Receptor surfaces have been generated with a training set of 50 steroids ac
tive against cytochrome P450 enzyme, aromatase, using the Drug Discovery Wo
rkbench (Cerius(2)). A combination of van der Waals-electrostatic and Wyvil
l-partial-charge force fields together with overlay of 17- and 13-atoms of
the steroid ligand resulted in four different receptor surface models. Thes
e models have high conventional and cross-validated r(2), q(2) values (> 0.
8) for 50 training set molecules with the four components, vdW-17A, vdW-13A
, Wsc-17A, Wsc-13A. Binding energies of six synthetic 2-oxasteroid analogue
s are evaluated with receptor surfaces and their biological activity predic
ted through 3D QSAR. Ligand-receptor binding is examined in relation to (1)
van der Waals vs. Wyvill force fields, (2) 17- vs. 13-atoms overlay, (3) c
onformation of the 2-oxasteroid. Our computations show that replacement of
C2-methylene group with an O-atom in the A-ring of androgens (2-oxasteroids
) is accommodated during recognition by the receptor.