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采样对 MM-PBSA 计算中 BACE-1 配体结合自由能预测的影响。

Effect of sampling on BACE-1 ligands binding free energy predictions via MM-PBSA calculations.

机构信息

Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts, 02138.

Département de Chimie, UMR 8640 PASTEUR, Ecole Normale Supérieure, PSL Research University, UPMC Univ. Paris 06, CNRS, 24 rue Lhomond, Paris, 75005, France.

出版信息

J Comput Chem. 2017 Aug 15;38(22):1941-1951. doi: 10.1002/jcc.24839. Epub 2017 Jun 1.

DOI:10.1002/jcc.24839
PMID:28568844
Abstract

The BACE-1 enzyme is a prime target to find a cure to Alzheimer's disease. In this article, we used the MM-PBSA approach to compute the binding free energies of 46 reported ligands to this enzyme. After showing that the most probable protonation state of the catalytic dyad is mono-protonated (on ASP32), we performed a thorough analysis of the parameters influencing the sampling of the conformational space (in total, more than 35 μs of simulations were performed). We show that ten simulations of 2 ns gives better results than one of 50 ns. We also investigated the influence of the protein force field, the water model, the periodic boundary conditions artifacts (box size), as well as the ionic strength. Amber03 with TIP3P, a minimal distance of 1.0 nm between the protein and the box edges and a ionic strength of I = 0.2 M provides the optimal correlation with experiments. Overall, when using these parameters, a Pearson correlation coefficient of R = 0.84 (R  = 0.71) is obtained for the 46 ligands, spanning eight orders of magnitude of K (from 0.017 nm to 2000 μM, i.e., from -14.7 to -3.7 kcal/mol), with a ligand size from 22 to 136 atoms (from 138 to 937 g/mol). After a two-parameter fit of the binding affinities for 12 of the ligands, an error of RMSD = 1.7 kcal/mol was obtained for the remaining ligands. © 2017 Wiley Periodicals, Inc.

摘要

BACE-1 酶是寻找阿尔茨海默病治疗方法的主要靶点。在本文中,我们使用 MM-PBSA 方法计算了 46 种报道的配体与该酶的结合自由能。在表明催化偶联的最可能质子化状态为单质子化(ASP32 上)后,我们对影响构象空间采样的参数进行了全面分析(总共进行了超过 35 μs 的模拟)。我们发现,10 次 2 ns 的模拟比 1 次 50 ns 的模拟效果更好。我们还研究了蛋白质力场、水模型、周期性边界条件(盒子大小)的影响以及离子强度的影响。Amber03 与 TIP3P,蛋白质与盒子边缘之间的最小距离为 1.0nm,离子强度为 I=0.2M,与实验结果具有最佳相关性。总体而言,当使用这些参数时,对于 46 种配体,得到的 Pearson 相关系数 R=0.84(R=0.71),涵盖了 K 的八个数量级(从 0.017nm 到 2000μM,即-14.7 到-3.7kcal/mol),配体的大小从 22 到 136 个原子(从 138 到 937g/mol)。对于 12 种配体的结合亲和力进行了双参数拟合后,对于其余的配体,得到的 RMSD 误差为 1.7kcal/mol。©2017 威利期刊公司

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