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Wahab A, Nadarajah R, Larvin H, Farooq M, Raveendra K, Haris M, Nadeem U, Joseph T, Bhatty A, Wilkinson C, Khunti K, Vedanthan R, Camm AJ, Svennberg E, Lip GYH, Freedman B, Wu J, Gale CP. Systematic screening for atrial fibrillation with non-invasive devices: a systematic review and meta-analysis. THE LANCET REGIONAL HEALTH. EUROPE 2025; 53:101298. [PMID: 40276326 PMCID: PMC12018576 DOI: 10.1016/j.lanepe.2025.101298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Revised: 03/27/2025] [Accepted: 03/27/2025] [Indexed: 04/26/2025]
Abstract
Background Systematic screening individuals with non-invasive devices may improve diagnosis of atrial fibrillation (AF) and reduce adverse clinical events. We systematically reviewed the existing literature to determine the yield of new AF diagnosis associated with systematic AF screening, the relative increase in yield of new AF diagnosis with systematic screening compared to usual care, and the effect of systematic AF screening on clinical outcomes compared with usual care. Methods The Medline, Embase, Web of Science and Cochrane Library databases were searched from inception through 1st February 2025 for prospective cohort studies or randomised clinical trials (RCTs) of systematic AF screening with the outcome of incidence of previously undiagnosed AF from screening. Incidence rates (IR) and relative risks were calculated and random effects meta-analysis performed to synthesise rates of AF in prospective cohort studies and RCTs, as well as outcomes in RCTs. Findings From 3806 unique records we included 32 studies representing 735,542 participants from 8 RCTs and 24 prospective cohorts. The diagnosis rate for incident AF in prospective cohorts was 2.75% (95% CI 1.87-3.62), and the pooled relative risk in RCTs was 2.22 (95% CI 1.41-3.50). The use of age and NT-proBNP (IR 4.36%, 95% CI 3.77-5.08) or AF risk score classification (4.79%, 95% CI 3.62-6.29) led to higher new AF diagnosis yields than age alone (0.93%, 95% CI 0.28-2.99). Pooled data from RCTs did not demonstrate an effect of screening on death (RR 1.01, 95% CI 0.97-1.05), cardiovascular hospitalisation (1.00, 95% CI 0.97-1.03), stroke (0.95, 95% CI 0.87-1.04) or bleeding (1.08, 95% CI 0.91-1.29). Interpretation Systematic screening for AF using non-invasive devices is associated with increased diagnosis of AF, but not reduced adverse clinical events. Screening studies of AF utilising alternative risk stratifications and outcome measures are required. Funding British Heart Foundation (grant reference CC/22/250026) and National Institute for Health and Care Research.
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Affiliation(s)
- Ali Wahab
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, UK
- Leeds Institute of Data Analytics, University of Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Ramesh Nadarajah
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, UK
- Leeds Institute of Data Analytics, University of Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Harriet Larvin
- Wolfson Institute of Population Health, Queen Mary University of London, UK
| | - Maryum Farooq
- Department of Cardiology, Calderdale and Huddersfield NHS Foundation Trust, Huddersfield, UK
| | | | - Mohammad Haris
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, UK
- Leeds Institute of Data Analytics, University of Leeds, UK
- Department of Cardiology, Bradford Teaching Hospitals NHS Foundation Trust, UK
| | - Umbreen Nadeem
- Department of Cardiology, Mid Yorkshire Teaching NHS Trust, Wakefield, UK
| | - Tobin Joseph
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, UK
- Leeds Institute of Data Analytics, University of Leeds, UK
| | - Asad Bhatty
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, UK
- Leeds Institute of Data Analytics, University of Leeds, UK
| | - Chris Wilkinson
- Leeds Institute of Data Analytics, University of Leeds, UK
- Department of Cardiology, James Cook Teaching Hospital, South Tees NHS Foundation Trust, UK
| | | | - Rajesh Vedanthan
- Department of Population Health, New York University School of Medicine, New York, USA
| | - A John Camm
- Cardiovascular Clinical Academic Group, St George’s University of London, London, UK
| | - Emma Svennberg
- Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Gregory YH. Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Danish Center for Health Services Research, Aalborg University, Aalborg, Denmark
| | - Ben Freedman
