Dynamics and bifurcations in a simple quasispecies model of tumorigenesis

被引:0
作者
Vanessa Castillo
J. Tomás Lázaro
Josep Sardanyés
机构
[1] Universitat Politècnica de Catalunya,Department of Applied Mathematics
[2] Universitat Pompeu Fabra,ICREA
[3] Parc de Recerca Biomèdica de Barcelona (PRBB),Complex Systems Lab, Department of Experimental and Health Sciences
[4] Institut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra),undefined
来源
Computational and Applied Mathematics | 2017年 / 36卷
关键词
Applied mathematics; Bifurcations; Cancer; Complex systems; Quasispecies dynamics; 92Bxx Mathematical biology in general; 65Lxx ODEs; 58Kxx catastrophe theory; 37G35 Attractors and their bifurcations; 70K50 bifurcations and instability;
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学科分类号
摘要
Cancer is a complex disease and thus is complicated to model. However, simple models that describe the main processes involved in tumoral dynamics, e.g., competition and mutation, can give us clues about cancer behavior, at least qualitatively, also allowing us to make predictions. Here, we analyze a simplified quasispecies mathematical model given by differential equations describing the time behavior of tumor cell populations with different levels of genomic instability. We find the equilibrium points, also characterizing their stability and bifurcations focusing on replication and mutation rates. We identify a transcritical bifurcation at increasing mutation rates of the tumor cells. Such a bifurcation involves a scenario with dominance of healthy cells and impairment of tumor populations. Finally, we characterize the transient times for this scenario, showing that a slight increase beyond the critical mutation rate may be enough to have a fast response towards the desired state (i.e., low tumor populations) by applying directed mutagenic therapies.
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页码:415 / 431
页数:16
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