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新型富勒烯类似物作为潜在HIV-1蛋白酶抑制剂的计算设计:使用三维定量构效关系、分子对接和分子动力学模拟分析富勒烯抑制剂与HIV-1蛋白酶残基之间的结合相互作用。

Computational design of novel fullerene analogues as potential HIV-1 PR inhibitors: Analysis of the binding interactions between fullerene inhibitors and HIV-1 PR residues using 3D QSAR, molecular docking and molecular dynamics simulations.

作者信息

Durdagi Serdar, Mavromoustakos Thomas, Chronakis Nikos, Papadopoulos Manthos G

机构信息

Institute of Organic and Pharmaceutical Chemistry, The National Hellenic Research Foundation, 48 Vas. Constantinou Avenue, 11635 Athens, Greece.

出版信息

Bioorg Med Chem. 2008 Dec 1;16(23):9957-74. doi: 10.1016/j.bmc.2008.10.039. Epub 2008 Oct 22.

Abstract

A series of experimentally reported as well as computationally designed monoadducts and bisadducts of [60]fullerene analogues have been used in order to analyze the binding interactions between fullerene based inhibitors and HIV-1 PR employing docking studies. MD simulations of ligand-free and the inhibitor bound HIV-1 PR systems complemented the above studies and provided proper input structure of HIV-1 PR in docking simulations. The obtained results revealed a different orientation of the beta-hairpin flaps at these two systems. In inhibitor bound system, the flaps of the enzyme are pulled in toward the bottom of the active site (the closed form) while, in ligand-free system flaps shifted away from the dual Asp25 catalytic site and this system adopts a semi-open form. The structural analysis of these systems at catalytic and flexible flap regions of the HIV-1 PR through the simulation, assisted in understanding the structural preferences of these regions, as well as, the adopted orientations of fullerene derivatives within the active site of the enzyme. Five different combinations of steroelectronic fields of 3D QSAR/CoMSIA models were obtained from the set of biologically evaluated and computationally designed fullerene derivatives (training set=43, test set=6) in order to predict novel compounds with improved inhibition effect. The best 3D QSAR/CoMSIA model yielded a cross validated r(2) value of 0.739 and a non-cross validated r(2) value of 0.993. The derived model indicated the importance of steric (42.6%), electrostatic (12.7%), H-bond donor (16.7%) and H-bond acceptor (28.0%) contributions. The derived contour plots together with de novo drug design were then used as pilot models for proposing the novel analogues with enhanced binding affinities. Such structures may trigger the interest of medicinal chemists for novel HIV-1 PR inhibitors possessing higher bioactivity.

摘要

为了通过对接研究分析基于富勒烯的抑制剂与HIV-1蛋白酶(HIV-1 PR)之间的结合相互作用,人们使用了一系列实验报道的以及通过计算设计的[60]富勒烯类似物的单加合物和双加合物。无配体和抑制剂结合的HIV-1 PR系统的分子动力学(MD)模拟对上述研究起到了补充作用,并为对接模拟提供了HIV-1 PR的合适输入结构。所得结果揭示了这两个系统中β-发夹结构域的不同取向。在抑制剂结合系统中,酶的结构域被拉向活性位点底部(闭合形式),而在无配体系统中,结构域从双Asp25催化位点移开,该系统呈现半开放形式。通过模拟对HIV-1 PR的催化和柔性结构域区域的这些系统进行结构分析,有助于理解这些区域的结构偏好,以及富勒烯衍生物在酶活性位点内所采用的取向。从一组经过生物学评估和计算设计的富勒烯衍生物(训练集 = 43,测试集 = 6)中获得了3D QSAR/CoMSIA模型的五个不同的立体电子场组合,以预测具有改善抑制效果的新型化合物。最佳的3D QSAR/CoMSIA模型产生的交叉验证r(2)值为0.739,非交叉验证r(2)值为0.993。推导的模型表明了空间(42.6%)、静电(12.7%)、氢键供体(16.7%)和氢键受体(28.0%)贡献的重要性。然后,将推导的等高线图与从头药物设计一起用作提出具有增强结合亲和力的新型类似物的先导模型。这样的结构可能会激发药物化学家对具有更高生物活性的新型HIV-1 PR抑制剂的兴趣。

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