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药效团类型约束下的柔性对接

Flexible docking under pharmacophore type constraints.

作者信息

Hindle Sally A, Rarey Matthias, Buning Christian, Lengaue Thomas

机构信息

Fraunhofer Institute for Algorithms and Scientific Computing, Schloss Birlinghoven, Sankt Augustin, Germany.

出版信息

J Comput Aided Mol Des. 2002 Feb;16(2):129-49. doi: 10.1023/a:1016399411208.

Abstract

FLEXX-PHARM, an extended version of the flexible docking tool FLEXX, allows the incorporation of information about important characteristics of protein-ligand binding modes into a docking calculation. This information is introduced as a simple set of constraints derived from receptor-based type pharmacophore features. The constraints are determined by selected FLEXX interactions and inclusion volumes in the receptor active site. They guide the docking process to produce a set of docking solutions with particular properties. By applying a series of look-ahead checks during the flexible construction of ligand fragments within the active site, FLEXX-PHARM determines which partially built docking solutions can potentially obey the constraints. Solutions that will not obey the constraints are deleted as early as possible, often decreasing the calculation time and enabling new docking solutions to emerge. FLEXX-PHARM was evaluated on various individual protein-ligand complexes where the top docking solutions generated by FLEXX had high root mean square deviations (RMSD) from the experimentally observed binding modes. FLEXX-PHARM showed an improvement in the RMSD of the top solutions in most cases, along with a reduction in run time. We also tested FLEXX-PHARM as a database screening tool on a small dataset of molecules for three target proteins. In two cases, FLEXX-PHARM missed one or two of the active molecules due to the constraints selected. However, in general FLEXX-PHARM maintained or improved the enrichment shown with FLEXX, while completing the screen in considerably less run time.

摘要

FLEXX-PHARM是柔性对接工具FLEXX的扩展版本,它允许将有关蛋白质-配体结合模式重要特征的信息纳入对接计算中。该信息以一组简单的约束条件形式引入,这些约束条件源自基于受体的类型药效团特征。这些约束条件由受体活性位点中选定的FLEXX相互作用和包容体积确定。它们指导对接过程以产生一组具有特定属性的对接解决方案。通过在活性位点内柔性构建配体片段的过程中应用一系列前瞻性检查,FLEXX-PHARM确定哪些部分构建的对接解决方案可能符合约束条件。不符合约束条件的解决方案会尽早删除,这通常会减少计算时间并使新的对接解决方案出现。FLEXX-PHARM在各种单个蛋白质-配体复合物上进行了评估,其中FLEXX生成的顶级对接解决方案与实验观察到的结合模式具有较高的均方根偏差(RMSD)。在大多数情况下,FLEXX-PHARM显示顶级解决方案的RMSD有所改善,同时运行时间减少。我们还在针对三种靶蛋白分子的小数据集中将FLEXX-PHARM作为数据库筛选工具进行了测试。在两种情况下,由于所选的约束条件,FLEXX-PHARM遗漏了一两个活性分子。然而,总体而言,FLEXX-PHARM保持或改善了FLEXX显示的富集效果,同时在显著更短的运行时间内完成了筛选。

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