Jilkine Alexandra, Marée Athanasius F M, Edelstein-Keshet Leah
Department of Mathematics and Institute of Applied Mathematics, University of British Columbia, Vancouver, BC, V6T 1Z2, Canada.
Bull Math Biol. 2007 Aug;69(6):1943-78. doi: 10.1007/s11538-007-9200-6. Epub 2007 Apr 25.
Cdc42, Rac, and Rho are small GTPases known to play a central role in signal transduction to the actin cytoskeleton. These proteins regulate cell motility, by affecting nucleation, uncapping, and depolymerization of actin filaments, and acto-myosin contractility. Studies of crosstalk and mutual feedbacks in these three proteins have led to a number of proposals for their interaction. At the same time, observations of the spatio-temporal dynamics of Rho-family proteins give evidence of spatial polarization and mutual exclusion between Cdc42/Rac and Rho. In this paper, we formulate a mathematical model to account for such observations, based on the known underlying biology of these proteins. We first investigate which of the crosstalk schemes proposed in the literature is consistent with observed dynamics, and then derive a simple model that can correctly describe these dynamics (assuming crosstalk is mediated via Rho GEFs). We show that cooperativity is an essential ingredient in the interactions of the proteins. The co-occurrence of a stable rest state with the possibility of fast spatial segregation can be related to bistability in a set of underlying ODEs in which the inactive forms of these proteins are fixed at a constant level. We show that the fast diffusion of the inactive forms is essential for stabilizing the transition fronts in the PDE formulation of the model, leading to robust spatial polarization, rather than traveling waves.
Cdc42、Rac和Rho是已知在向肌动蛋白细胞骨架的信号转导中起核心作用的小GTP酶。这些蛋白质通过影响肌动蛋白丝的成核、解封和去聚合以及肌动球蛋白收缩性来调节细胞运动。对这三种蛋白质中串扰和相互反馈的研究已经产生了许多关于它们相互作用的提议。与此同时,对Rho家族蛋白时空动态的观察提供了Cdc42/Rac和Rho之间空间极化和相互排斥的证据。在本文中,我们基于这些蛋白质已知的潜在生物学特性,构建了一个数学模型来解释此类观察结果。我们首先研究文献中提出的哪种串扰方案与观察到的动态一致,然后推导出一个能够正确描述这些动态的简单模型(假设串扰是通过Rho鸟嘌呤核苷酸交换因子介导的)。我们表明协同作用是蛋白质相互作用中的一个基本要素。稳定静止状态与快速空间分离可能性的同时出现可能与一组基础常微分方程中的双稳态有关,在这些方程中这些蛋白质的无活性形式被固定在一个恒定水平。我们表明无活性形式的快速扩散对于稳定模型偏微分方程表述中的过渡前沿至关重要,从而导致稳健的空间极化,而不是行波。