A theoretical study on the structure of twenty flavonoids with anti-HIV act
ivity was performed. The structural properties of these compounds were dete
rmined with the AM1 method. Analysis of the obtained quantum data with the
Principal Components Analysis (PCA) method showed that the compounds belong
to four well differentiated structural patterns: flavones, flavonols, flav
anones and benzo-gamma-pyrones. In addition, using the Hierarchical Cluster
Analysis (HCA) method, the flavonoids were classified into three groups ac
cording to their conformational properties. The obtained results permitted
to propose a very good relation between the conformational equilibrium cons
tants of these compounds with the structural characteristics of their confo
rmers. (C) 2000 Elsevier Science B.V. All rights reserved.