化学学报 ›› 2004, Vol. 62 ›› Issue (19): 1907-1911. 上一篇    下一篇

研究论文

拓扑指数与手性化合物构效关系研究

王俊1, 张庆友2, 齐玉华1, 许禄1   

  1. 1. 中国科学院长春应用化学研究所, 长春, 130022;
    2. 哈尔滨工业大学应用化学系, 哈尔滨, 150001
  • 投稿日期:2003-08-11 修回日期:2004-05-19 发布日期:2014-02-17
  • 通讯作者: 许禄,E-mail:luxu@ciac.jl.cn E-mail:luxu@ciac.jl.cn
  • 基金资助:
    国家自然科学基金(No.20077026)资助项目.

Topology Indices and QSAR Studies on Chiral Compounds

WANG Jun1, ZHANG Qing-You2, QI Yu-Hua1, XU Lu1   

  1. 1. Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022;
    2. Department of Applied Chemistry, Harbin Institute of Technology, Harbin 150001
  • Received:2003-08-11 Revised:2004-05-19 Published:2014-02-17

传统的拓扑指数仅考虑原子间的连接关系,不能区分手性信息.故本研究对Am指数与分子连接性指数进行了扩展,并将其用于3-苯基哌啶类手性化合物的构效关系研究.扩展后的拓扑指数构造的数学模型优于用传统的Am指数与分子连接性指数得到的模型.同时进行了变量的两两相关性测试,结果显示所选3个变量之间的相关性较小.通过交叉验证,证明手性拓扑指数所得到的数学模型是稳定的.并进一步运用人工神经网络,得到了满意的结果.

关键词: 手性Am指数, 手性分子连接性指数, σ受体, 3-苯基哌啶类手性化合物, 构效关系

Conventional topological indices only describe the connections among atoms, which makes them impossible to discriminate the chiral information. In this article chiral topological indices were obtained by extending Am indices and molecular connectivity indices and implemented in QSAR studies on a group of N-alkylated 3-(3-hydroxyphenyl)-piperidines with different pharmacological activity between pairs of enantiomers. The mathematical model obtained by using extended topological indices was better than that of Am indices and molecular connectivity indices. And the method of cross-correlation was performed, which showed that the selected variable possessed low correlation. The cross-validation was calculated, demonstrating that the model was steady. Furthermore, the satisfactory results were achieved by using the artificial neural network.

Key words: chiral Am indices, chiral molecular connectivity indices, σreceptor, N-alkylated 3-(3-hydroxyphenyl)-piperidine,QSAR