School of Chemistry, The University of New South Wales, Sydney, New South Wales 2052, Australia.
J Chem Theory Comput. 2022 Sep 13;18(9):5607-5617. doi: 10.1021/acs.jctc.2c00491. Epub 2022 Aug 11.
This paper introduces an economical approach for improving the accuracy and convergence of quantum mechanics/molecular mechanics (QM/MM) models. The approach is tested on a series of neutral and charged amino acids embedded in a 160-water cluster, where their intramolecular proton transfer energies (neutral amino acid → zwitterionic amino acid) were previously obtained at the ωB97X-D/6-31G(d) level of theory. When the charges on the MM atoms were replaced with those obtained at the same QM level of theory used to treat the QM atoms, this significantly improved the accuracy and convergence of the QM/MM models. In particular, the QM/MM model converged to within 1.4 kcal mol of directly calculated DFT energies for smaller (by as many as 20 waters) QM regions. The use of atomic charges obtained from the natural population analysis yielded the most significant improvement, while other charge schemes such as Mulliken, electrostatic potential, or CM5 led to poorer outcomes. It is further demonstrated that the QM atomic charges can be accurately estimated in a highly efficient manner using an iterative fragmentation approach based on the moving-domain QM/MM method. Similar observations were made when the approach was used to predict the barrier of an S2 reaction. Thus, the use of QM-quality atomic charges on MM atoms represents a simple and easy-to-implement strategy for improving the accuracy of QM/MM models.
本文提出了一种经济有效的方法,用于提高量子力学/分子力学(QM/MM)模型的准确性和收敛性。该方法在一系列中性和带电氨基酸嵌入 160 个水分子簇中进行了测试,此前在 ωB97X-D/6-31G(d)理论水平上获得了它们的分子内质子转移能(中性氨基酸→两性离子氨基酸)。当 MM 原子上的电荷被替换为与用于处理 QM 原子的相同 QM 理论水平上获得的电荷时,这显著提高了 QM/MM 模型的准确性和收敛性。特别是,QM/MM 模型收敛到直接计算 DFT 能量的范围内,对于较小的(多达 20 个水分子)QM 区域,收敛到 1.4 kcal mol。自然键轨道分析得到的原子电荷产生了最显著的改进,而其他电荷方案,如 Mulliken、静电势或 CM5,则导致较差的结果。进一步证明,使用基于移动域 QM/MM 方法的迭代碎片方法,可以以高效的方式准确估计 QM 原子电荷。当该方法用于预测 S2 反应的势垒时,也观察到了类似的结果。因此,在 MM 原子上使用 QM 质量的原子电荷代表了一种简单易行的策略,可以提高 QM/MM 模型的准确性。