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Relative binding free energy calculations with transformato: A molecular dynamics engine-independent tool

We present the software package transformato for the setup of large-scale relative binding free energy calculations. Transformato is written in Python as an open source project (https://github.com/wiederm/transformato); in contrast to comparable tools, it is not closely tied to a particular molecula...

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Autores principales: Karwounopoulos, Johannes, Wieder, Marcus, Boresch, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9485484/
https://www.ncbi.nlm.nih.gov/pubmed/36148009
http://dx.doi.org/10.3389/fmolb.2022.954638
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author Karwounopoulos, Johannes
Wieder, Marcus
Boresch, Stefan
author_facet Karwounopoulos, Johannes
Wieder, Marcus
Boresch, Stefan
author_sort Karwounopoulos, Johannes
collection PubMed
description We present the software package transformato for the setup of large-scale relative binding free energy calculations. Transformato is written in Python as an open source project (https://github.com/wiederm/transformato); in contrast to comparable tools, it is not closely tied to a particular molecular dynamics engine to carry out the underlying simulations. Instead of alchemically transforming a ligand L (1) directly into another L (2), the two ligands are mutated to a common core. Thus, while dummy atoms are required at intermediate states, in particular at the common core state, none are present at the physical endstates. To validate the method, we calculated 76 relative binding free energy differences [Formula: see text] for five protein–ligand systems. The overall root mean squared error to experimental binding free energies is 1.17 kcal/mol with a Pearson correlation coefficient of 0.73. For selected cases, we checked that the relative binding free energy differences between pairs of ligands do not depend on the choice of the intermediate common core structure. Additionally, we report results with and without hydrogen mass reweighting. The code currently supports OpenMM, CHARMM, and CHARMM/OpenMM directly. Since the program logic to choose and construct alchemical transformation paths is separated from the generation of input and topology/parameter files, extending transformato to support additional molecular dynamics engines is straightforward.
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spelling pubmed-94854842022-09-21 Relative binding free energy calculations with transformato: A molecular dynamics engine-independent tool Karwounopoulos, Johannes Wieder, Marcus Boresch, Stefan Front Mol Biosci Molecular Biosciences We present the software package transformato for the setup of large-scale relative binding free energy calculations. Transformato is written in Python as an open source project (https://github.com/wiederm/transformato); in contrast to comparable tools, it is not closely tied to a particular molecular dynamics engine to carry out the underlying simulations. Instead of alchemically transforming a ligand L (1) directly into another L (2), the two ligands are mutated to a common core. Thus, while dummy atoms are required at intermediate states, in particular at the common core state, none are present at the physical endstates. To validate the method, we calculated 76 relative binding free energy differences [Formula: see text] for five protein–ligand systems. The overall root mean squared error to experimental binding free energies is 1.17 kcal/mol with a Pearson correlation coefficient of 0.73. For selected cases, we checked that the relative binding free energy differences between pairs of ligands do not depend on the choice of the intermediate common core structure. Additionally, we report results with and without hydrogen mass reweighting. The code currently supports OpenMM, CHARMM, and CHARMM/OpenMM directly. Since the program logic to choose and construct alchemical transformation paths is separated from the generation of input and topology/parameter files, extending transformato to support additional molecular dynamics engines is straightforward. Frontiers Media S.A. 2022-09-06 /pmc/articles/PMC9485484/ /pubmed/36148009 http://dx.doi.org/10.3389/fmolb.2022.954638 Text en Copyright © 2022 Karwounopoulos, Wieder and Boresch. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Molecular Biosciences
Karwounopoulos, Johannes
Wieder, Marcus
Boresch, Stefan
Relative binding free energy calculations with transformato: A molecular dynamics engine-independent tool
title Relative binding free energy calculations with transformato: A molecular dynamics engine-independent tool
title_full Relative binding free energy calculations with transformato: A molecular dynamics engine-independent tool
title_fullStr Relative binding free energy calculations with transformato: A molecular dynamics engine-independent tool
title_full_unstemmed Relative binding free energy calculations with transformato: A molecular dynamics engine-independent tool
title_short Relative binding free energy calculations with transformato: A molecular dynamics engine-independent tool
title_sort relative binding free energy calculations with transformato: a molecular dynamics engine-independent tool
topic Molecular Biosciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9485484/
https://www.ncbi.nlm.nih.gov/pubmed/36148009
http://dx.doi.org/10.3389/fmolb.2022.954638
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