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Roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation
The p53 protein is a key mediator of the cellular response to various stress signals. In response to DNA damage, the concentration of p53 can temporally oscillate with fluctuations in both the amplitude and period. The underlying mechanism for p53 variability is not fully understood. Here, we constr...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6458166/ https://www.ncbi.nlm.nih.gov/pubmed/30971810 http://dx.doi.org/10.1038/s41598-019-41904-9 |
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author | Wang, Dao-Guang Wang, Shaobing Huang, Bo Liu, Feng |
author_facet | Wang, Dao-Guang Wang, Shaobing Huang, Bo Liu, Feng |
author_sort | Wang, Dao-Guang |
collection | PubMed |
description | The p53 protein is a key mediator of the cellular response to various stress signals. In response to DNA damage, the concentration of p53 can temporally oscillate with fluctuations in both the amplitude and period. The underlying mechanism for p53 variability is not fully understood. Here, we construct a core regulatory network of p53 dynamics comprising the ATM-p53-Wip1 and p53-Mdm2 negative feedback loops. We dissect the contributions of cellular heterogeneity, intrinsic noise, and multiple forms of extrinsic noise to p53 variability in terms of the coefficients of variation of four quantities. Cellular heterogeneity greatly determines the fraction of oscillating cells among a population of isogenic cells. Intrinsic noise—fluctuation in biochemical reactions–has little impact on p53 variability given large amounts of molecules, whereas extrinsic colored noise with proper strength and correlation time contributes much to oscillatory variability in individual cells. With the three sources of noise combined, our results reproduce the experimental observations, suggesting that the long correlation time of colored noise is essential to p53 variability. Compared with previous studies, the current work reveals both the individual and integrated effects of distinct noise sources on p53 variability. This study provides a framework for exploring the variability in oscillations in cellular signaling pathways. |
format | Online Article Text |
id | pubmed-6458166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-64581662019-04-15 Roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation Wang, Dao-Guang Wang, Shaobing Huang, Bo Liu, Feng Sci Rep Article The p53 protein is a key mediator of the cellular response to various stress signals. In response to DNA damage, the concentration of p53 can temporally oscillate with fluctuations in both the amplitude and period. The underlying mechanism for p53 variability is not fully understood. Here, we construct a core regulatory network of p53 dynamics comprising the ATM-p53-Wip1 and p53-Mdm2 negative feedback loops. We dissect the contributions of cellular heterogeneity, intrinsic noise, and multiple forms of extrinsic noise to p53 variability in terms of the coefficients of variation of four quantities. Cellular heterogeneity greatly determines the fraction of oscillating cells among a population of isogenic cells. Intrinsic noise—fluctuation in biochemical reactions–has little impact on p53 variability given large amounts of molecules, whereas extrinsic colored noise with proper strength and correlation time contributes much to oscillatory variability in individual cells. With the three sources of noise combined, our results reproduce the experimental observations, suggesting that the long correlation time of colored noise is essential to p53 variability. Compared with previous studies, the current work reveals both the individual and integrated effects of distinct noise sources on p53 variability. This study provides a framework for exploring the variability in oscillations in cellular signaling pathways. Nature Publishing Group UK 2019-04-10 /pmc/articles/PMC6458166/ /pubmed/30971810 http://dx.doi.org/10.1038/s41598-019-41904-9 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Wang, Dao-Guang Wang, Shaobing Huang, Bo Liu, Feng Roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation |
title | Roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation |
title_full | Roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation |
title_fullStr | Roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation |
title_full_unstemmed | Roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation |
title_short | Roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation |
title_sort | roles of cellular heterogeneity, intrinsic and extrinsic noise in variability of p53 oscillation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6458166/ https://www.ncbi.nlm.nih.gov/pubmed/30971810 http://dx.doi.org/10.1038/s41598-019-41904-9 |
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