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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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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. |
format | Online Article Text |
id | pubmed-4557085 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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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