USE OF SPECTRAL MAPPING AND STEPWISE REGRESSION-ANALYSIS FOR THE ASSESSMENT OF THE RELATIONSHIP BETWEEN CHEMICAL-STRUCTURE AND BIOLOGICAL-ACTIVITY OF SURFACTANTS
G. Oros et al., USE OF SPECTRAL MAPPING AND STEPWISE REGRESSION-ANALYSIS FOR THE ASSESSMENT OF THE RELATIONSHIP BETWEEN CHEMICAL-STRUCTURE AND BIOLOGICAL-ACTIVITY OF SURFACTANTS, Chemometrics and intelligent laboratory systems, 39(1), 1997, pp. 95-101
The biological activity of 27 nonionic surfactants with different hydr
ophobic moiety and with different length of ethylene oxide chain was d
etermined on 10 microbiological objects. Spectral mapping technique an
d stepwise regression analysis were used for the separation of the str
ength and selectivity of the biological effect of surfactants, and for
the elucidation of the relationship between molecular structure and a
ctivity. It was found that both the strength and selectivity of the bi
ological effect of surfactants differ considerably from each other and
considerably depend on the molecular structure. IL was established th
at the strength of the effect mainly depends on the hydrophobicity of
surfactants whereas both the hydrophobicity and the length of polar et
hylene oxide chain exert a significant influence on the selectivity in
dicating the involvement of hydrophobic and hydrophilic forces in the
surfactant-target interaction. (C) 1997 Elsevier Science B.V.