动力学(音乐)
细胞周期
细胞生物学
理论(学习稳定性)
生物
细胞
计算生物学
生物系统
生物物理学
物理
计算机科学
遗传学
声学
机器学习
作者
Iqra Batool,Naim Bajçinca
出处
期刊:PLOS ONE
[Public Library of Science]
日期:2023-01-20
卷期号:18 (1): e0280621-e0280621
被引量:2
标识
DOI:10.1371/journal.pone.0280621
摘要
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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