Remote monitoring of atrial fibrillation recurrence using mHealth technology (REMOTE-AF)

被引:4
|
作者
Adasuriya, Gamith [1 ]
Barsky, Andrey [2 ,3 ]
Kralj-Hans, Ines [1 ]
Mohan, Siddhartha [1 ]
Gill, Simrat [2 ]
Chen, Zhong [1 ]
Jarman, Julian [1 ]
Jones, David [1 ]
Valli, Haseeb [1 ]
Gkoutos, Georgios, V [2 ,3 ]
Markides, Vias [1 ]
Hussain, Wajid [1 ]
Wong, Tom [1 ,4 ,5 ]
Kotecha, Dipak [2 ,6 ]
Haldar, Shouvik [1 ,4 ]
机构
[1] Guys & St Thomas NHS Fdn Trust, Royal Brompton & Harefield Hosp, Heart Rhythm Ctr, Hill End Rd, London UB9 6JH, England
[2] Univ Hosp Birmingham NHS Fdn Trust, Hlth Data Res UK Midlands & NIHR Birmingham Biomed, Birmingham, England
[3] Univ Birmingham, Inst Canc & Genom Sci, Birmingham, England
[4] Imperial Coll London, Natl Heart & Lung Inst, London, England
[5] Kings Coll Hosp London, London, England
[6] Univ Birmingham, Inst Cardiovasc Sci, Birmingham, England
来源
关键词
Remote monitoring; Wearables; Atrial fibrillation; Digital health; Ablation; SMARTWATCH; CONSENSUS;
D O I
10.1093/ehjdh/ztae011
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims This proof-of-concept study sought to evaluate changes in heart rate (HR) obtained from a consumer wearable device and compare against implantable loop recorder (ILR)-detected recurrence of atrial fibrillation (AF) and atrial tachycardia (AT) after AF ablation.Methods and results REMOTE-AF (NCT05037136) was a prospectively designed sub-study of the CASA-AF randomized controlled trial (NCT04280042). Participants without a permanent pacemaker had an ILR implanted at their index ablation procedure for longstanding persistent AF. Heart rate and step count were continuously monitored using photoplethysmography (PPG) from a commercially available wrist-worn wearable. Photoplethysmography-recorded HR data were pre-processed with noise filtration and episodes at 1-min interval over 30 min of HR elevations (Z-score = 2) were compared with corresponding ILR data. Thirty-five patients were enrolled, with mean age 70.3 +/- 6.8 years and median follow-up 10 months (interquartile range 8-12 months). Implantable loop recorder analysis revealed 17 out of 35 patients (49%) had recurrence of AF/AT. Compared with ILR recurrence, wearable-derived elevations in HR >= 110 beats per minute had a sensitivity of 95.3%, specificity 54.1%, positive predictive value (PPV) 15.8%, negative predictive value (NPV) 99.2%, and overall accuracy 57.4%. With PPG-recorded HR elevation spikes (non-exercise related), the sensitivity was 87.5%, specificity 62.2%, PPV 39.2%, NPV 92.3%, and overall accuracy 64.0% in the entire patient cohort. In the AF/AT recurrence only group, sensitivity was 87.6%, specificity 68.3%, PPV 53.6%, NPV 93.0%, and overall accuracy 75.0%.Conclusion Consumer wearable devices have the potential to contribute to arrhythmia detection after AF ablation.Study Registration ClinicalTrials.gov Identifier: NCT05037136 https://clinicaltrials.gov/ct2/show/NCT05037136 Graphical Abstract Aims, methods, and findings for REMOTE-AF looking at the detection of AF/AT recurrence using novel composite data from wearables compared with gold standard ILR. AF, atrial fibrillation; AT, atrial tachycardia; HR, heart rate; ILR, implantable loop recorder; LSPAF, long-standing persistent atrial fibrillation; NPV, negative predictive value; PPV, positive predictive value.
