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Protein-Ligand Binding Free-Energy Calculations with ARROW─A Purely First-Principles Parameterized Polarizable Force Field.
Nawrocki, Grzegorz; Leontyev, Igor; Sakipov, Serzhan; Darkhovskiy, Mikhail; Kurnikov, Igor; Pereyaslavets, Leonid; Kamath, Ganesh; Voronina, Ekaterina; Butin, Oleg; Illarionov, Alexey; Olevanov, Michael; Kostikov, Alexander; Ivahnenko, Ilya; Patel, Dhilon S; Sankaranarayanan, Subramanian K R S; Kurnikova, Maria G; Lock, Christopher; Crooks, Gavin E; Levitt, Michael; Kornberg, Roger D; Fain, Boris.
Affiliation
  • Nawrocki G; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Leontyev I; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Sakipov S; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Darkhovskiy M; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Kurnikov I; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Pereyaslavets L; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Kamath G; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Voronina E; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Butin O; Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia.
  • Illarionov A; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Olevanov M; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Kostikov A; Faculty of Physics, Lomonosov Moscow State University, Moscow 119991, Russia.
  • Ivahnenko I; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Patel DS; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Sankaranarayanan SKRS; Department of Chemistry, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States.
  • Kurnikova MG; Center for Nanoscale Materials, Argonne National Lab, Lemont, Illinois 60439, United States.
  • Lock C; Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Illinois 60607, United States.
  • Crooks GE; Department of Chemistry, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States.
  • Levitt M; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
  • Kornberg RD; Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, California 94304, United States.
  • Fain B; InterX Inc., 805 Allston Way, Berkeley California, 94710, United States.
J Chem Theory Comput ; 18(12): 7751-7763, 2022 Dec 13.
Article in En | MEDLINE | ID: mdl-36459593
ABSTRACT
Protein-ligand binding free-energy calculations using molecular dynamics (MD) simulations have emerged as a powerful tool for in silico drug design. Here, we present results obtained with the ARROW force field (FF)─a multipolar polarizable and physics-based model with all parameters fitted entirely to high-level ab initio quantum mechanical (QM) calculations. ARROW has already proven its ability to determine solvation free energy of arbitrary neutral compounds with unprecedented accuracy. The ARROW FF parameterization is now extended to include coverage of all amino acids including charged groups, allowing molecular simulations of a series of protein-ligand systems and prediction of their relative binding free energies. We ensure adequate sampling by applying a novel technique that is based on coupling the Hamiltonian Replica exchange (HREX) with a conformation reservoir generated via potential softening and nonequilibrium MD. ARROW provides predictions with near chemical accuracy (mean absolute error of ∼0.5 kcal/mol) for two of the three protein systems studied here (MCL1 and Thrombin). The third protein system (CDK2) reveals the difficulty in accurately describing dimer interaction energies involving polar and charged species. Overall, for all of the three protein systems studied here, ARROW FF predicts relative binding free energies of ligands with a similar accuracy level as leading nonpolarizable force fields.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Proteins / Molecular Dynamics Simulation Type of study: Prognostic_studies Language: En Journal: J Chem Theory Comput Year: 2022 Document type: Article Affiliation country: Estados Unidos

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Proteins / Molecular Dynamics Simulation Type of study: Prognostic_studies Language: En Journal: J Chem Theory Comput Year: 2022 Document type: Article Affiliation country: Estados Unidos