This paper reviews some of the broad issues associated with the produc
tion and screening of combinatorial libraries and proposes a guideline
for optimizing the utility of combinatorial chemistry in drug discove
ry. This guideline is based on the premise that our knowledge of how d
iseases, biomolecular targets, and biologically active compound classe
s interrelate can be used to define the most productive regions of mol
ecular diversity space. Compound classes known to modulate function in
various disease-related biomolecular target classes provide rich, val
idated pharmacophores and should be given highest priority in the desi
gn and construction of combinatorial libraries. This selection system
is illustrated with alpha-ketoamide libraries for the inhibition of se
rine and cysteine proteases and with oxindole libraries for the inhibi
tion of protein kinases.