Schaller Gernot, Meyer-Hermann Michael
Institut für Theoretische Physik, Technische Universität Dresden, D-01062 Dresden, Germany.
Phys Rev E Stat Nonlin Soft Matter Phys. 2005 May;71(5 Pt 1):051910. doi: 10.1103/PhysRevE.71.051910. Epub 2005 May 27.
We study multicellular tumor spheroids by introducing a new three-dimensional agent-based Voronoi-Delaunay hybrid model. In this model, the cell shape varies from spherical in thin solution to convex polyhedral in dense tissues. The next neighbors of the cells are provided by a weighted Delaunay triangulation with on average linear computational complexity. The cellular interactions include direct elastic forces and cell-cell as well as cell-matrix adhesion. The spatiotemporal distribution of two nutrients--oxygen and glucose--is described by reaction-diffusion equations. Viable cells consume the nutrients, which are converted into biomass by increasing the cell size during the G1 phase. We test hypotheses on the functional dependence of the uptake rates and use computer simulations to find suitable mechanisms for the induction of necrosis. This is done by comparing the outcome with experimental growth curves, where the best fit leads to an unexpected ratio of oxygen and glucose uptake rates. The model relies on physical quantities and can easily be generalized towards tissues involving different cell types. In addition, it provides many features that can be directly compared with the experiment.
我们通过引入一种新的基于主体的三维Voronoi-Delaunay混合模型来研究多细胞肿瘤球体。在该模型中,细胞形状从稀溶液中的球形变化为致密组织中的凸多面体。细胞的相邻近邻由加权Delaunay三角剖分提供,其平均计算复杂度为线性。细胞间相互作用包括直接弹力、细胞-细胞以及细胞-基质黏附。两种营养物质——氧气和葡萄糖——的时空分布由反应扩散方程描述。活细胞消耗营养物质,这些营养物质在G1期通过增加细胞大小而转化为生物量。我们检验关于摄取率功能依赖性的假设,并使用计算机模拟来寻找诱导坏死的合适机制。这是通过将结果与实验生长曲线进行比较来完成的,其中最佳拟合导致了氧气和葡萄糖摄取率的意外比率。该模型依赖于物理量,并且可以很容易地推广到涉及不同细胞类型的组织。此外,它提供了许多可以直接与实验进行比较的特征。