G. Greco et al., EFFECTS OF VARIABLE SELECTION ON COMFA COEFFICIENT CONTOUR MAPS IN A SET OF TRIAZINES INHIBITING DHFR, Journal of computer-aided molecular design, 8(2), 1994, pp. 97-112
An example of a CoMFA study is described with the aim to discuss one o
f the major problems of this 3D QSAR method: lack of variable selectio
n. It is shown that the use of nonrelevant energy parameters might pro
duce CoMFA contour maps which poorly reflect the actual nature of the
binding site and are in part statistical artefacts. The data set emplo
yed in our analysis comprises triazine inhibitors of dihydrofolate red
uctase (DHFR), isolated from chicken liver, which have already been th
e object of a QSAR study by other authors. Since three-dimensional str
uctures of triazine-DHFR complexes are known, it was possible not only
to reduce ambiguities in the superimposition of the ligands, but also
to compare the resulting CoMFA contour maps with the enzyme active si
te.