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蛋白质-蛋白质相互作用中进化与能量限制之间的微妙权衡

The Subtle Trade-Off between Evolutionary and Energetic Constraints in Protein-Protein Interactions.

作者信息

Marchetti Filippo, Capelli Riccardo, Rizzato Francesca, Laio Alessandro, Colombo Giorgio

机构信息

Istituto di Chimica del Riconoscimento Molecolare , CNR Via Mario Bianco 9 , 20131 Milano , Italy.

Dipartimento di Chimica , Università degli Studi di Milano , Via Venezian 21 , I-20133 Milano , Italy.

出版信息

J Phys Chem Lett. 2019 Apr 4;10(7):1489-1497. doi: 10.1021/acs.jpclett.9b00191. Epub 2019 Mar 18.

Abstract

Life machinery, although overwhelmingly complex, is rooted on a rather limited number of molecular processes. One of the most important is protein-protein interaction. Metabolic regulation, protein folding control, and cellular motility are examples of processes based on the fine-tuned interaction of several protein partners. The region on the protein surface devoted to the recognition of a specific partner is essential for the function of the protein and is, therefore, likely to be conserved during evolution. On the other hand, the physical chemistry of amino acids underlies the mechanism of interactions. Both evolutionary and energetic constraints can then be used to build scoring functions capable of recognizing interaction sites. Our working hypothesis is that residues within the interaction interface tend at the same time to be evolutionarily conserved (to preserve their function) and to provide little contribution to the internal stabilization of the structure of their cognate protein, to facilitate conformational adaptation to the partner. Here, we show that for some classes of protein partners (for example, those involved in signal transduction and in enzymes) evolutionary constraints play the key role in defining the interaction surface. In contrast, energetic constraints emerge as more important in protein partners involved in immune response, in inhibitor proteins, and in structural proteins. Our results indicate that a general-purpose scoring function for protein-protein interaction should not be agnostic of the biological function of the partners.

摘要

生命机制虽然极其复杂,但却基于相当有限的一些分子过程。其中最重要的过程之一是蛋白质-蛋白质相互作用。代谢调节、蛋白质折叠控制和细胞运动性都是基于几种蛋白质伙伴之间精细调节的相互作用的过程实例。蛋白质表面专门用于识别特定伙伴的区域对于蛋白质的功能至关重要,因此在进化过程中可能会保守下来。另一方面,氨基酸的物理化学性质是相互作用机制的基础。进化和能量限制都可用于构建能够识别相互作用位点的评分函数。我们的工作假设是,相互作用界面内的残基往往同时在进化上保守(以保留其功能),并且对其同源蛋白质结构的内部稳定性贡献很小,以便于构象适应伙伴。在这里,我们表明,对于某些类型的蛋白质伙伴(例如,参与信号转导和酶的那些伙伴),进化限制在定义相互作用表面方面起关键作用。相比之下,能量限制在参与免疫反应的蛋白质伙伴、抑制蛋白和结构蛋白中显得更为重要。我们的结果表明,用于蛋白质-蛋白质相互作用的通用评分函数不应忽视伙伴的生物学功能。

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