Virtual screening of chemical databases is an emerging approach in drug dis
covery that uses computers to dock chemicals into the active site of a drug
target to identify leads through evaluation of binding affinities of the c
hemicals. However, there are concerns about the validity and scope of the r
eported virtual screens due to lack of studies to show that randomly select
ed chemicals are not equally active and due to the fact that metalloprotein
s were rarely used as drug targets. We have performed a virtual screening o
f a chemical database to identify prototypic inhibitors of farnesyltransfer
ase (FT) with zinc present in the active site. Among the 21 compounds ident
ified by computers, four inhibited FT in vitro with IC50 values in the rang
e from 25 to 100 mu M. The most potent inhibitor also inhibited FT in human
lung cancer cells. In contrast, none of 21 randomly selected compounds hav
e an IC50 lower than 100 mu M. The results demonstrate the validity of virt
ual screening and the feasibility of applications of this approach to metal
loprotein drug targets, such as matrix metalloproteinases, farnesyltransfer
ase, and HIV-1 integrase, for the treatments of cardiovascular diseases, ca
ncers, and AIDS.