Holographic quantitative structure-activity relationship for prediction acute toxicity of benzene derivatives to the guppy (Poecilia reticulata).
Holographic quantitative structure-activity relationship (HQSAR) is an emerging QSAR technique with the combined application of molecular hologram, which encoded the frequency of occurrence of various molecular fragment types, and the subsequent partial least squares (PLS) regression analysis. In this paper, the acute toxicity data to the guppy (Poecilia reticulata) for a series of 56 substituted benzenes, phenols, aromatic amines and nitro-aromatics were subjected and this resulted in a model with a high predictive ability. The influence of fragment size and fragment distinction parameters on the quality of HQSAR model was investigated. The robustness and predictive ability of the model were also validated by leave-one-out (LOO) cross-validation procedure and external testing data set.
Huang
Hong
H
State Key Laboratory of Pollution Control and Resources Reuse, School of the Environment, Nanjing University, Nanjing 210093, China. hh75@yahoo.com.cn
Wang
Xiao-dong
XD
Dai
Xuan-li
XL
Yu
Ya-juan
YJ
Wang
Lian-sheng
LS
D000818:Animals; D001555:Benzene Derivatives / Q000633:toxicity*; D005544:Forecasting; D006696:Holography; D007928:Lethal Dose 50; D011036:Poecilia; D021281:Quantitative Structure-Activity Relationship; D014874:Water Pollutants, Chemical / Q000633:toxicity*
D001555:Benzene Derivatives; D014874:Water Pollutants, Chemical