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Quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia

Reduced blood flow in the coronary arteries can lead to damaged heart tissue (myocardial ischaemia). Although one method for detecting myocardial ischaemia involves changes in the ST segment of the electrocardiogram, the relationship between these changes and subendocardial ischaemia is not fully un...

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Autores principales: Johnston, Barbara M., Coveney, Sam, Chang, Eugene T. Y., Johnston, Peter R., Clayton, Richard H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5906519/
https://www.ncbi.nlm.nih.gov/pubmed/28933043
http://dx.doi.org/10.1007/s11517-017-1714-y
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author Johnston, Barbara M.
Coveney, Sam
Chang, Eugene T. Y.
Johnston, Peter R.
Clayton, Richard H.
author_facet Johnston, Barbara M.
Coveney, Sam
Chang, Eugene T. Y.
Johnston, Peter R.
Clayton, Richard H.
author_sort Johnston, Barbara M.
collection PubMed
description Reduced blood flow in the coronary arteries can lead to damaged heart tissue (myocardial ischaemia). Although one method for detecting myocardial ischaemia involves changes in the ST segment of the electrocardiogram, the relationship between these changes and subendocardial ischaemia is not fully understood. In this study, we modelled ST-segment epicardial potentials in a slab model of cardiac ventricular tissue, with a central ischaemic region, using the bidomain model, which considers conduction longitudinal, transverse and normal to the cardiac fibres. We systematically quantified the effect of uncertainty on the input parameters, fibre rotation angle, ischaemic depth, blood conductivity and six bidomain conductivities, on outputs that characterise the epicardial potential distribution. We found that three typical types of epicardial potential distributions (one minimum over the central ischaemic region, a tripole of minima, and two minima flanking a central maximum) could all occur for a wide range of ischaemic depths. In addition, the positions of the minima were affected by both the fibre rotation angle and the ischaemic depth, but not by changes in the conductivity values. We also showed that the magnitude of ST depression is affected only by changes in the longitudinal and normal conductivities, but not by the transverse conductivities. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s11517-017-1714-y) contains supplementary material, which is available to authorized users.
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spelling pubmed-59065192018-04-20 Quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia Johnston, Barbara M. Coveney, Sam Chang, Eugene T. Y. Johnston, Peter R. Clayton, Richard H. Med Biol Eng Comput Original Article Reduced blood flow in the coronary arteries can lead to damaged heart tissue (myocardial ischaemia). Although one method for detecting myocardial ischaemia involves changes in the ST segment of the electrocardiogram, the relationship between these changes and subendocardial ischaemia is not fully understood. In this study, we modelled ST-segment epicardial potentials in a slab model of cardiac ventricular tissue, with a central ischaemic region, using the bidomain model, which considers conduction longitudinal, transverse and normal to the cardiac fibres. We systematically quantified the effect of uncertainty on the input parameters, fibre rotation angle, ischaemic depth, blood conductivity and six bidomain conductivities, on outputs that characterise the epicardial potential distribution. We found that three typical types of epicardial potential distributions (one minimum over the central ischaemic region, a tripole of minima, and two minima flanking a central maximum) could all occur for a wide range of ischaemic depths. In addition, the positions of the minima were affected by both the fibre rotation angle and the ischaemic depth, but not by changes in the conductivity values. We also showed that the magnitude of ST depression is affected only by changes in the longitudinal and normal conductivities, but not by the transverse conductivities. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s11517-017-1714-y) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2017-09-20 2018 /pmc/articles/PMC5906519/ /pubmed/28933043 http://dx.doi.org/10.1007/s11517-017-1714-y Text en © The Author(s) 2017 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 Original Article
Johnston, Barbara M.
Coveney, Sam
Chang, Eugene T. Y.
Johnston, Peter R.
Clayton, Richard H.
Quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia
title Quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia
title_full Quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia
title_fullStr Quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia
title_full_unstemmed Quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia
title_short Quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia
title_sort quantifying the effect of uncertainty in input parameters in a simplified bidomain model of partial thickness ischaemia
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5906519/
https://www.ncbi.nlm.nih.gov/pubmed/28933043
http://dx.doi.org/10.1007/s11517-017-1714-y
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