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The Low Noise Limit in Gene Expression

Protein noise measurements are increasingly used to elucidate biophysical parameters. Unfortunately noise analyses are often at odds with directly measured parameters. Here we show that these inconsistencies arise from two problematic analytical choices: (i) the assumption that protein translation r...

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Detalles Bibliográficos
Autores principales: Dar, Roy D., Razooky, Brandon S., Weinberger, Leor S., Cox, Chris D., Simpson, Michael L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619080/
https://www.ncbi.nlm.nih.gov/pubmed/26488303
http://dx.doi.org/10.1371/journal.pone.0140969
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author Dar, Roy D.
Razooky, Brandon S.
Weinberger, Leor S.
Cox, Chris D.
Simpson, Michael L.
author_facet Dar, Roy D.
Razooky, Brandon S.
Weinberger, Leor S.
Cox, Chris D.
Simpson, Michael L.
author_sort Dar, Roy D.
collection PubMed
description Protein noise measurements are increasingly used to elucidate biophysical parameters. Unfortunately noise analyses are often at odds with directly measured parameters. Here we show that these inconsistencies arise from two problematic analytical choices: (i) the assumption that protein translation rate is invariant for different proteins of different abundances, which has inadvertently led to (ii) the assumption that a large constitutive extrinsic noise sets the low noise limit in gene expression. While growing evidence suggests that transcriptional bursting may set the low noise limit, variability in translational bursting has been largely ignored. We show that genome-wide systematic variation in translational efficiency can–and in the case of E. coli does–control the low noise limit in gene expression. Therefore constitutive extrinsic noise is small and only plays a role in the absence of a systematic variation in translational efficiency. These results show the existence of two distinct expression noise patterns: (1) a global noise floor uniformly imposed on all genes by expression bursting; and (2) high noise distributed to only a select group of genes.
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spelling pubmed-46190802015-10-29 The Low Noise Limit in Gene Expression Dar, Roy D. Razooky, Brandon S. Weinberger, Leor S. Cox, Chris D. Simpson, Michael L. PLoS One Research Article Protein noise measurements are increasingly used to elucidate biophysical parameters. Unfortunately noise analyses are often at odds with directly measured parameters. Here we show that these inconsistencies arise from two problematic analytical choices: (i) the assumption that protein translation rate is invariant for different proteins of different abundances, which has inadvertently led to (ii) the assumption that a large constitutive extrinsic noise sets the low noise limit in gene expression. While growing evidence suggests that transcriptional bursting may set the low noise limit, variability in translational bursting has been largely ignored. We show that genome-wide systematic variation in translational efficiency can–and in the case of E. coli does–control the low noise limit in gene expression. Therefore constitutive extrinsic noise is small and only plays a role in the absence of a systematic variation in translational efficiency. These results show the existence of two distinct expression noise patterns: (1) a global noise floor uniformly imposed on all genes by expression bursting; and (2) high noise distributed to only a select group of genes. Public Library of Science 2015-10-21 /pmc/articles/PMC4619080/ /pubmed/26488303 http://dx.doi.org/10.1371/journal.pone.0140969 Text en © 2015 Dar 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
Dar, Roy D.
Razooky, Brandon S.
Weinberger, Leor S.
Cox, Chris D.
Simpson, Michael L.
The Low Noise Limit in Gene Expression
title The Low Noise Limit in Gene Expression
title_full The Low Noise Limit in Gene Expression
title_fullStr The Low Noise Limit in Gene Expression
title_full_unstemmed The Low Noise Limit in Gene Expression
title_short The Low Noise Limit in Gene Expression
title_sort low noise limit in gene expression
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619080/
https://www.ncbi.nlm.nih.gov/pubmed/26488303
http://dx.doi.org/10.1371/journal.pone.0140969
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