Cargando…
Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor
This paper describes a novel method to predict the activated structures of G-protein-coupled receptors (GPCRs) with high accuracy, while aiming for the use of the predicted 3D structures in in silico virtual screening in the future. We propose a new method for modeling GPCR thermal fluctuations, whe...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Scientific World Journal
2012
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3529862/ https://www.ncbi.nlm.nih.gov/pubmed/23304088 http://dx.doi.org/10.1100/2012/691579 |
_version_ | 1782253954020671488 |
---|---|
author | Ishino, Yoko Harada, Takanori |
author_facet | Ishino, Yoko Harada, Takanori |
author_sort | Ishino, Yoko |
collection | PubMed |
description | This paper describes a novel method to predict the activated structures of G-protein-coupled receptors (GPCRs) with high accuracy, while aiming for the use of the predicted 3D structures in in silico virtual screening in the future. We propose a new method for modeling GPCR thermal fluctuations, where conformation changes of the proteins are modeled by combining fluctuations on multiple time scales. The core idea of the method is that a molecular dynamics simulation is used to calculate average 3D coordinates of all atoms of a GPCR protein against heat fluctuation on the picosecond or nanosecond time scale, and then evolutionary computation including receptor-ligand docking simulations functions to determine the rotation angle of each helix of a GPCR protein as a movement on a longer time scale. The method was validated using human leukotriene B4 receptor BLT1 as a sample GPCR. Our study demonstrated that the proposed method was able to derive the appropriate 3D structure of the active-state GPCR which docks with its agonists. |
format | Online Article Text |
id | pubmed-3529862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | The Scientific World Journal |
record_format | MEDLINE/PubMed |
spelling | pubmed-35298622013-01-09 Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor Ishino, Yoko Harada, Takanori ScientificWorldJournal Research Article This paper describes a novel method to predict the activated structures of G-protein-coupled receptors (GPCRs) with high accuracy, while aiming for the use of the predicted 3D structures in in silico virtual screening in the future. We propose a new method for modeling GPCR thermal fluctuations, where conformation changes of the proteins are modeled by combining fluctuations on multiple time scales. The core idea of the method is that a molecular dynamics simulation is used to calculate average 3D coordinates of all atoms of a GPCR protein against heat fluctuation on the picosecond or nanosecond time scale, and then evolutionary computation including receptor-ligand docking simulations functions to determine the rotation angle of each helix of a GPCR protein as a movement on a longer time scale. The method was validated using human leukotriene B4 receptor BLT1 as a sample GPCR. Our study demonstrated that the proposed method was able to derive the appropriate 3D structure of the active-state GPCR which docks with its agonists. The Scientific World Journal 2012-12-10 /pmc/articles/PMC3529862/ /pubmed/23304088 http://dx.doi.org/10.1100/2012/691579 Text en Copyright © 2012 Y. Ishino and T. Harada. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Ishino, Yoko Harada, Takanori Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor |
title | Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor |
title_full | Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor |
title_fullStr | Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor |
title_full_unstemmed | Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor |
title_short | Novel Computational Methodologies for Structural Modeling of Spacious Ligand Binding Sites of G-Protein-Coupled Receptors: Development and Application to Human Leukotriene B4 Receptor |
title_sort | novel computational methodologies for structural modeling of spacious ligand binding sites of g-protein-coupled receptors: development and application to human leukotriene b4 receptor |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3529862/ https://www.ncbi.nlm.nih.gov/pubmed/23304088 http://dx.doi.org/10.1100/2012/691579 |
work_keys_str_mv | AT ishinoyoko novelcomputationalmethodologiesforstructuralmodelingofspaciousligandbindingsitesofgproteincoupledreceptorsdevelopmentandapplicationtohumanleukotrieneb4receptor AT haradatakanori novelcomputationalmethodologiesforstructuralmodelingofspaciousligandbindingsitesofgproteincoupledreceptorsdevelopmentandapplicationtohumanleukotrieneb4receptor |