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Structural features of GABA_A receptor antagonists: pharmacophore modeling and 3D-QSAR studies

机译:GABA_A受体拮抗剂的结构特征:药效团建模和3D-QSAR研究

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摘要

Pharmacophore modeling, comparative molecular field analysis (CoMFA), and comparative molecular similarity indices analysis (CoMSIA) studies have been carried out on 5-(4-piperidyl)-3-isoxazolol (4-PIOL) analogs as GABA_A receptor antagonists in this study. The best pharmacophore hypothesis generated by PHASE was ADHPR.6, which comprised a hydrogen bond acceptor (A), a hydrogen bond donor (D), a hydrophobic group (H), a positively charged group (P), and an aromatic ring (R). The pharmacophore model provided a good alignment for the further 3D-QSAR analyses, which presented a good R2 value of 0.943, 0.930, and 0.916 for atom-based QSAR model, CoMFA model, and CoMSIA model, respectively. All QSAR models presented good statistical significance and predictivity, the corresponding Q2 values for each 3D-QSAR model are 0.794, 0.569, and 0.637, respectively. Both pharmacophore and CoMSIA results showed that the hydrophobic sites are the key structural feature for GABA_A receptor antagonists with high activities.
机译:在此研究中,对作为GABA_A受体拮抗剂的5-(4-哌啶基)-3-异恶唑醇(4-PIOL)类似物进行了药理学建模,比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)研究。 。 PHASE产生的最佳药效团假说是ADHPR.6,它由氢键受体(A),氢键供体(D),疏水基团(H),带正电基团(P)和芳香环( R)。药效团模型为进一步的3D-QSAR分析提供了良好的一致性,对于基于原子的QSAR模型,CoMFA模型和CoMSIA模型,R2值分别为0.943、0.930和0.916。所有QSAR模型都具有良好的统计意义和可预测性,每个3D-QSAR模型的相应Q2值分别为0.794、0.569和0.637。药效团和CoMSIA结果均表明,疏水位点是具有高活性的GABA_A受体拮抗剂的关键结构特征。

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