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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2018
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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. |
format | Online Article Text |
id | pubmed-5764709 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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