Cargando…
Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System
The p53 transcription factor is a regulator of key cellular processes including DNA repair, cell cycle arrest, and apoptosis. In this theoretical study, we investigate how the complex circuitry of the p53 network allows for stochastic yet unambiguous cell fate decision-making. The proposed Markov ch...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4771203/ https://www.ncbi.nlm.nih.gov/pubmed/26928575 http://dx.doi.org/10.1371/journal.pcbi.1004787 |
_version_ | 1782418383741911040 |
---|---|
author | Hat, Beata Kochańczyk, Marek Bogdał, Marta N. Lipniacki, Tomasz |
author_facet | Hat, Beata Kochańczyk, Marek Bogdał, Marta N. Lipniacki, Tomasz |
author_sort | Hat, Beata |
collection | PubMed |
description | The p53 transcription factor is a regulator of key cellular processes including DNA repair, cell cycle arrest, and apoptosis. In this theoretical study, we investigate how the complex circuitry of the p53 network allows for stochastic yet unambiguous cell fate decision-making. The proposed Markov chain model consists of the regulatory core and two subordinated bistable modules responsible for cell cycle arrest and apoptosis. The regulatory core is controlled by two negative feedback loops (regulated by Mdm2 and Wip1) responsible for oscillations, and two antagonistic positive feedback loops (regulated by phosphatases Wip1 and PTEN) responsible for bistability. By means of bifurcation analysis of the deterministic approximation we capture the recurrent solutions (i.e., steady states and limit cycles) that delineate temporal responses of the stochastic system. Direct switching from the limit-cycle oscillations to the “apoptotic” steady state is enabled by the existence of a subcritical Neimark—Sacker bifurcation in which the limit cycle loses its stability by merging with an unstable invariant torus. Our analysis provides an explanation why cancer cell lines known to have vastly diverse expression levels of Wip1 and PTEN exhibit a broad spectrum of responses to DNA damage: from a fast transition to a high level of p53 killer (a p53 phosphoform which promotes commitment to apoptosis) in cells characterized by high PTEN and low Wip1 levels to long-lasting p53 level oscillations in cells having PTEN promoter methylated (as in, e.g., MCF-7 cell line). |
format | Online Article Text |
id | pubmed-4771203 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-47712032016-03-07 Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System Hat, Beata Kochańczyk, Marek Bogdał, Marta N. Lipniacki, Tomasz PLoS Comput Biol Research Article The p53 transcription factor is a regulator of key cellular processes including DNA repair, cell cycle arrest, and apoptosis. In this theoretical study, we investigate how the complex circuitry of the p53 network allows for stochastic yet unambiguous cell fate decision-making. The proposed Markov chain model consists of the regulatory core and two subordinated bistable modules responsible for cell cycle arrest and apoptosis. The regulatory core is controlled by two negative feedback loops (regulated by Mdm2 and Wip1) responsible for oscillations, and two antagonistic positive feedback loops (regulated by phosphatases Wip1 and PTEN) responsible for bistability. By means of bifurcation analysis of the deterministic approximation we capture the recurrent solutions (i.e., steady states and limit cycles) that delineate temporal responses of the stochastic system. Direct switching from the limit-cycle oscillations to the “apoptotic” steady state is enabled by the existence of a subcritical Neimark—Sacker bifurcation in which the limit cycle loses its stability by merging with an unstable invariant torus. Our analysis provides an explanation why cancer cell lines known to have vastly diverse expression levels of Wip1 and PTEN exhibit a broad spectrum of responses to DNA damage: from a fast transition to a high level of p53 killer (a p53 phosphoform which promotes commitment to apoptosis) in cells characterized by high PTEN and low Wip1 levels to long-lasting p53 level oscillations in cells having PTEN promoter methylated (as in, e.g., MCF-7 cell line). Public Library of Science 2016-02-29 /pmc/articles/PMC4771203/ /pubmed/26928575 http://dx.doi.org/10.1371/journal.pcbi.1004787 Text en © 2016 Hat et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Hat, Beata Kochańczyk, Marek Bogdał, Marta N. Lipniacki, Tomasz Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System |
title | Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System |
title_full | Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System |
title_fullStr | Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System |
title_full_unstemmed | Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System |
title_short | Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System |
title_sort | feedbacks, bifurcations, and cell fate decision-making in the p53 system |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4771203/ https://www.ncbi.nlm.nih.gov/pubmed/26928575 http://dx.doi.org/10.1371/journal.pcbi.1004787 |
work_keys_str_mv | AT hatbeata feedbacksbifurcationsandcellfatedecisionmakinginthep53system AT kochanczykmarek feedbacksbifurcationsandcellfatedecisionmakinginthep53system AT bogdałmartan feedbacksbifurcationsandcellfatedecisionmakinginthep53system AT lipniackitomasz feedbacksbifurcationsandcellfatedecisionmakinginthep53system |