Zhang Zhuoyong, An Liying, Hu Wenxiang, Xiang Yuhong
Department of Chemistry, Capital Normal University, 105 Xisanhuan North, Beijing, PR China.
J Comput Aided Mol Des. 2007 Apr;21(4):145-53. doi: 10.1007/s10822-006-9090-y. Epub 2007 Jan 4.
The three-dimensional quantitative structure-activity relationship (3D-QSAR) has been studied on 90 hallucinogenic phenylalkylamines by the comparative molecular field analysis (CoMFA). Two conformations were compared during the modeling. Conformation I referred to the amino group close to ring position 6 and conformation II related to the amino group trans to the phenyl ring. Satisfactory results were obtained by using both conformations. There were still differences between the two models. The model based on conformation I got better statistical results than the one about conformation II. And this may suggest that conformation I be preponderant when the hallucinogenic phenylalkylamines interact with the receptor. To further confirm the predictive capability of the CoMFA model, 18 compounds with conformation I were randomly selected as a test set and the remaining ones as training set. The best CoMFA model based on the training set had a cross-validation coefficient q (2) of 0.549 at five components and non cross-validation coefficient R (2) of 0.835, the standard error of estimation was 0.219. The model showed good predictive ability in the external test with a coefficient R (pre) (2) of 0.611. The CoMFA coefficient contour maps suggested that both steric and electrostatic interactions play an important role. The contributions from the steric and electrostatic fields were 0.450 and 0.550, respectively.
通过比较分子场分析(CoMFA)对90种致幻性苯基烷基胺进行了三维定量构效关系(3D-QSAR)研究。在建模过程中比较了两种构象。构象I指氨基靠近环位置6,构象II指氨基与苯环呈反式。使用这两种构象均获得了满意的结果。两个模型之间仍存在差异。基于构象I的模型比基于构象II的模型获得了更好的统计结果。这可能表明,当致幻性苯基烷基胺与受体相互作用时,构象I占优势。为了进一步确认CoMFA模型的预测能力,随机选择18种具有构象I的化合物作为测试集,其余作为训练集。基于训练集的最佳CoMFA模型在五个成分时的交叉验证系数q(2)为0.549,非交叉验证系数R(2)为0.835,估计标准误差为0.219。该模型在外部测试中显示出良好的预测能力,系数R(pre)(2)为0.611。CoMFA系数等高线图表明,空间和静电相互作用均起重要作用。空间场和静电场的贡献分别为0.450和0.550。