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Revisiting nonlinearity of heart rate variability in healthy aging
Aging is commonly regarded as a physiological process in which the dynamic complexity of physiological time series and organ systems is gradually lost. This notion is derived from the identification of a decline of nonlinear measures with the advance of aging. However, additional research on cardiov...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10425345/ https://www.ncbi.nlm.nih.gov/pubmed/37580342 http://dx.doi.org/10.1038/s41598-023-40385-1 |
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author | Calderón-Juárez, Martín González-Gómez, Gertrudis Hortensia Echeverría, Juan C. Lerma, Claudia |
author_facet | Calderón-Juárez, Martín González-Gómez, Gertrudis Hortensia Echeverría, Juan C. Lerma, Claudia |
author_sort | Calderón-Juárez, Martín |
collection | PubMed |
description | Aging is commonly regarded as a physiological process in which the dynamic complexity of physiological time series and organ systems is gradually lost. This notion is derived from the identification of a decline of nonlinear measures with the advance of aging. However, additional research on cardiovascular control studied through heart rate variability (HRV), i.e., the instantaneous changes in heart rate, shows that despite the constriction of its statistical distribution, the nonlinear organization remains present in advanced age. Here, we used surrogate data testing to investigate the presence of nonlinear information in HRV time series from a publicly available database of 1121 healthy human subjects from 18 to 92 years old. We also studied the influence of basic clinical features, such as sex, body mass index (BMI), and mean heart rate (HR), on such nonlinear information. We found that the percentage of nonlinear time series after 30 years of age diminishes significantly (p < 0.01). Furthermore, larger BMI and HR are associated with the presence of more linear information in HRV, while the female sex is associated with the manifestation of nonlinear information. This work provides a common background for the contextualized interpretation of nonlinear testing and shows that the nonlinear content of HRV time series diminishes through aging. |
format | Online Article Text |
id | pubmed-10425345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104253452023-08-16 Revisiting nonlinearity of heart rate variability in healthy aging Calderón-Juárez, Martín González-Gómez, Gertrudis Hortensia Echeverría, Juan C. Lerma, Claudia Sci Rep Article Aging is commonly regarded as a physiological process in which the dynamic complexity of physiological time series and organ systems is gradually lost. This notion is derived from the identification of a decline of nonlinear measures with the advance of aging. However, additional research on cardiovascular control studied through heart rate variability (HRV), i.e., the instantaneous changes in heart rate, shows that despite the constriction of its statistical distribution, the nonlinear organization remains present in advanced age. Here, we used surrogate data testing to investigate the presence of nonlinear information in HRV time series from a publicly available database of 1121 healthy human subjects from 18 to 92 years old. We also studied the influence of basic clinical features, such as sex, body mass index (BMI), and mean heart rate (HR), on such nonlinear information. We found that the percentage of nonlinear time series after 30 years of age diminishes significantly (p < 0.01). Furthermore, larger BMI and HR are associated with the presence of more linear information in HRV, while the female sex is associated with the manifestation of nonlinear information. This work provides a common background for the contextualized interpretation of nonlinear testing and shows that the nonlinear content of HRV time series diminishes through aging. Nature Publishing Group UK 2023-08-14 /pmc/articles/PMC10425345/ /pubmed/37580342 http://dx.doi.org/10.1038/s41598-023-40385-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Calderón-Juárez, Martín González-Gómez, Gertrudis Hortensia Echeverría, Juan C. Lerma, Claudia Revisiting nonlinearity of heart rate variability in healthy aging |
title | Revisiting nonlinearity of heart rate variability in healthy aging |
title_full | Revisiting nonlinearity of heart rate variability in healthy aging |
title_fullStr | Revisiting nonlinearity of heart rate variability in healthy aging |
title_full_unstemmed | Revisiting nonlinearity of heart rate variability in healthy aging |
title_short | Revisiting nonlinearity of heart rate variability in healthy aging |
title_sort | revisiting nonlinearity of heart rate variability in healthy aging |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10425345/ https://www.ncbi.nlm.nih.gov/pubmed/37580342 http://dx.doi.org/10.1038/s41598-023-40385-1 |
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