- Sydney Medical School, Charles Perkins Center, and Cardiology Department, Concord Hospital, Heart Research Institute, The University of Sydney, Sydney, Australia
| | - Jianhua Wu
- Wolfson Institute of Population Health, Queen Mary University of London, UK
| | - Chris P. Gale
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds, UK
- Leeds Institute of Data Analytics, University of Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
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Kemp Gudmundsdottir K, Svennberg E, Friberg L, Hygrell T, Frykman V, Al-Khalili F, Hijazi Z, Rosenqvist M, Engdahl J. Randomized Invitation to Systematic NT-proBNP and ECG Screening in 75-Year-Olds to Detect Atrial Fibrillation: STROKESTOP II. Circulation 2024; 150:1837-1846. [PMID: 39217615 DOI: 10.1161/circulationaha.124.071176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 08/15/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Guidelines have suggested screening for atrial fibrillation to enable early treatment and avoid downstream negative clinical events. We aimed to determine whether atrial fibrillation screening potentially enhanced by NT-proBNP (N-terminal pro-B-type natriuretic peptide) would reduce stroke or systemic embolism incidence compared with a control group and to determine whether it was safe for those with low NT-proBNP concentrations to forfeit prolonged screening. METHODS In this randomized controlled trial, all 75- and 76-year-old individuals in Stockholm Region, Sweden, were randomized 1:1 to be invited to screening or serve as a control group. NT-proBNP concentrations were measured, and a single-lead ECG was registered only once if NT-proBNP <125 ng/L, whereas if NT-proBNP ≥125 ng/L, participants underwent prolonged screening, recording single-lead ECGs 4 times daily for 2 weeks. If atrial fibrillation was detected, treatment was initiated. Baseline and outcome data were collected from Swedish National Registries. RESULTS In total, 28 712 individuals were randomized. After exclusion of death and emigration, 13 905 remained in the intervention group, 13 884 in the control group. The participation rate in the intervention group was 49.2% (6843 of 13 905). Participants in the high NT-proBNP group (NT-proBNP≥125 ng/L) without previous atrial fibrillation constituted 60% of the total and underwent prolonged screening. New atrial fibrillation was detected in 2.4% (165 of 6843) in the intervention group. There was no difference in atrial fibrillation prevalence or oral anticoagulant treatment between the intervention and the control group after 5 years of follow-up. After a median of 5.1 years (interquartile range, 5.0-5.8), there was no difference in the primary outcome of stroke or systemic embolism between the intervention group and the control group (hazard ratio, 0.96 [95% CI, 0.86-1.06]). The low NT-proBNP group had significantly fewer strokes or systemic emboli than the control group (hazard ratio, 0.59 [95% CI, 0.46-0.74]; P<0.001). In the high NT-proBNP group, the risk of stroke or systemic embolism was higher compared with the low NT-proBNP group (hazard ratio, 1.57 [95% CI, 1.22-2.02]; P=0.001). CONCLUSIONS In this population-based screening trial for atrial fibrillation using NT-proBNP for screening enhancement, there was no difference in risk of stroke or systemic embolism for the intervention group compared with controls. Participation was moderate. The use of NT-proBNP for screening enhancement was safe in identifying low-risk participants. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT02743416.
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Affiliation(s)
- Katrin Kemp Gudmundsdottir
- Karolinska Institutet, Department of Clinical Sciences, Division of Cardiovascular Medicine, Danderyd University Hospital, Stockholm, Sweden (K.K.G., L.F., T.H., V.F., F.A.-K., M.R., J.E.)
| | - Emma Svennberg
- Karolinska Institutet, Department of Medicine Huddinge (H7), Karolinska University Hospital Huddinge, Stockholm, Sweden (E.S.)
| | - Leif Friberg
- Karolinska Institutet, Department of Clinical Sciences, Division of Cardiovascular Medicine, Danderyd University Hospital, Stockholm, Sweden (K.K.G., L.F., T.H., V.F., F.A.-K., M.R., J.E.)
| | - Tove Hygrell
- Karolinska Institutet, Department of Clinical Sciences, Division of Cardiovascular Medicine, Danderyd University Hospital, Stockholm, Sweden (K.K.G., L.F., T.H., V.F., F.A.-K., M.R., J.E.)
| | - Viveka Frykman
- Karolinska Institutet, Department of Clinical Sciences, Division of Cardiovascular Medicine, Danderyd University Hospital, Stockholm, Sweden (K.K.G., L.F., T.H., V.F., F.A.-K., M.R., J.E.)
