Kiel Christina, Aydin Dorothee, Serrano Luis
EMBL-CRG Systems Biology Unit, Centre de Regulacio Genomica, Barcelona, Spain.
PLoS Comput Biol. 2008 Dec;4(12):e1000245. doi: 10.1371/journal.pcbi.1000245. Epub 2008 Dec 19.
Evolutionary conservation of protein interaction properties has been shown to be a valuable indication for functional importance. Here we use homology interface modeling of 10 Ras-effector complexes by selecting ortholog proteins from 12 organisms representing the major eukaryotic branches, except plants. We find that with increasing divergence time the sequence similarity decreases with respect to the human protein, but the affinities and association rate constants are conserved as predicted by the protein design algorithm, FoldX. In parallel we have done computer simulations on a minimal network based on Ras-effector interactions, and our results indicate that in the absence of negative feedback, changes in kinetics that result in similar binding constants have strong consequences on network behavior. This, together with the previous results, suggests an important biological role, not only for equilibrium binding constants but also for kinetics in signaling processes involving Ras-effector interactions. Our findings are important to take into consideration in system biology approaches and simulations of biological networks.
蛋白质相互作用特性的进化保守性已被证明是功能重要性的一个有价值的指标。在这里,我们通过从代表主要真核生物分支(除植物外)的12种生物中选择直系同源蛋白,对10种Ras效应复合物进行同源界面建模。我们发现,随着分歧时间的增加,相对于人类蛋白质,序列相似性降低,但亲和力和缔合速率常数如蛋白质设计算法FoldX所预测的那样保守。同时,我们基于Ras效应相互作用对一个最小网络进行了计算机模拟,我们的结果表明,在没有负反馈的情况下,导致相似结合常数的动力学变化对网络行为有强烈影响。这与先前的结果一起表明,不仅平衡结合常数,而且在涉及Ras效应相互作用的信号传导过程中的动力学都具有重要的生物学作用。在系统生物学方法和生物网络模拟中考虑我们的发现很重要。