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A Computational Analysis of Stoichiometric Constraints and Trade-Offs in Cyanobacterial Biofuel Production

Cyanobacteria are a promising biological chassis for the synthesis of renewable fuels and chemical bulk commodities. Significant efforts have been devoted to improve the yields of cyanobacterial products. However, while the introduction and heterologous expression of product-forming pathways is ofte...

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Autores principales: Knoop, Henning, Steuer, Ralf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4403605/
https://www.ncbi.nlm.nih.gov/pubmed/25941672
http://dx.doi.org/10.3389/fbioe.2015.00047
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author Knoop, Henning
Steuer, Ralf
author_facet Knoop, Henning
Steuer, Ralf
author_sort Knoop, Henning
collection PubMed
description Cyanobacteria are a promising biological chassis for the synthesis of renewable fuels and chemical bulk commodities. Significant efforts have been devoted to improve the yields of cyanobacterial products. However, while the introduction and heterologous expression of product-forming pathways is often feasible, the interactions and incompatibilities of product synthesis with the host metabolism are still insufficiently understood. In this work, we investigate the stoichiometric properties and trade-offs that underlie cyanobacterial product formation using a computational reconstruction of cyanobacterial metabolism. First, we evaluate the synthesis requirements of a selection of cyanobacterial products of potential biotechnological interest. Second, the large-scale metabolic reconstruction allows us to perform in silico experiments that mimic and predict the metabolic changes that must occur in the transition from a growth-only phenotype to a production-only phenotype. Applied to the synthesis of ethanol, ethylene, and propane, these in silico transition experiments point to bottlenecks and potential modification targets in cyanobacterial metabolism. Our analysis reveals incompatibilities between biotechnological product synthesis and native host metabolism, such as shifts in ATP/NADPH demand and the requirement to reintegrate metabolic by-products. Similar strategies can be employed for a large class of cyanobacterial products to identify potential stoichiometric bottlenecks.
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spelling pubmed-44036052015-05-04 A Computational Analysis of Stoichiometric Constraints and Trade-Offs in Cyanobacterial Biofuel Production Knoop, Henning Steuer, Ralf Front Bioeng Biotechnol Bioengineering and Biotechnology Cyanobacteria are a promising biological chassis for the synthesis of renewable fuels and chemical bulk commodities. Significant efforts have been devoted to improve the yields of cyanobacterial products. However, while the introduction and heterologous expression of product-forming pathways is often feasible, the interactions and incompatibilities of product synthesis with the host metabolism are still insufficiently understood. In this work, we investigate the stoichiometric properties and trade-offs that underlie cyanobacterial product formation using a computational reconstruction of cyanobacterial metabolism. First, we evaluate the synthesis requirements of a selection of cyanobacterial products of potential biotechnological interest. Second, the large-scale metabolic reconstruction allows us to perform in silico experiments that mimic and predict the metabolic changes that must occur in the transition from a growth-only phenotype to a production-only phenotype. Applied to the synthesis of ethanol, ethylene, and propane, these in silico transition experiments point to bottlenecks and potential modification targets in cyanobacterial metabolism. Our analysis reveals incompatibilities between biotechnological product synthesis and native host metabolism, such as shifts in ATP/NADPH demand and the requirement to reintegrate metabolic by-products. Similar strategies can be employed for a large class of cyanobacterial products to identify potential stoichiometric bottlenecks. Frontiers Media S.A. 2015-04-20 /pmc/articles/PMC4403605/ /pubmed/25941672 http://dx.doi.org/10.3389/fbioe.2015.00047 Text en Copyright © 2015 Knoop and Steuer. 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
Knoop, Henning
Steuer, Ralf
A Computational Analysis of Stoichiometric Constraints and Trade-Offs in Cyanobacterial Biofuel Production
title A Computational Analysis of Stoichiometric Constraints and Trade-Offs in Cyanobacterial Biofuel Production
title_full A Computational Analysis of Stoichiometric Constraints and Trade-Offs in Cyanobacterial Biofuel Production
title_fullStr A Computational Analysis of Stoichiometric Constraints and Trade-Offs in Cyanobacterial Biofuel Production
title_full_unstemmed A Computational Analysis of Stoichiometric Constraints and Trade-Offs in Cyanobacterial Biofuel Production
title_short A Computational Analysis of Stoichiometric Constraints and Trade-Offs in Cyanobacterial Biofuel Production
title_sort computational analysis of stoichiometric constraints and trade-offs in cyanobacterial biofuel production
topic Bioengineering and Biotechnology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4403605/
https://www.ncbi.nlm.nih.gov/pubmed/25941672
http://dx.doi.org/10.3389/fbioe.2015.00047
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