In this paper, we study a cancer invasion model both theoretically and numerically. The model is a nonstationary, nonlinear system of three coupled partial differential equations modeling the motion of cancer cells, degradation of the extracellular matrix, and certain enzymes. We first establish existence of global classical solutions in both two- and three-dimensional bounded domains, despite the lack of diffusion of the matrix-degrading enzymes and corresponding regularizing effects in the analytical treatment. Next, we give a weak formulation and apply finite differences in time and a Galerkin finite element scheme for spatial discretization. The overall algorithm is based on a fixed-point iteration scheme. In order to substantiate our theory and numerical framework, several numerical simulations are carried out in two and three spatial dimensions.
翻译:在本文中,我们从理论上和数字上研究一个癌症入侵模型。模型是一个非静止的非线性非线性系统,由三个结合的局部差异方程式组成,三个方程式是癌症细胞运动、外细胞矩阵退化和某些酶的模型。我们首先在二维和三维的封闭领域都建立了全球传统解决方案,尽管矩阵降解酶没有扩散,在分析治疗中也没有相应的常规效应。接下来,我们给出了一个薄弱的配方,在时间上采用了有限的差异,并在空间离散方面采用了Galerkin的有限元素方案。总体算法基于一个固定点迭代办法。为了证实我们的理论和数字框架,在两个和三个空间层面进行了数个数字模拟。