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BACKGROUND Optical sensors on wearable devices can detect irregular pulses. The ability of a smartwatch application (app) to identify atrial fibrillation during typical use is unknown. METHODS Participants without atrial fibrillation (as reported by the participants themselves) used a smartphone (Apple iPhone) app to consent to monitoring. If a smartwatch-based irregular pulse notification algorithm identified possible atrial fibrillation, a telemedicine visit was initiated and an electrocardiography (ECG) patch was mailed to the participant, to be worn for up to 7 days. Surveys were administered 90 days after notification of the irregular pulse and at the end of the study. The main objectives were to estimate the proportion of notified participants with atrial fibrillation shown on an ECG patch and the positive predictive value of irregular pulse intervals with a targeted confidence interval width of 0.10. RESULTS We recruited 419,297 participants over 8 months. Over a median of 117 days of monitoring, 2161 participants (0.52%) received notifications of irregular pulse. Among the 450 participants who returned ECG patches containing data that could be analyzed -- which had been applied, on average, 13 days after notification -- atrial fibrillation was present in 34% (97.5% confidence interval [CI], 29 to 39) overall and in 35% (97.5% CI, 27 to 43) of participants 65 years of age or older. Among participants who were notified of an irregular pulse, the positive predictive value was 0.84 (95% CI, 0.76 to 0.92) for observing atrial fibrillation on the ECG simultaneously with a subsequent irregular pulse notification and 0.71 (97.5% CI, 0.69 to 0.74) for observing atrial fibrillation on the ECG simultaneously with a subsequent irregular tachogram. Of 1376 notified participants who returned a 90-day survey, 57% contacted health care providers outside the study. There were no reports of serious app-related adverse events. CONCLUSIONS The probability of receiving an irregular pulse notification was low. Among participants who received notification of an irregular pulse, 34% had atrial fibrillation on subsequent ECG patch readings and 84% of notifications were concordant with atrial fibrillation. This siteless (no on-site visits were required for the participants), pragmatic study design provides a foundation for large-scale pragmatic studies in which outcomes or adherence can be reliably assessed with user-owned devices. (Funded by Apple; Apple Heart Study ClinicalTrials.gov number, NCT03335800. opens in new tab.) [ABSTRACT FROM AUTHOR]

Despite marked progress in the management of atrial fibrillation (AF), detecting AF remains difficult and AF-related complications cause unacceptable morbidity and mortality even on optimal current therapy. This document summarizes the key outcomes of the 8th AFNET/EHRA Consensus Conference of the Atrial Fibrillation NETwork (AFNET) and the European Heart Rhythm Association (EHRA). Eighty-three international experts met in Hamburg for 2 days in October 2021. Results of the interdisciplinary, hybrid discussions in breakout groups and the plenary based on recently published and unpublished observations are summarized in this consensus paper to support improved care for patients with AF by guiding prevention, individualized management, and research strategies. The main outcomes are (i) new evidence supports a simple, scalable, and pragmatic population-based AF screening pathway; (ii) rhythm management is evolving from therapy aimed at improving symptoms to an integrated domain in the prevention of AF-related outcomes, especially in patients with recently diagnosed AF; (iii) improved characterization of atrial cardiomyopathy may help to identify patients in need for therapy; (iv) standardized assessment of cognitive function in patients with AF could lead to improvement in patient outcomes; and (v) artificial intelligence (AI) can support all of the above aims, but requires advanced interdisciplinary knowledge and collaboration as well as a better medico-legal framework. Implementation of new evidence-based approaches to AF screening and rhythm management can improve outcomes in patients with AF. Additional benefits are possible with further efforts to identify and target atrial cardiomyopathy and cognitive impairment, which can be facilitated by AI., Competing Interests: Conflict of interest: RBS has received lecture fees and advisory board fees from BMS/Pfizer outside this work and has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme under the grant agreement No 648131, from the European Union's Horizon 2020 research and innovation programme under the grant agreement No 