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Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy
BACKGROUND: Novel smartwatch-based cuffless blood pressure (BP) measuring devices are coming to market and receive FDA and CE labels. These devices are often insufficiently validated for clinical use. This study aims to investigate a recently CE-cleared smartwatch using cuffless BP measurement in a...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9309348/ https://www.ncbi.nlm.nih.gov/pubmed/35898281 http://dx.doi.org/10.3389/fcvm.2022.958212 |
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author | Falter, Maarten Scherrenberg, Martijn Driesen, Karen Pieters, Zoë Kaihara, Toshiki Xu, Linqi Caiani, Enrico Gianluca Castiglioni, Paolo Faini, Andrea Parati, Gianfranco Dendale, Paul |
author_facet | Falter, Maarten Scherrenberg, Martijn Driesen, Karen Pieters, Zoë Kaihara, Toshiki Xu, Linqi Caiani, Enrico Gianluca Castiglioni, Paolo Faini, Andrea Parati, Gianfranco Dendale, Paul |
author_sort | Falter, Maarten |
collection | PubMed |
description | BACKGROUND: Novel smartwatch-based cuffless blood pressure (BP) measuring devices are coming to market and receive FDA and CE labels. These devices are often insufficiently validated for clinical use. This study aims to investigate a recently CE-cleared smartwatch using cuffless BP measurement in a population with normotensive and hypertensive individuals scheduled for 24-h BP measurement. METHODS: Patients that were scheduled for 24-h ambulatory blood pressure monitoring (ABPM) were recruited and received an additional Samsung Galaxy Watch Active 2 smartwatch for simultaneous BP measurement on their opposite arm. After calibration, patients were asked to measure as much as possible in a 24-h period. Manual activation of the smartwatch is necessary to measure the BP. Accuracy was calculated using sensitivity, specificity, positive and negative predictive values and ROC curves. Bland-Altman method and Taffé methods were used for bias and precision assessment. BP variability was calculated using average real variability, standard deviation and coefficient of variation. RESULTS: Forty patients were included. Bland-Altman and Taffé methods demonstrated a proportional bias, in which low systolic BPs are overestimated, and high BPs are underestimated. Diastolic BPs were all overestimated, with increasing bias toward lower BPs. Sensitivity and specificity for detecting systolic and/or diastolic hypertension were 83 and 41%, respectively. ROC curves demonstrate an area under the curve (AUC) of 0.78 for systolic hypertension and of 0.93 for diastolic hypertension. BP variability was systematically higher in the ABPM measurements compared to the smartwatch measurements. CONCLUSION: This study demonstrates that the BP measurements by the Samsung Galaxy Watch Active 2 show a systematic bias toward a calibration point, overestimating low BPs and underestimating high BPs, when investigated in both normotensive and hypertensive patients. Standards for traditional non-invasive sphygmomanometers are not met, but these standards are not fully applicable to cuffless devices, emphasizing the urgent need for new standards for cuffless devices. The smartwatch-based BP measurement is not yet ready for clinical usage. Future studies are needed to further validate wearable devices, and also to demonstrate new possibilities of non-invasive, high-frequency BP monitoring. |
format | Online Article Text |
id | pubmed-9309348 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93093482022-07-26 Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy Falter, Maarten Scherrenberg, Martijn Driesen, Karen Pieters, Zoë Kaihara, Toshiki Xu, Linqi Caiani, Enrico Gianluca Castiglioni, Paolo Faini, Andrea Parati, Gianfranco Dendale, Paul Front Cardiovasc Med Cardiovascular Medicine BACKGROUND: Novel smartwatch-based cuffless blood pressure (BP) measuring devices are coming to market and receive FDA and CE labels. These devices are often insufficiently validated for clinical use. This study aims to investigate a recently CE-cleared smartwatch using cuffless BP measurement in a population with normotensive and hypertensive individuals scheduled for 24-h BP measurement. METHODS: Patients that were scheduled for 24-h ambulatory blood pressure monitoring (ABPM) were recruited and received an additional Samsung Galaxy Watch Active 2 smartwatch for simultaneous BP measurement on their opposite arm. After calibration, patients were asked to measure as much as possible in a 24-h period. Manual activation of the smartwatch is necessary to measure the BP. Accuracy was calculated using sensitivity, specificity, positive and negative predictive values and ROC curves. Bland-Altman method and Taffé methods were used for bias and precision assessment. BP variability was calculated using average real variability, standard deviation and coefficient of variation. RESULTS: Forty patients were included. Bland-Altman and Taffé methods demonstrated a proportional bias, in which low systolic BPs are overestimated, and high BPs are underestimated. Diastolic BPs were all overestimated, with increasing bias toward lower BPs. Sensitivity and specificity for detecting systolic and/or diastolic hypertension were 83 and 41%, respectively. ROC curves demonstrate an area under the curve (AUC) of 0.78 for systolic hypertension and of 0.93 for diastolic hypertension. BP variability was systematically higher in the ABPM measurements compared to the smartwatch measurements. CONCLUSION: This study demonstrates that the BP measurements by the Samsung Galaxy Watch Active 2 show a systematic bias toward a calibration point, overestimating low BPs and underestimating high BPs, when investigated in both normotensive and hypertensive patients. Standards for traditional non-invasive sphygmomanometers are not met, but these standards are not fully applicable to cuffless devices, emphasizing the urgent need for new standards for cuffless devices. The smartwatch-based BP measurement is not yet ready for clinical usage. Future studies are needed to further validate wearable devices, and also to demonstrate new possibilities of non-invasive, high-frequency BP monitoring. Frontiers Media S.A. 2022-07-11 /pmc/articles/PMC9309348/ /pubmed/35898281 http://dx.doi.org/10.3389/fcvm.2022.958212 Text en Copyright © 2022 Falter, Scherrenberg, Driesen, Pieters, Kaihara, Xu, Caiani, Castiglioni, Faini, Parati and Dendale. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cardiovascular Medicine Falter, Maarten Scherrenberg, Martijn Driesen, Karen Pieters, Zoë Kaihara, Toshiki Xu, Linqi Caiani, Enrico Gianluca Castiglioni, Paolo Faini, Andrea Parati, Gianfranco Dendale, Paul Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy |
title | Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy |
title_full | Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy |
title_fullStr | Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy |
title_full_unstemmed | Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy |
title_short | Smartwatch-Based Blood Pressure Measurement Demonstrates Insufficient Accuracy |
title_sort | smartwatch-based blood pressure measurement demonstrates insufficient accuracy |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9309348/ https://www.ncbi.nlm.nih.gov/pubmed/35898281 http://dx.doi.org/10.3389/fcvm.2022.958212 |
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