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首页> 外文期刊>Bulletin of the Korean Chemical Society >3D-QSAR Studies on Chemical Features of 3-(benzo[d]oxazol-2-yl)pyridine-2-amines in the External Region of c-Met Active Site
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3D-QSAR Studies on Chemical Features of 3-(benzo[d]oxazol-2-yl)pyridine-2-amines in the External Region of c-Met Active Site

机译:3D-QSAR研究c-Met活性位点外部区域的3-(苯并[ d ]恶唑-2-基)吡啶-2-胺的化学特征

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The three dimensional-quantitative structure activity relationship (3D-QSAR) studies on chemical features of pyridine-2-amines in the external region of c-Met active site (ER chemical features of pyridine-2-amines) were conducted by docking, comparative molecular field analysis (CoMFA), and topomer CoMFA methods. The CoMFA model obtained the partial least-squares (PLS) statistical results, cross-validated correlation coefficient (q2) of 0.703, non cross-validated correlation coefficient (r2) of 0.947 with standard error of estimate (SEE) of 0.23 and the topomer CoMFA obtained q2 of 0.803, r2 of 0.940, and SEE of 0.24. Further, the test set was applied to validate predictive abilities of models, where the predictive r2 (r2 pred) for CoMFA and topomer CoMFA models were 0.746 and 0.608, respectively. Each contribution of ER chemical features of pyridine-2- amines to the inhibitory potency showed correlation coefficients, r2 of 0.670 and 0.913 for two core parts, 3- (benzo[d]oxazol-2-yl)pyridine-2-amine and 3-(1-(2,6-dichloro-3-fluorophenyl)ethoxy) pyridine-2-amine, respectively, with corresponding experimental pIC50.
机译:通过对接,比较,对c-Met活性位点外部的吡啶-2-胺的化学特征(吡啶-2-胺的ER化学特征)进行了三维定量结构活性关系(3D-QSAR)研究。分子场分析(CoMFA)和拓扑异构体CoMFA方法。 CoMFA模型获得了偏最小二乘(PLS)统计结果,交叉验证的相关系数(q2)为0.703,非交叉验证的相关系数(r2)为0.947,估计标准误差(SEE)为0.23和拓扑异构体CoMFA获得的q2为0.803,r2为0.940,SEE为0.24。此外,该测试集用于验证模型的预测能力,其中CoMFA模型和拓扑CoMFA模型的预测r2(r2 pred)分别为0.746和0.608。吡啶-2-胺的ER化学特征对抑制效能的每个贡献均显示出相关系数,两个核心部分3-(苯并[d]恶唑-2-基)吡啶-2-胺和3的相关系数r2为0.670和0.913。 -(1-(1-(2,6-二氯-3-氟苯基)乙氧基)吡啶-2-胺,分别具有相应的实验pIC50。

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