sort Ghosh, Amit
collection PubMed
description Efficient redirection of microbial metabolism into the abundant production of desired bioproducts remains non-trivial. Here, we used flux-based modeling approaches to improve yields of fatty acids in Saccharomyces cerevisiae. We combined (13)C labeling data with comprehensive genome-scale models to shed light onto microbial metabolism and improve metabolic engineering efforts. We concentrated on studying the balance of acetyl-CoA, a precursor metabolite for the biosynthesis of fatty acids. A genome-wide acetyl-CoA balance study showed ATP citrate lyase from Yarrowia lipolytica as a robust source of cytoplasmic acetyl-CoA and malate synthase as a desirable target for downregulation in terms of acetyl-CoA consumption. These genetic modifications were applied to S. cerevisiae WRY2, a strain that is capable of producing 460 mg/L of free fatty acids. With the addition of ATP citrate lyase and downregulation of malate synthase, the engineered strain produced 26% more free fatty acids. Further increases in free fatty acid production of 33% were obtained by knocking out the cytoplasmic glycerol-3-phosphate dehydrogenase, which flux analysis had shown was competing for carbon flux upstream with the carbon flux through the acetyl-CoA production pathway in the cytoplasm. In total, the genetic interventions applied in this work increased fatty acid production by ~70%.
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spelling pubmed-50502052016-10-19 (13)C Metabolic Flux Analysis for Systematic Metabolic Engineering of S. cerevisiae for Overproduction of Fatty Acids Ghosh, Amit Ando, David Gin, Jennifer Runguphan, Weerawat Denby, Charles Wang, George Baidoo, Edward E. K. Shymansky, Chris Keasling, Jay D. García Martín, Héctor Front Bioeng Biotechnol Bioengineering and Biotechnology Efficient redirection of microbial metabolism into the abundant production of desired bioproducts remains non-trivial. Here, we used flux-based modeling approaches to improve yields of fatty acids in Saccharomyces cerevisiae. We combined (13)C labeling data with comprehensive genome-scale models to shed light onto microbial metabolism and improve metabolic engineering efforts. We concentrated on studying the balance of acetyl-CoA, a precursor metabolite for the biosynthesis of fatty acids. A genome-wide acetyl-CoA balance study showed ATP citrate lyase from Yarrowia lipolytica as a robust source of cytoplasmic acetyl-CoA and malate synthase as a desirable target for downregulation in terms of acetyl-CoA consumption. These genetic modifications were applied to S. cerevisiae WRY2, a strain that is capable of producing 460 mg/L of free fatty acids. With the addition of ATP citrate lyase and downregulation of malate synthase, the engineered strain produced 26% more free fatty acids. Further increases in free fatty acid production of 33% were obtained by knocking out the cytoplasmic glycerol-3-phosphate dehydrogenase, which flux analysis had shown was competing for carbon flux upstream with the carbon flux through the acetyl-CoA production pathway in the cytoplasm. In total, the genetic interventions applied in this work increased fatty acid production by ~70%. Frontiers Media S.A. 2016-10-05 /pmc/articles/PMC5050205/ /pubmed/27761435 http://dx.doi.org/10.3389/fbioe.2016.00076 Text en Copyright © 2016 Ghosh, Ando, Gin, Runguphan, Denby, Wang, Baidoo, Shymansky, Keasling and García Martín. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Bioengineering and Biotechnology
Ghosh, Amit
Ando, David
Gin, Jennifer
Runguphan, Weerawat
Denby, Charles
Wang, George
Baidoo, Edward E. K.
Shymansky, Chris
Keasling, Jay D.
García Martín, Héctor
(13)C Metabolic Flux Analysis for Systematic Metabolic Engineering of S. cerevisiae for Overproduction of Fatty Acids
title (13)C Metabolic Flux Analysis for Systematic Metabolic Engineering of S. cerevisiae for Overproduction of Fatty Acids
title_full (13)C Metabolic Flux Analysis for Systematic Metabolic Engineering of S. cerevisiae for Overproduction of Fatty Acids
title_fullStr (13)C Metabolic Flux Analysis for Systematic Metabolic Engineering of S. cerevisiae for Overproduction of Fatty Acids
title_full_unstemmed (13)C Metabolic Flux Analysis for Systematic Metabolic Engineering of S. cerevisiae for Overproduction of Fatty Acids
title_short (13)C Metabolic Flux Analysis for Systematic Metabolic Engineering of S. cerevisiae for Overproduction of Fatty Acids
title_sort (13)c metabolic flux analysis for systematic metabolic engineering of s. cerevisiae for overproduction of fatty acids
topic Bioengineering and Biotechnology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5050205/
https://www.ncbi.nlm.nih.gov/pubmed/27761435
http://dx.doi.org/10.3389/fbioe.2016.00076
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