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Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway

The mevalonate pathway is normally found in eukaryotes, and allows for the production of isoprenoids, a useful class of organic compounds. This pathway has been successfully introduced to Escherichia coli, enabling a biosynthetic production route for many isoprenoids. In this paper, we develop and s...

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Autores principales: Dalwadi, Mohit P., Garavaglia, Marco, Webb, Joseph P., King, John R., Minton, Nigel P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5764709/
https://www.ncbi.nlm.nih.gov/pubmed/29199089
http://dx.doi.org/10.1016/j.jtbi.2017.11.022
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author Dalwadi, Mohit P.
Garavaglia, Marco
Webb, Joseph P.
King, John R.
Minton, Nigel P.
author_facet Dalwadi, Mohit P.
Garavaglia, Marco
Webb, Joseph P.
King, John R.
Minton, Nigel P.
author_sort Dalwadi, Mohit P.
collection PubMed
description The mevalonate pathway is normally found in eukaryotes, and allows for the production of isoprenoids, a useful class of organic compounds. This pathway has been successfully introduced to Escherichia coli, enabling a biosynthetic production route for many isoprenoids. In this paper, we develop and solve a mathematical model for the concentration of metabolites in the mevalonate pathway over time, accounting for the loss of acetyl-CoA to other metabolic pathways. Additionally, we successfully test our theoretical predictions experimentally by introducing part of the pathway into Cupriavidus necator. In our model, we exploit the natural separation of time scales as well as of metabolite concentrations to make significant asymptotic progress in understanding the system. We confirm that our asymptotic results agree well with numerical simulations, the former enabling us to predict the most important reactions to increase isopentenyl diphosphate production whilst minimizing the levels of HMG-CoA, which inhibits cell growth. Thus, our mathematical model allows us to recommend the upregulation of certain combinations of enzymes to improve production through the mevalonate pathway.
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spelling pubmed-57647092018-02-14 Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway Dalwadi, Mohit P. Garavaglia, Marco Webb, Joseph P. King, John R. Minton, Nigel P. J Theor Biol Article The mevalonate pathway is normally found in eukaryotes, and allows for the production of isoprenoids, a useful class of organic compounds. This pathway has been successfully introduced to Escherichia coli, enabling a biosynthetic production route for many isoprenoids. In this paper, we develop and solve a mathematical model for the concentration of metabolites in the mevalonate pathway over time, accounting for the loss of acetyl-CoA to other metabolic pathways. Additionally, we successfully test our theoretical predictions experimentally by introducing part of the pathway into Cupriavidus necator. In our model, we exploit the natural separation of time scales as well as of metabolite concentrations to make significant asymptotic progress in understanding the system. We confirm that our asymptotic results agree well with numerical simulations, the former enabling us to predict the most important reactions to increase isopentenyl diphosphate production whilst minimizing the levels of HMG-CoA, which inhibits cell growth. Thus, our mathematical model allows us to recommend the upregulation of certain combinations of enzymes to improve production through the mevalonate pathway. Elsevier 2018-02-14 /pmc/articles/PMC5764709/ /pubmed/29199089 http://dx.doi.org/10.1016/j.jtbi.2017.11.022 Text en © 2017 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Dalwadi, Mohit P.
Garavaglia, Marco
Webb, Joseph P.
King, John R.
Minton, Nigel P.
Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway
title Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway
title_full Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway
title_fullStr Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway
title_full_unstemmed Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway
title_short Applying asymptotic methods to synthetic biology: Modelling the reaction kinetics of the mevalonate pathway
title_sort applying asymptotic methods to synthetic biology: modelling the reaction kinetics of the mevalonate pathway
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5764709/
https://www.ncbi.nlm.nih.gov/pubmed/29199089
http://dx.doi.org/10.1016/j.jtbi.2017.11.022
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