LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France.
Istituto per le Applicazioni del Calcolo "M. Picone", CNR, Via dei Taurini 19, Rome, 00185, Italy.
Biomech Model Mechanobiol. 2022 Oct;21(5):1531-1548. doi: 10.1007/s10237-022-01604-2. Epub 2022 Jul 28.
Endothelial cell (EC) migration is crucial for a wide range of processes including vascular wound healing, tumor angiogenesis, and the development of viable endovascular implants. We have previously demonstrated that ECs cultured on 15-μm wide adhesive line patterns exhibit three distinct migration phenotypes: (a) "running" cells that are polarized and migrate continuously and persistently on the adhesive lines with possible spontaneous directional changes, (b) "undecided" cells that are highly elongated and exhibit periodic changes in the direction of their polarization while maintaining minimal net migration, and (c) "tumbling-like" cells that migrate persistently for a certain amount of time but then stop and round up for a few hours before spreading again and resuming migration. Importantly, the three migration patterns are associated with distinct profiles of cell length. Because of the impact of adenosine triphosphate (ATP) on cytoskeletal organization and cell polarization, we hypothesize that the observed differences in EC length among the three different migration phenotypes are driven by differences in intracellular ATP levels. In the present work, we develop a mathematical model that incorporates the interactions between cell length, cytoskeletal (F-actin) organization, and intracellular ATP concentration. An optimization procedure is used to obtain the model parameter values that best fit the experimental data on EC lengths. The results indicate that a minimalist model based on differences in intracellular ATP levels is capable of capturing the different cell length profiles observed experimentally.
内皮细胞(EC)的迁移对于广泛的过程至关重要,包括血管伤口愈合、肿瘤血管生成和有活力的血管内植入物的发展。我们之前已经证明,在 15μm 宽的黏附线图案上培养的 EC 表现出三种不同的迁移表型:(a)“奔跑”细胞,其极化并持续且持续地沿着黏附线迁移,并可能自发发生方向变化,(b)“未决定”细胞,其高度拉长并表现出极化方向的周期性变化,同时保持最小的净迁移,(c)“翻滚样”细胞,其持续迁移一定时间,但随后停止并圆化几个小时,然后再次扩散并恢复迁移。重要的是,这三种迁移模式与细胞长度的不同特征相关。由于三磷酸腺苷(ATP)对细胞骨架组织和细胞极化的影响,我们假设在三种不同迁移表型中观察到的 EC 长度差异是由细胞内 ATP 水平的差异驱动的。在本工作中,我们开发了一个数学模型,该模型包含细胞长度、细胞骨架(F-肌动蛋白)组织和细胞内 ATP 浓度之间的相互作用。采用优化程序获得最适合 EC 长度实验数据的模型参数值。结果表明,基于细胞内 ATP 水平差异的最小模型能够捕获实验中观察到的不同细胞长度分布。