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Cellular Growth Arrest and Persistence from Enzyme Saturation

Metabolic efficiency depends on the balance between supply and demand of metabolites, which is sensitive to environmental and physiological fluctuations, or noise, causing shortages or surpluses in the metabolic pipeline. How cells can reliably optimize biomass production in the presence of metaboli...

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Detalles Bibliográficos
Autores principales: Ray, J. Christian J., Wickersheim, Michelle L., Jalihal, Ameya P., Adeshina, Yusuf O., Cooper, Tim F., Balázsi, Gábor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820279/
https://www.ncbi.nlm.nih.gov/pubmed/27010473
http://dx.doi.org/10.1371/journal.pcbi.1004825
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author Ray, J. Christian J.
Wickersheim, Michelle L.
Jalihal, Ameya P.
Adeshina, Yusuf O.
Cooper, Tim F.
Balázsi, Gábor
author_facet Ray, J. Christian J.
Wickersheim, Michelle L.
Jalihal, Ameya P.
Adeshina, Yusuf O.
Cooper, Tim F.
Balázsi, Gábor
author_sort Ray, J. Christian J.
collection PubMed
description Metabolic efficiency depends on the balance between supply and demand of metabolites, which is sensitive to environmental and physiological fluctuations, or noise, causing shortages or surpluses in the metabolic pipeline. How cells can reliably optimize biomass production in the presence of metabolic fluctuations is a fundamental question that has not been fully answered. Here we use mathematical models to predict that enzyme saturation creates distinct regimes of cellular growth, including a phase of growth arrest resulting from toxicity of the metabolic process. Noise can drive entry of single cells into growth arrest while a fast-growing majority sustains the population. We confirmed these predictions by measuring the growth dynamics of Escherichia coli utilizing lactose as a sole carbon source. The predicted heterogeneous growth emerged at high lactose concentrations, and was associated with cell death and production of antibiotic-tolerant persister cells. These results suggest how metabolic networks may balance costs and benefits, with important implications for drug tolerance.
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spelling pubmed-48202792016-04-22 Cellular Growth Arrest and Persistence from Enzyme Saturation Ray, J. Christian J. Wickersheim, Michelle L. Jalihal, Ameya P. Adeshina, Yusuf O. Cooper, Tim F. Balázsi, Gábor PLoS Comput Biol Research Article Metabolic efficiency depends on the balance between supply and demand of metabolites, which is sensitive to environmental and physiological fluctuations, or noise, causing shortages or surpluses in the metabolic pipeline. How cells can reliably optimize biomass production in the presence of metabolic fluctuations is a fundamental question that has not been fully answered. Here we use mathematical models to predict that enzyme saturation creates distinct regimes of cellular growth, including a phase of growth arrest resulting from toxicity of the metabolic process. Noise can drive entry of single cells into growth arrest while a fast-growing majority sustains the population. We confirmed these predictions by measuring the growth dynamics of Escherichia coli utilizing lactose as a sole carbon source. The predicted heterogeneous growth emerged at high lactose concentrations, and was associated with cell death and production of antibiotic-tolerant persister cells. These results suggest how metabolic networks may balance costs and benefits, with important implications for drug tolerance. Public Library of Science 2016-03-24 /pmc/articles/PMC4820279/ /pubmed/27010473 http://dx.doi.org/10.1371/journal.pcbi.1004825 Text en © 2016 Ray 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 (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
Ray, J. Christian J.
Wickersheim, Michelle L.
Jalihal, Ameya P.
Adeshina, Yusuf O.
Cooper, Tim F.
Balázsi, Gábor
Cellular Growth Arrest and Persistence from Enzyme Saturation
title Cellular Growth Arrest and Persistence from Enzyme Saturation
title_full Cellular Growth Arrest and Persistence from Enzyme Saturation
title_fullStr Cellular Growth Arrest and Persistence from Enzyme Saturation
title_full_unstemmed Cellular Growth Arrest and Persistence from Enzyme Saturation
title_short Cellular Growth Arrest and Persistence from Enzyme Saturation
title_sort cellular growth arrest and persistence from enzyme saturation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820279/
https://www.ncbi.nlm.nih.gov/pubmed/27010473
http://dx.doi.org/10.1371/journal.pcbi.1004825
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