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使用OPLS-AA力场通过分子动力学模拟预测SAMPL5数据集的环己烷-水分配系数。

Prediction of cyclohexane-water distribution coefficients for the SAMPL5 data set using molecular dynamics simulations with the OPLS-AA force field.

作者信息

Kenney Ian M, Beckstein Oliver, Iorga Bogdan I

机构信息

Department of Physics, Arizona State University, P.O. Box 871504, Tempe, AZ, 85287-1504, USA.

Center for Biological Physics, Arizona State University, P.O. Box 871504, Tempe, AZ, 85287-1504, USA.

出版信息

J Comput Aided Mol Des. 2016 Nov;30(11):1045-1058. doi: 10.1007/s10822-016-9949-5. Epub 2016 Aug 31.

Abstract

All-atom molecular dynamics simulations were used to predict water-cyclohexane distribution coefficients [Formula: see text] of a range of small molecules as part of the SAMPL5 blind prediction challenge. Molecules were parameterized with the transferable all-atom OPLS-AA force field, which required the derivation of new parameters for sulfamides and heterocycles and validation of cyclohexane parameters as a solvent. The distribution coefficient was calculated from the solvation free energies of the compound in water and cyclohexane. Absolute solvation free energies were computed by an established protocol using windowed alchemical free energy perturbation with thermodynamic integration. This protocol resulted in an overall root mean square error in [Formula: see text] of almost 4 log units and an overall signed error of -3 compared to experimental data. There was no substantial overall difference in accuracy between simulating in NVT and NPT ensembles. The signed error suggests a systematic error but the experimental [Formula: see text] data on their own are insufficient to uncover the source of this error. Preliminary work suggests that the major source of error lies in the hydration free energy calculations.

摘要

作为SAMPL5盲预测挑战的一部分,使用全原子分子动力学模拟来预测一系列小分子的水-环己烷分配系数[公式:见正文]。分子用可转移的全原子OPLS-AA力场进行参数化,这需要推导磺胺类和杂环化合物的新参数,并验证环己烷作为溶剂的参数。分配系数由化合物在水和环己烷中的溶剂化自由能计算得出。绝对溶剂化自由能通过既定方案使用窗口炼金术自由能微扰和热力学积分来计算。与实验数据相比,该方案导致[公式:见正文]的总体均方根误差接近4个对数单位,总体符号误差为-3。在NVT和NPT系综中进行模拟时,准确性没有实质性的总体差异。符号误差表明存在系统误差,但仅靠实验[公式:见正文]数据不足以揭示该误差的来源。初步工作表明,误差的主要来源在于水合自由能的计算。

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