| | - Faris Al-Khalili
- Karolinska Institutet, Department of Clinical Sciences, Division of Cardiovascular Medicine, Danderyd University Hospital, Stockholm, Sweden (K.K.G., L.F., T.H., V.F., F.A.-K., M.R., J.E.)
| | - Ziad Hijazi
- Department of Medical Sciences, Cardiology, Uppsala University, Sweden (Z.H.)
| | - Mårten Rosenqvist
- Karolinska Institutet, Department of Clinical Sciences, Division of Cardiovascular Medicine, Danderyd University Hospital, Stockholm, Sweden (K.K.G., L.F., T.H., V.F., F.A.-K., M.R., J.E.)
| | - Johan Engdahl
- Karolinska Institutet, Department of Clinical Sciences, Division of Cardiovascular Medicine, Danderyd University Hospital, Stockholm, Sweden (K.K.G., L.F., T.H., V.F., F.A.-K., M.R., J.E.)
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Takase B, Ikeda T, Shimizu W, Abe H, Aiba T, Chinushi M, Koba S, Kusano K, Niwano S, Takahashi N, Takatsuki S, Tanno K, Watanabe E, Yoshioka K, Amino M, Fujino T, Iwasaki YK, Kohno R, Kinoshita T, Kurita Y, Masaki N, Murata H, Shinohara T, Yada H, Yodogawa K, Kimura T, Kurita T, Nogami A, Sumitomo N. JCS/JHRS 2022 Guideline on Diagnosis and Risk Assessment of Arrhythmia. Circ J 2024; 88:1509-1595. [PMID: 37690816 DOI: 10.1253/circj.cj-22-0827] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/12/2023]
Affiliation(s)
| | - Takanori Ikeda
- Department of Cardiovascular Medicine, Toho University Faculty of Medicine
| | - Wataru Shimizu
- Department of Cardiovascular Medicine, Nippon Medical School
| | - Haruhiko Abe
- Department of Heart Rhythm Management, University of Occupational and Environmental Health, Japan
| | - Takeshi Aiba
- Department of Clinical Laboratory Medicine and Genetics, National Cerebral and Cardiovascular Center
| | - Masaomi Chinushi
- School of Health Sciences, Niigata University School of Medicine
| | - Shinji Koba
- Division of Cardiology, Department of Medicine, Showa University School of Medicine
| | - Kengo Kusano
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center
| | - Shinichi Niwano
- Department of Cardiovascular Medicine, Kitasato University School of Medicine
| | - Naohiko Takahashi
- Department of Cardiology and Clinical Examination, Faculty of Medicine, Oita University
| | - Seiji Takatsuki
- Department of Cardiology, Keio University School of Medicine
| | - Kaoru Tanno
- Cardiology Division, Cardiovascular Center, Showa University Koto-Toyosu Hospital
| | - Eiichi Watanabe
- Division of Cardiology, Department of Internal Medicine, Fujita Health University Bantane Hospital
| | | | - Mari Amino
- Department of Cardiology, Tokai University School of Medicine
| | - Tadashi Fujino
- Department of Cardiovascular Medicine, Toho University Faculty of Medicine
| | - Yu-Ki Iwasaki
- Department of Cardiovascular Medicine, Nippon Medical School
| | - Ritsuko Kohno
- Department of Heart Rhythm Management, University of Occupational and Environmental Health, Japan
| | - Toshio Kinoshita
- Department of Cardiovascular Medicine, Toho University Faculty of Medicine
| | - Yasuo Kurita
- Cardiovascular Center, International University of Health and Welfare, Mita Hospital
| | - Nobuyuki Masaki
- Department of Intensive Care Medicine, National Defense Medical College
| | | | - Tetsuji Shinohara
- Department of Cardiology and Clinical Examination, Faculty of Medicine, Oita University
| | - Hirotaka Yada
- Department of Cardiology, International University of Health and Welfare, Mita Hospital
| | - Kenji Yodogawa
- Department of Cardiovascular Medicine, Nippon Medical School
| | - Takeshi Kimura
- Cardiovascular Medicine, Kyoto University Graduate School of Medicine
| | | | - Akihiko Nogami
- Department of Cardiology, Faculty of Medicine, University of Tsukuba
| | - Naokata Sumitomo
- Department of Pediatric Cardiology, Saitama Medical University International Medical Center
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Takase B, Ikeda T, Shimizu W, Abe H, Aiba T, Chinushi M, Koba S, Kusano K, Niwano S, Takahashi N, Takatsuki S, Tanno K, Watanabe E, Yoshioka K, Amino M, Fujino T, Iwasaki Y, Kohno R, Kinoshita T, Kurita Y, Masaki N, Murata H, Shinohara T, Yada H, Yodogawa K, Kimura T, Kurita T, Nogami A, Sumitomo N. JCS/JHRS 2022 Guideline on Diagnosis and Risk Assessment of Arrhythmia. J Arrhythm 2024; 40:655-752. [PMID: 39139890 PMCID: PMC11317726 DOI: 10.1002/joa3.13052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 04/22/2024] [Indexed: 08/15/2024] Open
