S. Tao et al., QSAR modeling of bioconcentration factors in fish based on fragment constants and structural correction factors, J ENVIR S B, 36(5), 2001, pp. 631-649
Citations number
38
Categorie Soggetti
Environment/Ecology
Journal title
JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART B-PESTICIDES FOOD CONTAMINANTS AND AGRICULTURAL WASTES
The quantitative structure-activity relationship between the BCF and fragme
nt constant of organic chemicals was studied using a database containing 33
7 experimental BCF values. The database covered a large variety of chemical
s ranging from the very hydrophobic to the very hydrophilic with logKow val
ues between 0.39 and 8.60. The structural features affecting the BCFs were
identified and evaluated during a preliminary modeling. A final linear mult
ivariate regression model was derived that was able to account for as much
as 98.0% of the variation in the experimental BCF values. The mean absolute
error for the final model was 0.315 log-units. In addition, the predictabi
lity and robustness of the model was also evaluated.