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High Specificity Wearable Device With Photoplethysmography and Six-Lead Electrocardiography for Atrial Fibrillation Detection Challenged by Frequent Premature Contractions: DoubleCheck-AF
BACKGROUND: Consumer smartwatches have gained attention as mobile health (mHealth) tools able to detect atrial fibrillation (AF) using photoplethysmography (PPG) or a short strip of electrocardiogram (ECG). PPG has limited accuracy due to the movement artifacts, whereas ECG cannot be used continuous...
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/PMC9019128/ https://www.ncbi.nlm.nih.gov/pubmed/35463751 http://dx.doi.org/10.3389/fcvm.2022.869730 |
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author | Bacevicius, Justinas Abramikas, Zygimantas Dvinelis, Ernestas Audzijoniene, Deimile Petrylaite, Marija Marinskiene, Julija Staigyte, Justina Karuzas, Albinas Juknevicius, Vytautas Jakaite, Rusne Basyte-Bacevice, Viktorija Bileisiene, Neringa Solosenko, Andrius Sokas, Daivaras Petrenas, Andrius Butkuviene, Monika Paliakaite, Birute Daukantas, Saulius Rapalis, Andrius Marinskis, Germanas Jasiunas, Eugenijus Darma, Angeliki Marozas, Vaidotas Aidietis, Audrius |
author_facet | Bacevicius, Justinas Abramikas, Zygimantas Dvinelis, Ernestas Audzijoniene, Deimile Petrylaite, Marija Marinskiene, Julija Staigyte, Justina Karuzas, Albinas Juknevicius, Vytautas Jakaite, Rusne Basyte-Bacevice, Viktorija Bileisiene, Neringa Solosenko, Andrius Sokas, Daivaras Petrenas, Andrius Butkuviene, Monika Paliakaite, Birute Daukantas, Saulius Rapalis, Andrius Marinskis, Germanas Jasiunas, Eugenijus Darma, Angeliki Marozas, Vaidotas Aidietis, Audrius |
author_sort | Bacevicius, Justinas |
collection | PubMed |
description | BACKGROUND: Consumer smartwatches have gained attention as mobile health (mHealth) tools able to detect atrial fibrillation (AF) using photoplethysmography (PPG) or a short strip of electrocardiogram (ECG). PPG has limited accuracy due to the movement artifacts, whereas ECG cannot be used continuously, is usually displayed as a single-lead signal and is limited in asymptomatic cases. OBJECTIVE: DoubleCheck-AF is a validation study of a wrist-worn device dedicated to providing both continuous PPG-based rhythm monitoring and instant 6-lead ECG with no wires. We evaluated its ability to differentiate between AF and sinus rhythm (SR) with particular emphasis on the challenge of frequent premature beats. METHODS AND RESULTS: We performed a prospective, non-randomized study of 344 participants including 121 patients in AF. To challenge the specificity of the device two control groups were selected: 95 patients in stable SR and 128 patients in SR with frequent premature ventricular or atrial contractions (PVCs/PACs). All ECG tracings were labeled by two independent diagnosis-blinded cardiologists as “AF,” “SR” or “Cannot be concluded.” In case of disagreement, a third cardiologist was consulted. A simultaneously recorded ECG of Holter monitor served as a reference. It revealed a high burden of ectopy in the corresponding control group: 6.2 PVCs/PACs per minute, bigeminy/trigeminy episodes in 24.2% (31/128) and runs of ≥3 beats in 9.4% (12/128) of patients. AF detection with PPG-based algorithm, ECG of the wearable and combination of both yielded sensitivity and specificity of 94.2 and 96.9%; 99.2 and 99.1%; 94.2 and 99.6%, respectively. All seven false-positive PPG-based cases were from the frequent PVCs/PACs group compared to none from the stable SR group (P < 0.001). In the majority of these cases (6/7) cardiologists were able to correct the diagnosis to SR with the help of the ECG of the device (P = 0.012). CONCLUSIONS: This is the first wearable combining PPG-based AF detection algorithm for screening of AF together with an instant 6-lead ECG with no wires for manual rhythm confirmation. The system maintained high specificity despite a remarkable amount of frequent single or multiple premature contractions. |
format | Online Article Text |
id | pubmed-9019128 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90191282022-04-21 High Specificity Wearable Device With Photoplethysmography and Six-Lead Electrocardiography for Atrial Fibrillation Detection Challenged by Frequent Premature Contractions: DoubleCheck-AF Bacevicius, Justinas Abramikas, Zygimantas Dvinelis, Ernestas Audzijoniene, Deimile Petrylaite, Marija Marinskiene, Julija Staigyte, Justina Karuzas, Albinas Juknevicius, Vytautas Jakaite, Rusne Basyte-Bacevice, Viktorija Bileisiene, Neringa Solosenko, Andrius Sokas, Daivaras Petrenas, Andrius Butkuviene, Monika Paliakaite, Birute Daukantas, Saulius Rapalis, Andrius Marinskis, Germanas Jasiunas, Eugenijus Darma, Angeliki Marozas, Vaidotas Aidietis, Audrius Front Cardiovasc