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利用CoMFA和CoMSIA对氟乐灵抗体识别特异性进行3D-QSAR分析

3D-QSAR Analysis of Trifluralin Antibody Recognition Specificity Using CoMFA and CoMSIA

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【作者】 李嘉宜姚茜黄惠威施迪燊刘凤银黄新安袁学文杨剑萍穆洪涛

【Author】 Li Jiayi;Yao Xi;Huang Huiwei;Shi Dishen;Liu Fengyin;Huang Xinan;Yuan Xuewen;Yang Jianping;Mu Hongtao;Guangdong University of Education;Artemisinin Research Center, Guangzhou University of Chinese Medicine;

【通讯作者】 穆洪涛;

【机构】 广东第二师范学院生物与食品工程系广州中医药大学中药学系

【摘要】 为了探究氟乐灵多克隆抗体PcAb-2C识别特异性与药物分子三维结构的定量关系,利用PcAb-2C的交叉反应数据,选取比较分子力场分析法(CoMFA),比较分子相似指数法(CoMSIA)进行三维定量构效关系(3D-QSAR)研究,并建立相应的模型。结果表明:CoMFA模型的交叉验证系数(r2cv)为0.497,非交叉验证系数(r2ncv)为0.999;CoMSIA模型的交叉验证系数(r2cv)为0.498,非交叉验证系数(r2ncv)为0.979。CoMFA模型中立体场和静电场的贡献值分别为63.10%和36.90%,CoMSIA模型中疏水场、静电场和立体场的贡献值分别为54.90%、38.40%和6.70%。各力场的贡献比例表明基团的疏水作用对化合物影响较大,推测出抗原疏水性的增强特别是N,N-二丙基部位的疏水性增强,有利于诱导出亲和力更强的抗体,为设计氟乐灵半抗原提供了信息。

【Abstract】 To investigate the quantitative relationship between the recognition specificity of trifluralin polyclonal antibody PcAb-2C and three-dimensional structure of drug molecules, the cross-reactivity data of PcAb-2C were collected in this paper. The three-dimensional quantitative structure-activity relationship(3D-QSAR) was studied in this research by combining molecular force field analysis(CoMFA) and comparative molecular similarity index(CoMSIA), and then a matching model was developed. The results showed that the cross-validation coefficient(r2cv) of CoMFA model was 0.497 and non-cross-validation coefficient(r2ncv)was 0.999. The cross-validation coefficient(r2cv) was 0.498 and non-cross-validation coefficient(r2ncv) was 0.979 for CoMSIA model. The contributions of steric and electrostatic fields in CoMFA model were 63.10% and 36.90%, respectively, and the contributions of hydrophobic, electrostatic and steric fields in CoMSIA model were 54.90%, 38.40% and 6.70%, respectively. The contribution ratio of each force field indicated that the hydrophobic effect of the moiety had a significant impact on the molecule. It was hypothesized that the enhanced hydrophobicity of the antigen, especially at the N,N-dipropyl site, facilitated the induction of antibodies with stronger affinity, providing information for the design of trifluralin hapten.

  • 【分类号】TQ450.7
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