L. Uppgard et al., Multivariate quantitative structure-activity relationships for the aquatictoxicity of alkyl polyglucosides, TENSIDE SUR, 37(2), 2000, pp. 131-138
The aquatic toxicity of 34 alkyl polyglucosides (APGs) towards two fresh-wa
ter species, Thamnocephalus platyurus and Brachionus calyciflorus were stud
ied. The toxicity tests were performed using so-called toxkits, and for eac
h surfactant the results are presented as (10)log (mean LC50) values. The t
oxicity data were combined with physico-chemical data for the APGs, and a M
ultivariate Quantitative Structure-Activity Relationship (M-QSAR) model was
calculated. Partial Least Squares (PLS) regression was used to develop the
M-QSAR model. The resulting linear M-QSAR model explained 93.6% of the var
iance in the biological response and had a predictability of 86.6% accordin
g to cross-validation. The physico-chemical properties with the strongest i
nfluences on the toxicity of the surfactants were the critical micelle conc
entration (c.m.c.), wetting, contact angle, and number of carbon atoms in t
heir hydrophobic parts (C and redC).