多尺度模型的稳定性分析,包括细胞周期动力学和静止和增殖细胞的种群

IF 1.8 3区 数学 Q1 MATHEMATICS AIMS Mathematics Pub Date : 2023-01-01 DOI:10.3934/math.2023621
Iqra Batool, N. Bajçinca
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引用次数: 0

摘要

本文对我们提出的包含多尺度和非线性特征的生理结构PDE模型进行了数学分析。该模型在宏观尺度上考虑了静止和增殖细胞的突变和健康群体,以及细胞周期蛋白的微观动力学。假设静止细胞群和增殖细胞群之间存在可逆的过渡。增殖细胞和静止细胞的总细胞群产生的生长因子影响细胞周期动力学。作为来自微尺度的反馈,Cyclin D/CDK 4-6蛋白浓度决定了静止细胞群和增殖细胞群之间的转换速率。利用半群理论和谱理论研究了该模型的适定性,导出了该模型的稳态解,并给出了该模型稳定的充分条件。最后,我们进行了数值模拟,观察参数对模型非线性动力学的影响。
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Stability analysis of a multiscale model including cell-cycle dynamics and populations of quiescent and proliferating cells
This paper presents a mathematical analysis on our proposed physiologically structured PDE model that incorporates multiscale and nonlinear features. The model accounts for both mutated and healthy populations of quiescent and proliferating cells at the macroscale, as well as the microscale dynamics of cell cycle proteins. A reversible transition between quiescent and proliferating cell populations is assumed. The growth factors generated from the total cell population of proliferating and quiescent cells influence cell cycle dynamics. As feedback from the microscale, Cyclin D/CDK 4-6 protein concentration determines the transition rates between quiescent and proliferating cell populations. Using semigroup and spectral theory, we investigate the well-posedness of the model, derive steady-state solutions, and find sufficient conditions of stability for derived solutions. In the end, we executed numerical simulations to observe the impact of the parameters on the model's nonlinear dynamics.
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来源期刊
AIMS Mathematics
AIMS Mathematics Mathematics-General Mathematics
CiteScore
3.40
自引率
13.60%
发文量
769
审稿时长
90 days
期刊介绍: AIMS Mathematics is an international Open Access journal devoted to publishing peer-reviewed, high quality, original papers in all fields of mathematics. We publish the following article types: original research articles, reviews, editorials, letters, and conference reports.
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