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Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension

Pulmonary hypertension is a fatal disease, however reliable prognostic tools are lacking. Heart rhythm complexity analysis is derived from non-linear heart rate variability (HRV) analysis and has shown excellent performance in predicting clinical outcomes in several cardiovascular diseases. However,...

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Autores principales: Tsai, Cheng-Hsuan, Ma, Hsi-Pin, Lin, Yen-Tin, Hung, Chi-Sheng, Hsieh, Mi-Chia, Chang, Ting-Yu, Kuo, Ping-Hung, Lin, Chen, Lo, Men-Tzung, Hsu, Hsao-Hsun, Peng, Chung-Kang, Lin, Yen-Hung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6656770/
https://www.ncbi.nlm.nih.gov/pubmed/31341216
http://dx.doi.org/10.1038/s41598-019-47144-1
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author Tsai, Cheng-Hsuan
Ma, Hsi-Pin
Lin, Yen-Tin
Hung, Chi-Sheng
Hsieh, Mi-Chia
Chang, Ting-Yu
Kuo, Ping-Hung
Lin, Chen
Lo, Men-Tzung
Hsu, Hsao-Hsun
Peng, Chung-Kang
Lin, Yen-Hung
author_facet Tsai, Cheng-Hsuan
Ma, Hsi-Pin
Lin, Yen-Tin
Hung, Chi-Sheng
Hsieh, Mi-Chia
Chang, Ting-Yu
Kuo, Ping-Hung
Lin, Chen
Lo, Men-Tzung
Hsu, Hsao-Hsun
Peng, Chung-Kang
Lin, Yen-Hung
author_sort Tsai, Cheng-Hsuan
collection PubMed
description Pulmonary hypertension is a fatal disease, however reliable prognostic tools are lacking. Heart rhythm complexity analysis is derived from non-linear heart rate variability (HRV) analysis and has shown excellent performance in predicting clinical outcomes in several cardiovascular diseases. However, heart rhythm complexity has not previously been studied in pulmonary hypertension patients. We prospectively analyzed 57 patients with pulmonary hypertension (31 with pulmonary arterial hypertension and 26 with chronic thromboembolic pulmonary hypertension) and compared them to 57 age- and sex-matched control subjects. Heart rhythm complexity including detrended fluctuation analysis (DFA) and multiscale entropy (MSE) and linear HRV parameters were analyzed. The patients with pulmonary hypertension had significantly lower mean RR, SDRR, pNN(20), VLF, LF, LF/HF ratio, DFAα1, MSE slope 5, scale 5, area 1–5 and area 6–20 compared to the controls. Receiver operating characteristic curve analysis showed that heart rhythm complexity parameters were better than traditional HRV parameters to predict pulmonary hypertension. Among all parameters, scale 5 had the greatest power to differentiate the pulmonary hypertension patients from controls (AUC: 0.845, P < 0.001). Furthermore, adding heart rhythm complexity parameters significantly improved the discriminatory power of the traditional HRV parameters in both net reclassification improvement and integrated discrimination improvement models. In conclusion, the patients with pulmonary hypertension had worse heart rhythm complexity. MSE parameters, especially scale 5, had excellent single discriminatory power to predict whether or not patients had pulmonary hypertension.
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spelling pubmed-66567702019-07-29 Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension Tsai, Cheng-Hsuan Ma, Hsi-Pin Lin, Yen-Tin Hung, Chi-Sheng Hsieh, Mi-Chia Chang, Ting-Yu Kuo, Ping-Hung Lin, Chen Lo, Men-Tzung Hsu, Hsao-Hsun Peng, Chung-Kang Lin, Yen-Hung Sci Rep Article Pulmonary hypertension is a fatal disease, however reliable prognostic tools are lacking. Heart rhythm complexity analysis is derived from non-linear heart rate variability (HRV) analysis and has shown excellent performance in predicting clinical outcomes in several cardiovascular diseases. However, heart rhythm complexity has not previously been studied in pulmonary hypertension patients. We prospectively analyzed 57 patients with pulmonary hypertension (31 with pulmonary arterial hypertension and 26 with chronic thromboembolic pulmonary hypertension) and compared them to 57 age- and sex-matched control subjects. Heart rhythm complexity including detrended fluctuation analysis (DFA) and multiscale entropy (MSE) and linear HRV parameters were analyzed. The patients with pulmonary hypertension had significantly lower mean RR, SDRR, pNN(20), VLF, LF, LF/HF ratio, DFAα1, MSE slope 5, scale 5, area 1–5 and area 6–20 compared to the controls. Receiver operating characteristic curve analysis showed that heart rhythm complexity parameters were better than traditional HRV parameters to predict pulmonary hypertension. Among all parameters, scale 5 had the greatest power to differentiate the pulmonary hypertension patients from controls (AUC: 0.845, P < 0.001). Furthermore, adding heart rhythm complexity parameters significantly improved the discriminatory power of the traditional HRV parameters in both net reclassification improvement and integrated discrimination improvement models. In conclusion, the patients with pulmonary hypertension had worse heart rhythm complexity. MSE parameters, especially scale 5, had excellent single discriminatory power to predict whether or not patients had pulmonary hypertension. Nature Publishing Group UK 2019-07-24 /pmc/articles/PMC6656770/ /pubmed/31341216 http://dx.doi.org/10.1038/s41598-019-47144-1 Text en © The Author(s) 2019 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
Tsai, Cheng-Hsuan
Ma, Hsi-Pin
Lin, Yen-Tin
Hung, Chi-Sheng
Hsieh, Mi-Chia
Chang, Ting-Yu
Kuo, Ping-Hung
Lin, Chen
Lo, Men-Tzung
Hsu, Hsao-Hsun
Peng, Chung-Kang
Lin, Yen-Hung
Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension
title Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension
title_full Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension
title_fullStr Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension
title_full_unstemmed Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension
title_short Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension
title_sort heart rhythm complexity impairment in patients with pulmonary hypertension
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6656770/
https://www.ncbi.nlm.nih.gov/pubmed/31341216
http://dx.doi.org/10.1038/s41598-019-47144-1
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