M. Mracec et al., QSAR STUDY WITH STERIC (MTD), ELECTRONIC AND HYDROPHOBICITY PARAMETERS ON PSYCHOTOMIMETIC PHENYLALKYLAMINES, Journal of molecular structure. Theochem, 367, 1996, pp. 139-149
Multiple linear regression analysis has been used to identify the most
important properties relevant to psychotomimetic activity displayed b
y 37 phenylalkylamines. Using the minimal topologic differences (MTD)
parameter, lipophilicity (log P, calculated by using pi Hansch substit
uent terms), average electrostatic field (AEF) and electronic descript
ors, lowest unoccupied molecular orbital energies (E(LUMO)) and net at
omic charges (obtained from AM1 calculations), good correlations with
biological activity were obtained (R(2) = 0.79-0.92). Cross-validation
procedure was applied indicating a good predictability of the propose
d models (R(cv)(2) = 0.67-0.81).