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用 MM 和 QM 方法计算 SAMPL6 八元酸主客体挑战中的结合自由能。

Binding free energies in the SAMPL6 octa-acid host-guest challenge calculated with MM and QM methods.

机构信息

Department of Theoretical Chemistry, Lund University, Chemical Centre, P. O. Box 124, 221 00, Lund, Sweden.

出版信息

J Comput Aided Mol Des. 2018 Oct;32(10):1027-1046. doi: 10.1007/s10822-018-0158-2. Epub 2018 Sep 10.

Abstract

We have estimated free energies for the binding of eight carboxylate ligands to two variants of the octa-acid deep-cavity host in the SAMPL6 blind-test challenge (with or without endo methyl groups on the four upper-rim benzoate groups, OAM and OAH, respectively). We employed free-energy perturbation (FEP) for relative binding energies at the molecular mechanics (MM) and the combined quantum mechanical (QM) and MM (QM/MM) levels, the latter obtained with the reference-potential approach with QM/MM sampling for the MM → QM/MM FEP. The semiempirical QM method PM6-DH+ was employed for the ligand in the latter calculations. Moreover, binding free energies were also estimated from QM/MM optimised structures, combined with COSMO-RS estimates of the solvation energy and thermostatistical corrections from MM frequencies. They were performed at the PM6-DH+ level of theory with the full host and guest molecule in the QM system (and also four water molecules in the geometry optimisations) for 10-20 snapshots from molecular dynamics simulations of the complex. Finally, the structure with the lowest free energy was recalculated using the dispersion-corrected density-functional theory method TPSS-D3, for both the structure and the energy. The two FEP approaches gave similar results (PM6-DH+/MM slightly better for OAM), which were among the five submissions with the best performance in the challenge and gave the best results without any fit to data from the SAMPL5 challenge, with mean absolute deviations (MAD) of 2.4-5.2 kJ/mol and a correlation coefficient (R) of 0.77-0.93. This is the first time QM/MM approaches give binding free energies that are competitive to those obtained with MM for the octa-acid host. The QM/MM-optimised structures gave somewhat worse performance (MAD = 3-8 kJ/mol and R = 0.1-0.9), but the results were improved compared to previous studies of this system with similar methods.

摘要

我们估算了在 SAMPL6 盲测挑战中,两个变体八元酸深腔主体与八个羧酸配体结合的自由能(分别带有或不带有上边缘苯甲酸盐基团的内甲基,即 OAM 和 OAH)。我们采用自由能微扰(FEP)法计算分子力学(MM)和组合量子力学(QM)和 MM(QM/MM)水平的相对结合能,后者通过参考势方法与 MM→QM/MM FEP 的 QM/MM 采样获得。在后一种计算中,采用半经验 QM 方法 PM6-DH+对配体进行计算。此外,还通过 QM/MM 优化结构,结合 COSMO-RS 估算溶剂化能和 MM 频率的统计校正,估算结合自由能。这些计算均在 PM6-DH+理论水平上进行,在 QM 体系中采用全宿主和客体分子(在几何优化中还采用 4 个水分子),对复杂体系的分子动力学模拟中的 10-20 个快照进行。最后,使用包含色散校正密度泛函理论方法 TPSS-D3 的结构,对结构和能量进行重新计算。两种 FEP 方法得到了相似的结果(对于 OAM,PM6-DH+/MM 略好),这两种方法在挑战中表现最好的五个提交结果之一,并且没有对来自 SAMPL5 挑战的数据进行拟合,平均绝对偏差(MAD)为 2.4-5.2 kJ/mol,相关系数(R)为 0.77-0.93。这是首次采用 QM/MM 方法获得与 MM 方法相当的八元酸主体结合自由能。QM/MM 优化结构的性能稍差(MAD=3-8 kJ/mol,R=0.1-0.9),但与该体系类似方法的先前研究相比,结果有所改善。

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