School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.
School of Chemistry, Physics and Mechanical Engineering, Queensland University of Technology, Brisbane, QLD, 4001, Australia.
Biomech Model Mechanobiol. 2020 Apr;19(2):577-590. doi: 10.1007/s10237-019-01231-4. Epub 2019 Sep 30.
Mathematical models can provide a quantitatively sophisticated description of tumor cell (TC) behaviors under mechanical microenvironment and help us better understand the role of specific biophysical factors based on their influences on the TC behaviors. To this end, we propose an off-lattice cell-based multiscale mathematical model to describe the dynamic growth-induced solid stress during tumor progression and investigate the influence of the mechanical microenvironment on TC invasion. At the cellular level, cell-cell and cell-matrix interactive forces depend on the mechanical properties of the cells and the cancer-associated fibroblasts in the stroma, respectively. The constitutive relationship between the interactive forces and cell migrations obeys the Hooke's law and damping effects. At the tissue level, the integrated growth-induced forces caused by proliferating cells within the simulation region are balanced by the external forces applied by the surrounding host tissues. Then, the cell movements are calculated according to the Newton's second law of motion, and the morphology of TC invasion is updated. The simulation results reveal the continuous changes of the macroscopic mechanical forces due to the interactions among the structural components and the microscopic environmental factors. Moreover, the simulation results demonstrate the adverse effect of the stiffness of tumor tissue on tumor growth and invasion. A decrease in the stiffness of tumor and matrix can promote TCs to proliferate at a much faster rate and invade into the surrounding healthy tissue more easily, whereas an increase in the stiffness can lead to an aggressive morphology of tumor invasion. We envision that the proposed model can be served as a quantitative theoretical platform to study the underlying biophysical role of the mechanical microenvironmental factors during tumor invasion and metastasis.
数学模型可以提供对肿瘤细胞(TC)在机械微环境下行为的定量描述,并帮助我们更好地理解特定生物物理因素的作用,因为它们会影响 TC 行为。为此,我们提出了一种无格基于细胞的多尺度数学模型,以描述肿瘤进展过程中动态生长诱导的固体应力,并研究机械微环境对 TC 入侵的影响。在细胞水平上,细胞-细胞和细胞-基质相互作用力分别取决于细胞和基质中癌症相关成纤维细胞的力学特性。相互作用力与细胞迁移之间的本构关系遵循胡克定律和阻尼效应。在组织水平上,模拟区域内增殖细胞产生的整合生长诱导力与周围宿主组织施加的外部力相平衡。然后,根据牛顿第二运动定律计算细胞运动,并更新 TC 入侵的形态。模拟结果揭示了由于结构组件之间的相互作用和微观环境因素引起的宏观机械力的连续变化。此外,模拟结果表明肿瘤组织刚度对肿瘤生长和入侵的不利影响。肿瘤和基质刚度的降低会促进 TC 以更快的速度增殖,并更容易侵入周围健康组织,而刚度的增加会导致肿瘤入侵的侵袭性形态。我们设想,所提出的模型可以作为一个定量理论平台,用于研究肿瘤入侵和转移过程中机械微环境因素的潜在生物物理作用。