Multiscale Modeling of Glioma Invasion: From Receptor Binding to Flux-Limited Macroscopic PDEs

Anne Dietrich, N. Kolbe, Nikolaos Sfakianakis, C. Surulescu
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引用次数: 10

Abstract

We propose a novel approach to modeling cell migration in an anisotropic environment with biochemical heterogeneity and interspecies interactions, using as a paradigm glioma invasion in brain tissue under the influence of hypoxia-triggered angiogenesis. The multiscale procedure links single-cell and mesoscopic dynamics with population level behavior, leading on the macroscopic scale to flux-limited glioma diffusion and multiple taxis. We verify the non-negativity of regular solutions (provided they exist) to the obtained macroscopic PDE-ODE system and perform numerical simulations to illustrate the solution behavior under several scenarios.
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胶质瘤侵袭的多尺度建模:从受体结合到通量有限的宏观PDEs
我们提出了一种新的方法来模拟具有生物化学异质性和物种间相互作用的各向异性环境中的细胞迁移,以缺氧触发血管生成影响下脑组织中胶质瘤的侵袭为例。多尺度过程将单细胞和介观动力学与群体水平行为联系起来,在宏观尺度上导致通量受限的胶质瘤扩散和多重趋向性。我们验证了所得到的宏观PDE-ODE系统正则解的非负性(假设它们存在),并进行了数值模拟来说明在几种情况下的解行为。
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