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Quantum topological molecular descriptors in QSAR analysis of organophosphorus compounds

机译:QSAR分析有机磷化合物的量子拓扑分子描述符

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A Quantitative structure–activity relationship study is performed on a set of organophosphorus compounds to reveal structural and quantum-chemical features influencing the toxic effect. The properties derived from the topological analysis of the electron density have been used to model the toxicity data. A multiple linear regression analysis in conjunction with genetic algorithm is used in the study, followed by subsequent validation of the results. Obtained QSAR models are beneficial for virtual screening of toxicity for new compounds of interest. Because toxicity of organophosphorus compounds is dependent on conformational properties, a conformational search has been performed before optimization of geometries. All quantum-chemical calculations are carried out at DFT/B3LYP level of theory with 6-311++G(d,p) basis set. Frequency calculations are performed after full geometry optimization. Ab initio wave functions were obtained for further analysis and evaluation of quantum topological properties of target molecules.
机译:对一组有机磷化合物进行了定量构效关系研究,以揭示影响毒性作用的结构和量子化学特征。从电子密度的拓扑分析得出的特性已用于对毒性数据进行建模。在研究中使用了多元线性回归分析与遗传算法相结合,随后对结果进行了验证。获得的QSAR模型有利于虚​​拟筛选感兴趣的新化合物的毒性。由于有机磷化合物的毒性取决于构象性质,因此在优化几何结构之前已经进行了构象搜索。所有的量子化学计算都是在DFT / B3LYP理论水平上以6-311 ++ G(d,p)为基础进行的。频率计算在完全几何​​优化之后执行。获得了从头算波函数,用于进一步分析和评估靶分子的量子拓扑特性。

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