An empirical protein-ligand binding affinity estimation method, SCORE, was
incorporated into a popular docking program, DOCK4. The combined program, S
coreDock, was used to reconstruct the 200 protein-ligand complex structures
and found to give good results for the complexes with high binding affinit
ies. A quality assessment method for docking results from ScoreDock was dev
eloped based on the whole test set and tested by additionally selected comp
lexes. The method significantly improves the docking accuracy and was shown
to be reliable in docking quality assessment. As a docking tool in structu
ral based drug design, ScoreDock can screen out final hits directly based o
n the predicted negative logarithms of dissociation equilibrium constants o
f protein-ligand complexes, and can explicitly deal with structure water mo
lecules, as well as metal atoms.