引用
收藏
页码:344 / 355
页数:12
相关论文
共 50 条
  • [1] Risk factor management of atrial fibrillation using mHealth: The Atrial Fibrillation - Helping Address Care with Remote Technology (AF-HEART) Pilot Study
    Mitrani, Lindsey R.
    Goldenthal, Isaac
    Leskowitz, Jamie
    Wan, Elaine Y.
    Dizon, Jose
    Saluja, Deepak
    Creber, Ruth Masterson
    Turchioe, Megan Reading
    Sciacca, Robert R.
    Garan, Hasan
    Hickey, Kathleen T.
    Korner, Judith
    Biviano, Angelo B.
    CARDIOVASCULAR DIGITAL HEALTH JOURNAL, 2022, 3 (01): : 14 - 20
  • [2] Detection and management of atrial fibrillation using remote monitoring
    Hickey, Kathleen T.
    Riga, Teresa C.
    Mitha, Shazia A.
    Reading, Meghan J.
    NURSE PRACTITIONER, 2018, 43 (03): : 24 - 30
  • [3] WIRELESS SYSTEM FOR REMOTE MONITORING OF ATRIAL FIBRILLATION
    Rotariu, Cristian
    Arotaritei, Dragos
    Manta, Vasile
    2012 5TH EUROPEAN DSP EDUCATION AND RESEARCH CONFERENCE (EDERC), 2012, : 129 - 133
  • [4] Personalized and automated remote monitoring of atrial fibrillation
    Rosier, Arnaud
    Mabo, Philippe
    Temal, Lynda
    Van Hille, Pascal
    Dameron, Olivier
    Deleger, Louise
    Grouin, Cyril
    Zweigenbaum, Pierre
    Jacques, Julie
    Chazard, Emmanuel
    Laporte, Laure
    Henry, Christine
    Burgun, Anita
    EUROPACE, 2016, 18 (03): : 347 - 352
  • [5] Coordination of a remote mHealth infrastructure for atrial fibrillation management during COVID-19 and beyond: TeleCheck-AF
    van der Velden, Rachel M. J.
    Hermans, Astrid N. L.
    Pluymaekers, Nikki A. H. A.
    Gawalko, Monica
    Vorstermans, Bianca
    Martens, Herm
    Buskes, Saskia
    Crijns, Harry J. G. M.
    Linz, Dominik
    Hendriks, Jeroen M.
    INTERNATIONAL JOURNAL OF CARE COORDINATION, 2020, 23 (2-3) : 65 - 70
  • [6] EARLY DETECTION OF ATRIAL FIBRILLATION-ATRIAL FLUTTER USING REMOTE PATIENT MONITORING
    Joung, S.
    van den Broek, I.
    Lopez, M.
    Dhawan, S.
    Mouapi, K. N.
    Mastali, M.
    Fu, Q.
    Van Eyk, J.
    Spiegel, B.
    Merz, N. Bairey
    Shufelt, C.
    JOURNAL OF INVESTIGATIVE MEDICINE, 2019, 67 (01) : 103 - 104
  • [7] Optimizing the treatment of atrial fibrillation: contributions by remote monitoring
    Israel, Carsten W.
    EUROPACE, 2009, 11 (01): : 7 - 8
  • [8] An mHealth Approach to Remote Fetal Monitoring
    Kazantsev, Alexander P.
    Senin, Andrey A.
    Ponomareva, Julia N.
    Mochalova, Marina N.
    2014 IEEE HEALTHCARE INNOVATION CONFERENCE (HIC), 2014, : 239 - 242
  • [9] New early atrial fibrillation (AF) detection by an automated remote monitoring system on hyperacute stroke unit (HASU)
    Pak, D.
    Salman, T.
    Hmu, C. A.
    Metcalf, A. K.
    INTERNATIONAL JOURNAL OF STROKE, 2018, 13 : 48 - 48
  • [10] PAROXYSMAL ATRIAL FIBRILLATION PICTURED BY IMPLANTABLE DEVICES WITH REMOTE MONITORING
    Varma, N.
    JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2011, 65 : A415 - A415