Affiliation(s)
| | - Takanori Ikeda
- Department of Cardiovascular MedicineToho University Faculty of Medicine
| | - Wataru Shimizu
- Department of Cardiovascular MedicineNippon Medical School
| | - Haruhiko Abe
- Department of Heart Rhythm ManagementUniversity of Occupational and Environmental HealthJapan
| | - Takeshi Aiba
- Department of Clinical Laboratory Medicine and GeneticsNational Cerebral and Cardiovascular Center
| | | | - Shinji Koba
- Division of Cardiology, Department of MedicineShowa University School of Medicine
| | - Kengo Kusano
- Department of Cardiovascular MedicineNational Cerebral and Cardiovascular Center
| | - Shinichi Niwano
- Department of Cardiovascular MedicineKitasato University School of Medicine
| | - Naohiko Takahashi
- Department of Cardiology and Clinical Examination, Faculty of MedicineOita University
| | | | - Kaoru Tanno
- Cardiovascular Center, Cardiology DivisionShowa University Koto‐Toyosu Hospital
| | - Eiichi Watanabe
- Division of Cardiology, Department of Internal MedicineFujita Health University Bantane Hospital
| | | | - Mari Amino
- Department of CardiologyTokai University School of Medicine
| | - Tadashi Fujino
- Department of Cardiovascular MedicineToho University Faculty of Medicine
| | - Yu‐ki Iwasaki
- Department of Cardiovascular MedicineNippon Medical School
| | - Ritsuko Kohno
- Department of Heart Rhythm ManagementUniversity of Occupational and Environmental HealthJapan
| | - Toshio Kinoshita
- Department of Cardiovascular MedicineToho University Faculty of Medicine
| | - Yasuo Kurita
- Cardiovascular Center, Mita HospitalInternational University of Health and Welfare
| | - Nobuyuki Masaki
- Department of Intensive Care MedicineNational Defense Medical College
| | | | - Tetsuji Shinohara
- Department of Cardiology and Clinical Examination, Faculty of MedicineOita University
| | - Hirotaka Yada
- Department of CardiologyInternational University of Health and Welfare Mita Hospital
| | - Kenji Yodogawa
- Department of Cardiovascular MedicineNippon Medical School
| | - Takeshi Kimura
- Cardiovascular MedicineKyoto University Graduate School of Medicine
| | | | - Akihiko Nogami
- Department of Cardiology, Faculty of MedicineUniversity of Tsukuba
| | - Naokata Sumitomo
- Department of Pediatric CardiologySaitama Medical University International Medical Center
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Yin C, Hou Q, Qi Q, Han Q, Wang X, Wu S, Li K. Triglyceride-Glucose Index Predicts Major Adverse Cardiovascular and Cerebrovascular Events in Patients with Atrial Fibrillation. Int Heart J 2024; 65:373-379. [PMID: 38749753 DOI: 10.1536/ihj.23-413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
This study aimed to explore the relationship between the trajectory of the triglyceride-glucose (TyG) index and the occurrence of major adverse cardiovascular and cerebrovascular events (MACCE) in patients with atrial fibrillation (AF).This prospective study included 1979 patients with AF, who were initially selected from the Kailuan study. Patients of AF were split into four groups according to the value of TyG index. The clinical endpoint was MACCE, including myocardial infarction and ischemic stroke. Cox proportional hazard models were employed to examine the hazard ratio (HR) and 95% confidence interval (CI) for MACCE in various trajectory groups.The mean age of all patients with AF was 67.65 ± 11.15 years, and 1752 (88.53%) were male. Over a median follow-up duration of 5.31 years, in total 227 MACCE were recorded. MACCE cumulative incidence in Quartile 4 (26.96%) was significantly higher than those in other quartiles (P = 0.023). Multivariate Cox proportional hazards regression analysis showed that a higher TyG index (Quartile 4) was significantly and positively linked to MACCE in patients with AF (P = 0.023, HR: 2.103; 95% CI: 1.107-3.994).The evaluated TyG index is significantly associated with an increased risk of MACCE in patients with AF.
