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酿酒酵母中Ras/cAMP/PKA信号通路的建模与随机模拟证明了细胞内鸟嘌呤核苷酸池的关键调节功能。

Modeling and stochastic simulation of the Ras/cAMP/PKA pathway in the yeast Saccharomyces cerevisiae evidences a key regulatory function for intracellular guanine nucleotides pools.

作者信息

Cazzaniga Paolo, Pescini Dario, Besozzi Daniela, Mauri Giancarlo, Colombo Sonia, Martegani Enzo

机构信息

Università degli Studi di Milano-Bicocca, Dipartimento di Informatica, Sistemistica e Comunicazione, Viale Sarca 336, 20126 Milano, Italy.

出版信息

J Biotechnol. 2008 Feb 1;133(3):377-85. doi: 10.1016/j.jbiotec.2007.09.019. Epub 2007 Oct 11.

Abstract

In the yeast Saccharomyces cerevisiae, the Ras/cAMP/PKA pathway is involved in the regulation of metabolism and cell cycle progression. The pathway is tightly regulated by several control mechanisms, as the feedback cycle ruled by the activity of phosphodiesterase. Here, we present a discrete mathematical model for the Ras/cAMP/PKA pathway that considers its principal cytoplasmic components and their mutual interactions. The tau-leaping algorithm is then used to perform stochastic simulations of the model. We investigate this system under various conditions, and we test how different values of several stochastic reaction constants affect the pathway behaviour. Finally, we show that the level of guanine nucleotides, GTP and GDP, could be relevant metabolic signals for the regulation of the whole pathway.

摘要

在酿酒酵母中,Ras/cAMP/PKA信号通路参与代谢调控和细胞周期进程。该信号通路受到多种调控机制的严格调控,比如由磷酸二酯酶活性主导的反馈循环。在此,我们提出了一个关于Ras/cAMP/PKA信号通路的离散数学模型,该模型考虑了其主要的细胞质成分及其相互作用。然后使用τ-跳跃算法对该模型进行随机模拟。我们在各种条件下研究这个系统,并测试几个随机反应常数的不同值如何影响信号通路的行为。最后,我们表明鸟嘌呤核苷酸(GTP和GDP)的水平可能是调节整个信号通路的相关代谢信号。

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