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Synthetic and systems biology for microbial production of commodity chemicals

The combination of synthetic and systems biology is a powerful framework to study fundamental questions in biology and produce chemicals of immediate practical application such as biofuels, polymers, or therapeutics. However, we cannot yet engineer biological systems as easily and precisely as we en...

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Autores principales: Chubukov, Victor, Mukhopadhyay, Aindrila, Petzold, Christopher J, Keasling, Jay D, Martín, Héctor García
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5516863/
https://www.ncbi.nlm.nih.gov/pubmed/28725470
http://dx.doi.org/10.1038/npjsba.2016.9
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author Chubukov, Victor
Mukhopadhyay, Aindrila
Petzold, Christopher J
Keasling, Jay D
Martín, Héctor García
author_facet Chubukov, Victor
Mukhopadhyay, Aindrila
Petzold, Christopher J
Keasling, Jay D
Martín, Héctor García
author_sort Chubukov, Victor
collection PubMed
description The combination of synthetic and systems biology is a powerful framework to study fundamental questions in biology and produce chemicals of immediate practical application such as biofuels, polymers, or therapeutics. However, we cannot yet engineer biological systems as easily and precisely as we engineer physical systems. In this review, we describe the path from the choice of target molecule to scaling production up to commercial volumes. We present and explain some of the current challenges and gaps in our knowledge that must be overcome in order to bring our bioengineering capabilities to the level of other engineering disciplines. Challenges start at molecule selection, where a difficult balance between economic potential and biological feasibility must be struck. Pathway design and construction have recently been revolutionized by next-generation sequencing and exponentially improving DNA synthesis capabilities. Although pathway optimization can be significantly aided by enzyme expression characterization through proteomics, choosing optimal relative protein expression levels for maximum production is still the subject of heuristic, non-systematic approaches. Toxic metabolic intermediates and proteins can significantly affect production, and dynamic pathway regulation emerges as a powerful but yet immature tool to prevent it. Host engineering arises as a much needed complement to pathway engineering for high bioproduct yields; and systems biology approaches such as stoichiometric modeling or growth coupling strategies are required. A final, and often underestimated, challenge is the successful scale up of processes to commercial volumes. Sustained efforts in improving reproducibility and predictability are needed for further development of bioengineering.
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spelling pubmed-55168632017-07-19 Synthetic and systems biology for microbial production of commodity chemicals Chubukov, Victor Mukhopadhyay, Aindrila Petzold, Christopher J Keasling, Jay D Martín, Héctor García NPJ Syst Biol Appl Review Article The combination of synthetic and systems biology is a powerful framework to study fundamental questions in biology and produce chemicals of immediate practical application such as biofuels, polymers, or therapeutics. However, we cannot yet engineer biological systems as easily and precisely as we engineer physical systems. In this review, we describe the path from the choice of target molecule to scaling production up to commercial volumes. We present and explain some of the current challenges and gaps in our knowledge that must be overcome in order to bring our bioengineering capabilities to the level of other engineering disciplines. Challenges start at molecule selection, where a difficult balance between economic potential and biological feasibility must be struck. Pathway design and construction have recently been revolutionized by next-generation sequencing and exponentially improving DNA synthesis capabilities. Although pathway optimization can be significantly aided by enzyme expression characterization through proteomics, choosing optimal relative protein expression levels for maximum production is still the subject of heuristic, non-systematic approaches. Toxic metabolic intermediates and proteins can significantly affect production, and dynamic pathway regulation emerges as a powerful but yet immature tool to prevent it. Host engineering arises as a much needed complement to pathway engineering for high bioproduct yields; and systems biology approaches such as stoichiometric modeling or growth coupling strategies are required. A final, and often underestimated, challenge is the successful scale up of processes to commercial volumes. Sustained efforts in improving reproducibility and predictability are needed for further development of bioengineering. Nature Publishing Group 2016-04-07 /pmc/articles/PMC5516863/ /pubmed/28725470 http://dx.doi.org/10.1038/npjsba.2016.9 Text en Copyright © 2016 The Systems Biology Institute/Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Review Article
Chubukov, Victor
Mukhopadhyay, Aindrila
Petzold, Christopher J
Keasling, Jay D
Martín, Héctor García
Synthetic and systems biology for microbial production of commodity chemicals
title Synthetic and systems biology for microbial production of commodity chemicals
title_full Synthetic and systems biology for microbial production of commodity chemicals
title_fullStr Synthetic and systems biology for microbial production of commodity chemicals
title_full_unstemmed Synthetic and systems biology for microbial production of commodity chemicals
title_short Synthetic and systems biology for microbial production of commodity chemicals
title_sort synthetic and systems biology for microbial production of commodity chemicals
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5516863/
https://www.ncbi.nlm.nih.gov/pubmed/28725470
http://dx.doi.org/10.1038/npjsba.2016.9
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