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诱导契合对接可实现同源模型中自由能微扰计算的准确性。

Induced-Fit Docking Enables Accurate Free Energy Perturbation Calculations in Homology Models.

机构信息

Schrödinger, Inc., 1540 Broadway, New York, New York 10036, United States.

Department of Chemistry, Columbia University, 3000 Broadway, MC 3110, New York, New York 10036, United States.

出版信息

J Chem Theory Comput. 2022 Sep 13;18(9):5710-5724. doi: 10.1021/acs.jctc.2c00371. Epub 2022 Aug 16.

Abstract

Homology models have been used for virtual screening and to understand the binding mode of a known active compound; however, rarely have the models been shown to be of sufficient accuracy, comparable to crystal structures, to support free-energy perturbation (FEP) calculations. We demonstrate here that the use of an advanced induced-fit docking methodology reliably enables predictive FEP calculations on congeneric series across homology models ≥30% sequence identity. Furthermore, we show that retrospective FEP calculations on a congeneric series of drug-like ligands are sufficient to discriminate between predicted binding modes. Results are presented for a total of 29 homology models for 14 protein targets, showing FEP results comparable to those obtained using experimentally determined crystal structures for 86% of homology models with template structure sequence identities ranging from 30 to 50%. Implications for the use and validation of homology models in drug discovery projects are discussed.

摘要

同源模型已被用于虚拟筛选和了解已知活性化合物的结合模式;然而,这些模型很少被证明具有足够的准确性,可与晶体结构相媲美,以支持自由能微扰(FEP)计算。在这里,我们证明了使用先进的诱导契合对接方法,可以可靠地对同源模型≥30%序列同一性的同类系列进行预测性 FEP 计算。此外,我们还表明,对药物样配体的同类系列进行回顾性 FEP 计算足以区分预测的结合模式。总共为 14 个蛋白质靶标提供了 29 个同源模型的结果,对于模板结构序列同一性为 30%至 50%的同源模型,86%的同源模型的 FEP 结果与使用实验确定的晶体结构获得的结果相当。讨论了同源模型在药物发现项目中的使用和验证的意义。

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