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Noise Minimisation in Gene Expression Switches

Gene expression is subject to stochastic variation which leads to fluctuations in the rate of protein production. Recently, a study in yeast at a genomic scale showed that, in some cases, gene expression variability alters phenotypes while, in other cases, these remain unchanged despite fluctuations...

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Detalles Bibliográficos
Autores principales: Monteoliva, Diana, McCarthy, Christina B., Diambra, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3871557/
https://www.ncbi.nlm.nih.gov/pubmed/24376783
http://dx.doi.org/10.1371/journal.pone.0084020
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author Monteoliva, Diana
McCarthy, Christina B.
Diambra, Luis
author_facet Monteoliva, Diana
McCarthy, Christina B.
Diambra, Luis
author_sort Monteoliva, Diana
collection PubMed
description Gene expression is subject to stochastic variation which leads to fluctuations in the rate of protein production. Recently, a study in yeast at a genomic scale showed that, in some cases, gene expression variability alters phenotypes while, in other cases, these remain unchanged despite fluctuations in the expression of other genes. These studies suggested that noise in gene expression is a physiologically relevant trait and, to prevent harmful stochastic variation in the expression levels of some genes, it can be subject to minimisation. However, the mechanisms for noise minimisation are still unclear. In the present work, we analysed how noise expression depends on the architecture of the cis-regulatory system, in particular on the number of regulatory binding sites. Using analytical calculations and stochastic simulations, we found that the fluctuation level in noise expression decreased with the number of regulatory sites when regulatory transcription factors interacted with only one other bound transcription factor. In contrast, we observed that there was an optimal number of binding sites when transcription factors interacted with many bound transcription factors. This finding suggested a new mechanism for preventing large fluctuations in the expression of genes which are sensitive to the concentration of regulators.
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spelling pubmed-38715572013-12-27 Noise Minimisation in Gene Expression Switches Monteoliva, Diana McCarthy, Christina B. Diambra, Luis PLoS One Research Article Gene expression is subject to stochastic variation which leads to fluctuations in the rate of protein production. Recently, a study in yeast at a genomic scale showed that, in some cases, gene expression variability alters phenotypes while, in other cases, these remain unchanged despite fluctuations in the expression of other genes. These studies suggested that noise in gene expression is a physiologically relevant trait and, to prevent harmful stochastic variation in the expression levels of some genes, it can be subject to minimisation. However, the mechanisms for noise minimisation are still unclear. In the present work, we analysed how noise expression depends on the architecture of the cis-regulatory system, in particular on the number of regulatory binding sites. Using analytical calculations and stochastic simulations, we found that the fluctuation level in noise expression decreased with the number of regulatory sites when regulatory transcription factors interacted with only one other bound transcription factor. In contrast, we observed that there was an optimal number of binding sites when transcription factors interacted with many bound transcription factors. This finding suggested a new mechanism for preventing large fluctuations in the expression of genes which are sensitive to the concentration of regulators. Public Library of Science 2013-12-23 /pmc/articles/PMC3871557/ /pubmed/24376783 http://dx.doi.org/10.1371/journal.pone.0084020 Text en © 2013 Monteoliva et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Monteoliva, Diana
McCarthy, Christina B.
Diambra, Luis
Noise Minimisation in Gene Expression Switches
title Noise Minimisation in Gene Expression Switches
title_full Noise Minimisation in Gene Expression Switches
title_fullStr Noise Minimisation in Gene Expression Switches
title_full_unstemmed Noise Minimisation in Gene Expression Switches
title_short Noise Minimisation in Gene Expression Switches
title_sort noise minimisation in gene expression switches
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3871557/
https://www.ncbi.nlm.nih.gov/pubmed/24376783
http://dx.doi.org/10.1371/journal.pone.0084020
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