Ligand-Binding-Site Structure Refinement Using Molecular Dynamics with Restraints Derived from Predicted Binding Site Templates
journal contributionposted on 14.10.2019, 15:33 authored by Hugo Guterres, Hui Sun Lee, Wonpil Im
Accurate modeling of ligand-binding-site structures plays a critical role in structure-based virtual screening. However, the structures of the ligand-binding site in most predicted protein models are generally of low quality and need refinements. In this work, we present a ligand-binding-site structure refinement protocol using molecular dynamics simulation with restraints derived from predicted binding site templates. Our benchmark validation shows great performance for 40 diverse sets of proteins from the Astex list. The ligand-binding sites on modeled protein structures are consistently refined using our method with an average Cα RMSD improvement of 0.90 Å. Comparison of ligand binding modes from ligand docking to initial unrefined and refined structures shows an average of 1.97 Å RMSD improvement in the refined structures. These results demonstrate a promising new method of structure refinement for protein ligand-binding-site structures.
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1.97 Å RMSD improvementligand-binding-site structure refinement protocolstructure refinementligand-binding sitebenchmark validation0.90 Å. Comparisonligand dockingMolecular Dynamicsprotein ligand-binding-site structuresligand-binding sitesAstex listRestraints DerivedLigand-Binding-Site Structure Refinementprotein structuresneed refinementsdynamics simulationligand-binding-site structuresprotein modelsC α RMSD improvementligand binding modesPredicted Binding Site Templatesbinding site templates