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The dynamic balance of import and export of zinc in Escherichia coli suggests a heterogeneous population response to stress

Zinc is essential for life, but toxic in excess. Thus all cells must control their internal zinc concentration. We used a systems approach, alternating rounds of experiments and models, to further elucidate the zinc control systems in Escherichia coli. We measured the response to zinc of the main sp...

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Autores principales: Takahashi, Hiroki, Oshima, Taku, Hobman, Jon L., Doherty, Neil, Clayton, Selina R., Iqbal, Mudassar, Hill, Philip J., Tobe, Toru, Ogasawara, Naotake, Kanaya, Shigehiko, Stekel, Dov J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4424684/
https://www.ncbi.nlm.nih.gov/pubmed/25808337
http://dx.doi.org/10.1098/rsif.2015.0069
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author Takahashi, Hiroki
Oshima, Taku
Hobman, Jon L.
Doherty, Neil
Clayton, Selina R.
Iqbal, Mudassar
Hill, Philip J.
Tobe, Toru
Ogasawara, Naotake
Kanaya, Shigehiko
Stekel, Dov J.
author_facet Takahashi, Hiroki
Oshima, Taku
Hobman, Jon L.
Doherty, Neil
Clayton, Selina R.
Iqbal, Mudassar
Hill, Philip J.
Tobe, Toru
Ogasawara, Naotake
Kanaya, Shigehiko
Stekel, Dov J.
author_sort Takahashi, Hiroki
collection PubMed
description Zinc is essential for life, but toxic in excess. Thus all cells must control their internal zinc concentration. We used a systems approach, alternating rounds of experiments and models, to further elucidate the zinc control systems in Escherichia coli. We measured the response to zinc of the main specific zinc import and export systems in the wild-type, and a series of deletion mutant strains. We interpreted these data with a detailed mathematical model and Bayesian model fitting routines. There are three key findings: first, that alternate, non-inducible importers and exporters are important. Second, that an internal zinc reservoir is essential for maintaining the internal zinc concentration. Third, our data fitting led us to propose that the cells mount a heterogeneous response to zinc: some respond effectively, while others die or stop growing. In a further round of experiments, we demonstrated lower viable cell counts in the mutant strain tested exposed to excess zinc, consistent with this hypothesis. A stochastic model simulation demonstrated considerable fluctuations in the cellular levels of the ZntA exporter protein, reinforcing this proposal. We hypothesize that maintaining population heterogeneity could be a bet-hedging response allowing a population of cells to survive in varied and fluctuating environments.
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spelling pubmed-44246842015-05-20 The dynamic balance of import and export of zinc in Escherichia coli suggests a heterogeneous population response to stress Takahashi, Hiroki Oshima, Taku Hobman, Jon L. Doherty, Neil Clayton, Selina R. Iqbal, Mudassar Hill, Philip J. Tobe, Toru Ogasawara, Naotake Kanaya, Shigehiko Stekel, Dov J. J R Soc Interface Research Articles Zinc is essential for life, but toxic in excess. Thus all cells must control their internal zinc concentration. We used a systems approach, alternating rounds of experiments and models, to further elucidate the zinc control systems in Escherichia coli. We measured the response to zinc of the main specific zinc import and export systems in the wild-type, and a series of deletion mutant strains. We interpreted these data with a detailed mathematical model and Bayesian model fitting routines. There are three key findings: first, that alternate, non-inducible importers and exporters are important. Second, that an internal zinc reservoir is essential for maintaining the internal zinc concentration. Third, our data fitting led us to propose that the cells mount a heterogeneous response to zinc: some respond effectively, while others die or stop growing. In a further round of experiments, we demonstrated lower viable cell counts in the mutant strain tested exposed to excess zinc, consistent with this hypothesis. A stochastic model simulation demonstrated considerable fluctuations in the cellular levels of the ZntA exporter protein, reinforcing this proposal. We hypothesize that maintaining population heterogeneity could be a bet-hedging response allowing a population of cells to survive in varied and fluctuating environments. The Royal Society 2015-05-06 /pmc/articles/PMC4424684/ /pubmed/25808337 http://dx.doi.org/10.1098/rsif.2015.0069 Text en http://creativecommons.org/licenses/by/4.0/ © 2015 The Authors. Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Research Articles
Takahashi, Hiroki
Oshima, Taku
Hobman, Jon L.
Doherty, Neil
Clayton, Selina R.
Iqbal, Mudassar
Hill, Philip J.
Tobe, Toru
Ogasawara, Naotake
Kanaya, Shigehiko
Stekel, Dov J.
The dynamic balance of import and export of zinc in Escherichia coli suggests a heterogeneous population response to stress
title The dynamic balance of import and export of zinc in Escherichia coli suggests a heterogeneous population response to stress
title_full The dynamic balance of import and export of zinc in Escherichia coli suggests a heterogeneous population response to stress
title_fullStr The dynamic balance of import and export of zinc in Escherichia coli suggests a heterogeneous population response to stress
title_full_unstemmed The dynamic balance of import and export of zinc in Escherichia coli suggests a heterogeneous population response to stress
title_short The dynamic balance of import and export of zinc in Escherichia coli suggests a heterogeneous population response to stress
title_sort dynamic balance of import and export of zinc in escherichia coli suggests a heterogeneous population response to stress
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4424684/
https://www.ncbi.nlm.nih.gov/pubmed/25808337
http://dx.doi.org/10.1098/rsif.2015.0069
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