Short Residence Times of DNA-Bound Transcription Factors Can Reduce Gene Expression Noise and Increase the Transmission of Information in a Gene Regulation System

Gene expression noise is not just ubiquitous but also variable, and we still do not understand some of the most elementary factors that affect it. Among them is the residence time of a transcription factor (TF) on DNA, the mean time that a DNA-bound TF remains bound. Here, we use a stochastic model...

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Main Authors: Eugenio Azpeitia, Andreas Wagner
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Molecular Biosciences
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fmolb.2020.00067/full
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spelling doaj-98a79fb270854d7698545b430c73c6702020-11-25T02:54:24ZengFrontiers Media S.A.Frontiers in Molecular Biosciences2296-889X2020-04-01710.3389/fmolb.2020.00067521344Short Residence Times of DNA-Bound Transcription Factors Can Reduce Gene Expression Noise and Increase the Transmission of Information in a Gene Regulation SystemEugenio Azpeitia0Eugenio Azpeitia1Eugenio Azpeitia2Andreas Wagner3Andreas Wagner4Andreas Wagner5Department of Evolutionary Biology and Environmental Studies, University of Zürich, Zurich, SwitzerlandSwiss Institute of Bioinformatics, Lausanne, SwitzerlandCentro de Ciencias Matemáticas, UNAM, Morelia, MexicoDepartment of Evolutionary Biology and Environmental Studies, University of Zürich, Zurich, SwitzerlandSwiss Institute of Bioinformatics, Lausanne, SwitzerlandSanta Fe Institute, Santa Fe, NM, United StatesGene expression noise is not just ubiquitous but also variable, and we still do not understand some of the most elementary factors that affect it. Among them is the residence time of a transcription factor (TF) on DNA, the mean time that a DNA-bound TF remains bound. Here, we use a stochastic model of transcriptional regulation to study how residence time affects the gene expression noise that arises when a TF induces gene expression. We find that the effect of residence time on gene expression noise depends on the TF’s concentration and its affinity to DNA, which determine the level of induction of the gene. At high levels of induction, residence time has no effect on gene expression noise. However, as the level of induction decreases, short residence times reduce gene expression noise. The reason is that fast on-off TF binding dynamics prevent long periods where proteins are predominantly synthesized or degraded, which can cause excessive fluctuations in gene expression. As a consequence, short residence times can help a gene regulation system acquire information about the cellular environment it operates in. Our predictions are consistent with the observation that experimentally measured residence times are usually modest and lie between seconds to minutes.https://www.frontiersin.org/article/10.3389/fmolb.2020.00067/fullresidence timetranscription factor-DNA interactionregulation of gene expressiongene expression noiseInformation acquisitionstochastic processes
collection DOAJ
language English
format Article
sources DOAJ
author Eugenio Azpeitia
Eugenio Azpeitia
Eugenio Azpeitia
Andreas Wagner
Andreas Wagner
Andreas Wagner
spellingShingle Eugenio Azpeitia
Eugenio Azpeitia
Eugenio Azpeitia
Andreas Wagner
Andreas Wagner
Andreas Wagner
Short Residence Times of DNA-Bound Transcription Factors Can Reduce Gene Expression Noise and Increase the Transmission of Information in a Gene Regulation System
Frontiers in Molecular Biosciences
residence time
transcription factor-DNA interaction
regulation of gene expression
gene expression noise
Information acquisition
stochastic processes
author_facet Eugenio Azpeitia
Eugenio Azpeitia
Eugenio Azpeitia
Andreas Wagner
Andreas Wagner
Andreas Wagner
author_sort Eugenio Azpeitia
title Short Residence Times of DNA-Bound Transcription Factors Can Reduce Gene Expression Noise and Increase the Transmission of Information in a Gene Regulation System
title_short Short Residence Times of DNA-Bound Transcription Factors Can Reduce Gene Expression Noise and Increase the Transmission of Information in a Gene Regulation System
title_full Short Residence Times of DNA-Bound Transcription Factors Can Reduce Gene Expression Noise and Increase the Transmission of Information in a Gene Regulation System
title_fullStr Short Residence Times of DNA-Bound Transcription Factors Can Reduce Gene Expression Noise and Increase the Transmission of Information in a Gene Regulation System
title_full_unstemmed Short Residence Times of DNA-Bound Transcription Factors Can Reduce Gene Expression Noise and Increase the Transmission of Information in a Gene Regulation System
title_sort short residence times of dna-bound transcription factors can reduce gene expression noise and increase the transmission of information in a gene regulation system
publisher Frontiers Media S.A.
series Frontiers in Molecular Biosciences
issn 2296-889X
publishDate 2020-04-01
description Gene expression noise is not just ubiquitous but also variable, and we still do not understand some of the most elementary factors that affect it. Among them is the residence time of a transcription factor (TF) on DNA, the mean time that a DNA-bound TF remains bound. Here, we use a stochastic model of transcriptional regulation to study how residence time affects the gene expression noise that arises when a TF induces gene expression. We find that the effect of residence time on gene expression noise depends on the TF’s concentration and its affinity to DNA, which determine the level of induction of the gene. At high levels of induction, residence time has no effect on gene expression noise. However, as the level of induction decreases, short residence times reduce gene expression noise. The reason is that fast on-off TF binding dynamics prevent long periods where proteins are predominantly synthesized or degraded, which can cause excessive fluctuations in gene expression. As a consequence, short residence times can help a gene regulation system acquire information about the cellular environment it operates in. Our predictions are consistent with the observation that experimentally measured residence times are usually modest and lie between seconds to minutes.
topic residence time
transcription factor-DNA interaction
regulation of gene expression
gene expression noise
Information acquisition
stochastic processes
url https://www.frontiersin.org/article/10.3389/fmolb.2020.00067/full
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