Wearable heart rate variability and atrial fibrillation monitoring to improve clinically relevant endpoints in cardiac surgery -a systematic review

被引:2
作者
Zillner, Liliane [1 ]
Andreas, Martin [1 ]
Mach, Markus [1 ]
机构
[1] Med Univ Vienna, Dept Cardiac Surg, Wahringer Gurtel 18-20, A-1090 Vienna, Austria
关键词
Wearables; heart rate variability (HRV); stress; atrial fibrillation (AF); cardiac surgery (CS); FREQUENCY-DOMAIN MEASURES; EARLY WARNING SCORE; MYOCARDIAL-INFARCTION; BYPASS-SURGERY; RISK STRATIFICATION; PREDICTS MORTALITY; FRACTAL ANALYSIS; FAILURE; DEATH; COMPLICATIONS;
D O I
10.21037/mhealth-23-19
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: This systematic review aims to highlight the untapped potential of heart rate variability (HRV) and atrial fibrillation (AF) monitoring by wearable health monitoring devices as a critical diagnostic tool in cardiac surgery (CS) patients. We reviewed established predictive capabilities of HRV and AF monitoring in specific cardiosurgical scenarios and provide a perspective on additional predictive properties of wearable health monitoring devices that need to be investigated.Methods: After screening most relevant databases, we included 33 publications in this review. Perusing these publications on HRV's prognostic value, we could identify HRV as a predictor for sudden cardiac death, mortality after acute myocardial infarction (AMI), and post operative atrial fibrillation (POAF). With regards to standard AF assessment, which typically includes extensive periods of unrecorded cardiac activity, we demonstrated that continuous monitoring via wearables recorded significant cardiac events that would otherwise have been missed.Results: Photoplethysmography and single-lead electrocardiogram (ECG) were identified as the most useful and convenient technical assessment modalities, and their advantages and disadvantages were described in detail. As a call to further action, we observed that the scientific community has relatively extensively explored wearable AF screening, whereas HRV assessment to improve relevant clinical outcomes in CS is rarely studied; it still has great potential to be leveraged.Conclusions: Therefore, risk assessment in CS would benefit greatly from earlier preoperative and postoperative AF detection, comprehensive and accurate assessment of cardiac health through HRV metrics, and continuous long-term monitoring. These should be achievable via commercially available wearables.
引用
收藏
页数:21
相关论文
共 140 条
  • [1] [Anonymous], 2022, HEART SURG RISKS NHL
  • [2] ans- analysis, HRV MEAS PAR ANS AN
  • [3] Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients
    Antink, Christoph Hoog
    Mai, Yen
    Peltokangas, Mikko
    Leonhardt, Steffen
    Oksala, Niku
    Vehkaoja, Antti
    [J]. SCIENTIFIC REPORTS, 2021, 11 (01)
  • [4] Atrial fibrillation detection from raw photoplethysmography waveforms: A deep learning application
    Aschbacher, Kirstin
    Yilmaz, Defne
    Kerem, Yaniv
    Crawford, Stuart
    Benaron, David
    Liu, Jiaqi
    Eaton, Meghan
    Tison, Geoffrey H.
    Olgin, Jeffrey E.
    Li, Yihan
    Marcus, Gregory M.
    [J]. HEART RHYTHM O2, 2020, 1 (01): : 3 - 9
  • [5] The future of long-term monitoring after catheter and surgical ablation for atrial fibrillation
    Baman, Jayson R.
    Passman, Rod S.
    [J]. JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY, 2022, 33 (08) : 1911 - 1918
  • [6] Barron LK, 2022, JTCVS OPEN, V11, P229, DOI 10.1016/j.xjon.2022.04.044
  • [7] Deceleration capacity of heart rate as a predictor of mortality after myocardial infarction:: cohort study
    Bauer, Axel
    Kantelhardt, Jan W.
    Barthel, Petra
    Schneider, Raphael
    Makikallio, Timo
    Ulm, Kurt
    Hnatkova, Katerina
    Schornig, Albert
    Huikuri, Heikki
    Bunde, Armin
    Malik, Marek
    Schmidt, Georg
    [J]. LANCET, 2006, 367 (9523) : 1674 - 1681
  • [8] Smart wearable devices in cardiovascular care: where we are and how to move forward
    Bayoumy, Karim
    Gaber, Mohammed
    Elshafeey, Abdallah
    Mhaimeed, Omar
    Dineen, Elizabeth H.
    Marvel, Francoise A.
    Martin, Seth S.
    Muse, Evan D.
    Turakhia, Mintu P.
    Tarakji, Khaldoun G.
    Elshazly, Mohamed B.
    [J]. NATURE REVIEWS CARDIOLOGY, 2021, 18 (08) : 581 - 599
  • [9] BCS, 2021, SMARTW NEW WAY DIAGN
  • [10] Heart rate variability: Origins, methods, and interpretive caveats
    Berntson, GG
    Bigger, JT
    Eckberg, DL
    Grossman, P
    Kaufmann, PG
    Malik, M
    Nagaraja, HN
    Porges, SW
    Saul, JP
    Stone, PH
    VanderMolen, MW
    [J]. PSYCHOPHYSIOLOGY, 1997, 34 (06) : 623 - 648