847770 (AFFECT-EU) and German Center for Cardiovascular Research (DZHK e.V.) (8121710103); German Ministry of Research and Education (BMBF 01ZX1408A) and ERACoSysMed3 (031L0239).EAM is employee of Daiichi Sankyo Europe GmbH producing and marketing an oral anticoagulant (edoxaban). EA has received consulting / speaker fees for Biosense Webster. GB has received speaker's fees of small amount from Boston, Bayer, Daiichi, Boehringer. SB is consultant for Medtronic, Boston Scientific, Microport, and Zoll. JC has received consulting fees / honoraria fees from Acesion, Allergan, Alta Thera, Arca, lncarda, Menarini, Milestone, Sanofi, Bayer, Daiichi Sankyo, Pfizer, Abbott, Biosense Webster, Biotronik, Boston Scientific, Lilly, Medtronic, Johnson and Johnson. BC has received in kind contribution for research Support from iRhythm. WC has received advisory board fees for Roche Diagnostics AG. MDM is employee of Medtronic. SZB has received fees as member of Advisory Board in Bristol Myers Squibb-Pfizer. DD has received fees from Abbott, Astra Zenica, Bayer, Bosten Scientific, Bristol Myers Squibb-Pfizer, Medtonic, Zoll. LE has received lecture Honoria from Medtronic, Biotronik, Boston Scientific, Boehringer Ingelheim, Daiichy Sankyo, Bayer, MMS, Pfizer, Sanofi and received research grants from DFG and DGK. CE is employee of Preventicus GmbH. LF has received institutional research grants and non-financial support from European Union, DFG, British Heart Foundation, Medical Research Council (UK), NIHR, and several biomedical companies. The Institute of Cardiovascular Research, University of Birmingham, has received an Accelerator Award by the British Heart Foundation M/18/2/34218. LF is listed as inventor of two patents held by University of Birmingham (Atrial Fibrillation Therapy WO 2015140571, Markers for Atrial Fibrillation WO 2016012783). BF receiving fees from Bristol-Myers Squibb and Pfizer Alliance, Bayer, Daiichi Sankyo, Omron. (largely speaker fees and travel support for speaking at session or official satellites of large international/continental society meetings) and investigator-initiated research grants to the institution from Bristol-Myers and Squibb and Pfizer Alliance and Ownership / Employee of Nil. LG and AZ are employees of Roche Diagnostics International Ltd. AG has received funding from Daiichi Sankyo, Astra Zenica, Bayer, Bristol Myers Squibb-Pfizer, Viola, Medtonic, Berlin Charitè. JHS has received Advisory board fees in Medtronic and Speaker fee from Medtronic. KGH has received fees from Abbott, Alexion, AMARIN, AstraZeneca, Bayer, Biotronik, Boehringer Ingelheim, Bristol-Myers-Squibb, Daiichi Sankyo, Edwards Lifesciences, Medtronic, Pfizer, Premier Research, SUN Pharma and W. L. Gare & Associates and Research Grants from Bayer Vital, Sanofi-Aventis. JSH received fees from Boston Scientific, Servier, Bayer, Myokardia, Bristol-Myers-Squibb, Pfizer, and research grants from Medtronic, Boston Scientific, Bristol-Myers-Squibb, Abbott. HH has received lecture and consultancy fees from Abbott, Biotronik, Bristol-Myers-Squibb- Pfizer, Medscape, Daiichi Sankyo, Springer Healthcare Ltd and receive un conditional research grants through the Univerity of Antwerp and/or University of Hasselt from Abbott, Bayer, Biotronik, Biosense-Webster, Fibrickeck/Qompium, Medtronic, Bristol-Myers-Squibb- Pfizer, Boston Scientific, Daiichi Sankyo and Boehringer Ingelheim. RH has received speacker fees from BI, Bayer and Bristol-Myers-Squibb- Pfizer and AZ. TH is CEO of Preventicus GmbH. DK has received funding from Bayer, AtriCure, Protherics Medicines Development and Myokardia and Research grant from rants from the National Institute for Health Research (NIHR CDF-2015-08-074 RATE-AF; NIHR HTA-130280 DaRe2THINK; NIHR EME- 132974 D2T-NV), the British Heart Foundation (PG/17/55/33087 and AA/18/2/34218), EU/EFPIA IMI (BigData@Heart 116074),the European Society of Cardiology supported by educationalgrants from Boehringer Ingelheim/BMS-Pfizer Alliance/Bayer/Daiichi Sankyo/Boston Scientific, the NIHR/the University of Ox- ford Biomedical Research Centre, and British Heart Foundation/ the University of Birmingham Accelerator Award (STEEER-AF NCT04396418), Amomed Pharma, and IRCCS San Raffaele/Menarini (beta-blockers in Heart Failure Collaborative Group NCT0083244). MK is employee of Bristol-Myers and Squibb. CL has received fees from medtonic, Boston Scientific, Biotronik and Bristol-Myers and Squibb- Pfizer and research grants from Rennes Univerity, Metronik, Biotonik and Boston Scientific. DL has received research grant for EHRA-PATHS, NovoNordisk Young Investigator Award. MLL has received lecture fees from Bristol-Myers and Squibb and research grant from H2020 AFFECT-EU (grant