2D QSAR, PHARMACOPHORE AND DOCKING STUDIES OF MYCOBACTERIUM TUBERCULOSIS ENOYL ACYL CARRIER PROTEIN REDUCTASE INHIBITORS

Haripriya Munipalli
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引用次数: 2

Abstract

InhA, the enoyl acyl carrier protein reductase is one of the key enzymes involved in the type II fatty acid biosynthesis pathway of M. tuberculosis. Discovery Studio 2.5 was used to carry out the current work. Different training sets and test sets were taken for QSAR and pharmacophore studies from a total of 116 molecules. In the present work, classical 2D QSAR (r2 = 0.913, Adj. r2 = 0.95 and cross-validated r2 = 0.90) models were developed for a series of 95 enoyl acyl carrier protein reductase inhibitors. This model was applied to successfully estimate activities of 14 test set molecules. Hiphop showed best fit with five features namely one hydrogen bond donor, three hydrophobic and one hydrophobic aromatic. The best hypothesis of hypogen run with 28 molecules consisting of four features namely two hydrophobic aromatic, one hydrophobic aliphatic and one hydrophobic, has a correlation coefficient of 0.914, a root mean square deviation of 1.166 and a cost difference of 80.23, suggesting that a highly predictive pharmacophore model was successfully obtained. The application of the model showed success in predicting the activities of few molecules in 54 known Mt EACP reductase inhibitors in our test set with a correlation coefficient of 0.847(r). The CDOCKER energies of two highly active inhibitors were -27.723 and -18.668, that of one moderately active inhibitor was -27.191 and of two low active inhibitors were and -2.581, -3.807. From 2D-QSAR, pharmacophore and docking studies the results have shown that Triclosan derivatives were proved to be highly potent inhibitors against Mycobacterium tuberculosis enoyl acyl carrier protein reductase. Keywords: Common feature pharmacophore; 3D-QSAR pharmacophore generation; Hip-hop; Hypogen; CDOCKER; Mycobacterium tuberculosis enoyl acyl carrier protein reductase (Mt EACPR); and 2D-QSAR.
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结核分枝杆菌烯酰酰基载体蛋白还原酶抑制剂的2d qsar、药效团及其对接研究
烯酰酰基载体蛋白还原酶是参与结核分枝杆菌II型脂肪酸生物合成途径的关键酶之一。目前的工作是使用探索工作室2.5进行的。采用不同的训练集和测试集对共116个分子进行QSAR和药效团研究。本文建立了95种烯酰酰基载体蛋白还原酶抑制剂的经典二维QSAR (r2 = 0.913, Adj. r2 = 0.95,交叉验证r2 = 0.90)模型。应用该模型成功地估计了14个测试集分子的活性。Hiphop具有1个氢键供体、3个疏水和1个疏水芳香族5个特征。最佳假设为含2个疏水芳香族、1个疏水脂肪族、1个疏水芳香族的28个分子,相关系数为0.914,均方根偏差为1.166,成本差为80.23,成功建立了具有较高预测能力的药效团模型。应用该模型成功预测了54种已知Mt EACP还原酶抑制剂中少数分子的活性,相关系数为0.847(r)。两种高活性抑制剂的CDOCKER能量分别为-27.723和-18.668,一种中等活性抑制剂的CDOCKER能量分别为-27.191和-2.581、-3.807。从2D-QSAR、药效团和对接研究结果表明,三氯生衍生物被证明是抗结核分枝杆菌烯酰酰基载体蛋白还原酶的高效抑制剂。关键词:共同特征药效团;3D-QSAR药效团生成;嘻哈音乐;Hypogen;CDOCKER;结核分枝杆菌烯酰酰基载体蛋白还原酶(Mt EACPR);和2 d-qsar。
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