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PPI热点:蛋白质-蛋白质相互作用热点数据库。

PPI-Hotspot: Database of Protein-Protein Interaction Hot Spots.

作者信息

Chen Yao Chi, Chen Yu-Hsien, Wright Jon D, Lim Carmay

机构信息

Institute of Biomedical Sciences, Academia Sinica, Taipei 115, Taiwan.

Department of Chemistry, National Tsing Hua University, Hsinchu 300, Taiwan.

出版信息

J Chem Inf Model. 2022 Feb 28;62(4):1052-1060. doi: 10.1021/acs.jcim.2c00025. Epub 2022 Feb 11.

Abstract

Single-point mutations of certain residues (so-called hot spots) impair/disrupt protein-protein interactions (PPIs), leading to pathogenesis and drug resistance. Conventionally, a PPI-hot spot is identified when its replacement decreased the binding free energy significantly, generally by ≥2 kcal/mol. The relatively few mutations with such a significant binding free energy drop limited the number of distinct PPI-hot spots. By defining PPI-hot spots based on mutations that have been manually curated in UniProtKB to significantly impair/disrupt PPIs in addition to binding free energy changes, we have greatly expanded the number of distinct PPI-hot spots by an order of magnitude. These experimentally determined PPI-hot spots along with available structures have been collected in a database called PPI-Hotspot. We have applied the PPI-Hotspot to create a nonredundant benchmark, PPI-Hotspot+PDB, for assessing methods to predict PPI-hot spots using the free structure as input. PPI-Hotspot will benefit the design of mutagenesis experiments and development of PPI-hot spot prediction methods. The database and benchmark are freely available at https://ppihotspot.limlab.dnsalias.org.

摘要

某些残基的单点突变(即所谓的热点)会损害/破坏蛋白质-蛋白质相互作用(PPI),从而导致发病机制和耐药性。传统上,当PPI热点的替换显著降低结合自由能(通常降低≥2千卡/摩尔)时,该热点就会被识别出来。具有如此显著结合自由能下降的突变相对较少,限制了不同PPI热点的数量。通过基于在UniProtKB中手动策划的突变来定义PPI热点,这些突变除了结合自由能变化外还会显著损害/破坏PPI,我们已将不同PPI热点的数量大幅增加了一个数量级。这些通过实验确定的PPI热点以及可用结构已被收集到一个名为PPI-Hotspot的数据库中。我们已应用PPI-Hotspot创建了一个非冗余基准PPI-Hotspot+PDB,用于评估以自由结构作为输入来预测PPI热点的方法。PPI-Hotspot将有助于诱变实验的设计和PPI热点预测方法的开发。该数据库和基准可在https://ppihotspot.limlab.dnsalias.org免费获取。

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