In this chapter we review the use of 3-D pharmacophores in drug discovery.
Recent advances are highlighted, including the application of pharmacophore
descriptors generated both from ligands and protein binding sites. The app
lication of 3-D pharmacophore fingerprints as molecular descriptors for sim
ilarity and diversity applications such as virtual screening, library desig
n and QSAR is discussed. In addition, we highlight the quantification of st
ructure-based diversity using site-derived fingerprints, and review virtual
screening methods using both single refined hypotheses and the fingerprint
s of multiple potential hypotheses. Further, we discuss methods that take p
rotein flexibility and molecular shape-into account.