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Protein–Ligand Binding Free-Energy Calculations with ARROW—A Purely First-Principles Parameterized Polarizable Force Field
[Image: see text] 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 parameter...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9753910/ https://www.ncbi.nlm.nih.gov/pubmed/36459593 http://dx.doi.org/10.1021/acs.jctc.2c00930 |
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author | 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 |
author_facet | 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 |
author_sort | Nawrocki, Grzegorz |
collection | PubMed |
description | [Image: see text] 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. |
format | Online Article Text |
id | pubmed-9753910 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-97539102023-12-02 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 J Chem Theory Comput [Image: see text] 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. American Chemical Society 2022-12-02 2022-12-13 /pmc/articles/PMC9753910/ /pubmed/36459593 http://dx.doi.org/10.1021/acs.jctc.2c00930 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | 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 Protein–Ligand Binding Free-Energy Calculations with ARROW—A Purely First-Principles Parameterized Polarizable Force Field |
title | Protein–Ligand
Binding Free-Energy Calculations
with ARROW—A Purely First-Principles Parameterized Polarizable
Force Field |
title_full | Protein–Ligand
Binding Free-Energy Calculations
with ARROW—A Purely First-Principles Parameterized Polarizable
Force Field |
title_fullStr | Protein–Ligand
Binding Free-Energy Calculations
with ARROW—A Purely First-Principles Parameterized Polarizable
Force Field |
title_full_unstemmed | Protein–Ligand
Binding Free-Energy Calculations
with ARROW—A Purely First-Principles Parameterized Polarizable
Force Field |
title_short | Protein–Ligand
Binding Free-Energy Calculations
with ARROW—A Purely First-Principles Parameterized Polarizable
Force Field |
title_sort | protein–ligand
binding free-energy calculations
with arrow—a purely first-principles parameterized polarizable
force field |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9753910/ https://www.ncbi.nlm.nih.gov/pubmed/36459593 http://dx.doi.org/10.1021/acs.jctc.2c00930 |
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