Merz Kenneth M
Colonel Allan R. and Margaret G. Crow Term Professor, Department of Chemistry, Quantum Theory Project, 2328 New Physics Building, PO Box 118435, University of Florida, Gainesville, Florida 32611-8435,
J Chem Theory Comput. 2010;6(4):1018-1027. doi: 10.1021/ct100102q.
A detailed error analysis is presented for the computation of protein-ligand interaction energies. In particular, we show that it is probable that even highly accurate computed binding free energies have errors that represent a large percentage of the target free energies of binding. This is due to the observation that the error for computed energies quasi-linearly increases with the increasing number of interactions present in a protein-ligand complex. This principle is expected to hold true for any system that involves an ever increasing number of inter or intra-molecular interactions (e.g. ab initio protein folding). We introduce the concept of best-case scenario errors (BCS(errors)) that can be routinely applied to docking and scoring exercises and used to provide errors bars for the computed binding free energies. These BCS(errors) form a basis by which one can evaluate the outcome of a docking and scoring exercise. Moreover, the resultant error analysis enables the formation of an hypothesis that defines the best direction to proceed in order to improve scoring functions used in molecular docking studies.
本文对蛋白质-配体相互作用能的计算进行了详细的误差分析。具体而言,我们表明,即使是高度精确计算的结合自由能,其误差也可能占目标结合自由能的很大比例。这是因为观察到计算能量的误差会随着蛋白质-配体复合物中相互作用数量的增加而近似线性增加。预计这一原理适用于任何涉及分子间或分子内相互作用不断增加的系统(例如从头算蛋白质折叠)。我们引入了最佳情况误差(BCS(误差))的概念,该概念可常规应用于对接和评分练习,并用于为计算的结合自由能提供误差范围。这些BCS(误差)构成了一个基础,据此可以评估对接和评分练习的结果。此外,由此产生的误差分析能够形成一个假设,该假设定义了为改进分子对接研究中使用的评分函数而应采取的最佳方向。