QSAR modeling of bioconcentration factors in fish based on fragment constants and structural correction factors

Citation
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
ISSN journal
03601234 → ACNP
Volume
36
Issue
5
Year of publication
2001
Pages
631 - 649
Database
ISI
SICI code
0360-1234(2001)36:5<631:QMOBFI>2.0.ZU;2-W
Abstract
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.