Università degli Studi di Milano-Bicocca, Dipartimento di Statistica, Milano, Italy.
Biotechnol Adv. 2012 Jan-Feb;30(1):99-107. doi: 10.1016/j.biotechadv.2011.06.014. Epub 2011 Jun 29.
In the yeast Saccharomyces cerevisiae, the Ras/cAMP/PKA pathway plays a major role in the regulation of metabolism, stress resistance and cell cycle progression. We extend here a mechanistic model of the Ras/cAMP/PKA pathway that we previously defined by describing the molecular interactions and post-translational modifications of proteins, and perform a computational analysis to investigate the dynamical behaviors of the components of this pathway, regulated by different control mechanisms. We carry out stochastic simulations to consider, in particular, the effect of the negative feedback loops on the activity of both Ira2 (a Ras-GAP) and Cdc25 (a Ras-GEF) proteins. Our results show that stable oscillatory regimes for the dynamics of cAMP can be obtained only through the activation of these feedback mechanisms, and when the amount of Cdc25 is within a specific range. In addition, we highlight that the levels of guanine nucleotides pools are able to regulate the pathway, by influencing the transition between stable steady states and oscillatory regimes.
在酵母酿酒酵母中,Ras/cAMP/PKA 途径在代谢调控、应激抗性和细胞周期进程中起着主要作用。我们在这里扩展了之前通过描述蛋白质的分子相互作用和翻译后修饰来定义的 Ras/cAMP/PKA 途径的机制模型,并进行了计算分析,以研究受不同控制机制调节的该途径组件的动态行为。我们进行了随机模拟,以特别考虑负反馈回路对 Ira2(Ras-GAP)和 Cdc25(Ras-GEF)蛋白活性的影响。我们的结果表明,只有通过激活这些反馈机制,并且当 Cdc25 的数量在特定范围内时,cAMP 动力学才能获得稳定的振荡状态。此外,我们强调了鸟嘌呤核苷酸池的水平能够通过影响稳定稳态和振荡状态之间的转变来调节途径。