National Institutes of Health, National Heart, Lung and Blood Institute, Laboratory of Computational Biology, 5635 Fishers Lane, T-900 Suite, Rockville, MD 20852, USA.
J Comput Aided Mol Des. 2012 May;26(5):543-50. doi: 10.1007/s10822-011-9525-y. Epub 2011 Dec 24.
Relative free energy calculations based on molecular dynamics simulations are combined with available experimental binding free energies to predict unknown binding affinities of acyclic Cucurbituril complexes in the blind SAMPL3 competition. The predictions yield root mean square errors between 2.6 and 3.2 kcal/mol for seven host-guest systems. Those deviations are comparable to results for solvation free energies of small organic molecules. However, the standard deviations found in our simulations range from 0.4 to 2.4 kcal/mol, which indicates the need for better sampling. Three different approaches are compared. Bennett's Acceptance Ratio Method and thermodynamic integration based on the trapezoidal rule with 12 λ-points exhibit a root mean square error of 2.6 kcal/mol, while thermodynamic integration with Simpson's rule and 11 λ-points leads to a root mean square error of 3.2 kcal/mol. In terms of absolute median errors, Bennett's Acceptance Ratio Method performs better than thermodynamic integration with the trapezoidal rule (1.7 vs. 2.9 kcal/mol). Simulations of the deprotonated forms of the guest molecules exhibit a poorer correspondence to experimental results with a root mean square error of 5.2 kcal/mol. In addition, a decrease of the buffer concentration by approximately 20 mM in the simulations raises the root mean square error to 3.8 kcal/mol.
基于分子动力学模拟的相对自由能计算与可用的实验结合,以预测非循环葫芦脲复合物在盲目 SAMPL3 竞争中的未知结合亲和力。预测结果对于七个主客体系统的均方根误差在 2.6 到 3.2 kcal/mol 之间。这些偏差与小分子的溶剂化自由能结果相当。然而,我们的模拟中发现的标准偏差范围从 0.4 到 2.4 kcal/mol,这表明需要更好的采样。比较了三种不同的方法。Bennett 的接受比方法和基于梯形规则的热力学积分(具有 12 个 λ 点)的均方根误差为 2.6 kcal/mol,而具有 Simpson 规则和 11 个 λ 点的热力学积分的均方根误差为 3.2 kcal/mol。就绝对中位数误差而言,Bennett 的接受比方法比基于梯形规则的热力学积分(1.7 与 2.9 kcal/mol)表现更好。客体分子的去质子化形式的模拟与实验结果的对应性较差,均方根误差为 5.2 kcal/mol。此外,模拟中缓冲液浓度降低约 20 mM 将均方根误差提高到 3.8 kcal/mol。