血管肿瘤生长的数学模型。II:模拟生长饱和度。

John P. Ward, John R. King
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引用次数: 217

摘要

我们建立在我们早期的数学模型(Ward & King, 1997, IMA J. appll)。数学:。地中海,杂志。(1,14, 39-69),通过结合两种坏死耗竭机制,得出一个可以预测无血管肿瘤生长的所有主要阶段和异质性的模型。该模型假设活细胞的连续体,这些活细胞根据一般营养物质的浓度,可能繁殖或死亡,产生局部体积变化,从而产生由速度场描述的运动。坏死物质被视为基本的细胞物质(即蛋白质,DNA等的一般混合物),它能够扩散,并被活细胞用作有丝分裂期间构建新细胞的原料。所得到的偏微分方程组的数值解表明,生长最终趋向于稳态(生长饱和)或线性。因此,推导并研究了模型的行波极限和稳态极限。分析表明,除了在非常特殊的情况下,细胞物质通过肿瘤表面是生长饱和发生的必要条件。利用数值方法,在参数空间中探讨了大时间解的存在域。对于特定的极限,渐近分析明确了增长的主要阶段,并给出了长期结果之间的分岔位置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical modelling of avascular-tumour growth. II: Modelling growth saturation.
We build on our earlier mathematical model (Ward & King, 1997, IMA J. Appl. Math Appl. Med. Biol., 14, 39-69) by incorporating two necrotic depletion mechanisms, which results in a model that can predict all the main phases of avascular-tumour growth and heterogeneity. The model assumes a continuum of live cells which, depending on the concentration of a generic nutrient, may reproduce or die, generating local volume changes and thus producing movement described by a velocity field. The necrotic material is viewed as basic cellular material (i.e. as a generic mix of proteins, DNA, etc.) which is able to diffuse and is utilized by living cells as raw material to construct new cells during mitosis. Numerical solution of the resulting system of partial differential equations shows that growth ultimately tends either to a steady-state (growth saturation) or becomes linear. Both the travelling-wave and steady-state limits of the model are therefore derived and studied. The analysis demonstrates that, except in a very special case, passage of cellular material across the tumour surface is necessary for growth saturation to occur. Using numerical techniques, the domains of existence of the large-time solutions are explored in parameter space. For a particular limit, asymptotic analysis makes explicit the main phases of growth and gives the location of the bifurcation between the long-time outcomes.
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