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CL-FEP: An End-State Free Energy Perturbation Approach

机译:CL-FEP:一种最终的自由能量扰动方法

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The Central Limit Free Energy Perturbation (CL-FEP) approach, based on the Free Energy Perturbation (FEP) theory and the Central Limit (CL) theorem, allows evaluating the FEP identity directly from the energy samples of the end states of a system transformation. In CL-FEP, energies obtained from explicit solvent simulations are used to estimate the absolute free energy change. No fitted parameters are introduced in our implementation, and no stratification is needed to obtain accurate free energy evaluations. We first illustrate the applicability of CL-FEP in four dissimilar benchmark systems from host-guest to proteins-peptide complexes, for which the deviation from the experimental values was below 1 kcal/mol. Next, we extended the validation to three sets of complexes comprising 25 host-guest and protein-ligand systems. There, the mean absolute error of the free energy changes calculated with CL-FEP is between 1.1 and 1.4 kcal/mol among the different sets, which is in the range of accuracy of the most reliable free energy approaches applied to these systems. CL-FEP is an unbiased free energy change estimator that also profits from a bootstrapping algorithm, which makes the evaluation of convergence and confidence an inherent component of the procedure. Finally, we developed CLFEP.pl, an automatic tool to compute free energy changes directly from the energy output of standard molecular dynamics simulations.
机译:基于自由能量扰动(FEP)理论和中央极限(CL)定理,中央极限自由能量扰动(CL-FEP)方法,允许直接从系统变换的最终状态的能量样本评估FEP身份。在CL-FEP中,从显式溶剂模拟中获得的能量用于估计绝对自由能量变化。我们的实施中没有拟合参数,并且不需要分层来获得准确的自由能量评估。首先,首先将Cl-FEP在来自宿主 - 访客到蛋白质肽复合物中的三种不同基准系统的适用性,其中与实验值的偏差低于1kcal / mol。接下来,我们将验证扩展到三组复合物,包括25次宿主和蛋白质配体系统。在那里,使用CL-FEP计算的自由能变化的平均绝对误差在不同的组中介于1.1和1.4千卡/摩尔之间,这是应用于这些系统的最可靠的自由能量方法的精度范围。 CL-FEP是一种无偏的自由能量变化估算器,也是从自动启动算法利用的利润,这使得收敛性评估和置信度的过程的固有组件。最后,我们开发了一种自动工具,可以直接从标准分子动力学模拟的能量输出来计算自由能量的变化。

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