Med Cardiovascular Medicine BACKGROUND: Consumer smartwatches have gained attention as mobile health (mHealth) tools able to detect atrial fibrillation (AF) using photoplethysmography (PPG) or a short strip of electrocardiogram (ECG). PPG has limited accuracy due to the movement artifacts, whereas ECG cannot be used continuously, is usually displayed as a single-lead signal and is limited in asymptomatic cases. OBJECTIVE: DoubleCheck-AF is a validation study of a wrist-worn device dedicated to providing both continuous PPG-based rhythm monitoring and instant 6-lead ECG with no wires. We evaluated its ability to differentiate between AF and sinus rhythm (SR) with particular emphasis on the challenge of frequent premature beats. METHODS AND RESULTS: We performed a prospective, non-randomized study of 344 participants including 121 patients in AF. To challenge the specificity of the device two control groups were selected: 95 patients in stable SR and 128 patients in SR with frequent premature ventricular or atrial contractions (PVCs/PACs). All ECG tracings were labeled by two independent diagnosis-blinded cardiologists as “AF,” “SR” or “Cannot be concluded.” In case of disagreement, a third cardiologist was consulted. A simultaneously recorded ECG of Holter monitor served as a reference. It revealed a high burden of ectopy in the corresponding control group: 6.2 PVCs/PACs per minute, bigeminy/trigeminy episodes in 24.2% (31/128) and runs of ≥3 beats in 9.4% (12/128) of patients. AF detection with PPG-based algorithm, ECG of the wearable and combination of both yielded sensitivity and specificity of 94.2 and 96.9%; 99.2 and 99.1%; 94.2 and 99.6%, respectively. All seven false-positive PPG-based cases were from the frequent PVCs/PACs group compared to none from the stable SR group (P < 0.001). In the majority of these cases (6/7) cardiologists were able to correct the diagnosis to SR with the help of the ECG of the device (P = 0.012). CONCLUSIONS: This is the first wearable combining PPG-based AF detection algorithm for screening of AF together with an instant 6-lead ECG with no wires for manual rhythm confirmation. The system maintained high specificity despite a remarkable amount of frequent single or multiple premature contractions. Frontiers Media S.A. 2022-04-06 /pmc/articles/PMC9019128/ /pubmed/35463751 http://dx.doi.org/10.3389/fcvm.2022.869730 Text en Copyright © 2022 Bacevicius, Abramikas, Dvinelis, Audzijoniene, Petrylaite, Marinskiene, Staigyte, Karuzas, Juknevicius, Jakaite, Basyte-Bacevice, Bileisiene, Solosenko, Sokas, Petrenas, Butkuviene, Paliakaite, Daukantas, Rapalis, Marinskis, Jasiunas, Darma, Marozas and Aidietis. 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 Bacevicius, Justinas Abramikas, Zygimantas Dvinelis, Ernestas Audzijoniene, Deimile Petrylaite, Marija Marinskiene, Julija Staigyte, Justina Karuzas, Albinas Juknevicius, Vytautas Jakaite, Rusne Basyte-Bacevice, Viktorija Bileisiene, Neringa Solosenko, Andrius Sokas, Daivaras Petrenas, Andrius Butkuviene, Monika Paliakaite, Birute Daukantas, Saulius Rapalis, Andrius Marinskis, Germanas Jasiunas, Eugenijus Darma, Angeliki Marozas, Vaidotas Aidietis, Audrius High Specificity Wearable Device With Photoplethysmography and Six-Lead Electrocardiography for Atrial Fibrillation Detection Challenged by Frequent Premature Contractions: DoubleCheck-AF |
title | High Specificity Wearable Device With Photoplethysmography and Six-Lead Electrocardiography for Atrial Fibrillation Detection Challenged by Frequent Premature Contractions: DoubleCheck-AF |
title_full | High Specificity Wearable Device With Photoplethysmography and Six-Lead Electrocardiography for Atrial Fibrillation Detection Challenged by Frequent Premature Contractions: DoubleCheck-AF |
title_fullStr | High Specificity Wearable Device With Photoplethysmography and Six-Lead Electrocardiography for Atrial Fibrillation Detection Challenged by Frequent Premature Contractions: DoubleCheck-AF |
title_full_unstemmed | High Specificity Wearable Device With Photoplethysmography and Six-Lead Electrocardiography for Atrial Fibrillation Detection Challenged by Frequent Premature Contractions: DoubleCheck-AF |
title_short | High Specificity Wearable Device With Photoplethysmography and Six-Lead Electrocardiography for Atrial Fibrillation Detection Challenged by Frequent Premature Contractions: DoubleCheck-AF |
title_sort | high specificity wearable device with photoplethysmography and six-lead electrocardiography for atrial fibrillation detection challenged by frequent premature contractions: doublecheck-af |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9019128/ https://www.ncbi.nlm.nih.gov/pubmed/35463751 http://dx.doi.org/10.3389/fcvm.2022.869730 |
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