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基于系统发育树相似性的蛋白质相互作用预测

Prediction of protein interaction based on similarity of phylogenetic trees.

作者信息

Pazos Florencio, Juan David, Izarzugaza Jose M G, Leon Eduardo, Valencia Alfonso

机构信息

Computational Systems Biology Group, National Centre for Biotechnology (CNB-CSIC), Madrid, Spain.

出版信息

Methods Mol Biol. 2008;484:523-35. doi: 10.1007/978-1-59745-398-1_31.

Abstract

Computational methods for predicting protein interaction partners are becoming increasingly popular. Many of them are mature enough to be widely used by molecular biologists who can look for proteins related to the protein of interest in order to infer information about its context in the cell. In this chapter we describe the use of the mirrortree set of programs and related software for predicting protein interactions. They are all based on the idea that interacting or functionally related proteins tend to show similar phylogenetic trees due to coevolution. The basic mirrortree program can be used to calculate the similarity between the phylogenetic trees implicit in the multiple sequence alignments of two protein families. The ECID database contains protein interactions and relationships from different computational and experimental sources for the model organism Escherichia coli, including the ones generated with mirrortree. Finally, the TSEMA server uses the concept of tree similarity between interacting families to look for the best mapping between two families of interacting proteins: which member in one family interacts with which member in the other.

摘要

预测蛋白质相互作用伙伴的计算方法正变得越来越流行。其中许多方法已经足够成熟,可供分子生物学家广泛使用,他们可以寻找与感兴趣的蛋白质相关的蛋白质,以便推断其在细胞中的背景信息。在本章中,我们描述了使用mirrortree程序集和相关软件来预测蛋白质相互作用。它们都基于这样一种观点,即由于共同进化,相互作用或功能相关的蛋白质往往会显示出相似的系统发育树。基本的mirrortree程序可用于计算两个蛋白质家族的多序列比对中隐含的系统发育树之间的相似性。ECID数据库包含来自不同计算和实验来源的模式生物大肠杆菌的蛋白质相互作用和关系,包括使用mirrortree生成的那些。最后,TSEMA服务器使用相互作用家族之间的树相似性概念来寻找两个相互作用蛋白质家族之间的最佳匹配:一个家族中的哪个成员与另一个家族中的哪个成员相互作用。

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