肿瘤生长模型的数值分辨率

Ana I. Muñoz
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引用次数: 3

摘要

我们考虑并数值求解基于肿瘤干细胞(CSC)假设的肿瘤生长数学模型,目的是深入了解导致实体肿瘤指数增长的不同过程之间的关系以及不同细胞亚群的进化。该模型由四个一阶双曲方程组成,描述了四个细胞亚群的进化。引入第五个方程来模拟运动边界的演化。模型的系数表示反应发生的速率。为了对四个双曲方程进行数值积分,提出了一个用总导数表示的公式。采用有限元离散法对模型方程进行空间积分。我们的数值结果表明,在肿瘤的早期阶段,存在一个伪平衡状态,在这个状态下,CSC的比例仍然很小。我们研究了长时间解的行为,得到了偏微分方程组的解稳定于齐次稳态,其值仅与参数的值有关。我们表明CSC可能包含肿瘤的不同比例,在某些情况下,成为肿瘤内的主要细胞类型。我们还发现,将靶向CSC和靶向祖细胞结合起来可能是阻止肿瘤进展的有效措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Numerical resolution of a model of tumour growth
We consider and solve numerically a mathematical model of tumour growth based on cancer stem cells (CSC) hypothesis with the aim of gaining some insight into the relation of different processes leading to exponential growth in solid tumours and into the evolution of different subpopulations of cells. The model consists of four hyperbolic equations of first order to describe the evolution of four subpopulations of cells. A fifth equation is introduced to model the evolution of the moving boundary. The coefficients of the model represent the rates at which reactions occur. In order to integrate numerically the four hyperbolic equations, a formulation in terms of the total derivatives is posed. A finite element discretization is applied to integrate the model equations in space. Our numerical results suggest the existence of a pseudo-equilibrium state reached at the early stage of the tumour, for which the fraction of CSC remains small. We include the study of the behaviour of the solutions for longer times and we obtain that the solutions to the system of partial differential equations stabilize to homogeneous steady states whose values depend only on the values of the parameters. We show that CSC may comprise different proportions of the tumour, becoming, in some cases, the predominant type of cells within the tumour. We also obtain that possible effective measure to detain tumour progression should combine the targeting of CSC with the targeting of progenitor cells.
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