Zinc
is present in a wide variety of proteins and is important in the metabolism
of most organisms. Zinc metalloenzymes are therapeutically relevant
targets in diseases such as cancer, heart disease, bacterial infection,
and Alzheimer’s disease. In most cases a drug molecule targeting
such enzymes establishes an interaction that coordinates with the
zinc ion. Thus, accurate prediction of the interaction of ligands
with zinc is an important aspect of computational docking and virtual
screening against zinc containing proteins. We have extended the AutoDock
force field to include a specialized potential describing the interactions
of zinc-coordinating ligands. This potential describes both the energetic
and geometric components of the interaction. The new force field,
named AutoDock4Zn, was calibrated on a data set of 292
crystal complexes containing zinc. Redocking experiments show that
the force field provides significant improvement in performance in
both free energy of binding estimation as well as in root-mean-square
deviation from the crystal structure pose. The new force field has
been implemented in AutoDock without modification to the source code.