Suppr超能文献

迈向基于加速包络分布采样(A-EDS)的自动自由能计算

Toward Automated Free Energy Calculation with Accelerated Enveloping Distribution Sampling (A-EDS).

作者信息

Perthold Jan Walther, Petrov Dražen, Oostenbrink Chris

机构信息

Institute for Molecular Modeling and Simulation, Department for Material Sciences and Process Engineering, University of Natural Resources and Life Sciences (BOKU), Vienna, Muthgasse 18, 1190 Vienna, Austria.

出版信息

J Chem Inf Model. 2020 Nov 23;60(11):5395-5406. doi: 10.1021/acs.jcim.0c00456. Epub 2020 Jun 23.

Abstract

Free-energy perturbation (FEP) methods are commonly used in drug design to calculate relative binding free energies of different ligands to a common host protein. Alchemical ligand transformations are usually performed in multiple steps which need to be chosen carefully to ensure sufficient phase-space overlap between neighboring states. With one-step or single-step FEP techniques, a single reference state is designed that samples phase-space not only representative of a full transformation but also ideally resembles multiple ligand end states and hence allows for efficient multistate perturbations. Enveloping distribution sampling (EDS) is one example for such a method in which the reference state is created by a mathematical combination of the different ligand end states based on solid statistical mechanics. We have recently proposed a novel approach to EDS which enables efficient barrier crossing between the different end states, termed accelerated EDS (A-EDS). In this work, we further simplify the parametrization of the A-EDS reference state and demonstrate the automated calculation of multiple free-energy differences between different ligands from a single simulation in three different well-described drug design model systems.

摘要

自由能微扰(FEP)方法在药物设计中常用于计算不同配体与共同宿主蛋白的相对结合自由能。炼金术配体转化通常分多步进行,需要仔细选择这些步骤以确保相邻状态之间有足够的相空间重叠。使用一步或单步FEP技术时,会设计一个单一参考状态,该状态不仅对相空间进行采样以代表完整的转化,而且理想情况下类似于多个配体终态,因此允许进行高效的多态微扰。包络分布采样(EDS)就是这样一种方法的示例,其中参考状态是基于固体统计力学通过不同配体终态的数学组合创建的。我们最近提出了一种新的EDS方法,该方法能够在不同终态之间实现高效的势垒穿越,称为加速EDS(A-EDS)。在这项工作中,我们进一步简化了A-EDS参考状态的参数化,并在三个不同的、描述清晰的药物设计模型系统中,展示了从单个模拟中自动计算不同配体之间的多个自由能差。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c828/7686955/e4a4d5be14fd/ci0c00456_0001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验