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非极性溶剂化的简单模型:参数化与测试。

Simple models for nonpolar solvation: Parameterization and testing.

作者信息

Michael Eleni, Polydorides Savvas, Simonson Thomas, Archontis Georgios

机构信息

Department of Physics, University of Cyprus, PO20537, Nicosia, CY1678, Cyprus.

Laboratoire de Biochimie (CNRS UMR7654), Ecole Polytechnique, Palaiseau, France.

出版信息

J Comput Chem. 2017 Nov 5;38(29):2509-2519. doi: 10.1002/jcc.24910. Epub 2017 Aug 7.

Abstract

Implicit solvent models are important for many biomolecular simulations. The polarity of aqueous solvent is essential and qualitatively captured by continuum electrostatics methods like Generalized Born (GB). However, GB does not account for the solvent-induced interactions between exposed hydrophobic sidechains or solute-solvent dispersion interactions. These "nonpolar" effects are often modeled through surface area (SA) energy terms, which lack realism, create mathematical singularities, and have a many-body character. We have explored an alternate, Lazaridis-Karplus (LK) gaussian energy density for nonpolar effects and a dispersion (DI) energy term proposed earlier, associated with GB electrostatics. We parameterized several combinations of GB, SA, LK, and DI energy terms, to reproduce 62 small molecule solvation free energies, 387 protein stability changes due to point mutations, and the structures of 8 protein loops. With optimized parameters, the models all gave similar results, with GBLK and GBDILK giving no performance loss compared to GBSA, and mean errors of 1.7 kcal/mol for the stability changes and 2 Å deviations for the loop conformations. The optimized GBLK model gave poor results in MD of the Trpcage mini-protein, but parameters optimized specifically for MD performed well for Trpcage and three other small proteins. Overall, the LK and DI nonpolar terms are valid alternatives to SA treatments for a range of applications. © 2017 Wiley Periodicals, Inc.

摘要

隐式溶剂模型对许多生物分子模拟都很重要。水性溶剂的极性至关重要,广义玻恩(GB)等连续介质静电学方法能定性地捕捉到这一点。然而,GB没有考虑暴露的疏水侧链之间的溶剂诱导相互作用或溶质 - 溶剂色散相互作用。这些“非极性”效应通常通过表面积(SA)能量项来建模,该能量项缺乏现实性,会产生数学奇点,并且具有多体特征。我们探索了一种用于非极性效应的替代的拉扎里迪斯 - 卡尔普斯(LK)高斯能量密度以及先前提出的与GB静电学相关的色散(DI)能量项。我们对GB、SA、LK和DI能量项的几种组合进行了参数化,以重现62种小分子溶剂化自由能、387种由于点突变引起的蛋白质稳定性变化以及8个蛋白质环的结构。通过优化参数,所有模型都给出了相似的结果,GBLK和GBDILK与GBSA相比没有性能损失,稳定性变化的平均误差为1.7千卡/摩尔,环构象的偏差为2埃。优化后的GBLK模型在Trpcage微型蛋白质的分子动力学模拟中给出了较差的结果,但专门为分子动力学模拟优化的参数在Trpcage和其他三种小蛋白质上表现良好。总体而言,对于一系列应用,LK和DI非极性项是SA处理的有效替代方案。© 2017威利期刊公司

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