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PEP-SiteFinder: a tool for the blind identification of peptide binding sites on protein surfaces

机译:PEP-SiteFinder:用于盲目鉴定肽的工具 蛋白质表面上的结合位点

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摘要

Peptide–protein interactions are important to many processes of life, particularly for signal transmission or regulatory mechanisms. When no information is known about the interaction between a protein and a peptide, it is of interest to propose candidate sites of interaction at the protein surface, to assist the design of biological experiments to probe the interaction, or to serve as a starting point for more focused in silico approaches. PEP-SiteFinder is a tool that will, given the structure of a protein and the sequence of a peptide, identify protein residues predicted to be at peptide–protein interface. PEP-SiteFinder relies on the 3D de novo generation of peptide conformations given its sequence. These conformations then undergo a fast blind rigid docking on the complete protein surface, and we have found, as the result of a benchmark over 41 complexes, that the best poses overlap to some extent the experimental patch of interaction for close to 90% complexes. In addition, PEP-SiteFinder also returns a propensity index we have found informative about the confidence of the prediction. The PEP-SiteFinder web server is available at .
机译:肽与蛋白质的相互作用对于许多生命过程都很重要,特别是对于信号传递或调节机制而言。如果尚不了解有关蛋白质与肽之间相互作用的信息,则有兴趣提出在蛋白质表面相互作用的候选位点,以协助设计生物学实验以探测相互作用,或作为蛋白质相互作用的起点。更专注于计算机方法。 PEP-SiteFinder是一种工具,将根据蛋白质的结构和肽的序列,识别预计在肽-蛋白质界面上的蛋白质残基。 PEP-SiteFinder依靠3D从头产生给定序列的肽构象。然后,这些构象在完整的蛋白质表面上经历快速盲目的刚性对接,我们发现,作为对41种复合物进行基准测试的结果,最佳姿势在某种程度上与接近90%的复合物的相互作用实验部分重叠。此外,PEP-SiteFinder还会返回一个倾向指数,我们发现该指数可以提供有关预测置信度的信息。 PEP-SiteFinder Web服务器位于。

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