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Tipping the Balance: A Criticality Perspective
Cell populations are often characterised by phenotypic heterogeneity in the form of two distinct subpopulations. We consider a model of tumour cells consisting of two subpopulations: non-cancer promoting (NCP) and cancer-promoting (CP). Under steady state conditions, the model has similarities with...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947304/ https://www.ncbi.nlm.nih.gov/pubmed/35327916 http://dx.doi.org/10.3390/e24030405 |
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author | Bose, Indrani |
author_facet | Bose, Indrani |
author_sort | Bose, Indrani |
collection | PubMed |
description | Cell populations are often characterised by phenotypic heterogeneity in the form of two distinct subpopulations. We consider a model of tumour cells consisting of two subpopulations: non-cancer promoting (NCP) and cancer-promoting (CP). Under steady state conditions, the model has similarities with a well-known model of population genetics which exhibits a purely noise-induced transition from unimodality to bimodality at a critical value of the noise intensity [Formula: see text]. The noise is associated with the parameter λ representing the system-environment coupling. In the case of the tumour model, λ has a natural interpretation in terms of the tissue microenvironment which has considerable influence on the phenotypic composition of the tumour. Oncogenic transformations give rise to considerable fluctuations in the parameter. We compute the [Formula: see text] phase diagram in a stochastic setting, drawing analogies between bifurcations and phase transitions. In the region of bimodality, a transition from a state of balance to a state of dominance, in terms of the competing subpopulations, occurs at λ = 0. Away from this point, the NCP (CP) subpopulation becomes dominant as λ changes towards positive (negative) values. The variance of the steady state probability density function as well as two entropic measures provide characteristic signatures at the transition point. |
format | Online Article Text |
id | pubmed-8947304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89473042022-03-25 Tipping the Balance: A Criticality Perspective Bose, Indrani Entropy (Basel) Article Cell populations are often characterised by phenotypic heterogeneity in the form of two distinct subpopulations. We consider a model of tumour cells consisting of two subpopulations: non-cancer promoting (NCP) and cancer-promoting (CP). Under steady state conditions, the model has similarities with a well-known model of population genetics which exhibits a purely noise-induced transition from unimodality to bimodality at a critical value of the noise intensity [Formula: see text]. The noise is associated with the parameter λ representing the system-environment coupling. In the case of the tumour model, λ has a natural interpretation in terms of the tissue microenvironment which has considerable influence on the phenotypic composition of the tumour. Oncogenic transformations give rise to considerable fluctuations in the parameter. We compute the [Formula: see text] phase diagram in a stochastic setting, drawing analogies between bifurcations and phase transitions. In the region of bimodality, a transition from a state of balance to a state of dominance, in terms of the competing subpopulations, occurs at λ = 0. Away from this point, the NCP (CP) subpopulation becomes dominant as λ changes towards positive (negative) values. The variance of the steady state probability density function as well as two entropic measures provide characteristic signatures at the transition point. MDPI 2022-03-14 /pmc/articles/PMC8947304/ /pubmed/35327916 http://dx.doi.org/10.3390/e24030405 Text en © 2022 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bose, Indrani Tipping the Balance: A Criticality Perspective |
title | Tipping the Balance: A Criticality Perspective |
title_full | Tipping the Balance: A Criticality Perspective |
title_fullStr | Tipping the Balance: A Criticality Perspective |
title_full_unstemmed | Tipping the Balance: A Criticality Perspective |
title_short | Tipping the Balance: A Criticality Perspective |
title_sort | tipping the balance: a criticality perspective |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947304/ https://www.ncbi.nlm.nih.gov/pubmed/35327916 http://dx.doi.org/10.3390/e24030405 |
work_keys_str_mv | AT boseindrani tippingthebalanceacriticalityperspective |