Cargando…
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...
Autores principales: | , , , , , , , , , , |
---|---|
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 |
_version_ | 1782370361324601344 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4424684 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT takahashihiroki thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT oshimataku thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT hobmanjonl thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT dohertyneil thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT claytonselinar thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT iqbalmudassar thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT hillphilipj thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT tobetoru thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT ogasawaranaotake thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT kanayashigehiko thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT stekeldovj thedynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT takahashihiroki dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT oshimataku dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT hobmanjonl dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT dohertyneil dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT claytonselinar dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT iqbalmudassar dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT hillphilipj dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT tobetoru dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT ogasawaranaotake dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT kanayashigehiko dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress AT stekeldovj dynamicbalanceofimportandexportofzincinescherichiacolisuggestsaheterogeneouspopulationresponsetostress |