Citation: LIAO Li-Min, HUANG Xi, LI Jian-Feng. Structural Characterization and Acute Toxicity Simulation for Nitroaromatic Compounds[J]. Chinese Journal of Structural Chemistry, ;2016, 35(3): 449-456. doi: 10.14102/j.cnki.0254-5861.2011-0904 shu

Structural Characterization and Acute Toxicity Simulation for Nitroaromatic Compounds

  • Received Date: 20 June 2015
    Available Online: 17 November 2015

    Fund Project: This work was supported by the Youth Foundation of Education Bureau, Sichuan Province (13ZB0003) (13ZB0003)

  • The three-dimensional holographic vector of atomic interaction field (3D-HoVAIF) is used to characterize the molecular structures of 45 nitroaromatic compounds. Two quantitative structure-toxicity relationship (QSAR) models are built up by stepwise regression (SMR), multiple linear regression (MLR) and partial least-squares regression (PLS). The correlation coefficients (R) of the models are 0.960 and 0.961, respectively. Then the models are evaluated by performing the cross-validation with the leave-one-out (LOO) procedure and the correlation coefficients (RCV) are 0.949 and 0.941, respectively. The results show that the descriptors can successfully describe the structures of organic compounds. The stability and predictability of the model are satisfactory.
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