No. 847770). SM has received research grant from Daiichi Sankyo (EPDAURUS IIT) and Bristol-Myers and Squibb (APPROACH ACS AF IIT). JLM has received Abbott, Boston Scientific, Biotronik, Boehringer Ingelheim, Sanofi, Microport and received research grants from Medtronic, Abbott, Microport, Biosense. RM is employee of Medtronic. LM is Stockholder for Galgomedical and Corify and receiving consuting fees from Abbott, Biosense-Webster, Bosten Scientific, Medtronik and receiving research grants from Abbott, Biosense-Webster, Bosten Scientific, Medtronik. LN has received consulting fees from Bristol-Myers and Squibb- Pfizer. GP is employee of Bayer AG. HP has received consulting fees from Abbott, Biosense-Webster, Bosten Scientific, Medtronik and receiving research grants from Abbott, Bayer, Biosense-Webster, Bosten Scientific, Medtronik, Bristol-Myers and Squibb- Pfizer. MR has received consulting fees for Medtonic, Arca BiopharmaInc, Roche and received research grants from Dutch Heart Foundation: RACE V, RED-CVD, CVON-AI, DECISION studies; grant from SJM/Abbott to institution: VIP-HF study; Grant for Medtronic to institution: Cryoballoon AF registry/biobank study. The other authors declare that there is no conflict of interest.LR has received research grants from Canadian Insititute of Health research and Byer Inc. U.S. received consultancy fees or honoraria from Università della Svizzera Italiana (USI, Switzerland), Roche Diagnostics (Switzerland), EP Solutions Inc. (Switzerland), Johnson & Johnson Medical Limited, (United Kingdom), Bayer Healthcare (Germany). U.S. is co-founder and shareholder of YourRhythmics BV, a spin-off company of the University Maastricht and Research grant from the Dutch Heart Foundation (CVON RACE V, CVON2014–09) European Union's Horizon 2020 Research and Innovation Program granted to MS under the Marie Sklodowska-Curie grant agreement #813716 (TRAIN-HEART Innovative Training Network), and various other programs of the European Union granted to US (ITN Network Personalize AF: Personalized Therapies for Atrial Fibrillation: a translational network – grant #860974; CATCH ME: Characterizing Atrial fibrillation by Translating its Causes into Health Modifiers in the Elderly – grant #633196; MAESTRIA: Machine Learning Artificial Intelligence Early Detection Stroke Atrial Fibrillation – grant #965286; REPAIR: Restoring cardiac mechanical function by polymeric artificial muscular tissue – grant #952166). DS has received consultation fees from Biosense Webster, Abbott, Boston Scientific, Consultant with stock option: SentiAR, Arga Medtech. RS is employee of Daiichi Sankyo Europe GmbH. DS has received consultation fees from Boston Scientific, Abbott and Research grant from Biosense Webster. ES has received lecture fees from Bayer, Bristol-Myers and Squibb- Pfizer, Boehringer Ingelheim, Johnson & Johnson, Merck Sharp & Dohme and Sanofi. DT has received lecture fees from Bayer Vital, Bristol-Myers and Squibb- Pfizer, Daiichi Sankyo, Medtonic, Zoll CMS, Sanofi, St. Jude Medical and research grant from Daiichi Sankyo. MTH is employee/owner of American Foundation of women's Health /StopAfib.org and employee/owner of True Hills Inc.. BV is employee of Bayer AG. RW has received consultation fees from Boston Scientific, Biotronic, Pfizer, Daiichi Sankyo, Bayer, Adagio Medical and Research grant from Bristol-Myers and Squibb- Pfizer, Boston Scientific. CW has received consulation fees from Biotronik, Boston Scientific, Novartis and research grant from BMBF, AFNET, DZHK, Biotronik. MW is employee and shareholder of Sanofi. SW has received Consulting fees from Boston Scientific, Abbott, Bayer, Bristol-Myers and Squibb- Pfizer, Boehringer Ingelheim and research grant from Boston Scientific. HW is employee and stockholder of Pfizer Germany. MDZ has received advisory and speaker fee from Bristol-Myers and Squibb- Pfizer. PK reports grants and non-financial support from BMBF (German Ministry of Education and Research), grants from Sanofi and Abbott, grants and non-financial support from EHRA (European Heart Rhythm Association), and grants from German Heart Foundation and DZHK (German Center for Cardiovascular Research), during the conduct of the study, and grants from European Union, British Heart Foundation, Leducq Foundation, Medical Research Council (UK), and non-financial support from German Centre for Heart Research, outside the submitted work; in addition, P.K. has a patent Atrial Fibrillation Therapy WO 2015140571 issued to University of Birmingham and a patent Markers for Atrial Fibrillation WO 2016012783 issued to University of Birmingham., (© The Author(s) 2022. Published by Oxford University Press on behalf of European Society of Cardiology.)