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Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD
OBJECTIVE: Continuous physiological measurements during a laboratory-based exercise test can provide physiological biomarkers, such as heart rate (HR) and oxygen uptake (V̇O(2)) kinetics, that carry clinically relevant information. In contrast, it is not clear how continuous data generated by wearab...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017947/ https://www.ncbi.nlm.nih.gov/pubmed/36937691 http://dx.doi.org/10.1177/20552076231162989 |
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author | Buekers, Joren Arbillaga-Etxarri, Ane Gimeno-Santos, Elena Donaire-Gonzalez, David Chevance, Guillaume Aerts, Jean-Marie Garcia-Aymerich, Judith |
author_facet | Buekers, Joren Arbillaga-Etxarri, Ane Gimeno-Santos, Elena Donaire-Gonzalez, David Chevance, Guillaume Aerts, Jean-Marie Garcia-Aymerich, Judith |
author_sort | Buekers, Joren |
collection | PubMed |
description | OBJECTIVE: Continuous physiological measurements during a laboratory-based exercise test can provide physiological biomarkers, such as heart rate (HR) and oxygen uptake (V̇O(2)) kinetics, that carry clinically relevant information. In contrast, it is not clear how continuous data generated by wearable devices during daily-life routines could provide meaningful biomarkers. We aimed to determine whether valid HR and V̇O(2) kinetics can be obtained from measurements with wearable devices during outdoor walks in patients with chronic obstructive pulmonary disease (COPD). METHODS: HR (Polar Belt) and V̇O(2)(METAMAX3B) were measured during 93 physical activity transitions performed by eight patients with COPD during three different outdoor walks (n(tr )= 77) and a 6-minute walk test (n(tr )= 16). HR and V̇O(2) kinetics were calculated every time a participant started a walk, finished a walk or walked upstairs. HR and V̇O(2) kinetics were considered valid if the response magnitude and model fit were adequate, and model parameters were reliable. RESULTS: Continuous measurements with wearable devices provided valid HR kinetics when COPD patients started or finished (range 63%–100%) the different outdoor walks and valid V̇O(2) kinetics when they finished (range 63%–100%) an outdoor walk. The amount of valid kinetics and kinetic model performance was comparable between outdoor walks and a laboratory-based exercise test (p > .05). CONCLUSION: We envision that the presented approach could improve telemonitoring applications of patients with COPD by providing regular, unsupervised assessments of HR kinetics during daily-life routines. This could allow to early identify a decline in the patients’ dynamic physiological functioning, physical fitness and/or health status. |
format | Online Article Text |
id | pubmed-10017947 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-100179472023-03-17 Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD Buekers, Joren Arbillaga-Etxarri, Ane Gimeno-Santos, Elena Donaire-Gonzalez, David Chevance, Guillaume Aerts, Jean-Marie Garcia-Aymerich, Judith Digit Health Original Research OBJECTIVE: Continuous physiological measurements during a laboratory-based exercise test can provide physiological biomarkers, such as heart rate (HR) and oxygen uptake (V̇O(2)) kinetics, that carry clinically relevant information. In contrast, it is not clear how continuous data generated by wearable devices during daily-life routines could provide meaningful biomarkers. We aimed to determine whether valid HR and V̇O(2) kinetics can be obtained from measurements with wearable devices during outdoor walks in patients with chronic obstructive pulmonary disease (COPD). METHODS: HR (Polar Belt) and V̇O(2)(METAMAX3B) were measured during 93 physical activity transitions performed by eight patients with COPD during three different outdoor walks (n(tr )= 77) and a 6-minute walk test (n(tr )= 16). HR and V̇O(2) kinetics were calculated every time a participant started a walk, finished a walk or walked upstairs. HR and V̇O(2) kinetics were considered valid if the response magnitude and model fit were adequate, and model parameters were reliable. RESULTS: Continuous measurements with wearable devices provided valid HR kinetics when COPD patients started or finished (range 63%–100%) the different outdoor walks and valid V̇O(2) kinetics when they finished (range 63%–100%) an outdoor walk. The amount of valid kinetics and kinetic model performance was comparable between outdoor walks and a laboratory-based exercise test (p > .05). CONCLUSION: We envision that the presented approach could improve telemonitoring applications of patients with COPD by providing regular, unsupervised assessments of HR kinetics during daily-life routines. This could allow to early identify a decline in the patients’ dynamic physiological functioning, physical fitness and/or health status. SAGE Publications 2023-03-14 /pmc/articles/PMC10017947/ /pubmed/36937691 http://dx.doi.org/10.1177/20552076231162989 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 License (https://creativecommons.org/licenses/by-nc-nd/4.0/) which permits non-commercial use, reproduction and distribution of the work as published without adaptation or alteration, without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Buekers, Joren Arbillaga-Etxarri, Ane Gimeno-Santos, Elena Donaire-Gonzalez, David Chevance, Guillaume Aerts, Jean-Marie Garcia-Aymerich, Judith Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD |
title | Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD |
title_full | Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD |
title_fullStr | Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD |
title_full_unstemmed | Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD |
title_short | Heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with COPD |
title_sort | heart rate and oxygen uptake kinetics obtained from continuous measurements with wearable devices during outdoor walks of patients with copd |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017947/ https://www.ncbi.nlm.nih.gov/pubmed/36937691 http://dx.doi.org/10.1177/20552076231162989 |
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