Ar. Katritzky et al., PREDICTION OF GAS-CHROMATOGRAPHIC RETENTION TIMES AND RESPONSE FACTORS USING A GENERAL QUANTITATIVE STRUCTURE-PROPERTY RELATIONSHIP TREATMENT, Analytical chemistry, 66(11), 1994, pp. 1799-1807
A general yet effective QSPR treatment on 152 individual structures in
corporating a wide cross section of classes of organic compounds has g
iven good six-parameter correlations for gas chromatographic retention
times (R(cv)(2) = 0.955 for t(R)) and for Dietz response factors (R(c
v)(2) = 0.881 for RF(Dietz)) The statistical treatment utilized the CO
DESSA program code to find the best multiparameter correlations from s
ubsets of given size within larger sets of molecular descriptors. In t
he case of t(R), the most important descriptors are alpha polarizabili
ty and the minimum valency at an H atom, describing the dispersional a
nd hydrogen-bonding interaction between the compound studied and the g
as chromatographic medium, respectively. In the case of RF, the most i
mportant descriptors are the relative weight of ''effective'' carbon a
toms and the total molecular one-center one-electron repulsion energy
in the molecule. It has thus been demonstrated that with just six-para
meter equations, in each case, the retention times and response factor
s for compounds that are unknown, unavailable, or not easily handled (
toxic, odorous, etc.) can now be predicted with a considerable degree
of confidence.