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Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda

Genetically identical cells exposed to homogeneous environment can show remarkable phenotypic difference. To predict how phenotype is shaped, understanding of how each factor contributes is required. During gene expression processes, noise could arise either intrinsically in biochemical processes of...

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Autores principales: Lei, Xue, Tian, Wei, Zhu, Hongyuan, Chen, Tianqi, Ao, Ping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4557085/
https://www.ncbi.nlm.nih.gov/pubmed/26329725
http://dx.doi.org/10.1038/srep13597
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author Lei, Xue
Tian, Wei
Zhu, Hongyuan
Chen, Tianqi
Ao, Ping
author_facet Lei, Xue
Tian, Wei
Zhu, Hongyuan
Chen, Tianqi
Ao, Ping
author_sort Lei, Xue
collection PubMed
description Genetically identical cells exposed to homogeneous environment can show remarkable phenotypic difference. To predict how phenotype is shaped, understanding of how each factor contributes is required. During gene expression processes, noise could arise either intrinsically in biochemical processes of gene expression or extrinsically from other cellular processes such as cell growth. In this work, important noise sources in gene expression of phage λ lysogen are quantified using models described by stochastic differential equations (SDEs). Results show that DNA looping has sophisticated impacts on gene expression noise: When DNA looping provides autorepression, like in wild type, it reduces noise in the system; When the autorepression is defected as it is in certain mutants, DNA looping increases expression noise. We also study how each gene operator affects the expression noise by changing the binding affinity between the gene and the transcription factor systematically. We find that the system shows extraordinarily large noise when the binding affinity is in certain range, which changes the system from monostable to bistable. In addition, we find that cell growth causes non-negligible noise, which increases with gene expression level. Quantification of noise and identification of new noise sources will provide deeper understanding on how stochasticity impacts phenotype.
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spelling pubmed-45570852015-09-11 Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda Lei, Xue Tian, Wei Zhu, Hongyuan Chen, Tianqi Ao, Ping Sci Rep Article Genetically identical cells exposed to homogeneous environment can show remarkable phenotypic difference. To predict how phenotype is shaped, understanding of how each factor contributes is required. During gene expression processes, noise could arise either intrinsically in biochemical processes of gene expression or extrinsically from other cellular processes such as cell growth. In this work, important noise sources in gene expression of phage λ lysogen are quantified using models described by stochastic differential equations (SDEs). Results show that DNA looping has sophisticated impacts on gene expression noise: When DNA looping provides autorepression, like in wild type, it reduces noise in the system; When the autorepression is defected as it is in certain mutants, DNA looping increases expression noise. We also study how each gene operator affects the expression noise by changing the binding affinity between the gene and the transcription factor systematically. We find that the system shows extraordinarily large noise when the binding affinity is in certain range, which changes the system from monostable to bistable. In addition, we find that cell growth causes non-negligible noise, which increases with gene expression level. Quantification of noise and identification of new noise sources will provide deeper understanding on how stochasticity impacts phenotype. Nature Publishing Group 2015-09-02 /pmc/articles/PMC4557085/ /pubmed/26329725 http://dx.doi.org/10.1038/srep13597 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Lei, Xue
Tian, Wei
Zhu, Hongyuan
Chen, Tianqi
Ao, Ping
Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda
title Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda
title_full Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda
title_fullStr Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda
title_full_unstemmed Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda
title_short Biological Sources of Intrinsic and Extrinsic Noise in cI Expression of Lysogenic Phage Lambda
title_sort biological sources of intrinsic and extrinsic noise in ci expression of lysogenic phage lambda
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4557085/
https://www.ncbi.nlm.nih.gov/pubmed/26329725
http://dx.doi.org/10.1038/srep13597
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