Seven muscarinic antagonists have been studied by the molecular-mechan
ics method; minimum-energy conformations were analyzed in a search for
geometric descriptors correlating with their activity. Two pharmacoph
ore descriptors were found to discriminate between the low-energy conf
ormations of the most and least potent antagonists: the distances betw
een the basic nonaromatic nitrogen atom and (1) the mean plane of the
aromatic moiety (N-P1) and (2) the centre of the aromatic ring system
(N-P). Analysis by Classification And Regression Trees (CART) confirme
d the validity of these descriptors for activity classification.