Department of Chemistry, Michigan State University, East Lansing, MI, 48824, USA.
J Comput Aided Mol Des. 2018 Oct;32(10):1097-1115. doi: 10.1007/s10822-018-0159-1. Epub 2018 Sep 17.
In this effort in the SAMPL6 host-guest binding challenge, a combination of molecular dynamics and quantum mechanical methods were used to blindly predict the host-guest binding free energies of a series of cucurbit[8]uril (CB8), octa-acid (OA), and tetramethyl octa-acid (TEMOA) hosts bound to various guest molecules in aqueous solution. Poses for host-guest systems were generated via molecular dynamics (MD) simulations and clustering analyses. The binding free energies for the structures obtained via cluster analyses of MD trajectories were calculated using the MMPBSA method and density functional theory (DFT) with the inclusion of Grimme's dispersion correction, an implicit solvation model to model the aqueous solution, and the resolution-of-the-identity (RI) approximation (MMPBSA, RI-B3PW91-D3, and RI-B3PW91, respectively). Among these three methods tested, the results for OA and TEMOA systems showed MMPBSA and RI-B3PW91-D3 methods can be used to qualitatively rank binding energies of small molecules with an overbinding by 7 and 37 kcal/mol respectively, and RI-B3PW91 gave the poorest quality results, indicating the importance of dispersion correction for the binding free energy calculations. Due to the complexity of the CB8 systems, all of the methods tested show poor correlation with the experimental results. Other quantum mechanical approaches used for the calculation of binding free energies included DFT without the RI approximation, utilizing truncated basis sets to reduce the computational cost (memory, disk space, CPU time), and a corrected dielectric constant to account for ionic strength within the implicit solvation model.
在 SAMPL6 主客体结合挑战中,采用分子动力学和量子力学方法的组合,盲目预测了一系列葫芦[8]脲(CB8)、八酸(OA)和四甲基八酸(TEMOA)主体与各种客体分子在水溶液中结合的主客体结合自由能。通过分子动力学(MD)模拟和聚类分析生成主体-客体体系的构象。通过 MD 轨迹聚类分析获得的结构的结合自由能使用 MMPBSA 方法和密度泛函理论(DFT)计算,其中包括 Grimme 的色散校正、用于模拟水溶液的隐式溶剂模型以及积分方程(RI)近似(MMPBSA、RI-B3PW91-D3 和 RI-B3PW91,分别)。在所测试的这三种方法中,OA 和 TEMOA 系统的结果表明,MMPBSA 和 RI-B3PW91-D3 方法可用于定性地对小分子的结合能进行排序,分别有 7 和 37 kcal/mol 的过结合,而 RI-B3PW91 给出的结果质量最差,表明色散校正对于结合自由能计算的重要性。由于 CB8 系统的复杂性,所有测试的方法与实验结果的相关性都很差。用于计算结合自由能的其他量子力学方法包括不使用 RI 近似的 DFT,利用截断基组来降低计算成本(内存、磁盘空间、CPU 时间),以及修正的介电常数来考虑隐式溶剂模型中的离子强度。