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Affiliation(s)
- Chunhui Yin
- Department of Cardiology, Tangshan Gongren Hospital
| | | | | | - Quanle Han
- Department of Cardiology, Tangshan Gongren Hospital
| | - Xiaoyao Wang
- College of Life Sciences, Hebei Normal University
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital
| | - Kangbo Li
- School of Clinical Medicine, North China University of Science and Technology
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin
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Ho I, Wong CK, Wong YK, Lam TH, Sze-Him Leung I, Lin M, Tak-Wai Lui D, Kwok WC, Tam CC, Chan YH, Chan EW, Tse HF. Aromatase Inhibitor Therapy Increases the Risk of New-Onset Atrial Fibrillation in Patients With Breast Cancer. JACC. ASIA 2024; 4:150-160. [PMID: 38371283 PMCID: PMC10866735 DOI: 10.1016/j.jacasi.2023.09.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 02/20/2024]
Abstract
Background Previous studies suggest that aromatase inhibitors (AIs) increase the risk of adverse cardiovascular events and cardiac arrhythmias in patients with breast cancer, but it is unclear whether AIs also increase the risk of new-onset atrial fibrillation (AF). Objectives The purpose of this study was to investigate whether the use of AIs was associated with an increased risk of new-onset AF in patients with breast cancer. Methods We performed a retrospective analysis involving 5,707 patients with breast cancer (mean age 63.9 ± 11.2 years and 99.9% women) who received adjunctive hormone therapy with an AI (AI group, n = 4,878) or tamoxifen (tamoxifen group, n = 829) in Hong Kong between January 1, 1999, and December 31, 2020. After propensity score matching, there were 1,658 and 829 patients with balanced characteristics in the AI group and tamoxifen group, respectively. Results After 8,863 patient-years of follow-up, patients who were prescribed AI had a trend toward more new-onset arrhythmias compared with those prescribed tamoxifen (0.62 vs 0.30 per 100 patient-years; crude HR: 2.05; P = 0.053). The difference in arrhythmic risk was mainly driven by a higher incidence rate of new-onset AF in the AI group (0.59 vs 0.27 per 100 patient-years; crude HR: 2.18; P = 0.046). The use of AIs was confirmed to be an independent risk factor for new-onset AF on multivariate analysis (adjusted HR: 2.75; P = 0.01). Conclusions Among breast cancer patients prescribed adjunctive hormonal therapy, AI was associated with an increased risk of new-onset AF. Regular surveillance for new-onset AF should be considered in breast cancer patients treated with an AI.
