Molecular topology has been applied to the design of new analgesic dru
gs, utilizing linear discriminant analysis and connectivity functions
using different topological descriptors. Of a total of 26 compounds se
lected, 17 showed analgesic activity. The following stood out particul
arly, showing analgesic values greater than 75% regarding ASA (acetyls
alicylic acid), the reference drug: 2-(1-propenyl)phenol, 2'4' dimethy
lacetophenone, p-chlorobenzohydrazide, 1-(p-chlorophenyl) propanol and
4-benzoyl-3-methyl-1-phenyl-2-pyrazolin-5-one. The usefulness of the
design method has been demonstrated in the search of new chemical stru
ctures having analgesic effects, some of which could become ''lead dru
gs''.