Cristini Vittorio, Lowengrub John, Nie Qing
School of Mathematics, and Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA.
J Math Biol. 2003 Mar;46(3):191-224. doi: 10.1007/s00285-002-0174-6.
We study solid tumor ( carcinoma) growth in the nonlinear regime using boundary-integral simulations. The tumor core is nonnecrotic and no inhibitor chemical species are present. A new formulation of the classical models [18,24,8,3] is developed and it is demonstrated that tumor evolution is described by a reduced set of two dimensionless parameters and is qualitatively unaffected by the number of spatial dimensions. One parameter describes the relative rate of mitosis to the relaxation mechanisms (cell mobility and cell-to-cell adhesion). The other describes the balance between apoptosis (programmed cell-death) and mitosis. Both parameters also include the effect of vascularization. Our analysis and nonlinear simulations reveal that the two new dimensionless groups uniquely subdivide tumor growth into three regimes associated with increasing degrees of vascularization: low (diffusion dominated, e.g., in vitro), moderate and high vascularization, that correspond to the regimes observed in vivo. We demonstrate that critical conditions exist for which the tumor evolves to nontrivial dormant states or grows self-similarly (i.e., shape invariant) in the first two regimes. This leads to the possibility of shape control and of controlling the release of tumor angiogenic factors by restricting the tumor volume-to-surface-area ratio. Away from these critical conditions, evolution may be unstable leading to invasive fingering into the external tissues and to topological transitions such as tumor breakup and reconnection. Interestingly we find that for highly vascularized tumors, while they grow unbounded, their shape always stays compact and invasive fingering does not occur. This is in agreement with recent experimental observations [30] of in vivo tumor growth, and suggests that the invasive growth of highly-vascularized tumors is associated to vascular and elastic anisotropies, which are not included in the model studied here.
我们使用边界积分模拟研究非线性状态下实体瘤(癌)的生长。肿瘤核心无坏死且不存在抑制性化学物质。我们开发了经典模型[18,24,8,3]的一种新形式,并证明肿瘤演化由一组简化的两个无量纲参数描述,且在定性上不受空间维数的影响。一个参数描述有丝分裂相对于弛豫机制(细胞迁移和细胞间粘附)的相对速率。另一个参数描述细胞凋亡(程序性细胞死亡)和有丝分裂之间的平衡。这两个参数还包括血管生成的影响。我们的分析和非线性模拟表明,这两个新的无量纲组将肿瘤生长独特地细分为与血管生成程度增加相关的三种状态:低(扩散主导,如体外)、中等和高血管生成,这与体内观察到的状态相对应。我们证明存在临界条件,在这些条件下肿瘤在前两种状态下会演化为非平凡的休眠状态或自相似生长(即形状不变)。这导致通过限制肿瘤体积与表面积之比来控制形状和控制肿瘤血管生成因子释放的可能性。远离这些临界条件时,演化可能不稳定,导致向外部组织的侵袭性指状生长以及拓扑转变,如肿瘤破裂和重新连接。有趣的是,我们发现对于高度血管化的肿瘤,虽然它们无界生长,但其形状始终保持紧凑且不会发生侵袭性指状生长。这与最近关于体内肿瘤生长的实验观察结果[30]一致,并表明高度血管化肿瘤的侵袭性生长与血管和弹性各向异性有关,而本文研究的模型未包含这些因素。