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酵母中RGS和G蛋白调节的数学建模

Mathematical modeling of RGS and G-protein regulation in yeast.

作者信息

Yildirim Necmettin, Hao Nan, Dohlman Henrik G, Elston Timothy C

机构信息

Department of Mathematics, University of North Carolina at Chapel Hill, 27599-3250, USA.

出版信息

Methods Enzymol. 2004;389:383-98. doi: 10.1016/S0076-6879(04)89023-2.

Abstract

G-protein-activated signaling pathways are capable of adapting to a persistent external stimulus. Desensitization is thought to occur at the receptor level as well as through negative feedback by a family of proteins called regulators of G-protein signaling (RGS). The pheromone response pathway in yeast is a typical example of such a system, and the relative simplicity of this pathway makes it an attractive system in investigating the regulatory role of RGS proteins. Two studies have used computational modeling to gain insight into how this pathway is regulated (Hao et al., 2003; Yi et al., 2003). This article provides an introduction to computational analysis of signaling pathways by developing a mathematical model of the pheromone response pathway that synthesizes the results of these two investigations. Our model qualitatively captures many features of the pathway and suggests an additional mechanism for pathway inactivation. It also illustrates that a complete understanding of signaling pathways requires an investigation of their time-dependent behavior.

摘要

G蛋白激活的信号通路能够适应持续的外部刺激。脱敏作用被认为发生在受体水平,以及通过一类名为G蛋白信号调节因子(RGS)的蛋白质进行负反馈调节。酵母中的信息素反应通路就是这样一个系统的典型例子,并且该通路相对简单,这使其成为研究RGS蛋白调节作用的一个有吸引力的系统。两项研究利用计算模型来深入了解该通路是如何被调节的(郝等人,2003年;易等人,2003年)。本文通过建立一个综合这两项研究结果的信息素反应通路数学模型,对信号通路的计算分析进行介绍。我们的模型定性地捕捉了该通路的许多特征,并提出了一种通路失活的额外机制。它还表明,对信号通路的全面理解需要研究它们的时间依赖性行为。

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