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蛋白质序列中位点特异性氨基酸分布的预测及分歧进化变化的限度

Prediction of site-specific amino acid distributions and limits of divergent evolutionary changes in protein sequences.

作者信息

Porto Markus, Roman H Eduardo, Vendruscolo Michele, Bastolla Ugo

机构信息

Institut für Festkörperphysik, Technische Universität Darmstadt, Hochschulstr. 8, 64289 Darmstadt, Germany.

出版信息

Mol Biol Evol. 2005 Mar;22(3):630-8. doi: 10.1093/molbev/msi048. Epub 2004 Nov 10.

Abstract

We derive an analytic expression for site-specific stationary distributions of amino acids from the structurally constrained neutral (SCN) model of protein evolution with conservation of folding stability. The stationary distributions that we obtain have a Boltzmann-like shape, and their effective temperature parameter, measuring the limit of divergent evolutionary changes at a given site, can be predicted from a site-specific topological property, the principal eigenvector of the contact matrix of the native conformation of the protein. These analytic results, obtained without free parameters, are compared with simulations of the SCN model and with the site-specific amino acid distributions obtained from the Protein Data Bank. These results also provide new insights into how the topology of a protein fold influences its designability, i.e., the number of sequences compatible with that fold. The dependence of the effective temperature on the principal eigenvector decreases for longer proteins, as a possible consequence of the fact that selection for thermodynamic stability becomes weaker in this case.

摘要

我们从具有折叠稳定性守恒的蛋白质进化结构受限中性(SCN)模型中推导出氨基酸位点特异性稳态分布的解析表达式。我们得到的稳态分布具有类似玻尔兹曼分布的形状,其有效温度参数用于衡量给定位点发散进化变化的极限,可从蛋白质天然构象接触矩阵的位点特异性拓扑性质(主特征向量)预测得到。这些无需自由参数的解析结果与SCN模型的模拟结果以及从蛋白质数据库获得的位点特异性氨基酸分布进行了比较。这些结果还为蛋白质折叠拓扑结构如何影响其可设计性(即与该折叠兼容的序列数量)提供了新的见解。随着蛋白质长度增加,有效温度对主特征向量的依赖性降低,这可能是由于在这种情况下对热力学稳定性的选择变弱所致。

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