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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...

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Autores principales: Hat, Beata, Kochańczyk, Marek, Bogdał, Marta N., Lipniacki, Tomasz
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
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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).
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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
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