Temporal precision of regulated gene expression.

Important cellular processes such as migration, differentiation, and development often rely on precise timing. Yet, the molecular machinery that regulates timing is inherently noisy. How do cells achieve precise timing with noisy components? We investigate this question using a first-passage-time ap...

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Main Authors: Shivam Gupta, Julien Varennes, Hendrik C Korswagen, Andrew Mugler
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-06-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5991653?pdf=render
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spelling doaj-ccdda93069f645c0a9c314195bf1631d2020-11-25T02:12:16ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582018-06-01146e100620110.1371/journal.pcbi.1006201Temporal precision of regulated gene expression.Shivam GuptaJulien VarennesHendrik C KorswagenAndrew MuglerImportant cellular processes such as migration, differentiation, and development often rely on precise timing. Yet, the molecular machinery that regulates timing is inherently noisy. How do cells achieve precise timing with noisy components? We investigate this question using a first-passage-time approach, for an event triggered by a molecule that crosses an abundance threshold and that is regulated by either an accumulating activator or a diminishing repressor. We find that either activation or repression outperforms an unregulated strategy. The optimal regulation corresponds to a nonlinear increase in the amount of the target molecule over time, arises from a tradeoff between minimizing the timing noise of the regulator and that of the target molecule itself, and is robust to additional effects such as bursts and cell division. Our results are in quantitative agreement with the nonlinear increase and low noise of mig-1 gene expression in migrating neuroblast cells during Caenorhabditis elegans development. These findings suggest that dynamic regulation may be a simple and powerful strategy for precise cellular timing.http://europepmc.org/articles/PMC5991653?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Shivam Gupta
Julien Varennes
Hendrik C Korswagen
Andrew Mugler
spellingShingle Shivam Gupta
Julien Varennes
Hendrik C Korswagen
Andrew Mugler
Temporal precision of regulated gene expression.
PLoS Computational Biology
author_facet Shivam Gupta
Julien Varennes
Hendrik C Korswagen
Andrew Mugler
author_sort Shivam Gupta
title Temporal precision of regulated gene expression.
title_short Temporal precision of regulated gene expression.
title_full Temporal precision of regulated gene expression.
title_fullStr Temporal precision of regulated gene expression.
title_full_unstemmed Temporal precision of regulated gene expression.
title_sort temporal precision of regulated gene expression.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2018-06-01
description Important cellular processes such as migration, differentiation, and development often rely on precise timing. Yet, the molecular machinery that regulates timing is inherently noisy. How do cells achieve precise timing with noisy components? We investigate this question using a first-passage-time approach, for an event triggered by a molecule that crosses an abundance threshold and that is regulated by either an accumulating activator or a diminishing repressor. We find that either activation or repression outperforms an unregulated strategy. The optimal regulation corresponds to a nonlinear increase in the amount of the target molecule over time, arises from a tradeoff between minimizing the timing noise of the regulator and that of the target molecule itself, and is robust to additional effects such as bursts and cell division. Our results are in quantitative agreement with the nonlinear increase and low noise of mig-1 gene expression in migrating neuroblast cells during Caenorhabditis elegans development. These findings suggest that dynamic regulation may be a simple and powerful strategy for precise cellular timing.
url http://europepmc.org/articles/PMC5991653?pdf=render
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AT julienvarennes temporalprecisionofregulatedgeneexpression
AT hendrikckorswagen temporalprecisionofregulatedgeneexpression
AT andrewmugler temporalprecisionofregulatedgeneexpression
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