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Validation of model of cytochrome p450 2D6: An in silico tool for predicting metabolism and inhibition

机译:细胞色素p450 2D6模型的验证:预测代谢和抑制的计算机工具

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摘要

There has been much interest in the development of a predictive model of cytochrome P450 2D6 particularly because this enzyme is involved in the oxidation of at least 50 drugs. Previously we have described the combined use of homology modeling and molecular docking to correctly position a range of substrates in the CYP2D6 active site with the known sites of metabolism above the heme. Here, our approach identifies correctly the site of metabolism of the atypical (no basic nitrogen) cytochrome P450 2D6 substrate, spirosulfonamide. The same method is used to screen a small compound database for cytochrome P450 2D6 inhibition. A database containing 33 compounds from the National Cancer Institute database was docked into our cytochrome P450 2D6 homology model using the program GOLDv2.0. Experimental IC50 values for the 33 compounds were determined; comparison with the corresponding docked scores revealed a correlation with a regression coefficient of r(2) = 0.61 (q(2) = 0.59). The method was able to discriminate between tight and weak binding compounds and correctly identified several novel inhibitors. The results therefore suggest that our approach, which combines homology modeling with molecular docking, has produced a useful predictive in silico tool for cytochrome P450 2D6 inhibition, which is best used as one filter in a multifilter database screen.
机译:人们对细胞色素P450 2D6预测模型的开发非常感兴趣,特别是因为该酶参与了至少50种药物的氧化。先前我们已经描述了同源建模和分子对接的组合使用,以将一系列底物正确定位在CYP2D6活性位点中,而已知的代谢位点位于血红素上方。在这里,我们的方法可以正确识别非典型(无碱性氮)细胞色素P450 2D6底物螺磺酰胺的代谢位点。使用相同的方法来筛选小的化合物数据库,以抑制细胞色素P450 2D6。使用程序GOLDv2.0将包含来自美国国家癌症研究所数据库的33种化合物的数据库对接到我们的细胞色素P450 2D6同源性模型中。确定了33种化合物的实验IC50值;与相应的对接得分的比较显示回归系数为r(2)= 0.61(q(2)= 0.59)。该方法能够区分紧密结合化合物和弱结合化合物,并正确鉴定出几种新型抑制剂。因此,结果表明我们的方法将同源性建模与分子对接相结合,已经为细胞色素P450 2D6抑制提供了一种有用的计算机模拟预测工具,该工具最好在多过滤器数据库屏幕中用作一种过滤器。

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