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Pharmacophore modelling and atom-based 3D-QSAR studies on N-methyl pyrimidones as HIV-1 integrase inhibitors

机译:N-甲基嘧啶酮作为HIV-1整合酶抑制剂的药效基团建模和基于原子的3D-QSAR研究

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Pharmacophore modelling and atom-based 3D-QSAR studies were carried out for a series of compounds belonging to N-methyl pyrimidones as HIV-1 integrase inhibitors. Based on the ligand-based pharmacophore model, we got 5-point pharmacophore model AADDR, with two hydrogen bond acceptors (A), two hydrogen bond donors (D) and one aromatic ring (R). The generated pharmacophore-based alignment was used to derive a predictive atom-based 3D-QSAR model for the training set (r 2=0.92, SD=0.16, F=84.8, N=40) and for test set (Q 2=0.71, RMSE=0.06, Pearson R=0.90, N=10). From these results, AADDR pharmacophore feature was selected as best common pharmacophore hypothesis, and atom-based 3D-QSAR results also support the outcome by means of favourable and unfavourable regions of hydrophobic and electron-withdrawing groups for the most potent compound 30. These results can be useful for further design of new and potent HIV-1 IN inhibitors.
机译:对一系列属于N-甲基嘧啶类化合物作为HIV-1整合酶抑制剂的化合物进行了药理学建模和基于原子的3D-QSAR研究。基于基于配体的药效团模型,我们得到了五点药效团模型ADDR,具有两个氢键受体(A),两个氢键供体(D)和一个芳香环(R)。生成的基于药效团的比对用于为训练集(r 2 = 0.92,SD = 0.16,F = 84.8,N = 40)和测试集(Q 2 = 0.71)导出基于原子的预测3D-QSAR模型。 ,RMSE = 0.06,皮尔逊R = 0.90,N = 10)。从这些结果中,AADDR药效团特征被选为最佳的通用药效团假说,基于原子的3D-QSAR结果也通过最有效的化合物30的疏水和吸电子基团的有利和不利区域来支持这一结果。这些结果可用于进一步设计新型有效的HIV-1 IN抑制剂。

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