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Importance of Accurate Charges in Molecular Docking: Quantum Mechanical/Molecular Mechanical (QM/MM) Approach

机译:分子对接中精确电荷的重要性:量子力学/分子力学(QM / MM)方法

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摘要

The extent to which accuracy of electric charges plays a role in protein-ligand docking is investigated through development of a docking algorithm, which incorporates quantum mechanical/molecular mechanical (QM/MM) calculations. In this algorithm, fixed charges of ligands obtained from force field parameterization are replaced by QM/MM calculations in the protein environment, treating only the ligands as the quantum region. The algorithm is tested on a set of 40 cocrystallized structures taken from the Protein Data Bank (PDB) and provides strong evidence that use of nonfixed charges is important. An algorithm, dubbed “Survival of the Fittest” (SOF) algorithm, is implemented to incorporate QM/MM charge calculations without any prior knowledge of native structures of the complexes. Using an iterative protocol, this algorithm is able in many cases to converge to a nativelike structure in systems where redocking of the ligand using a standard fixed charge force field exhibits nontrivial errors. The results demonstrate that polarization effects can play a significant role in determining the structures of protein-ligand complexes, and provide a promising start towards the development of more accurate docking methods for lead optimization applications.
机译:通过对接算法的开发来研究电荷准确性在蛋白质-配体对接中发挥作用的程度,该算法结合了量子力学/分子力学(QM / MM)计算。在该算法中,通过力场参数化获得的配体的固定电荷在蛋白质环境中被QM / MM计算取代,仅将配体视为量子区域。该算法在取自蛋白质数据库(PDB)的40个共结晶结构上进行了测试,并提供了有力的证据表明使用非固定电荷很重要。实现了一种称为“适者生存”(SOF)算法的算法,以结合QM / MM电荷计算,而无需事先了解复合物的天然结构。使用迭代协议,该算法在许多情况下都可以收敛到系统中的自然结构,在该系统中,使用标准固定电荷力场对配体进行重对接时会显示出不小的误差。结果表明,极化效应可以在确定蛋白质-配体复合物的结构中发挥重要作用,并为开发用于铅优化应用的更精确的对接方法提供了有希望的开端。

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