Suppr超能文献

用于主客体结合热力学建模的水合与动力学效应联合处理:SAMPL5盲测挑战

A combined treatment of hydration and dynamical effects for the modeling of host-guest binding thermodynamics: the SAMPL5 blinded challenge.

作者信息

Pal Rajat Kumar, Haider Kamran, Kaur Divya, Flynn William, Xia Junchao, Levy Ronald M, Taran Tetiana, Wickstrom Lauren, Kurtzman Tom, Gallicchio Emilio

机构信息

Department of Chemistry, Brooklyn College, 2900 Bedford Avenue, Brooklyn, New York, 11210, USA.

Ph.D. Program in Biochemistry, The Graduate Center of the City University of New York, New York, NY, 10016, USA.

出版信息

J Comput Aided Mol Des. 2017 Jan;31(1):29-44. doi: 10.1007/s10822-016-9956-6. Epub 2016 Sep 30.

Abstract

As part of the SAMPL5 blinded experiment, we computed the absolute binding free energies of 22 host-guest complexes employing a novel approach based on the BEDAM single-decoupling alchemical free energy protocol with parallel replica exchange conformational sampling and the AGBNP2 implicit solvation model specifically customized to treat the effect of water displacement as modeled by the Hydration Site Analysis method with explicit solvation. Initial predictions were affected by the lack of treatment of ionic charge screening, which is very significant for these highly charged hosts, and resulted in poor relative ranking of negatively versus positively charged guests. Binding free energies obtained with Debye-Hückel treatment of salt effects were in good agreement with experimental measurements. Water displacement effects contributed favorably and very significantly to the observed binding affinities; without it, the modeling predictions would have grossly underestimated binding. The work validates the implicit/explicit solvation approach employed here and it shows that comprehensive physical models can be effective at predicting binding affinities of molecular complexes requiring accurate treatment of conformational dynamics and hydration.

摘要

作为SAMPL5盲法实验的一部分,我们采用了一种新颖的方法来计算22种主客体复合物的绝对结合自由能。该方法基于BEDAM单解耦炼金术自由能协议,采用并行副本交换构象采样,并使用专门定制的AGBNP2隐式溶剂化模型来处理水置换效应,水置换效应通过水化位点分析方法进行显式溶剂化建模。初始预测受到缺乏离子电荷筛选处理的影响,这对这些高电荷主体非常重要,并导致带负电与带正电客体的相对排序不佳。用德拜-休克尔处理盐效应得到的结合自由能与实验测量结果吻合良好。水置换效应有利于并非常显著地贡献了观察到的结合亲和力;没有它,建模预测将严重低估结合力。这项工作验证了这里采用的隐式/显式溶剂化方法,并且表明综合物理模型在预测需要精确处理构象动力学和水化的分子复合物的结合亲和力方面是有效的。

相似文献

9
Overview of the SAMPL5 host-guest challenge: Are we doing better?SAMPL5主客体挑战概述:我们是否取得了进步?
J Comput Aided Mol Des. 2017 Jan;31(1):1-19. doi: 10.1007/s10822-016-9974-4. Epub 2016 Sep 22.

引用本文的文献

5
Overview of the SAMPL6 host-guest binding affinity prediction challenge.SAMPL6 主客体结合亲和力预测挑战概述。
J Comput Aided Mol Des. 2018 Oct;32(10):937-963. doi: 10.1007/s10822-018-0170-6. Epub 2018 Nov 10.
7
Predicting Binding Free Energies: Frontiers and Benchmarks.预测结合自由能:前沿和基准。
Annu Rev Biophys. 2017 May 22;46:531-558. doi: 10.1146/annurev-biophys-070816-033654. Epub 2017 Apr 7.
8
Overview of the SAMPL5 host-guest challenge: Are we doing better?SAMPL5主客体挑战概述:我们是否取得了进步?
J Comput Aided Mol Des. 2017 Jan;31(1):1-19. doi: 10.1007/s10822-016-9974-4. Epub 2016 Sep 22.

本文引用的文献

1
Enthalpic Breakdown of Water Structure on Protein Active-Site Surfaces.蛋白质活性位点表面水结构的焓变分解
J Phys Chem B. 2016 Sep 1;120(34):8743-56. doi: 10.1021/acs.jpcb.6b01094. Epub 2016 Jun 2.
6
BEDAM binding free energy predictions for the SAMPL4 octa-acid host challenge.SAMPL4八酸主体挑战的BEDAM结合自由能预测。
J Comput Aided Mol Des. 2015 Apr;29(4):315-25. doi: 10.1007/s10822-014-9795-2. Epub 2015 Mar 1.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验