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Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder

[Image: see text] Free-energy calculations play an important role in the application of computational chemistry to a range of fields, including protein biochemistry, rational drug design, or materials science. Importantly, the free-energy difference is directly related to experimentally measurable q...

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Autor principal: Petrov, Drazen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479811/
https://www.ncbi.nlm.nih.gov/pubmed/34415755
http://dx.doi.org/10.1021/acs.jcim.1c00428
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author Petrov, Drazen
author_facet Petrov, Drazen
author_sort Petrov, Drazen
collection PubMed
description [Image: see text] Free-energy calculations play an important role in the application of computational chemistry to a range of fields, including protein biochemistry, rational drug design, or materials science. Importantly, the free-energy difference is directly related to experimentally measurable quantities such as partition and adsorption coefficients, water activity, and binding affinities. Among several techniques aimed at predicting free-energy differences, perturbation approaches, involving the alchemical transformation of one molecule into another through intermediate states, stand out as rigorous methods based on statistical mechanics. However, despite the importance of free-energy calculations, the applicability of the perturbation approaches is still largely impeded by a number of challenges, including the definition of the perturbation path, i.e., alchemical changes leading to the transformation of one molecule to the other. To address this, an automatic perturbation topology builder based on a graph-matching algorithm is developed, which can identify the maximum common substructure (MCS) of two or multiple molecules and provide the perturbation topologies suitable for free-energy calculations using the GROMOS and the GROMACS simulation packages. Various MCS search options are presented leading to alternative definitions of the perturbation pathway. Moreover, perturbation topologies generated using the default multistate MCS search are used to calculate the changes in free energy between lysine and its two post-translational modifications, 3-methyllysine and acetyllysine. The pairwise free-energy calculations performed on this test system led to a cycle closure of 0.5 ± 0.3 and 0.2 ± 0.2 kJ mol(–1), with GROMOS and GROMACS simulation packages, respectively. The same relative free energies between the three states are obtained by employing the enveloping distribution sampling (EDS) approach when compared to the pairwise perturbations. Importantly, this toolkit is made available online as an open-source Python package (https://github.com/drazen-petrov/SMArt).
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spelling pubmed-84798112021-09-29 Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder Petrov, Drazen J Chem Inf Model [Image: see text] Free-energy calculations play an important role in the application of computational chemistry to a range of fields, including protein biochemistry, rational drug design, or materials science. Importantly, the free-energy difference is directly related to experimentally measurable quantities such as partition and adsorption coefficients, water activity, and binding affinities. Among several techniques aimed at predicting free-energy differences, perturbation approaches, involving the alchemical transformation of one molecule into another through intermediate states, stand out as rigorous methods based on statistical mechanics. However, despite the importance of free-energy calculations, the applicability of the perturbation approaches is still largely impeded by a number of challenges, including the definition of the perturbation path, i.e., alchemical changes leading to the transformation of one molecule to the other. To address this, an automatic perturbation topology builder based on a graph-matching algorithm is developed, which can identify the maximum common substructure (MCS) of two or multiple molecules and provide the perturbation topologies suitable for free-energy calculations using the GROMOS and the GROMACS simulation packages. Various MCS search options are presented leading to alternative definitions of the perturbation pathway. Moreover, perturbation topologies generated using the default multistate MCS search are used to calculate the changes in free energy between lysine and its two post-translational modifications, 3-methyllysine and acetyllysine. The pairwise free-energy calculations performed on this test system led to a cycle closure of 0.5 ± 0.3 and 0.2 ± 0.2 kJ mol(–1), with GROMOS and GROMACS simulation packages, respectively. The same relative free energies between the three states are obtained by employing the enveloping distribution sampling (EDS) approach when compared to the pairwise perturbations. Importantly, this toolkit is made available online as an open-source Python package (https://github.com/drazen-petrov/SMArt). American Chemical Society 2021-08-20 2021-09-27 /pmc/articles/PMC8479811/ /pubmed/34415755 http://dx.doi.org/10.1021/acs.jcim.1c00428 Text en © 2021 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 Petrov, Drazen
Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder
title Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder
title_full Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder
title_fullStr Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder
title_full_unstemmed Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder
title_short Perturbation Free-Energy Toolkit: An Automated Alchemical Topology Builder
title_sort perturbation free-energy toolkit: an automated alchemical topology builder
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479811/
https://www.ncbi.nlm.nih.gov/pubmed/34415755
http://dx.doi.org/10.1021/acs.jcim.1c00428
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