We present a docking scheme that utilizes both a surface complementari
ty screen as well as an energetic criterion based on surface area buri
al. Twenty rigid enzyme/inhibitor complexes with known coordinate sets
are arbitrarily separated and reassembled to an average all-atom rms
(root mean square) deviation of 1.0 Angstrom from the native complexes
. Docking is accomplished by a hierarchical search of geometrically co
mpatible triplets of surface normals on each molecule. A pruned tree o
f possible bound configurations is built up using successive considera
tion of larger and larger triplets. The best scoring configurations ar
e then passed through a free-energy screen where the lowest energy mem
ber is selected as the predicted native state. The free energy approxi
mation is derived from observations of surface burial by atom pairs ac
ross the interface of known enzyme/inhibitor complexes. The occurrence
of specific atom-atom surface burial, for a set of complexes with wel
l-defined secondary structure both in the bound and unbound states, is
parameterized to mimic the free energy of binding. The docking proced
ure guides the inhibitor into its native state using orientation and d
istance-dependent functions that reproduce the ideal model of free ene
rgies with an average rms deviation of 0.9 kcal/mol, For all systems s
tudied, this docking procedure identifies a single, unique minimum ene
rgy configuration that is highly compatible with the native state. (C)
1996 Wiley-Liss, Inc.