Keijzer Koen A E, Tsingos Erika, Merks Roeland M H
Mathematical Institute, Faculty of Science, Leiden University, Leiden, Netherlands.
Institute of Biology Leiden, Faculty of Science, Leiden University, Leiden, Netherlands.
Front Cell Dev Biol. 2025 Jan 6;12:1462277. doi: 10.3389/fcell.2024.1462277. eCollection 2024.
Many mammalian cells, including endothelial cells and fibroblasts, align and elongate along the orientation of extracellular matrix (ECM) fibers in a gel when cultured . During cell elongation, clusters of focal adhesions (FAs) form near the poles of the elongating cells. FAs are mechanosensitive clusters of adhesions that grow under mechanical tension exerted by the cells' pulling on the ECM and shrink when the tension is released. In this study, we use mathematical modeling to study the hypothesis that mechanical reciprocity between cells and the ECM is sufficient for directing cell shape changes and orientation. We show that FAs are preferentially stabilized along the orientation of ECM fibers, where cells can generate higher tension than in directions perpendicular to the ECM fibers. We present a hybrid computational model coupling three mathematical approaches: first, the cellular Potts model (CPM) describes an individual contractile cell; second, molecular dynamics (MD) represent the ECM as a network of cross-linked, deformable fibers; third, a set of ordinary differential equations (ODEs) describes the dynamics of the cell's FAs, in terms of a balance between assembly and a mechanoresponsive disassembly. The resulting computational model shows that mechanical reciprocity suffices for stiffness-dependent cell spreading, local ECM remodeling, and ECM-alignment-dependent cell elongation. These combined effects are sufficient to explain how cell morphology is influenced by the local ECM structure and mechanics.
许多哺乳动物细胞,包括内皮细胞和成纤维细胞,在培养时会在凝胶中沿着细胞外基质(ECM)纤维的方向排列并伸长。在细胞伸长过程中,粘着斑(FAs)簇在伸长细胞的两极附近形成。粘着斑是机械敏感的粘着簇,在细胞牵拉细胞外基质所施加的机械张力下生长,而在张力释放时收缩。在本研究中,我们使用数学建模来研究细胞与细胞外基质之间的机械互易性足以指导细胞形状变化和取向的假设。我们表明,粘着斑沿着细胞外基质纤维的方向优先稳定,在该方向上细胞能够产生比垂直于细胞外基质纤维方向更高的张力。我们提出了一个耦合三种数学方法的混合计算模型:第一,细胞Potts模型(CPM)描述单个收缩细胞;第二,分子动力学(MD)将细胞外基质表示为交联的、可变形纤维网络;第三,一组常微分方程(ODEs)根据组装和机械响应性拆卸之间的平衡来描述细胞粘着斑的动力学。由此产生的计算模型表明,机械互易性足以实现依赖于刚度的细胞铺展、局部细胞外基质重塑以及依赖于细胞外基质排列的细胞伸长。这些综合效应足以解释细胞形态如何受到局部细胞外基质结构和力学的影响。