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Reliable and Accurate Solution to the Induced Fit Docking Problem for Protein-Ligand Binding.

Edward B MillerRobert B MurphyDaniel SindhikaraKenneth W BorrelliMatthew J GrisewoodFabio RanalliSteven L DixonSteven JeromeNicholas A BoylesTyler DayPhani GhanakotaSayan MondalSalma B RafiDawn M TroastRobert AbelRichard A Friesner
Published in: Journal of chemical theory and computation (2021)
We present a reliable and accurate solution to the induced fit docking problem for protein-ligand binding by combining ligand-based pharmacophore docking, rigid receptor docking, and protein structure prediction with explicit solvent molecular dynamics simulations. This novel methodology in detailed retrospective and prospective testing succeeded to determine protein-ligand binding modes with a root-mean-square deviation within 2.5 Å in over 90% of cross-docking cases. We further demonstrate these predicted ligand-receptor structures were sufficiently accurate to prospectively enable predictive structure-based drug discovery for challenging targets, substantially expanding the domain of applicability for such methods.
Keyphrases
  • molecular dynamics simulations
  • protein protein
  • molecular dynamics
  • small molecule
  • molecular docking
  • drug discovery
  • high resolution
  • binding protein
  • amino acid
  • diabetic rats
  • drug induced
  • cross sectional
  • ionic liquid