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Is Transcriptional Regulation of Metabolic Pathways an Optimal Strategy for Fitness?

BACKGROUND: Transcriptional regulation of the genes in metabolic pathways is a highly successful strategy, which is virtually universal in microorganisms. The lac operon of E. coli is but one example of how enzyme and transporter production can be made conditional on the presence of a nutrient to ca...

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Detalles Bibliográficos
Autores principales: Troein, Carl, Ahrén, Dag, Krogh, Morten, Peterson, Carsten
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1959122/
https://www.ncbi.nlm.nih.gov/pubmed/17786226
http://dx.doi.org/10.1371/journal.pone.0000855
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author Troein, Carl
Ahrén, Dag
Krogh, Morten
Peterson, Carsten
author_facet Troein, Carl
Ahrén, Dag
Krogh, Morten
Peterson, Carsten
author_sort Troein, Carl
collection PubMed
description BACKGROUND: Transcriptional regulation of the genes in metabolic pathways is a highly successful strategy, which is virtually universal in microorganisms. The lac operon of E. coli is but one example of how enzyme and transporter production can be made conditional on the presence of a nutrient to catabolize. METHODOLOGY: With a minimalist model of metabolism, cell growth and transcriptional regulation in a microorganism, we explore how the interaction between environmental conditions and gene regulation set the growth rate of cells in the phase of exponential growth. This in silico model, which is based on biochemical rate equations, does not describe a specific organism, but the magnitudes of its parameters are chosen to match realistic values. Optimizing the parameters of the regulatory system allows us to quantify the fitness benefit of regulation. When a second nutrient and its metabolic pathway are introduced, the system must further decide whether and how to activate both pathways. CONCLUSIONS: Even the crudest transcriptional network is shown to substantially increase the fitness of the organism, and this effect persists even when the range of nutrient levels is kept very narrow. We show that maximal growth is achieved when pathway activation is a more or less steeply graded function of the nutrient concentration. Furthermore, we predict that bistability of the system is a rare phenomenon in this context, but outline a situation where it may be selected for.
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spelling pubmed-19591222007-09-05 Is Transcriptional Regulation of Metabolic Pathways an Optimal Strategy for Fitness? Troein, Carl Ahrén, Dag Krogh, Morten Peterson, Carsten PLoS One Research Article BACKGROUND: Transcriptional regulation of the genes in metabolic pathways is a highly successful strategy, which is virtually universal in microorganisms. The lac operon of E. coli is but one example of how enzyme and transporter production can be made conditional on the presence of a nutrient to catabolize. METHODOLOGY: With a minimalist model of metabolism, cell growth and transcriptional regulation in a microorganism, we explore how the interaction between environmental conditions and gene regulation set the growth rate of cells in the phase of exponential growth. This in silico model, which is based on biochemical rate equations, does not describe a specific organism, but the magnitudes of its parameters are chosen to match realistic values. Optimizing the parameters of the regulatory system allows us to quantify the fitness benefit of regulation. When a second nutrient and its metabolic pathway are introduced, the system must further decide whether and how to activate both pathways. CONCLUSIONS: Even the crudest transcriptional network is shown to substantially increase the fitness of the organism, and this effect persists even when the range of nutrient levels is kept very narrow. We show that maximal growth is achieved when pathway activation is a more or less steeply graded function of the nutrient concentration. Furthermore, we predict that bistability of the system is a rare phenomenon in this context, but outline a situation where it may be selected for. Public Library of Science 2007-09-05 /pmc/articles/PMC1959122/ /pubmed/17786226 http://dx.doi.org/10.1371/journal.pone.0000855 Text en Troein et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Troein, Carl
Ahrén, Dag
Krogh, Morten
Peterson, Carsten
Is Transcriptional Regulation of Metabolic Pathways an Optimal Strategy for Fitness?
title Is Transcriptional Regulation of Metabolic Pathways an Optimal Strategy for Fitness?
title_full Is Transcriptional Regulation of Metabolic Pathways an Optimal Strategy for Fitness?
title_fullStr Is Transcriptional Regulation of Metabolic Pathways an Optimal Strategy for Fitness?
title_full_unstemmed Is Transcriptional Regulation of Metabolic Pathways an Optimal Strategy for Fitness?
title_short Is Transcriptional Regulation of Metabolic Pathways an Optimal Strategy for Fitness?
title_sort is transcriptional regulation of metabolic pathways an optimal strategy for fitness?
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1959122/
https://www.ncbi.nlm.nih.gov/pubmed/17786226
http://dx.doi.org/10.1371/journal.pone.0000855
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