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Usefulness of heart rhythm complexity in heart failure detection and diagnosis
Heart failure (HF) is a major cardiovascular disease worldwide, and the early detection and diagnosis remain challenges. Recently, heart rhythm complexity analysis, derived from non-linear heart rate variability (HRV) analysis, has been proposed as a non-invasive method to detect diseases and predic...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7483411/ https://www.ncbi.nlm.nih.gov/pubmed/32913306 http://dx.doi.org/10.1038/s41598-020-71909-8 |
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author | Tsai, Cheng-Hsuan Ma, Hsi-Pin Lin, Yen-Tin Hung, Chi-Sheng Huang, Shan-Hsuan Chuang, Bei-Lin Lin, Chen Lo, Men-Tzung Peng, Chung-Kang Lin, Yen-Hung |
author_facet | Tsai, Cheng-Hsuan Ma, Hsi-Pin Lin, Yen-Tin Hung, Chi-Sheng Huang, Shan-Hsuan Chuang, Bei-Lin Lin, Chen Lo, Men-Tzung Peng, Chung-Kang Lin, Yen-Hung |
author_sort | Tsai, Cheng-Hsuan |
collection | PubMed |
description | Heart failure (HF) is a major cardiovascular disease worldwide, and the early detection and diagnosis remain challenges. Recently, heart rhythm complexity analysis, derived from non-linear heart rate variability (HRV) analysis, has been proposed as a non-invasive method to detect diseases and predict outcomes. In this study, we aimed to investigate the diagnostic value of heart rhythm complexity in HF patients. We prospectively analyzed 55 patients with symptomatic HF with impaired left ventricular ejection fraction and 97 participants without HF symptoms and normal LVEF as controls. Traditional linear HRV parameters and heart rhythm complexity including detrended fluctuation analysis (DFA) and multiscale entropy (MSE) were analyzed. The traditional linear HRV, MSE parameters and DFAα1 were significantly lower in HF patients compared with controls. In regression analysis, DFAα1 and MSE scale 5 remained significant predictors after adjusting for multiple clinical variables. Among all HRV parameters, MSE scale 5 had the greatest power to differentiate the HF patients from the controls in receiver operating characteristic curve analysis (area under the curve: 0.844). In conclusion, heart rhythm complexity appears to be a promising tool for the detection and diagnosis of HF. |
format | Online Article Text |
id | pubmed-7483411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-74834112020-09-11 Usefulness of heart rhythm complexity in heart failure detection and diagnosis Tsai, Cheng-Hsuan Ma, Hsi-Pin Lin, Yen-Tin Hung, Chi-Sheng Huang, Shan-Hsuan Chuang, Bei-Lin Lin, Chen Lo, Men-Tzung Peng, Chung-Kang Lin, Yen-Hung Sci Rep Article Heart failure (HF) is a major cardiovascular disease worldwide, and the early detection and diagnosis remain challenges. Recently, heart rhythm complexity analysis, derived from non-linear heart rate variability (HRV) analysis, has been proposed as a non-invasive method to detect diseases and predict outcomes. In this study, we aimed to investigate the diagnostic value of heart rhythm complexity in HF patients. We prospectively analyzed 55 patients with symptomatic HF with impaired left ventricular ejection fraction and 97 participants without HF symptoms and normal LVEF as controls. Traditional linear HRV parameters and heart rhythm complexity including detrended fluctuation analysis (DFA) and multiscale entropy (MSE) were analyzed. The traditional linear HRV, MSE parameters and DFAα1 were significantly lower in HF patients compared with controls. In regression analysis, DFAα1 and MSE scale 5 remained significant predictors after adjusting for multiple clinical variables. Among all HRV parameters, MSE scale 5 had the greatest power to differentiate the HF patients from the controls in receiver operating characteristic curve analysis (area under the curve: 0.844). In conclusion, heart rhythm complexity appears to be a promising tool for the detection and diagnosis of HF. Nature Publishing Group UK 2020-09-10 /pmc/articles/PMC7483411/ /pubmed/32913306 http://dx.doi.org/10.1038/s41598-020-71909-8 Text en © The Author(s) 2020 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Tsai, Cheng-Hsuan Ma, Hsi-Pin Lin, Yen-Tin Hung, Chi-Sheng Huang, Shan-Hsuan Chuang, Bei-Lin Lin, Chen Lo, Men-Tzung Peng, Chung-Kang Lin, Yen-Hung Usefulness of heart rhythm complexity in heart failure detection and diagnosis |
title | Usefulness of heart rhythm complexity in heart failure detection and diagnosis |
title_full | Usefulness of heart rhythm complexity in heart failure detection and diagnosis |
title_fullStr | Usefulness of heart rhythm complexity in heart failure detection and diagnosis |
title_full_unstemmed | Usefulness of heart rhythm complexity in heart failure detection and diagnosis |
title_short | Usefulness of heart rhythm complexity in heart failure detection and diagnosis |
title_sort | usefulness of heart rhythm complexity in heart failure detection and diagnosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7483411/ https://www.ncbi.nlm.nih.gov/pubmed/32913306 http://dx.doi.org/10.1038/s41598-020-71909-8 |
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