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A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth
The specific consumption rate of substrate, as well as the associated specific growth rate, is an essential parameter in the mathematical description of substrate-limited microbial growth. In this paper we develop a completely new kinetic model of substrate transport, based on recent knowledge on th...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5302816/ https://www.ncbi.nlm.nih.gov/pubmed/28187189 http://dx.doi.org/10.1371/journal.pone.0171717 |
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author | Arranz, F. J. Peinado, J. M. |
author_facet | Arranz, F. J. Peinado, J. M. |
author_sort | Arranz, F. J. |
collection | PubMed |
description | The specific consumption rate of substrate, as well as the associated specific growth rate, is an essential parameter in the mathematical description of substrate-limited microbial growth. In this paper we develop a completely new kinetic model of substrate transport, based on recent knowledge on the structural biology of transport proteins, which correctly describes very accurate experimental results at near-zero substrate concentration values found in the literature, where the widespread Michaelis-Menten model fails. Additionally, our model converges asymptotically to Michaelis-Menten predictions as substrate concentration increases. Instead of the single active site enzymatic reaction of Michaelis-Menten type, the proposed model assumes a multi-site kinetics, simplified as an apparent all-or-none mechanism for the transport, which is controlled by means of the local substrate concentration in the close vicinity of the transport protein. Besides, the model also assumes that this local concentration is not equal to the mean substrate concentration experimentally determined in the culture medium. Instead, we propose that it fluctuates with a mostly exponential distribution of Weibull type. |
format | Online Article Text |
id | pubmed-5302816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-53028162017-02-28 A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth Arranz, F. J. Peinado, J. M. PLoS One Research Article The specific consumption rate of substrate, as well as the associated specific growth rate, is an essential parameter in the mathematical description of substrate-limited microbial growth. In this paper we develop a completely new kinetic model of substrate transport, based on recent knowledge on the structural biology of transport proteins, which correctly describes very accurate experimental results at near-zero substrate concentration values found in the literature, where the widespread Michaelis-Menten model fails. Additionally, our model converges asymptotically to Michaelis-Menten predictions as substrate concentration increases. Instead of the single active site enzymatic reaction of Michaelis-Menten type, the proposed model assumes a multi-site kinetics, simplified as an apparent all-or-none mechanism for the transport, which is controlled by means of the local substrate concentration in the close vicinity of the transport protein. Besides, the model also assumes that this local concentration is not equal to the mean substrate concentration experimentally determined in the culture medium. Instead, we propose that it fluctuates with a mostly exponential distribution of Weibull type. Public Library of Science 2017-02-10 /pmc/articles/PMC5302816/ /pubmed/28187189 http://dx.doi.org/10.1371/journal.pone.0171717 Text en © 2017 Arranz, Peinado http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Arranz, F. J. Peinado, J. M. A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth |
title | A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth |
title_full | A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth |
title_fullStr | A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth |
title_full_unstemmed | A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth |
title_short | A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth |
title_sort | mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5302816/ https://www.ncbi.nlm.nih.gov/pubmed/28187189 http://dx.doi.org/10.1371/journal.pone.0171717 |
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