Progressive study and robustness test of QSAR model based on quantum chemical parameters for predicting BCF of selected polychlorinated organic compounds (PCOCs).
Systematic analyses on the effects of chemical structures of 31 polychlorinated organic compounds (PCOCs) on their bioconcentration behavior in rainbow trout (Oncorhynchus mykiss) were conducted using quantitative structure-activity relationship (QSAR) techniques. The cluster analyses of individual variables as well as the quality control chart of QSAR model implies the existence of outliers, while the simulation model excluding such samples showed an extreme robustness even if it was tested with different methods. Furthermore, the quantum chemical parameters entering into QSAR model were used to describe the bioconcentration pathways, and the results indicated that bioconcentration behaviors of selected compounds were complicated processes involving permeation stages as well as bio-chemical reaction stages.
Wei
D
D
State Key Laboratory of Pollution Control and Resource Reuse Research, College of Environment, Nanjing University, People's Republic of China.
Zhang
A
A
Wu
C
C
Han
S
S
Wang
L
L
D000818:Animals; D004785:Environmental Pollutants / Q000493:pharmacokinetics*; D006843:Hydrocarbons, Chlorinated / Q000493:pharmacokinetics*; D008956:Models, Chemical; D017686:Oncorhynchus mykiss; D013329:Structure-Activity Relationship; D014018:Tissue Distribution
D004785:Environmental Pollutants; D006843:Hydrocarbons, Chlorinated