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用于在机械和生化信号控制下模拟大规模细胞迁移和增殖的动态细胞有限元方法:上皮再形成研究

Dynamic cellular finite-element method for modelling large-scale cell migration and proliferation under the control of mechanical and biochemical cues: a study of re-epithelialization.

作者信息

Zhao Jieling, Cao Youfang, DiPietro Luisa A, Liang Jie

机构信息

Department of Bioengineering, College of Dentistry, University of Illinois at Chicago, Chicago, IL, USA.

Theoretical Biology and Biophysics (T-6), Center for Nonlinear Studies (CNLS), Los Alamos National Laboratory, Los Alamos, NM, USA.

出版信息

J R Soc Interface. 2017 Apr;14(129). doi: 10.1098/rsif.2016.0959.

Abstract

Computational modelling of cells can reveal insight into the mechanisms of the important processes of tissue development. However, current cell models have limitations and are challenged to model detailed changes in cellular shapes and physical mechanics when thousands of migrating and interacting cells need to be modelled. Here we describe a novel dynamic cellular finite-element model (DyCelFEM), which accounts for changes in cellular shapes and mechanics. It also models the full range of cell motion, from movements of individual cells to collective cell migrations. The transmission of mechanical forces regulated by intercellular adhesions and their ruptures are also accounted for. Intra-cellular protein signalling networks controlling cell behaviours are embedded in individual cells. We employ DyCelFEM to examine specific effects of biochemical and mechanical cues in regulating cell migration and proliferation, and in controlling tissue patterning using a simplified re-epithelialization model of wound tissue. Our results suggest that biochemical cues are better at guiding cell migration with improved directionality and persistence, while mechanical cues are better at coordinating collective cell migration. Overall, DyCelFEM can be used to study developmental processes when a large population of migrating cells under mechanical and biochemical controls experience complex changes in cell shapes and mechanics.

摘要

细胞的计算建模可以揭示组织发育重要过程的机制。然而,当前的细胞模型存在局限性,在需要对数千个迁移和相互作用的细胞进行建模时,难以模拟细胞形状和物理力学的详细变化。在此,我们描述了一种新型的动态细胞有限元模型(DyCelFEM),该模型考虑了细胞形状和力学的变化。它还能模拟从单个细胞运动到集体细胞迁移的全范围细胞运动。由细胞间粘附及其破裂所调节的机械力传递也在模型中有所体现。控制细胞行为的细胞内蛋白质信号网络被嵌入到单个细胞中。我们利用DyCelFEM来研究生化和机械信号在调节细胞迁移和增殖以及使用伤口组织的简化再上皮化模型控制组织图案形成方面的特定作用。我们的结果表明,生化信号在引导细胞迁移方面具有更好的方向性和持久性,而机械信号在协调集体细胞迁移方面表现更佳。总体而言,当大量在机械和生化控制下迁移的细胞经历细胞形状和力学的复杂变化时,DyCelFEM可用于研究发育过程。

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