Identifying the binding mode of a molecular scaffold.
We describe a method for docking of a scaffold-based series and present its advantages over docking of individual ligands, for determining the binding mode of a molecular scaffold in a binding site. The method has been applied to eight different scaffolds of protein kinase inhibitors (PKI). A single analog of each of these eight scaffolds was previously crystallized with different protein kinases. We have used FlexX to dock a set of molecules that share the same scaffold, rather than docking a single molecule. The main mode of binding is determined by the mode of binding of the largest cluster among the docked molecules that share a scaffold. Clustering is based on our 'nearest single neighbor' method [J. Chem. Inf. Comput. Sci., 43 (2003) 208-217]. Additional criteria are applied in those cases in which more than one significant binding mode is found. Using the proposed method, most of the crystallographic binding modes of these scaffolds were reconstructed. Alternative modes, that have not been detected yet by experiments, could also be identified. The method was applied to predict the binding mode of an additional molecular scaffold that was not yet reported and the predicted binding mode has been found to be very similar to experimental results for a closely related scaffold. We suggest that this approach be used as a virtual screening tool for scaffold-based design processes.
Chema
Doron
D
Department of Medicinal Chemistry, David R. Bloom Center for Pharmacy, School of Pharmacy, Hebrew University of Jerusalem 91120, Israel.
Eren
Doron
D
Yayon
Avner
A
Goldblum
Amiram
A
Zaliani
Andrea
A
D001665:Binding Sites; D018844:Cyclin-Dependent Kinases / Q000037:antagonists & inhibitors / Q000378:metabolism; D008024:Ligands; D008565:Membrane Proteins / Q000037:antagonists & inhibitors / Q000378:metabolism; D008958:Models, Molecular; D047428:Protein Kinase Inhibitors / Q000031:analogs & derivatives / Q000378:metabolism*; D017434:Protein Structure, Tertiary; D011505:Protein-Tyrosine Kinases / Q000037:antagonists & inhibitors / Q000378:metabolism*
D008024:Ligands; D008565:Membrane Proteins; D047428:Protein Kinase Inhibitors; D011505:Protein-Tyrosine Kinases; D018844:Cyclin-Dependent Kinases