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Multiscale effects of heating and cooling on genes and gene networks

Most organisms must cope with temperature changes. This involves genes and gene networks both as subjects and agents of cellular protection, creating difficulties in understanding. Here, we study how heating and cooling affect expression of single genes and synthetic gene circuits in Saccharomyces c...

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Detalles Bibliográficos
Autores principales: Charlebois, Daniel A., Hauser, Kevin, Marshall, Sylvia, Balázsi, Gábor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6233105/
https://www.ncbi.nlm.nih.gov/pubmed/30341217
http://dx.doi.org/10.1073/pnas.1810858115
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author Charlebois, Daniel A.
Hauser, Kevin
Marshall, Sylvia
Balázsi, Gábor
author_facet Charlebois, Daniel A.
Hauser, Kevin
Marshall, Sylvia
Balázsi, Gábor
author_sort Charlebois, Daniel A.
collection PubMed
description Most organisms must cope with temperature changes. This involves genes and gene networks both as subjects and agents of cellular protection, creating difficulties in understanding. Here, we study how heating and cooling affect expression of single genes and synthetic gene circuits in Saccharomyces cerevisiae. We discovered that nonoptimal temperatures induce a cell fate choice between stress resistance and growth arrest. This creates dramatic gene expression bimodality in isogenic cell populations, as arrest abolishes gene expression. Multiscale models incorporating population dynamics, temperature-dependent growth rates, and Arrhenius scaling of reaction rates captured the effects of cooling, but not those of heating in resistant cells. Molecular-dynamics simulations revealed how heating alters the conformational dynamics of the TetR repressor, fully explaining the experimental observations. Overall, nonoptimal temperatures induce a cell fate decision and corrupt gene and gene network function in computationally predictable ways, which may aid future applications of engineered microbes in nonstandard temperatures.
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spelling pubmed-62331052018-11-14 Multiscale effects of heating and cooling on genes and gene networks Charlebois, Daniel A. Hauser, Kevin Marshall, Sylvia Balázsi, Gábor Proc Natl Acad Sci U S A PNAS Plus Most organisms must cope with temperature changes. This involves genes and gene networks both as subjects and agents of cellular protection, creating difficulties in understanding. Here, we study how heating and cooling affect expression of single genes and synthetic gene circuits in Saccharomyces cerevisiae. We discovered that nonoptimal temperatures induce a cell fate choice between stress resistance and growth arrest. This creates dramatic gene expression bimodality in isogenic cell populations, as arrest abolishes gene expression. Multiscale models incorporating population dynamics, temperature-dependent growth rates, and Arrhenius scaling of reaction rates captured the effects of cooling, but not those of heating in resistant cells. Molecular-dynamics simulations revealed how heating alters the conformational dynamics of the TetR repressor, fully explaining the experimental observations. Overall, nonoptimal temperatures induce a cell fate decision and corrupt gene and gene network function in computationally predictable ways, which may aid future applications of engineered microbes in nonstandard temperatures. National Academy of Sciences 2018-11-06 2018-10-19 /pmc/articles/PMC6233105/ /pubmed/30341217 http://dx.doi.org/10.1073/pnas.1810858115 Text en Copyright © 2018 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle PNAS Plus
Charlebois, Daniel A.
Hauser, Kevin
Marshall, Sylvia
Balázsi, Gábor
Multiscale effects of heating and cooling on genes and gene networks
title Multiscale effects of heating and cooling on genes and gene networks
title_full Multiscale effects of heating and cooling on genes and gene networks
title_fullStr Multiscale effects of heating and cooling on genes and gene networks
title_full_unstemmed Multiscale effects of heating and cooling on genes and gene networks
title_short Multiscale effects of heating and cooling on genes and gene networks
title_sort multiscale effects of heating and cooling on genes and gene networks
topic PNAS Plus
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6233105/
https://www.ncbi.nlm.nih.gov/pubmed/30341217
http://dx.doi.org/10.1073/pnas.1810858115
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