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Spatio-temporal Organization During Ventricular Fibrillation in the Human Heart

In this paper, we present a novel approach to quantify the spatio-temporal organization of electrical activation during human ventricular fibrillation (VF). We propose three different methods based on correlation analysis, graph theoretical measures and hierarchical clustering. Using the proposed ap...

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Autores principales: Robson, Jinny, Aram, Parham, Nash, Martyn P., Bradley, Chris P., Hayward, Martin, Paterson, David J., Taggart, Peter, Clayton, Richard H., Kadirkamanathan, Visakan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5934463/
https://www.ncbi.nlm.nih.gov/pubmed/29546467
http://dx.doi.org/10.1007/s10439-018-2007-9
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author Robson, Jinny
Aram, Parham
Nash, Martyn P.
Bradley, Chris P.
Hayward, Martin
Paterson, David J.
Taggart, Peter
Clayton, Richard H.
Kadirkamanathan, Visakan
author_facet Robson, Jinny
Aram, Parham
Nash, Martyn P.
Bradley, Chris P.
Hayward, Martin
Paterson, David J.
Taggart, Peter
Clayton, Richard H.
Kadirkamanathan, Visakan
author_sort Robson, Jinny
collection PubMed
description In this paper, we present a novel approach to quantify the spatio-temporal organization of electrical activation during human ventricular fibrillation (VF). We propose three different methods based on correlation analysis, graph theoretical measures and hierarchical clustering. Using the proposed approach, we quantified the level of spatio-temporal organization during three episodes of VF in ten patients, recorded using multi-electrode epicardial recordings with 30 s coronary perfusion, 150 s global myocardial ischaemia and 30 s reflow. Our findings show a steady decline in spatio-temporal organization from the onset of VF with coronary perfusion. We observed transient increases in spatio-temporal organization during global myocardial ischaemia. However, the decline in spatio-temporal organization continued during reflow. Our results were consistent across all patients, and were consistent with the numbers of phase singularities. Our findings show that the complex spatio-temporal patterns can be studied using complex network analysis.
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spelling pubmed-59344632018-05-09 Spatio-temporal Organization During Ventricular Fibrillation in the Human Heart Robson, Jinny Aram, Parham Nash, Martyn P. Bradley, Chris P. Hayward, Martin Paterson, David J. Taggart, Peter Clayton, Richard H. Kadirkamanathan, Visakan Ann Biomed Eng Article In this paper, we present a novel approach to quantify the spatio-temporal organization of electrical activation during human ventricular fibrillation (VF). We propose three different methods based on correlation analysis, graph theoretical measures and hierarchical clustering. Using the proposed approach, we quantified the level of spatio-temporal organization during three episodes of VF in ten patients, recorded using multi-electrode epicardial recordings with 30 s coronary perfusion, 150 s global myocardial ischaemia and 30 s reflow. Our findings show a steady decline in spatio-temporal organization from the onset of VF with coronary perfusion. We observed transient increases in spatio-temporal organization during global myocardial ischaemia. However, the decline in spatio-temporal organization continued during reflow. Our results were consistent across all patients, and were consistent with the numbers of phase singularities. Our findings show that the complex spatio-temporal patterns can be studied using complex network analysis. Springer US 2018-03-15 2018 /pmc/articles/PMC5934463/ /pubmed/29546467 http://dx.doi.org/10.1007/s10439-018-2007-9 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Article
Robson, Jinny
Aram, Parham
Nash, Martyn P.
Bradley, Chris P.
Hayward, Martin
Paterson, David J.
Taggart, Peter
Clayton, Richard H.
Kadirkamanathan, Visakan
Spatio-temporal Organization During Ventricular Fibrillation in the Human Heart
title Spatio-temporal Organization During Ventricular Fibrillation in the Human Heart
title_full Spatio-temporal Organization During Ventricular Fibrillation in the Human Heart
title_fullStr Spatio-temporal Organization During Ventricular Fibrillation in the Human Heart
title_full_unstemmed Spatio-temporal Organization During Ventricular Fibrillation in the Human Heart
title_short Spatio-temporal Organization During Ventricular Fibrillation in the Human Heart
title_sort spatio-temporal organization during ventricular fibrillation in the human heart
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5934463/
https://www.ncbi.nlm.nih.gov/pubmed/29546467
http://dx.doi.org/10.1007/s10439-018-2007-9
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