S. Hannongbua et al., STRUCTURE-ACTIVITY CORRELATION STUDY OF HIV-1 INHIBITORS - ELECTRONICAND MOLECULAR-PARAMETERS, Journal of computer-aided molecular design, 10(2), 1996, pp. 145-152
Quantitative structure-activity relationships (QSARs) for 40 HIV-1 inh
ibitors, 1-[(2-hydroxyethoxy)methyl]-6-(phenylthio)thymine and its der
ivatives, were studied. Fully optimized geometries, based on the semie
mpirical AMI method, were used to calculate electronic and molecular p
roperties of all compounds. In order to examine the relation between b
iological activities and structural properties, multiple linear regres
sion models were employed. A suitable QSAR model was obtained, showing
not only statistical significance, but also predictive ability. The s
ignificant molecular descriptors used were atomic charges of two subst
ituted carbon atoms in the thymine ring, hydration energies and molar
refractivities of the molecules. These descriptors allowed a physical
explanation of electronic and molecular properties contributing to HIV
-I inhibitory potency.