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Affiliation(s)
- Isaac Ho
- Department of Clinical Oncology, Queen Mary Hospital, Hong Kong SAR
| | - Chun-Ka Wong
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Yuen-Kwun Wong
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Tsun-Ho Lam
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | | | - Minqing Lin
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - David Tak-Wai Lui
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Wang Chun Kwok
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Chor-Cheung Tam
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Yap-Hang Chan
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Esther W.Y. Chan
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
| | - Hung-Fat Tse
- Department of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR
- Cardiac and Vascular Center, Hong Kong University Shenzhen Hospital, Shenzhen, China
- Center for Translational Stem Cell Biology, Hong Kong SAR, China
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Etminani F, Sandgren E, Holm J, Magnusson P, Modica A, Moberg K, Davidsson T, Stalpe L, Kiflemariam S, Younan N, Parikh P, Wadhwa M, Sundin A, Engdahl J. Randomised, siteless study to compare systematic atrial fibrillation screening using enrichment by a risk prediction model with standard care in a Swedish population aged ≥ 65 years: CONSIDERING-AF study design. BMJ Open 2024; 14:e080639. [PMID: 38216189 PMCID: PMC10806481 DOI: 10.1136/bmjopen-2023-080639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 12/22/2023] [Indexed: 01/14/2024] Open
Abstract
INTRODUCTION Atrial fibrillation (AF) is the most common arrhythmia and confers an increased risk of mortality, stroke, heart failure and cognitive decline. There is growing interest in AF screening; however, the most suitable population and device for AF detection remains to be elucidated. Here, we present the design of the CONSIDERING-AF (deteCtiON and Stroke preventIon by moDEl scRreenING for Atrial Fibrillation) study. METHODS AND ANALYSIS CONSIDERING-AF is a randomised, controlled, siteless, non-blinded diagnostic superiority trial with four parallel groups and a primary endpoint of identifying AF during a 6-month study period set in Region Halland, Sweden. In each group, 740 individuals aged≥65 years will be included. The primary objective is to compare the intervention of AF screening enrichment using a risk prediction model (RPM), followed by 14 days of a continuous ECG patch, with no intervention (standard care). Primary outcome is defined as the incident AF recorded in the Region Halland Information Database after 6 months as compared with standard care. Secondary endpoints include the difference in incident AF between groups enriched or not by the RPM, with and without an invitation to 14 days of continuous ECG recording, and the proportions of oral anticoagulation treatment in the four groups. ETHICS AND DISSEMINATION This study has ethical approval from the Swedish Ethical Review Authority. Results will be published in peer-reviewed international journals. TRIAL REGISTRATION NUMBER NCT05838781.
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Affiliation(s)
- Farzaneh Etminani
- Center for Applied Intelligent Systems Research in Health (CAISR Health), Halmstad University, Halmstad, Sweden
- Department of Research and Development (FoU), Region Halland, Halmstad, Sweden
| | - Emma Sandgren
- Department of Medicine, Hallands sjukhus Varberg, Varberg, Sweden
| | | | | | | | | | | | | | | | - Ninia Younan
- Department of Medicine, Hallands sjukhus Varberg, Varberg, Sweden
| | - Purvee Parikh
- Medical Affairs, Philips, Ambulatory Monitoring and Diagnostics, San Diego, California, USA
| | - Manish Wadhwa
- Medical Affairs, Philips, Ambulatory Monitoring and Diagnostics, San Diego, California, USA
| | | | - Johan Engdahl
- Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, Stockholm, Sweden
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Yuan N, Duffy G, Dhruva SS, Oesterle A, Pellegrini CN, Theurer J, Vali M, Heidenreich PA, Keyhani S, Ouyang D. Deep Learning of Electrocardiograms in Sinus Rhythm From US Veterans to Predict Atrial Fibrillation. JAMA Cardiol 2023; 8:1131-1139. [PMID: 37851434 PMCID: PMC10585587 DOI: 10.1001/jamacardio.2023.3701] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 07/31/2023] [Indexed: 10/19/2023]
Abstract
Importance Early detection of atrial fibrillation (AF) may help prevent adverse cardiovascular events such as stroke. Deep learning applied to electrocardiograms (ECGs) has been successfully used for early identification of several cardiovascular diseases. Objective To determine whether deep learning models applied to outpatient ECGs in sinus rhythm can predict AF in a large and diverse patient population. Design, Setting, and Participants This prognostic study was performed on ECGs acquired from January 1, 1987, to December 31, 2022, at 6 US Veterans Affairs (VA) hospital networks and 1 large non-VA academic medical center. Participants included all outpatients with 12-lead ECGs in sinus rhythm. Main Outcomes and Measures A convolutional neural network using 12-lead ECGs from 2 US VA hospital networks was trained to predict the presence of AF within 31 days of sinus rhythm ECGs. The model was tested on ECGs held out from training at