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基于对接辅助的氧杂蒽酮类α-葡萄糖苷酶抑制剂的三维定量构效关系研究

Docking-assisted 3D-QSAR studies on xanthones as α-glucosidase inhibitors.

作者信息

Zheng Xuehua, Zhou Siyuan, Zhang Chen, Wu Deyan, Luo Hai-Bin, Wu Yinuo

机构信息

School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou, 511436, China.

School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou, 510006, China.

出版信息

J Mol Model. 2017 Aug 31;23(9):272. doi: 10.1007/s00894-017-3438-1.

Abstract

Recently, a series of xanthone analogues has been identified as α-glucosidase inhibitors. To provide deeper insight into the three-dimensional (3D) structural requirements for the activities of these molecules, CoMFA and CoMSIA approaches were employed on 54 xanthones to construct 3D-QSAR models. Their bioactive conformations were first investigated by docking studies and optimized by subsequent molecular dynamics (MD) simulations using the homology modeled structure of the target protein. Based on the docking/MD-determined conformers, 3D-QSAR studies generated several significant models in terms of 47 molecules as the training set. The best model (CoMSIA-SHA) yielded q of 0.713, r of 0.967 and F of 140.250. The robustness of the model was further externally confirmed by a test set of the remaining molecules (q  = 0.793, r  = 0.902, and k = 0.905). Contour maps provided much information for future design and optimization of new compounds with high inhibitory activities towards α-glucosidase. Graphical Abstract CoMSIA/SHA contour map of xanthone α-glucosidase inhibitor.

摘要

最近,一系列氧杂蒽类似物已被鉴定为α-葡萄糖苷酶抑制剂。为了更深入地了解这些分子活性的三维(3D)结构要求,采用比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)方法对54种氧杂蒽构建3D-QSAR模型。首先通过对接研究考察它们的生物活性构象,并使用目标蛋白的同源建模结构通过随后的分子动力学(MD)模拟进行优化。基于对接/MD确定的构象异构体,3D-QSAR研究以47个分子作为训练集生成了几个有意义的模型。最佳模型(CoMSIA-SHA)的q值为0.713,r值为0.967,F值为140.250。该模型的稳健性通过其余分子的测试集进一步得到外部验证(q = 0.793,r = 0.902,k = 0.905)。等高线图为未来设计和优化对α-葡萄糖苷酶具有高抑制活性的新化合物提供了许多信息。图形摘要 氧杂蒽α-葡萄糖苷酶抑制剂的CoMSIA/SHA等高线图。

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