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通过改进的SAFE_p方法对化学结构多样的HIV-1蛋白酶抑制剂的结合亲和力进行预测和分析。

Prediction and analysis of binding affinities for chemically diverse HIV-1 PR inhibitors by the modified SAFE_p approach.

作者信息

Arenas Miguel, Villaverde M Carmen, Sussman Fredy

机构信息

Departamento de Química Orgánica, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain.

出版信息

J Comput Chem. 2009 Jun;30(8):1229-40. doi: 10.1002/jcc.21147.

Abstract

One of the biggest challenges in the "in silico" screening of enzyme ligands is to have a protocol that could predict the ligand binding free energies. In our group we have developed a very simple screening function (referred to as solvent accessibility free energy of binding predictor, SAFE_p) which we have applied previously to the study of peptidic HIV-1 protease (HIV-1 PR) inhibitors and later to cyclic urea type HIV-1 PR inhibitors. In this work, we have extended the SAFE_p protocol to a chemically diverse set of HIV-1 PR inhibitors with binding constants that differ by several orders of magnitude. The resulting function is able to reproduce the ranking and in many cases the value of the inhibitor binding affinities for the HIV-1 PR, with accuracy comparable with that of costlier protocols. We also demonstrate that the binding pocket SAFE_p analysis can contribute to the understanding of the physical forces that participate in ligand binding. The analysis tools afforded by our protocol have allowed us to identify an induced fit phenomena mediated by the inhibitor and have demonstrated that larger fragments do not necessarily contribute the most to the binding free energy, an outcome partially brought about by the substantial role the desolvation penalty plays in the energetics of binding. Finally, we have revisited the effect of the Asp dyad protonation state on the predicted binding affinities.

摘要

在酶配体的“计算机模拟”筛选中,最大的挑战之一是要有一个能够预测配体结合自由能的方案。在我们的研究小组中,我们开发了一种非常简单的筛选功能(称为结合预测器的溶剂可及性自由能,SAFE_p),我们之前已将其应用于肽类HIV-1蛋白酶(HIV-1 PR)抑制剂的研究,后来又应用于环脲类HIV-1 PR抑制剂的研究。在这项工作中,我们将SAFE_p方案扩展到了一组化学性质多样的HIV-1 PR抑制剂,其结合常数相差几个数量级。所得的功能能够重现HIV-1 PR抑制剂结合亲和力的排序,并且在许多情况下能够重现其数值,其准确性与成本更高的方案相当。我们还证明,结合口袋SAFE_p分析有助于理解参与配体结合过程的物理力。我们的方案所提供的分析工具使我们能够识别由抑制剂介导的诱导契合现象,并证明较大的片段对结合自由能的贡献不一定最大,这一结果部分是由于去溶剂化惩罚在结合能学中所起的重要作用。最后,我们重新审视了天冬氨酸二元组质子化状态对预测结合亲和力的影响。

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