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对羟基化多氯联苯雌激素活性的分子对接、分子动力学模拟和基于结构的 3D-QSAR 研究。

Molecular docking, molecular dynamics simulation, and structure-based 3D-QSAR studies on estrogenic activity of hydroxylated polychlorinated biphenyls.

机构信息

State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing 210046, PR China.

出版信息

Sci Total Environ. 2012 Dec 15;441:230-8. doi: 10.1016/j.scitotenv.2012.08.072. Epub 2012 Nov 6.

Abstract

Hydroxylated polychlorinated biphenyls (HO-PCBs), major metabolites of PCBs, have been reported to present agonist or antagonist interactions with estrogen receptor α (ERα) and induce ER-mediated responses. In this work, a multistep framework combining molecular docking, molecular dynamics (MD) simulations, and structure-based three-dimensional quantitative structure-activity relationship (3D-QSAR) studies were performed to explore the influence of structural features on the estrogenic activities of HO-PCBs, and to investigate the molecular mechanism of ERα-ligand interactions. The CoMSIA (comparative molecular similarity indices analysis) model was developed from the conformations obtained from molecular docking. The model exhibited statistically significant results as the cross-validated correlation coefficient q² was 0.648, the non-cross-validated correlation coefficient r² was 0.968, and the external predictive correlation coefficient r(pred)² was 0.625. The key amino acid residues were identified by molecular docking, and the detailed binding modes of the compounds with different activities were determined by MD simulations. The binding free energies correlated well with the experimental activity. An energetic analysis, MM-GBSA energy decomposition, revealed that the van der Waals interaction was the major driving force for the binding of compounds to ERα. The hydrogen bond interactions between the ligands and residue His524 help to stabilize the conformation of ligands at the binding pocket. These results are expected to be beneficial to predict estrogenic activities of other HO-PCB congeners and helpful for understanding the binding mechanism of HO-PCBs and ERα.

摘要

羟基化多氯联苯(HO-PCBs)是 PCBs 的主要代谢物,据报道,其与雌激素受体 α(ERα)具有激动剂或拮抗剂相互作用,并诱导 ER 介导的反应。在这项工作中,采用了一种多步骤框架,结合分子对接、分子动力学(MD)模拟和基于结构的三维定量构效关系(3D-QSAR)研究,以探讨结构特征对 HO-PCBs 雌激素活性的影响,并研究 ERα-配体相互作用的分子机制。从分子对接得到的构象中开发了 CoMSIA(比较分子相似性指数分析)模型。该模型的统计结果显著,因为交叉验证相关系数 q²为 0.648,非交叉验证相关系数 r²为 0.968,外部预测相关系数 r(pred)²为 0.625。通过分子对接鉴定了关键氨基酸残基,并通过 MD 模拟确定了具有不同活性的化合物的详细结合模式。结合自由能与实验活性很好地相关。能量分析,MM-GBSA 能量分解,表明范德华相互作用是化合物与 ERα结合的主要驱动力。配体与残基 His524 之间的氢键相互作用有助于稳定配体在结合口袋中的构象。这些结果有望有助于预测其他 HO-PCB 同系物的雌激素活性,并有助于理解 HO-PCBs 和 ERα 的结合机制。

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