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变构 GPCR 结合位点及其配体结合潜力的比较研究。

Comparative Study of Allosteric GPCR Binding Sites and Their Ligandability Potential.

机构信息

Computational Chemistry, Nxera Pharma U.K., Steinmetz Building, Granta Park, Cambridge CB21 6DG, United Kingdom.

Department of Biomolecular Sciences, University of Urbino Carlo Bo, Piazza Rinascimento 6, Urbino 61029, Italy.

出版信息

J Chem Inf Model. 2024 Nov 11;64(21):8176-8192. doi: 10.1021/acs.jcim.4c00819. Epub 2024 Oct 23.

Abstract

The steadily growing number of experimental G-protein-coupled receptor (GPCR) structures has revealed diverse locations of allosteric modulation, and yet few drugs target them. This gap highlights the need for a deeper understanding of allosteric modulation in GPCR drug discovery. The current work introduces a systematic annotation scheme to structurally classify GPCR binding sites based on receptor class, transmembrane helix contacts, and, for membrane-facing sites, membrane sublocation. This GPCR specific annotation scheme was applied to 107 GPCR structures bound by small molecules contributing to 24 distinct allosteric binding sites for comparative evaluation of three binding site detection methods (BioGPS, SiteMap, and FTMap). BioGPS identified the most in 22 of 24 sites. In addition, our property analysis showed that extrahelical allosteric ligands and binding sites represent a distinct chemical space characterized by shallow pockets with low volume, and the corresponding allosteric ligands showed an enrichment of halogens. Furthermore, we demonstrated that combining receptor and ligand similarity can be a viable method for ligandability assessment. One challenge regarding site prediction is the ligand shaping effect on the observed binding site, especially for extrahelical sites where the ligand-induced effect was most pronounced. To our knowledge, this is the first study presenting a binding site annotation scheme standardized for GPCRs, and it allows a comparison of allosteric binding sites across different receptors in an objective way. The insight from this study provides a framework for future GPCR binding site studies and highlights the potential of targeting allosteric sites for drug development.

摘要

不断增长的实验性 G 蛋白偶联受体 (GPCR) 结构数量揭示了变构调节的多种位置,但很少有药物针对它们。这种差距突出表明需要在 GPCR 药物发现中深入了解变构调节。目前的工作引入了一种系统的注释方案,根据受体类别、跨膜螺旋接触以及面向膜的位置,对 GPCR 结合位点进行结构分类。该 GPCR 特异性注释方案应用于 107 个小分子结合的 GPCR 结构,用于比较三种结合位点检测方法 (BioGPS、SiteMap 和 FTMap) 的 24 个不同变构结合位点的评估。BioGPS 在 24 个位点中的 22 个中识别出最多的位点。此外,我们的属性分析表明,螺旋外变构配体和结合位点代表了一个独特的化学空间,其特征是具有低体积的浅口袋,相应的变构配体表现出卤素的富集。此外,我们证明结合受体和配体相似性可以是一种可行的配体评估方法。关于位点预测的一个挑战是配体对观察到的结合位点的塑造效应,特别是对于螺旋外位点,配体诱导效应最为明显。据我们所知,这是第一个提出针对 GPCR 标准化的结合位点注释方案的研究,它允许以客观的方式比较不同受体的变构结合位点。这项研究的见解为未来的 GPCR 结合位点研究提供了框架,并强调了针对变构位点进行药物开发的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/280b/11558664/32875b4a538c/ci4c00819_0001.jpg

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