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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...

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Detalles Bibliográficos
Autores principales: Batool, Iqra, Bajcinca, Naim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
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.
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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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