William H. Miller III Department of Physics & Astronomy, Johns Hopkins University, Baltimore, Maryland 21210, USA.
Department of Biophysics, Johns Hopkins University, Baltimore, Maryland 21218, USA.
Phys Rev E. 2022 Nov;106(5-1):054413. doi: 10.1103/PhysRevE.106.054413.
Groups of eukaryotic cells can coordinate their crawling motion to follow cues more effectively, stay together, or invade new areas. This collective cell migration depends on cell-cell interactions, which are often studied by colliding pairs of cells together. Can the outcome of these collisions be predicted? Recent experiments on trains of colliding epithelial cells suggest that cells with a smaller contact angle to the surface or larger speeds are more likely to maintain their direction ("win") upon collision. When should we expect shape or speed to correlate with the outcome of a collision? To investigate this question, we build a model for two-cell collisions within the phase field framework, which allows for cell shape changes. We can reproduce the observation that cells with high speed and small contact angles are more likely to win with two different assumptions for how cells interact: (1) velocity aligning, in which we hypothesize that cells sense their own velocity and align to it over a finite timescale, and (2) front-front contact repolarization, where cells polarize away from cell-cell contact, akin to contact inhibition of locomotion. Surprisingly, though we simulate collisions between cells with widely varying properties, in each case, the probability of a cell winning is completely captured by a single summary variable: its relative speed (in the velocity-aligning model) or its relative contact angle (in the contact repolarization model). Both models are currently consistent with reported experimental results, but they can be distinguished by varying cell contact angle and speed through orthogonal perturbations.
细胞群可以通过协调其爬行运动来更有效地跟踪线索、保持在一起或侵入新区域。这种集体细胞迁移依赖于细胞间的相互作用,这些相互作用通常通过碰撞细胞对来研究。这些碰撞的结果可以预测吗?最近关于碰撞上皮细胞的实验表明,与表面的接触角较小或速度较大的细胞在碰撞时更有可能保持其方向(“获胜”)。我们应该在什么时候期望形状或速度与碰撞的结果相关?为了研究这个问题,我们在相场框架内建立了一个用于两细胞碰撞的模型,该模型允许细胞形状发生变化。我们可以重现这样的观察结果,即速度高且接触角小的细胞更有可能获胜,这是基于两种不同的细胞相互作用假设:(1)速度对齐,我们假设细胞感知自己的速度,并在有限的时间尺度上与其对齐;(2)前缘前缘接触再极化,其中细胞从细胞间接触处极化,类似于运动抑制的接触抑制。令人惊讶的是,尽管我们模拟了具有广泛不同特性的细胞之间的碰撞,但在每种情况下,细胞获胜的概率都完全由一个单一的摘要变量来捕获:它的相对速度(在速度对齐模型中)或其相对接触角(在接触再极化模型中)。这两个模型目前都与报道的实验结果一致,但可以通过正交扰动改变细胞接触角和速度来区分它们。