West Center for Computational Chemistry and Drug Design, Department of Chemistry & Biochemistry, University of the Sciences in Philadelphia, 600 South 43rd Street, Philadelphia, Pennsylvania 19104, United States and Van 't Hoff Institute for Molecular Sciences, University of Amsterdam, Nieuwe Achtergracht 166, 1018 WV Amsterdam, The Netherlands.
J Chem Theory Comput. 2011 Feb 8;7(2):402-19. doi: 10.1021/ct100395n. Epub 2010 Dec 29.
The free energy surfaces (FESs) of alanine dipeptide are studied to illustrate a new strategy to assess the performance of classical molecular mechanics force field on the full range of the (ϕ-ψ) conformational space. The FES is obtained from metadynamics simulations with five commonly used force fields and from ab initio density functional theory calculations in both gas phase and aqueous solution. The FESs obtained at the B3LYP/6-311+G(2d,p)//B3LYP/6-31G(d,p) level of theory are validated by comparison with previously reported MP2 and LMP2 results as well as with experimentally obtained probability distribution between the C5-β (or β-PPII) and αR states. A quantitative assessment is made for each force field in three conformational basins, LeRI (C5-β-C7eq), LeRII (β2-αR), and LeRIII(αL-C7ax-αD) as well as three transition-state regions linking the above conformational basins. The performance of each force field is evaluated in terms of the average free energy of each region in comparison with that of the ab initio results. We quantify how well a force field FES matches the ab initio FES through the calculation of the standard deviation of a free energy difference map between the two FESs. The results indicate that the performance varies largely from region to region or from force field to force field. Although not one force field is able to outperform all others in all conformational areas, the OPLSAA/L force field gives the best performance overall, followed by OPLSAA and AMBER03. For the three top performers, the average free energies differ from the corresponding ab initio values from within the error range (<0.4 kcal/mol) to ∼1.5 kcal/mol for the low-energy regions and up to ∼2.0 kcal/mol for the transition-state regions. The strategy presented and the results obtained here should be useful for improving the parametrization of force fields targeting both accuracy in the energies of conformers and the transition-state barriers.
丙氨酸二肽的自由能表面(FES)被研究,以说明一种新的策略,用于评估经典分子力学力场在整个(ϕ-ψ)构象空间的性能。FES 是通过使用五种常用力场的元动力学模拟和气相和水溶液中从头算密度泛函理论计算获得的。在 B3LYP/6-311+G(2d,p)//B3LYP/6-31G(d,p)理论水平上获得的 FES 通过与之前报道的 MP2 和 LMP2 结果以及实验获得的 C5-β(或β-PPII)和αR 状态之间的概率分布进行比较进行验证。在三个构象盆地 LeRI(C5-β-C7eq)、LeRII(β2-αR)和 LeRIII(αL-C7ax-αD)以及连接上述构象盆地的三个过渡态区域中,对每个力场进行了定量评估。通过计算两个 FES 之间自由能差图的标准偏差,从每个区域的平均自由能的角度评估每个力场的性能。结果表明,性能在区域之间或力场之间变化很大。尽管没有一个力场能够在所有构象区域都优于其他力场,但 OPLSAA/L 力场的整体性能最好,其次是 OPLSAA 和 AMBER03。对于三个表现最好的力场,平均自由能与从头算值的差异在误差范围内(<0.4 kcal/mol)到低能区的约 1.5 kcal/mol,到过渡态区的约 2.0 kcal/mol。这里提出的策略和得到的结果应该有助于改进力场的参数化,既针对构象的能量精度,也针对过渡态势垒。