Center for Cell Analysis and Modeling, University of Connecticut Health Center, Farmington, Connecticut, United States of America.
PLoS Comput Biol. 2013;9(1):e1002831. doi: 10.1371/journal.pcbi.1002831. Epub 2013 Jan 10.
The Rho family of GTPases control actin organization during diverse cellular responses (migration, cytokinesis and endocytosis). Although the primary members of this family (RhoA, Rac and Cdc42) have different downstream effects on actin remodeling, the basic mechanism involves targeting to the plasma membrane and activation by GTP binding. Our hypothesis is that the details of GTPase cycling between membrane and cytosol are key to the differential upstream regulation of these biochemical switches. Accordingly, we developed a modeling framework to analyze experimental data for these systems. This analysis can reveal details of GDI-mediated cycling and help distinguish between GDI-dependent and -independent mechanisms, including vesicle trafficking and direct association-dissociation of GTPase with membrane molecules. Analysis of experimental data for Rac membrane cycling reveals that the lower apparent affinity of GDI for RacGTP compared to RacGDP can be fully explained by the faster dissociation of the latter from the membrane. Non-dimensional steady-state solutions for membrane fraction of GTPase are presented in multidimensional charts. This methodology is then used to analyze glucose stimulated Rac cycling in pancreatic β-cells. The charts are used to illustrate the effects of GEFs/GAPs and regulated affinities between GTPases and membrane and/or GDI on the amount of membrane bound GTPase. In a similar fashion, the charts can be used as a guide in assessing how targeted modifications may compensate for altered GTPase-GDI balance in disease scenarios.
Rho 家族的 GTPases 控制着细胞在多种反应(迁移、胞质分裂和内吞作用)过程中肌动蛋白的组织。虽然该家族的主要成员(RhoA、Rac 和 Cdc42)对肌动蛋白重塑有不同的下游影响,但基本机制涉及到质膜的靶向和 GTP 结合的激活。我们的假设是,GTPase 在膜和细胞质之间循环的细节是这些生化开关的上游调节差异的关键。因此,我们开发了一个建模框架来分析这些系统的实验数据。这种分析可以揭示 GDI 介导的循环的细节,并有助于区分 GDI 依赖和非依赖的机制,包括囊泡运输和 GTPase 与膜分子的直接缔合-解离。对 Rac 膜循环的实验数据分析表明,与 RacGDP 相比,GDI 对 RacGTP 的亲和力较低,可以完全用后者从膜上更快的解离来解释。在多维图表中呈现了 GTPase 膜分数的无量纲稳态解。然后,该方法用于分析胰腺β细胞中葡萄糖刺激的 Rac 循环。图表用于说明 GEFs/GAPs 的作用以及 GTPase 与膜和/或 GDI 之间的调节亲和力对膜结合 GTPase 的量的影响。以类似的方式,图表可以作为指导,评估靶向修饰如何在疾病情况下补偿改变的 GTPase-GDI 平衡。