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A replica exchange umbrella sampling (REUS) approach to predict host–guest binding free energies in SAMPL8 challenge

In this study, we report binding free energy calculations of various drugs-of-abuse to Cucurbit-[8]-uril as part of the SAMPL8 blind challenge. Force-field parameters were obtained from force-matching with different quantum mechanical levels of theory. The Replica Exchange Umbrella Sampling (REUS) a...

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Autores principales: Ghorbani, Mahdi, Hudson, Phillip S., Jones, Michael R., Aviat, Félix, Meana-Pañeda, Rubén, Klauda, Jeffery B., Brooks, Bernard R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131287/
https://www.ncbi.nlm.nih.gov/pubmed/33939083
http://dx.doi.org/10.1007/s10822-021-00385-7
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author Ghorbani, Mahdi
Hudson, Phillip S.
Jones, Michael R.
Aviat, Félix
Meana-Pañeda, Rubén
Klauda, Jeffery B.
Brooks, Bernard R.
author_facet Ghorbani, Mahdi
Hudson, Phillip S.
Jones, Michael R.
Aviat, Félix
Meana-Pañeda, Rubén
Klauda, Jeffery B.
Brooks, Bernard R.
author_sort Ghorbani, Mahdi
collection PubMed
description In this study, we report binding free energy calculations of various drugs-of-abuse to Cucurbit-[8]-uril as part of the SAMPL8 blind challenge. Force-field parameters were obtained from force-matching with different quantum mechanical levels of theory. The Replica Exchange Umbrella Sampling (REUS) approach was used with a cylindrical restraint to enhance the sampling of host–guest binding. Binding free energy was calculated by pulling the guest molecule from one side of the symmetric and cylindrical host, then into and through the host, and out the other side (bidirectional) as compared to pulling only to the bound pose inside the cylindrical host (unidirectional). The initial results with force-matched MP2 parameter set led to RMSE of 4.68 [Formula: see text] from experimental values. However, the follow-up study with CHARMM generalized force field parameters and force-matched PM6-D3H4 parameters resulted in RMSEs from experiment of [Formula: see text] and [Formula: see text] , respectively, which demonstrates the potential of REUS for accurate binding free energy calculation given a more suitable description of energetics. Moreover, we compared the free energies for the so called bidirectional and unidirectional free energy approach and found that the binding free energies were highly similar. However, one issue in the bidirectional approach is the asymmetry of profile on the two sides of the host. This is mainly due to the insufficient sampling for these larger systems and can be avoided by longer sampling simulations. Overall REUS shows great promise for binding free energy calculations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10822-021-00385-7.
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spelling pubmed-81312872021-05-24 A replica exchange umbrella sampling (REUS) approach to predict host–guest binding free energies in SAMPL8 challenge Ghorbani, Mahdi Hudson, Phillip S. Jones, Michael R. Aviat, Félix Meana-Pañeda, Rubén Klauda, Jeffery B. Brooks, Bernard R. J Comput Aided Mol Des Article In this study, we report binding free energy calculations of various drugs-of-abuse to Cucurbit-[8]-uril as part of the SAMPL8 blind challenge. Force-field parameters were obtained from force-matching with different quantum mechanical levels of theory. The Replica Exchange Umbrella Sampling (REUS) approach was used with a cylindrical restraint to enhance the sampling of host–guest binding. Binding free energy was calculated by pulling the guest molecule from one side of the symmetric and cylindrical host, then into and through the host, and out the other side (bidirectional) as compared to pulling only to the bound pose inside the cylindrical host (unidirectional). The initial results with force-matched MP2 parameter set led to RMSE of 4.68 [Formula: see text] from experimental values. However, the follow-up study with CHARMM generalized force field parameters and force-matched PM6-D3H4 parameters resulted in RMSEs from experiment of [Formula: see text] and [Formula: see text] , respectively, which demonstrates the potential of REUS for accurate binding free energy calculation given a more suitable description of energetics. Moreover, we compared the free energies for the so called bidirectional and unidirectional free energy approach and found that the binding free energies were highly similar. However, one issue in the bidirectional approach is the asymmetry of profile on the two sides of the host. This is mainly due to the insufficient sampling for these larger systems and can be avoided by longer sampling simulations. Overall REUS shows great promise for binding free energy calculations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10822-021-00385-7. Springer International Publishing 2021-05-03 2021 /pmc/articles/PMC8131287/ /pubmed/33939083 http://dx.doi.org/10.1007/s10822-021-00385-7 Text en © This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ghorbani, Mahdi
Hudson, Phillip S.
Jones, Michael R.
Aviat, Félix
Meana-Pañeda, Rubén
Klauda, Jeffery B.
Brooks, Bernard R.
A replica exchange umbrella sampling (REUS) approach to predict host–guest binding free energies in SAMPL8 challenge
title A replica exchange umbrella sampling (REUS) approach to predict host–guest binding free energies in SAMPL8 challenge
title_full A replica exchange umbrella sampling (REUS) approach to predict host–guest binding free energies in SAMPL8 challenge
title_fullStr A replica exchange umbrella sampling (REUS) approach to predict host–guest binding free energies in SAMPL8 challenge
title_full_unstemmed A replica exchange umbrella sampling (REUS) approach to predict host–guest binding free energies in SAMPL8 challenge
title_short A replica exchange umbrella sampling (REUS) approach to predict host–guest binding free energies in SAMPL8 challenge
title_sort replica exchange umbrella sampling (reus) approach to predict host–guest binding free energies in sampl8 challenge
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131287/
https://www.ncbi.nlm.nih.gov/pubmed/33939083
http://dx.doi.org/10.1007/s10822-021-00385-7
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