the 2 VA networks as well as 4 additional VA networks and 1 large non-VA academic medical center. Results A total of 907 858 ECGs from patients across 6 VA sites were included in the analysis. These patients had a mean (SD) age of 62.4 (13.5) years, 6.4% were female, and 93.6% were male, with a mean (SD) CHA2DS2-VASc (congestive heart failure, hypertension, age, diabetes mellitus, prior stroke or transient ischemic attack or thromboembolism, vascular disease, age, sex category) score of 1.9 (1.6). A total of 0.2% were American Indian or Alaska Native, 2.7% were Asian, 10.7% were Black, 4.6% were Latinx, 0.7% were Native Hawaiian or Other Pacific Islander, 62.4% were White, 0.4% were of other race or ethnicity (which is not broken down into subcategories in the VA data set), and 18.4% were of unknown race or ethnicity. At the non-VA academic medical center (72 483 ECGs), the mean (SD) age was 59.5 (15.4) years and 52.5% were female, with a mean (SD) CHA2DS2-VASc score of 1.6 (1.4). A total of 0.1% were American Indian or Alaska Native, 7.9% were Asian, 9.4% were Black, 2.9% were Latinx, 0.03% were Native Hawaiian or Other Pacific Islander, 74.8% were White, 0.1% were of other race or ethnicity, and 4.7% were of unknown race or ethnicity. A deep learning model predicted the presence of AF within 31 days of a sinus rhythm ECG on held-out test ECGs at VA sites with an area under the receiver operating characteristic curve (AUROC) of 0.86 (95% CI, 0.85-0.86), accuracy of 0.78 (95% CI, 0.77-0.78), and F1 score of 0.30 (95% CI, 0.30-0.31). At the non-VA site, AUROC was 0.93 (95% CI, 0.93-0.94); accuracy, 0.87 (95% CI, 0.86-0.88); and F1 score, 0.46 (95% CI, 0.44-0.48). The model was well calibrated, with a Brier score of 0.02 across all sites. Among individuals deemed high risk by deep learning, the number needed to screen to detect a positive case of AF was 2.47 individuals for a testing sensitivity of 25% and 11.48 for 75%. Model performance was similar in patients who were Black, female, or younger than 65 years or who had CHA2DS2-VASc scores of 2 or greater. Conclusions and Relevance Deep learning of outpatient sinus rhythm ECGs predicted AF within 31 days in populations with diverse demographics and comorbidities. Similar models could be used in future AF screening efforts to reduce adverse complications associated with this disease.
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Affiliation(s)
- Neal Yuan
- Department of Medicine, University of California, San Francisco
- Division of Cardiology, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Grant Duffy
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Sanket S. Dhruva
- Department of Medicine, University of California, San Francisco
- Division of Cardiology, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Adam Oesterle
- Department of Medicine, University of California, San Francisco
- Division of Cardiology, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Cara N. Pellegrini
- Department of Medicine, University of California, San Francisco
- Division of Cardiology, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - John Theurer
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Marzieh Vali
- Department of Medicine, University of California, San Francisco
- Division of General Internal Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Paul A. Heidenreich
- Division of Cardiology, Palo Alto Veterans Affairs Medical Center, Palo Alto, California
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Palo Alto, California
| | - Salomeh Keyhani
- Department of Medicine, University of California, San Francisco
- Division of General Internal Medicine, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - David Ouyang
- Division of Cardiology, San Francisco Veterans Affairs Medical Center, San Francisco, California
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California
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9
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Cai XJ, Tay JCK, Jiang Y, Yeo KK, Wong PEH, Ho KL, Chong DTT, Ti LK, Leong G, Wong K, Ching CK. Non-invasive mid-term electrocardiogram patch monitoring is effective in detecting atrial fibrillation. J Electrocardiol 2023; 81:230-236. [PMID: 37844372 DOI: 10.1016/j.jelectrocard.2023.09.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 09/14/2023] [Accepted: 09/28/2023] [Indexed: 10/18/2023]
Abstract
BACKGROUND Atrial fibrillation (AF) is a cause of serious morbidity such as stroke. Early detection and treatment of AF is important. Current guidelines recommend screening via opportunistic pulse taking or 12‑lead electrocardiogram. Mid-term ECG patch monitors increases the sensitivity of AF detection. METHODS The Singapore Atrial Fibrillation Study is a prospective multi-centre study aiming to study the incidence of AF in patients with no prior AF and a CHA2DS2-VASc score of at least 1, with the use of a mid-term continuous ECG monitoring device (Spyder ECG). Consecutive patients from both inpatient and outpatient settings were recruited from 3 major hospitals from May 2016 to December 2019. RESULTS Three hundred and fifty-five patients were monitored. 6 patients (1.7%) were diagnosed with AF. There were no significant differences in total duration of monitoring between the AF and non-AF group (6.39 ± 3.19 vs 5.42 ± 2.46 days, p = 0.340). