Roy J. Carver Department of Biomedical Engineering, The University of Iowa, Iowa City, Iowa 52242, USA.
Department of Electrical and Computer Engineering, The University of Iowa, Iowa City, Iowa 52242, USA.
J Chem Phys. 2023 Aug 7;159(5). doi: 10.1063/5.0158914.
Computational simulation of biomolecules can provide important insights into protein design, protein-ligand binding interactions, and ab initio biomolecular folding, among other applications. Accurate treatment of the solvent environment is essential in such applications, but the use of explicit solvents can add considerable cost. Implicit treatment of solvent effects using a dielectric continuum model is an attractive alternative to explicit solvation since it is able to describe solvation effects without the inclusion of solvent degrees of freedom. Previously, we described the development and parameterization of implicit solvent models for small molecules. Here, we extend the parameterization of the generalized Kirkwood (GK) implicit solvent model for use with biomolecules described by the AMOEBA force field via the addition of corrections to the calculation of effective radii that account for interstitial spaces that arise within biomolecules. These include element-specific pairwise descreening scale factors, a short-range neck contribution to describe the solvent-excluded space between pairs of nearby atoms, and finally tanh-based rescaling of the overall descreening integral. We then apply the AMOEBA/GK implicit solvent to a set of ten proteins and achieve an average coordinate root mean square deviation for the experimental structures of 2.0 Å across 500 ns simulations. Overall, the continued development of implicit solvent models will help facilitate the simulation of biomolecules on mechanistically relevant timescales.
生物分子的计算模拟可以为蛋白质设计、蛋白-配体结合相互作用以及从头生物分子折叠等应用提供重要的见解。在这些应用中,准确处理溶剂环境是至关重要的,但使用显式溶剂会增加相当大的成本。使用介电连续体模型隐式处理溶剂效应是显式溶剂化的一种有吸引力的替代方法,因为它能够在不包含溶剂自由度的情况下描述溶剂化效应。此前,我们描述了用于小分子的隐式溶剂模型的开发和参数化。在这里,我们通过添加校正项来扩展广义 Kirkwood (GK) 隐式溶剂模型的参数化,以用于由 AMOEBA 力场描述的生物分子,这些校正项考虑了生物分子内部出现的间隙空间。这些校正项包括元素特定的成对去屏蔽比例因子、用于描述附近原子对之间溶剂排除空间的短程颈贡献,以及最终基于 tanh 的整体去屏蔽积分的缩放。然后,我们将 AMOEBA/GK 隐式溶剂应用于一组十个蛋白质,并在 500 ns 模拟中实现了实验结构的平均坐标均方根偏差为 2.0 Å。总的来说,隐式溶剂模型的不断发展将有助于在机械相关时间尺度上模拟生物分子。