化学学报 ›› 2002, Vol. 60 ›› Issue (9): 1688-1693. 上一篇    下一篇

研究论文

抗艾滋病药物环尿素类化合物的结构表征及其生物活性的定量预测

周丽平;周永华;刘树深;李志良   

  1. 重庆大学化学化工学院.重庆(400044);重庆大学生物工程学院.重庆(400044)
  • 发布日期:2002-09-15

Structural Characterization of Cyclic Ureas through MEDV and Anti- HIV Activity Prediction by QSAR

Zhou Liping;Zhou Yonghua;Liu Shushen;Li Zhiliang   

  1. College of Chemistry and Chemical Engineering, Chongqing University. Chongqing(400044);Institute of Biomedical Engineering, Chongqing University.Chongqing(400044)
  • Published:2002-09-15

提出一种新的结构描述子-按氢分类的电距矢量(H-MEDV),并用于环尿素类 化合物抗人类免疫缺陷病毒(human immuno-deficiency virus,简称HIV)活性预 测,籍以多元线性回归(MLR)建立了H-MEDV与活性之间的相关模型,取得了良好 的结果,相关系数达R = 0.971。另外采用逐步回归(SMR)从原模型参数中选取了 5个参数建立一新模型,其模型相关系数为R = 0.938;继以留一法(Leave-one- out,LOO)进行交互检验,相关系数与之接近,R = 0.908;说明了定量结构活性 相关模型具有很好的稳定性和预测能力。

关键词: 环尿素, 艾滋病, 定量构效关系

A novel set of structural descriptors with ten elements, called the hydrogen-association classified molecular electrongativity-distance vector (H-MEDV), has been developed according to classification of hydrogen connection for various local atoms in the molecules under examination. The H-MEDV vector was then used to describe the chemical structure of 22 cyclic ureas and reasonable molecular modeling results were achieved with a very high correlation coefficient (R = 0.971) by a multiple linear regression (MLR). Another predictive model was constructed with a quite high correlation coefficient (R = 0.938) by selecting five parameters from all ten elements mentioned above in the H-MEDV vector of the former model through a stepwise multiple regression (SMR). The performance of the reduced five-parameter model was tested through cross-validation by the leave-one-out procedure (LOO) and satisfactory results were obtained with a fairly resemble correlation coefficient (R = 0.908), which shows the estimation stability and predictive ability of the model based on the H-MEDV descriptors.

Key words: cyclic ureas, AIDS, QUANTITATIVE STRUCTURE ACTIVITY RELATIONSHIP

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