Zmurchok Cole, Holmes William R
Department of Physics and Astronomy, Vanderbilt University, Nashville, Tennessee.
Department of Physics and Astronomy, Vanderbilt University, Nashville, Tennessee; Department of Mathematics, Vanderbilt University, Nashville, Tennessee; Quantitative Systems Biology Center, Vanderbilt University, Nashville, Tennessee.
Biophys J. 2020 Mar 24;118(6):1438-1454. doi: 10.1016/j.bpj.2020.01.035. Epub 2020 Feb 4.
Migratory cells exhibit a variety of morphologically distinct responses to their environments that manifest in their cell shape. Some protrude uniformly to increase substrate contacts, others are broadly contractile, some polarize to facilitate migration, and yet others exhibit mixtures of these responses. Prior studies have identified a discrete collection of shapes that the majority of cells display and demonstrated that activity levels of the cytoskeletal regulators Rac1 and RhoA GTPase regulate those shapes. Here, we use computational modeling to assess whether known GTPase dynamics can give rise to a sufficient diversity of spatial signaling states to explain the observed shapes. Results show that the combination of autoactivation and mutually antagonistic cross talk between GTPases, along with the conservative membrane binding, generates a wide array of distinct homogeneous and polarized regulatory phenotypes that arise for fixed model parameters. From a theoretical perspective, these results demonstrate that simple GTPase dynamics can generate complex multistability in which six distinct stable steady states (three homogeneous and three polarized) coexist for a fixed set of parameters, each of which naturally maps to an observed morphology. From a biological perspective, although we do not explicitly model the cytoskeleton or resulting cell morphologies, these results, along with prior literature linking GTPase activity to cell morphology, support the hypothesis that GTPase signaling dynamics can generate the broad morphological characteristics observed in many migratory cell populations. Further, the observed diversity may be the result of cells populating a complex morphological landscape generated by GTPase regulation rather than being the result of intrinsic cell-cell variation. These results demonstrate that Rho GTPases may have a central role in regulating the broad characteristics of cell shape (e.g., expansive, contractile, polarized, etc.) and that shape heterogeneity may be (at least partly) a reflection of the rich signaling dynamics regulating the cytoskeleton rather than intrinsic cell heterogeneity.
迁移细胞对其环境表现出多种形态上不同的反应,这些反应体现在它们的细胞形状上。一些细胞均匀地突出以增加与底物的接触,另一些细胞则具有广泛的收缩性,一些细胞极化以促进迁移,还有一些细胞表现出这些反应的混合。先前的研究已经确定了大多数细胞呈现的离散形状集合,并证明细胞骨架调节因子Rac1和RhoA GTP酶的活性水平调节这些形状。在这里,我们使用计算模型来评估已知的GTP酶动力学是否能够产生足够多样的空间信号状态来解释观察到的形状。结果表明,GTP酶之间的自激活和相互拮抗的串扰,以及保守的膜结合,为固定的模型参数产生了一系列不同的均匀和极化调节表型。从理论角度来看,这些结果表明简单的GTP酶动力学可以产生复杂的多稳定性,其中对于一组固定参数,六种不同的稳定稳态(三种均匀态和三种极化态)共存,每种稳态自然地对应于一种观察到的形态。从生物学角度来看,虽然我们没有明确模拟细胞骨架或由此产生的细胞形态,但这些结果以及先前将GTP酶活性与细胞形态联系起来的文献支持这样的假设,即GTP酶信号动力学可以产生在许多迁移细胞群体中观察到的广泛形态特征。此外,观察到的多样性可能是细胞占据由GTP酶调节产生的复杂形态景观的结果,而不是内在细胞间变异的结果。这些结果表明,Rho GTP酶可能在调节细胞形状的广泛特征(例如,扩张、收缩、极化等)中起核心作用,并且形状异质性可能(至少部分)反映了调节细胞骨架的丰富信号动力学,而不是内在细胞异质性。