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MOLECULAR DOCKING AND 3D-QSAR ANALYSIS STUDIES OF MMP-12 INHIBITORS

机译:MMP-12抑制剂的分子对接和3D-QSAR分析研究

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Matrix metalloproteinase 12 (MMP-12) inhibitions is an important research topic because of its wide range of associated health implications. The interaction mode of a series of pyridinone compounds with MMP-12 has been studied using molecular docking and 3D-QSAR approaches. Flexible docking was used for the determination of active conformation and molecular alignment. Comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) were used to develop 3D-QSAR models of 64 pyridinone-based compounds. The q2 values were 0.552and 0.542 for both CoMFA and CoMSIA models, respectively. The ability of these models was validated by 16 compounds of the test set. The resulting contour maps produced by the best CoMFA and CoMSIA models were used to identify the structural features relevant to the biological activity in this series of compounds. FlexX were employed to dock the inhibitors into the active site of the MMP-12 and these docking studies revealed the vital interactions and binding conformation of the inhibitors. The results demonstrate that combination of ligand-based and receptor-based modeling is a powerful approach to build3D-QSAR models.
机译:基质金属蛋白酶12(MMP-12)的抑制作用是一个重要的研究课题,因为它对健康有广泛的影响。使用分子对接和3D-QSAR方法研究了一系列吡啶酮类化合物与MMP-12的相互作用模式。柔性对接用于确定活性构象和分子排列。使用比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)来开发64种基于吡啶酮的化合物的3D-QSAR模型。 CoMFA和CoMSIA模型的q 2 值分别为0.552和0.542。这些模型的能力通过测试集中的16种化合物进行了验证。由最佳CoMFA和CoMSIA模型生成的等高线图用于识别与该系列化合物的生物活性相关的结构特征。使用FlexX将抑制剂对接至MMP-12的活性位点,这些对接研究揭示了抑制剂的重要相互作用和结合构象。结果表明,基于配体的模型和基于受体的模型的组合是构建3D-QSAR模型的有效方法。

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