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Information transfer in QT-RR dynamics: Application to QT-correction
The relation between the electrical properties of the heart and the beating rate is essential for the heart functioning. This relation is central when calculating the “corrected QT interval” — an important measure of the risk of potentially lethal arrhythmias. We use the transfer entropy method from...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6178346/ https://www.ncbi.nlm.nih.gov/pubmed/30301929 http://dx.doi.org/10.1038/s41598-018-33359-1 |
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author | Potapov, Ilya Latukka, Joonas Kim, Jiyeong Luukko, Perttu Aalto-Setälä, Katriina Räsänen, Esa |
author_facet | Potapov, Ilya Latukka, Joonas Kim, Jiyeong Luukko, Perttu Aalto-Setälä, Katriina Räsänen, Esa |
author_sort | Potapov, Ilya |
collection | PubMed |
description | The relation between the electrical properties of the heart and the beating rate is essential for the heart functioning. This relation is central when calculating the “corrected QT interval” — an important measure of the risk of potentially lethal arrhythmias. We use the transfer entropy method from information theory to quantitatively study the mutual dynamics of the ventricular action potential duration (the QT interval) and the length of the beat-to-beat (RR) interval. We show that for healthy individuals there is a strong asymmetry in the information transfer: the information flow from RR to QT dominates over the opposite flow (from QT to RR), i.e. QT depends on RR to a larger extent than RR on QT. Moreover, the history of the intervals has a strong effect on the information transfer: at sufficiently long QT history length the information flow asymmetry inverts and the RR influence on QT dynamics weakens. Finally, we demonstrate that the widely used QT correction methods cannot properly capture the changes in the information flows between QT and RR. We conclude that our results obtained through a model-free informational perspective can be utilised to improve and test the QT correction schemes in clinics. |
format | Online Article Text |
id | pubmed-6178346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61783462018-10-12 Information transfer in QT-RR dynamics: Application to QT-correction Potapov, Ilya Latukka, Joonas Kim, Jiyeong Luukko, Perttu Aalto-Setälä, Katriina Räsänen, Esa Sci Rep Article The relation between the electrical properties of the heart and the beating rate is essential for the heart functioning. This relation is central when calculating the “corrected QT interval” — an important measure of the risk of potentially lethal arrhythmias. We use the transfer entropy method from information theory to quantitatively study the mutual dynamics of the ventricular action potential duration (the QT interval) and the length of the beat-to-beat (RR) interval. We show that for healthy individuals there is a strong asymmetry in the information transfer: the information flow from RR to QT dominates over the opposite flow (from QT to RR), i.e. QT depends on RR to a larger extent than RR on QT. Moreover, the history of the intervals has a strong effect on the information transfer: at sufficiently long QT history length the information flow asymmetry inverts and the RR influence on QT dynamics weakens. Finally, we demonstrate that the widely used QT correction methods cannot properly capture the changes in the information flows between QT and RR. We conclude that our results obtained through a model-free informational perspective can be utilised to improve and test the QT correction schemes in clinics. Nature Publishing Group UK 2018-10-09 /pmc/articles/PMC6178346/ /pubmed/30301929 http://dx.doi.org/10.1038/s41598-018-33359-1 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Potapov, Ilya Latukka, Joonas Kim, Jiyeong Luukko, Perttu Aalto-Setälä, Katriina Räsänen, Esa Information transfer in QT-RR dynamics: Application to QT-correction |
title | Information transfer in QT-RR dynamics: Application to QT-correction |
title_full | Information transfer in QT-RR dynamics: Application to QT-correction |
title_fullStr | Information transfer in QT-RR dynamics: Application to QT-correction |
title_full_unstemmed | Information transfer in QT-RR dynamics: Application to QT-correction |
title_short | Information transfer in QT-RR dynamics: Application to QT-correction |
title_sort | information transfer in qt-rr dynamics: application to qt-correction |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6178346/ https://www.ncbi.nlm.nih.gov/pubmed/30301929 http://dx.doi.org/10.1038/s41598-018-33359-1 |
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