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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2018
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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. |
format | Online Article Text |
id | pubmed-6233105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
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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