Cargando…

Relative Binding Free Energy between Chemically Distant Compounds Using a Bidirectional Nonequilibrium Approach

[Image: see text] In the context of advanced hit-to-lead drug design based on atomistic molecular dynamics simulations, we propose a dual topology alchemical approach for calculating the relative binding free energy (RBFE) between two chemically distant compounds. The method (termed NE-RBFE) relies...

Descripción completa

Detalles Bibliográficos
Autor principal: Procacci, Piero
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9202353/
https://www.ncbi.nlm.nih.gov/pubmed/35642423
http://dx.doi.org/10.1021/acs.jctc.2c00295
_version_ 1784728516168777728
author Procacci, Piero
author_facet Procacci, Piero
author_sort Procacci, Piero
collection PubMed
description [Image: see text] In the context of advanced hit-to-lead drug design based on atomistic molecular dynamics simulations, we propose a dual topology alchemical approach for calculating the relative binding free energy (RBFE) between two chemically distant compounds. The method (termed NE-RBFE) relies on the enhanced sampling of the end-states in bulk and in the bound state via Hamiltonian Replica Exchange, alchemically connected by a series of independent and fast nonequilibrium (NE) simulations. The technique has been implemented in a bidirectional fashion, applying the Crooks theorem to the NE work distributions for RBFE predictions. The dissipation of the NE process, negatively affecting accuracy, has been minimized by introducing a smooth regularization based on shifted electrostatic and Lennard-Jones non bonded potentials. As a challenging testbed, we have applied our method to the calculation of the RBFEs in the recent host–guest SAMPL international contest, featuring a macrocyclic host with guests varying in the net charge, volume, and chemical fingerprints. Closure validation has been successfully verified in cycles involving compounds with disparate Tanimoto coefficients, volume, and net charge. NE-RBFE is specifically tailored for massively parallel facilities and can be used with little or no code modification on most of the popular software packages supporting nonequilibrium alchemical simulations, such as Gromacs, Amber, NAMD, or OpenMM. The proposed methodology bypasses most of the entanglements and limitations of the standard single topology RBFE approach for strictly congeneric series based on free-energy perturbation, such as slowly relaxing cavity water, sampling issues along the alchemical stratification, and the need for highly overlapping molecular fingerprints.
format Online
Article
Text
id pubmed-9202353
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher American Chemical Society
record_format MEDLINE/PubMed
spelling pubmed-92023532022-06-17 Relative Binding Free Energy between Chemically Distant Compounds Using a Bidirectional Nonequilibrium Approach Procacci, Piero J Chem Theory Comput [Image: see text] In the context of advanced hit-to-lead drug design based on atomistic molecular dynamics simulations, we propose a dual topology alchemical approach for calculating the relative binding free energy (RBFE) between two chemically distant compounds. The method (termed NE-RBFE) relies on the enhanced sampling of the end-states in bulk and in the bound state via Hamiltonian Replica Exchange, alchemically connected by a series of independent and fast nonequilibrium (NE) simulations. The technique has been implemented in a bidirectional fashion, applying the Crooks theorem to the NE work distributions for RBFE predictions. The dissipation of the NE process, negatively affecting accuracy, has been minimized by introducing a smooth regularization based on shifted electrostatic and Lennard-Jones non bonded potentials. As a challenging testbed, we have applied our method to the calculation of the RBFEs in the recent host–guest SAMPL international contest, featuring a macrocyclic host with guests varying in the net charge, volume, and chemical fingerprints. Closure validation has been successfully verified in cycles involving compounds with disparate Tanimoto coefficients, volume, and net charge. NE-RBFE is specifically tailored for massively parallel facilities and can be used with little or no code modification on most of the popular software packages supporting nonequilibrium alchemical simulations, such as Gromacs, Amber, NAMD, or OpenMM. The proposed methodology bypasses most of the entanglements and limitations of the standard single topology RBFE approach for strictly congeneric series based on free-energy perturbation, such as slowly relaxing cavity water, sampling issues along the alchemical stratification, and the need for highly overlapping molecular fingerprints. American Chemical Society 2022-06-01 2022-06-14 /pmc/articles/PMC9202353/ /pubmed/35642423 http://dx.doi.org/10.1021/acs.jctc.2c00295 Text en © 2022 The Author. 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 Procacci, Piero
Relative Binding Free Energy between Chemically Distant Compounds Using a Bidirectional Nonequilibrium Approach
title Relative Binding Free Energy between Chemically Distant Compounds Using a Bidirectional Nonequilibrium Approach
title_full Relative Binding Free Energy between Chemically Distant Compounds Using a Bidirectional Nonequilibrium Approach
title_fullStr Relative Binding Free Energy between Chemically Distant Compounds Using a Bidirectional Nonequilibrium Approach
title_full_unstemmed Relative Binding Free Energy between Chemically Distant Compounds Using a Bidirectional Nonequilibrium Approach
title_short Relative Binding Free Energy between Chemically Distant Compounds Using a Bidirectional Nonequilibrium Approach
title_sort relative binding free energy between chemically distant compounds using a bidirectional nonequilibrium approach
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9202353/
https://www.ncbi.nlm.nih.gov/pubmed/35642423
http://dx.doi.org/10.1021/acs.jctc.2c00295
work_keys_str_mv AT procaccipiero relativebindingfreeenergybetweenchemicallydistantcompoundsusingabidirectionalnonequilibriumapproach