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首页> 外文期刊>Mathematical Biosciences: An International Journal >Formulation and numerical simulations of a continuum model of avascular tumor growth
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Formulation and numerical simulations of a continuum model of avascular tumor growth

机译:血管肿瘤生长的连续模型的建立和数值模拟

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摘要

In this paper we present a continuum mathematical model for a multicellular spheroid that mimics the micro-environment within avascular tumor growth. The model consists of a coupled system of non-linear convection-diffusion-reaction equations. This system is solved using a previously developed conservative Galerkin characteristics method. In the model considered, there are three cell types: the proliferative cells, the quiescent non-dividing cells which stay in the G0 phase of the cell cycle and the necrotic cells. The model includes viable cell diffusion, diffusion of cellular material and the removal of necrotic cells. We assume that the nutrients diffuse passively and are consumed by the proliferative and quiescent tumor cells depending on the availability of resources (oxygen, glucose, etc.). The numerical simulations are performed using different sets of parameters, including biologically realistic ones, to explore the effects of each of these model parameters on reaching the steady state. The present results, taken together with those reported earlier, indicate that the removal of necrotic cells and the diffusion of cellular material have significant effects on the steady state, reflecting growth saturation, the number of viable cells, and the spheroid size.
机译:在本文中,我们提出了一个多细胞球体的连续数学模型,该模型模拟了无血管肿瘤生长中的微环境。该模型由非线性对流扩散反应方程式的耦合系统组成。该系统使用先前开发的保守Galerkin特征方法求解。在所考虑的模型中,存在三种细胞类型:增殖细胞,停留在细胞周期G0期的静止非分裂细胞和坏死细胞。该模型包括活细胞扩散,细胞物质扩散和坏死细胞的去除。我们假设营养素被动扩散,并由增殖和静止的肿瘤细胞消耗,具体取决于资源(氧气,葡萄糖等)的可用性。使用不同的参数集(包括生物学上现实的参数集)进行数值模拟,以探索这些模型参数中的每一个对达到稳态的影响。目前的结果,与较早报道的结果一起,表明坏死细胞的去除和细胞物质的扩散对稳态有显着影响,反映出生长饱和度,活细胞的数量和球状体的大小。

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