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High-Resolution Visualisation of the States and Pathways Sampled in Molecular Dynamics Simulations

We have recently developed a scalable algorithm for ordering the instantaneous observations of a dynamical system evolving continuously in time. Here, we apply the method to long molecular dynamics trajectories. The procedure requires only a pairwise, geometrical distance as input. Suitable annotati...

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Detalles Bibliográficos
Autores principales: Blöchliger, Nicolas, Vitalis, Andreas, Caflisch, Amedeo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4151098/
https://www.ncbi.nlm.nih.gov/pubmed/25179558
http://dx.doi.org/10.1038/srep06264
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author Blöchliger, Nicolas
Vitalis, Andreas
Caflisch, Amedeo
author_facet Blöchliger, Nicolas
Vitalis, Andreas
Caflisch, Amedeo
author_sort Blöchliger, Nicolas
collection PubMed
description We have recently developed a scalable algorithm for ordering the instantaneous observations of a dynamical system evolving continuously in time. Here, we apply the method to long molecular dynamics trajectories. The procedure requires only a pairwise, geometrical distance as input. Suitable annotations of both structural and kinetic nature reveal the free energy basins visited by biomolecules. The profile is supplemented by a trace of the temporal evolution of the system highlighting the sequence of events. We demonstrate that the resultant SAPPHIRE (States And Pathways Projected with HIgh REsolution) plots provide a comprehensive picture of the thermodynamics and kinetics of complex, molecular systems exhibiting dynamics covering a range of time and length scales. Information on pathways connecting states and the level of recurrence are quickly inferred from the visualisation. The considerable advantages of our approach are speed and resolution: the SAPPHIRE plot is scalable to very large data sets and represents every single snapshot. This minimizes the risk of missing states because of overlap or prior coarse-graining of the data.
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spelling pubmed-41510982014-09-08 High-Resolution Visualisation of the States and Pathways Sampled in Molecular Dynamics Simulations Blöchliger, Nicolas Vitalis, Andreas Caflisch, Amedeo Sci Rep Article We have recently developed a scalable algorithm for ordering the instantaneous observations of a dynamical system evolving continuously in time. Here, we apply the method to long molecular dynamics trajectories. The procedure requires only a pairwise, geometrical distance as input. Suitable annotations of both structural and kinetic nature reveal the free energy basins visited by biomolecules. The profile is supplemented by a trace of the temporal evolution of the system highlighting the sequence of events. We demonstrate that the resultant SAPPHIRE (States And Pathways Projected with HIgh REsolution) plots provide a comprehensive picture of the thermodynamics and kinetics of complex, molecular systems exhibiting dynamics covering a range of time and length scales. Information on pathways connecting states and the level of recurrence are quickly inferred from the visualisation. The considerable advantages of our approach are speed and resolution: the SAPPHIRE plot is scalable to very large data sets and represents every single snapshot. This minimizes the risk of missing states because of overlap or prior coarse-graining of the data. Nature Publishing Group 2014-09-02 /pmc/articles/PMC4151098/ /pubmed/25179558 http://dx.doi.org/10.1038/srep06264 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-sa/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/
spellingShingle Article
Blöchliger, Nicolas
Vitalis, Andreas
Caflisch, Amedeo
High-Resolution Visualisation of the States and Pathways Sampled in Molecular Dynamics Simulations
title High-Resolution Visualisation of the States and Pathways Sampled in Molecular Dynamics Simulations
title_full High-Resolution Visualisation of the States and Pathways Sampled in Molecular Dynamics Simulations
title_fullStr High-Resolution Visualisation of the States and Pathways Sampled in Molecular Dynamics Simulations
title_full_unstemmed High-Resolution Visualisation of the States and Pathways Sampled in Molecular Dynamics Simulations
title_short High-Resolution Visualisation of the States and Pathways Sampled in Molecular Dynamics Simulations
title_sort high-resolution visualisation of the states and pathways sampled in molecular dynamics simulations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4151098/
https://www.ncbi.nlm.nih.gov/pubmed/25179558
http://dx.doi.org/10.1038/srep06264
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