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A Metadynamics-Based Protocol for the Determination of GPCR-Ligand Binding Modes

G protein-coupled receptors (GPCRs) are a main drug target and therefore a hot topic in pharmaceutical research. One important prerequisite to understand how a certain ligand affects a GPCR is precise knowledge about its binding mode and the specific underlying interactions. If no crystal structure...

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Autores principales: Söldner, Christian A., Horn, Anselm H. C., Sticht, Heinrich
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6514967/
https://www.ncbi.nlm.nih.gov/pubmed/31013635
http://dx.doi.org/10.3390/ijms20081970
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author Söldner, Christian A.
Horn, Anselm H. C.
Sticht, Heinrich
author_facet Söldner, Christian A.
Horn, Anselm H. C.
Sticht, Heinrich
author_sort Söldner, Christian A.
collection PubMed
description G protein-coupled receptors (GPCRs) are a main drug target and therefore a hot topic in pharmaceutical research. One important prerequisite to understand how a certain ligand affects a GPCR is precise knowledge about its binding mode and the specific underlying interactions. If no crystal structure of the respective complex is available, computational methods can be used to deduce the binding site. One of them are metadynamics simulations which have the advantage of an enhanced sampling compared to conventional molecular dynamics simulations. However, the enhanced sampling of higher-energy states hampers identification of the preferred binding mode. Here, we present a novel protocol based on clustering of multiple walker metadynamics simulations which allows identifying the preferential binding mode from such conformational ensembles. We tested this strategy for three different model systems namely the histamine H(1) receptor in combination with its physiological ligand histamine, as well as the [Formula: see text] adrenoceptor with its agonist adrenaline and its antagonist alprenolol. For all three systems, the proposed protocol was able to reproduce the correct binding mode known from the literature suggesting that the approach can more generally be applied to the prediction of GPCR ligand binding in future.
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spelling pubmed-65149672019-05-30 A Metadynamics-Based Protocol for the Determination of GPCR-Ligand Binding Modes Söldner, Christian A. Horn, Anselm H. C. Sticht, Heinrich Int J Mol Sci Article G protein-coupled receptors (GPCRs) are a main drug target and therefore a hot topic in pharmaceutical research. One important prerequisite to understand how a certain ligand affects a GPCR is precise knowledge about its binding mode and the specific underlying interactions. If no crystal structure of the respective complex is available, computational methods can be used to deduce the binding site. One of them are metadynamics simulations which have the advantage of an enhanced sampling compared to conventional molecular dynamics simulations. However, the enhanced sampling of higher-energy states hampers identification of the preferred binding mode. Here, we present a novel protocol based on clustering of multiple walker metadynamics simulations which allows identifying the preferential binding mode from such conformational ensembles. We tested this strategy for three different model systems namely the histamine H(1) receptor in combination with its physiological ligand histamine, as well as the [Formula: see text] adrenoceptor with its agonist adrenaline and its antagonist alprenolol. For all three systems, the proposed protocol was able to reproduce the correct binding mode known from the literature suggesting that the approach can more generally be applied to the prediction of GPCR ligand binding in future. MDPI 2019-04-22 /pmc/articles/PMC6514967/ /pubmed/31013635 http://dx.doi.org/10.3390/ijms20081970 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Söldner, Christian A.
Horn, Anselm H. C.
Sticht, Heinrich
A Metadynamics-Based Protocol for the Determination of GPCR-Ligand Binding Modes
title A Metadynamics-Based Protocol for the Determination of GPCR-Ligand Binding Modes
title_full A Metadynamics-Based Protocol for the Determination of GPCR-Ligand Binding Modes
title_fullStr A Metadynamics-Based Protocol for the Determination of GPCR-Ligand Binding Modes
title_full_unstemmed A Metadynamics-Based Protocol for the Determination of GPCR-Ligand Binding Modes
title_short A Metadynamics-Based Protocol for the Determination of GPCR-Ligand Binding Modes
title_sort metadynamics-based protocol for the determination of gpcr-ligand binding modes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6514967/
https://www.ncbi.nlm.nih.gov/pubmed/31013635
http://dx.doi.org/10.3390/ijms20081970
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