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首页> 外文期刊>Molecular diversity >Pyrid-2-yl and 2-CyanoPhenyl fused heterocyclic compounds as human P2X_3 inhibitors:a combined approach based on homology modelling, docking and QSAR analysis
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Pyrid-2-yl and 2-CyanoPhenyl fused heterocyclic compounds as human P2X_3 inhibitors:a combined approach based on homology modelling, docking and QSAR analysis

机译:吡啶-2-基和2-氰基苯基稠合的杂环化合物作为人类P2X_3抑制剂:基于同源性建模,对接和QSAR分析的组合方法

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摘要

P2X receptors are hetero-oligomeric proteins that function as membrane ion channels and are gated by extracellular ATP. The hP2X_3 subunit is a constituent of the channels on a subset of sensory neurons involved in pain signaling, where ATP released by damaged and inflamed tissue can initiate action potentials. Hence, the inhibition of ATPactivated P2X_3 receptor is an exciting approach for the treatment of inflammatory and neuropathic pain. Recently, the crystal structures of zebrafish P2X_4 (zP2X_4) were obtained in closed, apo state (PDB ID:3I5D) and ATP-bound, open state (PDBID:4DW1). These structures were used to develop a homology model of human P2X_3 (hP2X_3) in order to identify through docking studies, the binding modes of known P2X_3 inhibitors and their key active site interactions, along with a pharmacophore-based 3D-QSAR model for a series of 136 Pyrid-2-yl and 2-CyanoPhenyl fused heterocyclic compounds. These 3D-QSAR models have been developed with different combinations of training and test set divisions obtained by random separation, Jarvis-Patrick clustering, Kmeans clustering and sphere exclusion methods. The best predictive 3D-QSARmodel resulted in training set R~2of 0.75, internal test set Q~2 of 0.74, Pearson-R value of 0.87 and root mean square error of 0.37. The information generated by the pharmacophore model and docking analyses using the homology model provides valuable clues to design novel potent hP2X_3 inhibitors.
机译:P2X受体是杂合寡聚蛋白,可充当膜离子通道并被细胞外ATP封闭。 hP2X_3亚基是涉及疼痛信号传导的感觉神经元子集上通道的组成部分,其中受损和发炎的组织释放的ATP可以启动动作电位。因此,抑制ATP激活的P2X_3受体是治疗炎性和神经性疼痛的令人兴奋的方法。最近,斑马鱼P2X_4(zP2X_4)的晶体结构在封闭的apo状态(PDB ID:3I5D)和与ATP结合的开放状态(PDBID:4DW1)中获得。这些结构用于建立人类P2X_3(hP2X_3)的同源性模型,以便通过对接研究识别已知P2X_3抑制剂的结合模式及其关键的活性位点相互作用,以及一系列基于药效团的3D-QSAR模型136个吡啶-2-基和2-氰基苯基稠合的杂环化合物。这些3D-QSAR模型是使用通过随机分离,Jarvis-Patrick聚类,Kmeans聚类和球排除法获得的训练和测试集划分的不同组合开发的。最佳预测3D-QSAR模型的结果是,训练集R〜2为0.75,内部测试集Q〜2为0.74,Pearson-R值为0.87,均方根误差为0.37。药效团模型产生的信息以及使用同源性模型进行的对接分析为设计新型有效的hP2X_3抑制剂提供了有价值的线索。

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