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MMGBSA 用于从对接结果中选择正确配体结合模式的适用性。

Suitability of MMGBSA for the selection of correct ligand binding modes from docking results.

机构信息

Department of Biological and Environmental Science & Nanoscience Center, University of Jyvaskyla, MedChem.fi, Jyvaskyla, Finland.

Institute of Biomedicine, Integrative Physiology and Pharmacology, University of Turku, MedChem.fi, Turku, Finland.

出版信息

Chem Biol Drug Des. 2019 Apr;93(4):522-538. doi: 10.1111/cbdd.13446. Epub 2018 Dec 23.

Abstract

The estimation of the correct binding mode and affinity of a ligand into a target protein using computational methods is challenging. However, docking can introduce poses from which the correct binding mode could be identified using other methods. Here, we analyzed the reliability of binding energy estimation using the molecular mechanics-generalized Born surface area (MMGBSA) method without and with energy minimization to identify the likely ligand binding modes within docking results. MMGBSA workflow (a) outperformed docking in recognizing the correct binding modes of androgen receptor ligands and (b) improved the correlation coefficient of computational and experimental results of rescored docking poses to phosphodiesterase 4B. Combined with stability and atomic distance analysis, MMGBSA helped to (c) identify the binding modes and sites of metabolism of cytochrome P450 2A6 substrates. The standard deviation of estimated binding energy within one simulation was lowered by minimization in all three example cases. Minimization improved the identification of the correct binding modes of androgen receptor ligands. Although only three case studies are shown, the results are analogous and indicate that these behaviors could be generalized. Such identified binding modes could be further used, for example, with free energy perturbation methods to understand binding energetics more accurately.

摘要

使用计算方法估计配体与靶蛋白的正确结合模式和亲和力具有挑战性。然而,对接可以引入构象,然后可以使用其他方法来识别正确的结合模式。在这里,我们分析了不进行能量最小化和进行能量最小化的分子力学-广义 Born 表面积 (MMGBSA) 方法估算结合能的可靠性,以识别对接结果中可能的配体结合模式。MMGBSA 工作流程 (a) 在识别雄激素受体配体的正确结合模式方面优于对接,并且 (b) 提高了重新评分对接构象的计算和实验结果的相关系数磷酸二酯酶 4B。结合稳定性和原子距离分析,MMGBSA 有助于 (c) 鉴定细胞色素 P450 2A6 底物的代谢结合模式和部位。在所有三个示例案例中,通过最小化,一个模拟中估计的结合能的标准偏差降低了。最小化提高了雄激素受体配体正确结合模式的识别。尽管只展示了三个案例研究,但结果是类似的,表明这些行为可以推广。可以进一步使用这些已识别的结合模式,例如使用自由能微扰方法,以更准确地理解结合能。

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