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一种用于分析蛋白质复合物形成时蛋白质灵活性变化的图论方法。

A graph theoretical approach for analysis of protein flexibility change at protein complex formation.

作者信息

Del Carpio M Carlos A, Shaikh Abdul Rajjak, Ichiishi Eichiro, Koyama Michihisa, Kubo Momoji, Nishijima Kazumi, Miyamoto Akira

机构信息

Department of Applied Chemistry, Graduate School of Engineering, Tohoku University, 6-6-11-1302 Aoba, Aramaki, Sendai 980-8579, Japan.

出版信息

Genome Inform. 2005;16(2):148-60.

Abstract

Hitherto analyses of protein complexes are frequently confined to the changes in the interface of the protein subunits undergoing interaction, while the holistic picture of the protein monomers' structure transformation, or the pervasive rigidity adopted by the newly formed complex are most often than not improperly evaluated in spite of the multiple and deep insights that they can yield about the interaction process itself at the molecular level, or at the higher level of genomic functional analyses for which relevant systems biological information can be obtained. To address this aspect of protein-protein interaction we propose in this work a newly developed algorithm that is based on graph theoretical instances and makes possible the evaluation of the changes in the flexibility of the interacting molecules and the rigidity adopted at complex formation. Since one can also figure out the opposite process, i.e. that in which the complex decomposes into its constituent subunits, each of which may accomplish another vital role in the organism, the methodology proposed here is also able to address such problem. The algorithm we propose performs a rigidity and/or flexibility evaluation of every node (atom) on the network constituted by the entire set of intra and inter-molecular inter-atomic interactions. Comparison of flexible or rigid molecular regions or domains within the complex with those in the respective isolated monomers leads to quantification of the loss (or gain) in the number of degrees of freedom at complex formation and their effects on protein complex formation mechanisms. This index is also valuable in the identification of collective motions within the protein that may play a critical role in the process of complex formation, and the influences they may have in the behavior and function of the complex (as well as the subunits constituting it) within the organism. Furthermore, the methodology, embedded in protein docking algorithms allows the development of a framework for categorizing and ranking decoys output by broadly used grid scoring type algorithms, one of which is the system for protein-protein interaction system MIAX that has been under continuous development in recent years.

摘要

迄今为止,对蛋白质复合物的分析通常局限于相互作用的蛋白质亚基界面的变化,而蛋白质单体结构转变的整体情况,或者新形成的复合物所具有的普遍刚性,尽管它们能够在分子水平上对相互作用过程本身,或者在能够获得相关系统生物学信息的基因组功能分析的更高层面上产生诸多深刻见解,但却往往没有得到恰当评估。为了解决蛋白质 - 蛋白质相互作用的这一方面问题,我们在这项工作中提出了一种新开发的算法,该算法基于图论实例,能够评估相互作用分子的柔韧性变化以及复合物形成时所具有的刚性。由于还可以推断出相反的过程,即复合物分解为其组成亚基的过程,其中每个亚基可能在生物体中发挥另一个重要作用,所以这里提出的方法也能够解决此类问题。我们提出的算法对由分子内和分子间所有原子间相互作用构成的网络中的每个节点(原子)进行刚性和/或柔韧性评估。将复合物内柔性或刚性的分子区域或结构域与各自分离的单体中的区域或结构域进行比较,能够量化复合物形成时自由度数量的损失(或增加)及其对蛋白质复合物形成机制的影响。该指标在识别蛋白质内可能在复合物形成过程中起关键作用的集体运动,以及它们对复合物(以及构成它的亚基)在生物体内的行为和功能可能产生的影响方面也很有价值。此外,嵌入蛋白质对接算法中的该方法允许开发一个框架,用于对广泛使用的网格评分类型算法输出的诱饵进行分类和排序,其中之一就是近年来一直在持续开发的蛋白质 - 蛋白质相互作用系统MIAX。

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