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Stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations
In this paper, we perform a mathematical analysis of our proposed nonlinear, multiscale mathematical model of physiologically structured quiescent and proliferating cell populations at the macroscale and cell-cycle proteins at the microscale. Cell cycle dynamics (microscale) are driven by growth fac...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858875/ https://www.ncbi.nlm.nih.gov/pubmed/36662844 http://dx.doi.org/10.1371/journal.pone.0280621 |
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author | Batool, Iqra Bajcinca, Naim |
author_facet | Batool, Iqra Bajcinca, Naim |
author_sort | Batool, Iqra |
collection | PubMed |
description | In this paper, we perform a mathematical analysis of our proposed nonlinear, multiscale mathematical model of physiologically structured quiescent and proliferating cell populations at the macroscale and cell-cycle proteins at the microscale. Cell cycle dynamics (microscale) are driven by growth factors derived from the total cell population of quiescent and proliferating cells. Cell-cycle protein concentrations, on the other hand, determine the rates of transition between the two subpopulations. Our model demonstrates the underlying impact of cell cycle dynamics on the evolution of cell population in a tissue. We study the model’s well-posedness, derive steady-state solutions, and find sufficient conditions for the stability of steady-state solutions using semigroup and spectral theory. Finally, we performed numerical simulations to see how the parameters affect the model’s nonlinear dynamics. |
format | Online Article Text |
id | pubmed-9858875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-98588752023-01-21 Stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations Batool, Iqra Bajcinca, Naim PLoS One Research Article In this paper, we perform a mathematical analysis of our proposed nonlinear, multiscale mathematical model of physiologically structured quiescent and proliferating cell populations at the macroscale and cell-cycle proteins at the microscale. Cell cycle dynamics (microscale) are driven by growth factors derived from the total cell population of quiescent and proliferating cells. Cell-cycle protein concentrations, on the other hand, determine the rates of transition between the two subpopulations. Our model demonstrates the underlying impact of cell cycle dynamics on the evolution of cell population in a tissue. We study the model’s well-posedness, derive steady-state solutions, and find sufficient conditions for the stability of steady-state solutions using semigroup and spectral theory. Finally, we performed numerical simulations to see how the parameters affect the model’s nonlinear dynamics. Public Library of Science 2023-01-20 /pmc/articles/PMC9858875/ /pubmed/36662844 http://dx.doi.org/10.1371/journal.pone.0280621 Text en © 2023 Batool, Bajcinca https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Batool, Iqra Bajcinca, Naim Stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations |
title | Stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations |
title_full | Stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations |
title_fullStr | Stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations |
title_full_unstemmed | Stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations |
title_short | Stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations |
title_sort | stability analysis of a multiscale model of cell cycle dynamics coupled with quiescent and proliferating cell populations |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858875/ https://www.ncbi.nlm.nih.gov/pubmed/36662844 http://dx.doi.org/10.1371/journal.pone.0280621 |
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