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A Python tool to set up relative free energy calculations in GROMACS

机译:在GROMACS中设置相对自由能计算的Python工具

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摘要

Free energy calculations based on molecular dynamics (MD) simulations have seen a tremendous growth in the last decade. However, it is still difficult and tedious to set them up in an automated manner, as the majority of the present-day MD simulation packages lack that functionality. Relative free energy calculations are a particular challenge for several reasons, including the problem of finding a common substructure and mapping the transformation to be applied. Here we present a tool, alchemical-setup.py, that automatically generates all the input files needed to perform relative solvation and binding free energy calculations with the MD package GROMACS. When combined with Lead Optimization Mapper [], recently developed in our group, alchemical-setup.py allows fully automated setup of relative free energy calculations in GROMACS. Taking a graph of the planned calculations and a mapping, both computed by LOMAP, our tool generates the topology and coordinate files needed to perform relative free energy calculations for a given set of molecules, and provides a set of simulation input parameters. The tool was validated by performing relative hydration free energy calculations for a handful of molecules from the SAMPL4 challenge []. Good agreement with previously published results and the straightforward way in which free energy calculations can be conducted make alchemical-setup.py a promising tool for automated setup of relative solvation and binding free energy calculations.
机译:在过去的十年中,基于分子动力学(MD)模拟的自由能计算取得了巨大的增长。但是,以自动化的方式设置它们仍然很困难且乏味,因为当今大多数MD仿真程序包都缺少该功能。相对自由能的计算是一个特殊的挑战,其原因有几个,其中包括寻找共同的子结构并映射要应用的变换的问题。在这里,我们提供了一个工具alchemical-setup.py,该工具会自动生成用MD软件包GROMACS执行相对溶剂化和结合自由能计算所需的所有输入文件。当与我们小组最近开发的Lead Optimization Mapper []结合使用时,alchemical-setup.py可以在GROMACS中全自动设置相对自由能的计算。利用LOMAP计算的规划计算图和映射图,我们的工具将生成拓扑和坐标文件,以对给定的一组分子进行相对自由能计算,并提供一组模拟输入参数。通过对来自SAMPL4挑战的少数分子进行相对水合自由能计算,验证了该工具的有效性。与以前发表的结果以及可以进行自由能计算的直接方法达成了良好的协议,使alchemical-setup.py成为自动化设置相对溶剂化和结合自由能计算的有希望的工具。

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