title: Cosolvent-Based Molecular Dynamics for Ensemble Docking: Practical Method for Generating Druggable Protein Conformations.
abstract: Protein flexibility is a major hurdle in current structure-based virtual screening (VS). In spite of the recent advances in high-performance computing, protein-ligand docking methods still demand tremendous computational cost to take into account the full degree of protein flexibility. In this context, ensemble docking has proven its utility and efficiency for VS studies, but it still needs a rational and efficient method to select and/or generate multiple protein conformations. Molecular dynamics (MD) simulations are useful to produce distinct protein conformations without abundant experimental structures. In this study, we present a novel strategy that makes use of cosolvent-based molecular dynamics (CMD) simulations for ensemble docking. By mixing small organic molecules into a solvent, CMD can stimulate dynamic protein motions and induce partial conformational changes of binding pocket residues appropriate for the binding of diverse ligands. The present method has been applied to six diverse target proteins and assessed by VS experiments using many actives and decoys of DEKOIS 2.0. The simulation results have revealed that the CMD is beneficial for ensemble docking. Utilizing cosolvent simulation allows the generation of druggable protein conformations, improving the VS performance compared with the use of a single experimental structure or ensemble docking by standard MD with pure water as the solvent.
authors.affiliation: Department of Computational Science, Graduate School of System Informatics, Kobe University , 1-1 Rokkodai, Nada, Kobe, Hyogo 657-8501, Japan.
authors.forename: Shota
authors.identifier: 0000-0001-5214-8531
authors.initials: S
authors.lastname: Uehara
authors.affiliation: Department of Computational Science, Graduate School of System Informatics, Kobe University , 1-1 Rokkodai, Nada, Kobe, Hyogo 657-8501, Japan.
authors.forename: Shigenori
authors.identifier: 0000-0002-6659-2788
authors.initials: S
authors.lastname: Tanaka
mesh_terms: D001059:Apoproteins / Q000737:chemistry / Q000378:metabolism; D008024:Ligands; D056004:Molecular Dynamics Simulation; D004364:Pharmaceutical Preparations / Q000378:metabolism*; D011487:Protein Conformation; D011506:Proteins / Q000737:chemistry* / Q000378:metabolism*; D012997:Solvents / Q000737:chemistry*
chemical_list: D001059:Apoproteins; D008024:Ligands; D004364:Pharmaceutical Preparations; D011506:Proteins; D012997:Solvents