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The effect of natural selection on the propagation of protein expression noise to bacterial growth

In bacterial cells, protein expression is a highly stochastic process. Gene expression noise moreover propagates through the cell and adds to fluctuations in the cellular growth rate. A common intuition is that, due to their relatively high noise amplitudes, proteins with a low mean expression level...

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Detalles Bibliográficos
Autores principales: Krah, Laurens H. J., Hermsen, Rutger
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321134/
https://www.ncbi.nlm.nih.gov/pubmed/34280182
http://dx.doi.org/10.1371/journal.pcbi.1009208
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author Krah, Laurens H. J.
Hermsen, Rutger
author_facet Krah, Laurens H. J.
Hermsen, Rutger
author_sort Krah, Laurens H. J.
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description In bacterial cells, protein expression is a highly stochastic process. Gene expression noise moreover propagates through the cell and adds to fluctuations in the cellular growth rate. A common intuition is that, due to their relatively high noise amplitudes, proteins with a low mean expression level are the most important drivers of fluctuations in physiological variables. In this work, we challenge this intuition by considering the effect of natural selection on noise propagation. Mathematically, the contribution of each protein species to the noise in the growth rate depends on two factors: the noise amplitude of the protein’s expression level, and the sensitivity of the growth rate to fluctuations in that protein’s concentration. We argue that natural selection, while shaping mean abundances to increase the mean growth rate, also affects cellular sensitivities. In the limit in which cells grow optimally fast, the growth rate becomes most sensitive to fluctuations in highly abundant proteins. This causes abundant proteins to overall contribute strongly to the noise in the growth rate, despite their low noise levels. We further explore this result in an experimental data set of protein abundances, and test key assumptions in an evolving, stochastic toy model of cellular growth.
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spelling pubmed-83211342021-07-31 The effect of natural selection on the propagation of protein expression noise to bacterial growth Krah, Laurens H. J. Hermsen, Rutger PLoS Comput Biol Research Article In bacterial cells, protein expression is a highly stochastic process. Gene expression noise moreover propagates through the cell and adds to fluctuations in the cellular growth rate. A common intuition is that, due to their relatively high noise amplitudes, proteins with a low mean expression level are the most important drivers of fluctuations in physiological variables. In this work, we challenge this intuition by considering the effect of natural selection on noise propagation. Mathematically, the contribution of each protein species to the noise in the growth rate depends on two factors: the noise amplitude of the protein’s expression level, and the sensitivity of the growth rate to fluctuations in that protein’s concentration. We argue that natural selection, while shaping mean abundances to increase the mean growth rate, also affects cellular sensitivities. In the limit in which cells grow optimally fast, the growth rate becomes most sensitive to fluctuations in highly abundant proteins. This causes abundant proteins to overall contribute strongly to the noise in the growth rate, despite their low noise levels. We further explore this result in an experimental data set of protein abundances, and test key assumptions in an evolving, stochastic toy model of cellular growth. Public Library of Science 2021-07-19 /pmc/articles/PMC8321134/ /pubmed/34280182 http://dx.doi.org/10.1371/journal.pcbi.1009208 Text en © 2021 Krah, Hermsen https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Krah, Laurens H. J.
Hermsen, Rutger
The effect of natural selection on the propagation of protein expression noise to bacterial growth
title The effect of natural selection on the propagation of protein expression noise to bacterial growth
title_full The effect of natural selection on the propagation of protein expression noise to bacterial growth
title_fullStr The effect of natural selection on the propagation of protein expression noise to bacterial growth
title_full_unstemmed The effect of natural selection on the propagation of protein expression noise to bacterial growth
title_short The effect of natural selection on the propagation of protein expression noise to bacterial growth
title_sort effect of natural selection on the propagation of protein expression noise to bacterial growth
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321134/
https://www.ncbi.nlm.nih.gov/pubmed/34280182
http://dx.doi.org/10.1371/journal.pcbi.1009208
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