Geerke Daan P, van Gunsteren Wilfred F
Laboratory of Physical Chemistry, Swiss Federal Institute of Technology Zürich, ETH, CH-8093 Zürich, Switzerland.
J Phys Chem B. 2007 Jun 14;111(23):6425-36. doi: 10.1021/jp0706477. Epub 2007 May 18.
The lack of an explicit description of electronic polarization in nonpolarizable force fields usually results in an incomplete transferability of force-field parameter sets when applied in simulations of the system of interest in either a polar or an apolar environment. For example, the use of nonpolarizable parameter sets optimized to reproduce experimental data on properties of pure liquids of polar compounds commonly yields too low solubilities in water for the corresponding compounds. The reason is that the fixed charge distributions calibrated for the pure liquid might correspond to too low molecular dipole moments in case of hydration. In the current study, we quantitatively show that explicit inclusion of electronic polarization can improve the transferability of biomolecular force-field parameter sets. With this aim, free energies of polarization, DeltaGpola, have been calculated, with DeltaGpola corresponding to the free energy difference between identical systems described by a polarizable and a nonpolarizable model. Using a nonpolarizable model and a polarizable one (based on the charge-on-spring approach) for dimethyl ether (DME), which were both parametrized to reproduce experimental values for pure liquid properties, small values were found for DeltaGpola for the pure liquid or when a DME solute was solvated in the apolar solvent cyclohexane. For the solute hydrated in water, however, DeltaGpola was found to be of the same order of magnitude as the discrepancy between the free energy of hydration from simulation using a nonpolarizable solute model and the experimental value. Thus, introducing polarizabilities clearly improves the transferability of the parameter set. Additionally, in calculations of an anion solvated in DME, DeltaGpola for the solvent adopted relatively large values. From an estimation of the errors in the calculated free energy differences, it was furthermore shown that the calculation of DeltaGpola offers an effective and accurate method to obtain differences in solvation (or excess) free energies between systems described by polarizable and nonpolarizable models when compared to a direct calculation of solvation (or excess) free energies.
在不可极化力场中缺乏对电子极化的明确描述,通常会导致力场参数集在极性或非极性环境中应用于感兴趣系统的模拟时,其可转移性不完整。例如,使用为再现极性化合物纯液体性质的实验数据而优化的不可极化参数集,通常会使相应化合物在水中的溶解度过低。原因是针对纯液体校准的固定电荷分布在水合情况下可能对应于过低的分子偶极矩。在当前研究中,我们定量表明明确纳入电子极化可以提高生物分子力场参数集的可转移性。为此,计算了极化自由能ΔGpola,其中ΔGpola对应于由可极化模型和不可极化模型描述的相同系统之间的自由能差。使用不可极化模型和可极化模型(基于弹簧上电荷方法)对二甲醚(DME)进行研究,这两种模型均针对纯液体性质的实验值进行了参数化,发现对于纯液体或当DME溶质溶解在非极性溶剂环己烷中时,ΔGpola值较小。然而,对于溶解在水中的溶质,发现ΔGpola与使用不可极化溶质模型模拟得到的水合自由能与实验值之间的差异处于同一数量级。因此,引入极化率明显提高了参数集的可转移性。此外,在计算溶解在DME中的阴离子时,溶剂的ΔGpola值相对较大。从计算得到的自由能差的误差估计还表明,与直接计算溶剂化(或过量)自由能相比,ΔGpola的计算提供了一种有效且准确的方法来获得可极化模型和不可极化模型描述的系统之间的溶剂化(或过量)自由能差异。