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J4 ›› 2009, Vol. 44 ›› Issue (9): 12-16.

• 论文 • 上一篇    下一篇

一些有机物对蝌蚪麻醉活性的QSAR研究

刘天宝 彭艳芬   

  1. 池州学院化学与食品科学系,安徽 池州 247000
  • 收稿日期:2009-02-12 出版日期:2009-09-16 发布日期:2009-11-05
  • 作者简介:刘天宝(1979-),男,讲师,硕士,主要从事有机化合物结构与性质关系研究. Email: tianbaoliu1979@126.com
  • 基金资助:

    安徽省自然科学基金资助项目(090414190);安徽省教育厅自然科学基金资助项目(2006KJ156B,KJ2009A122

QSAR study of the selected organic compounds anesthesia
activities to tadpoles

 LIU Tian-Bao, BANG Yan-Fen   

  1. Department of Chemistry and Food Science, Chizhou College, Chizhou 247000, Anhui, China
  • Received:2009-02-12 Online:2009-09-16 Published:2009-11-05

摘要:

用DFT-B3LYP方法,在较高基组6-311G*〖KG-*3]*水平下,全优化计算了49种有机化合物。从中获得分子最高占用和最低空轨道能(EHOMO和ELUMO)、前线轨道能级差(ΔE=EHOMO-ELUMO)、分子次最高占用和次最低空轨道能(ENHOMO和ENLUMO)、分子总能量(ET)、氢原子所带的最高正电荷(Q+H)、最负非氢原子的静电荷(Q-)、辛醇/水分配系数(log KOW)、分子偶极矩(μ)和分子体积(V)等描述符。结合文献中标题化合物对蝌蚪的麻醉活性值(log 1/C),由线性回归方法成功建立QSAR模型。其中,方程(2)的复相关系数R2=0.933 2,交叉验证系数q2=0.930 1,标准偏差SE=0.274,Fisher 检验值F=121.800,故其具有较好的预测能力。由此推断,标题物对蝌蚪的毒性作用分为两步,首先穿过细胞壁在细胞内富集,以log KOW描述;其次与亲核试剂发生亲电反应,以ELUMO和ENHOMO表示。

关键词: 有机物;密度泛函理论;定量构效关系;麻醉活性;蝌蚪

Abstract:

The DFT-B3LYP method, with the basic set 6-311G*[KG-*3]*, was employed to calculate the molecular geometries and electronic structures of 49 organic compounds. EHOMO, ELUMO, ΔE,ENHOMO,ENLUMO, ET, QH, Q-, μ and  Vwere selected as structural descriptors. The anesthesia activity(log 1/C) of these compounds to tadpoles along with hydrophobicity described by log KOW, the above ten structural parameters, was used to established the quantitative structureactivity relationships (QSAR) by multiple linear regression. The R2, q2, SE  and F  for model (2) established in this study were 0.933 2, 0.930 1, 0.274 and 121.800, respectively. The result indicated that the model had good predictability. In light of the model, the toxic actions of organic compounds included two steps: one was the collection of the compounds in vivo, which was described by log KOW; the next was the electronic reactions between the chemicals and macromolecular compounds, which were represented by  ELUMOand ENHOMO.

Key words: organic compound; density functional theory(DFT); quantitative structureactivity relationships(QSAR); anesthetic activity; tadpoles

中图分类号: 

  • O641
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