title: Docking ligands into flexible and solvated macromolecules. 7. Impact of protein flexibility and water molecules on docking-based virtual screening accuracy.
abstract: The use of predictive computational methods in the drug discovery process is in a state of continual growth. Over the last two decades, an increasingly large number of docking tools have been developed to identify hits or optimize lead molecules through in-silico screening of chemical libraries to proteins. In recent years, the focus has been on implementing protein flexibility and water molecules. Our efforts led to the development of Fitted first reported in 2007 and further developed since then. In this study, we wished to evaluate the impact of protein flexibility and occurrence of water molecules on the accuracy of the Fitted docking program to discriminate active compounds from inactive compounds in virtual screening (VS) campaigns. For this purpose, a total of 171 proteins cocrystallized with small molecules representing 40 unique enzymes and receptors as well as sets of known ligands and decoys were selected from the Protein Data Bank (PDB) and the Directory of Useful Decoys (DUD), respectively. This study revealed that implementing displaceable crystallographic or computationally placed particle water molecules and protein flexibility can improve the enrichment in active compounds. In addition, an informed decision based on library diversity or research objectives (hit discovery vs lead optimization) on which implementation to use may lead to significant improvements.
authors.affiliation: Department of Chemistry, McGill University , 801 Sherbrooke Street W., Montréal, Québec, Canada H3A 0B8.
authors.forename: Eric
authors.initials: E
authors.lastname: Therrien
authors.forename: Nathanael
authors.initials: N
authors.lastname: Weill
authors.forename: Anna
authors.initials: A
authors.lastname: Tomberg
authors.forename: Christopher R
authors.initials: CR
authors.lastname: Corbeil
authors.forename: Devin
authors.initials: D
authors.lastname: Lee
authors.forename: Nicolas
authors.initials: N
authors.lastname: Moitessier
mesh_terms: D004353:Drug Evaluation, Preclinical / Q000379:methods*; D008024:Ligands; D008968:Molecular Conformation; D062105:Molecular Docking Simulation; D011487:Protein Conformation; D011506:Proteins / Q000737:chemistry* / Q000378:metabolism*; D012997:Solvents / Q000737:chemistry*; D014584:User-Computer Interface; D014867:Water / Q000737:chemistry*
chemical_list: D008024:Ligands; D011506:Proteins; D012997:Solvents; D014867:Water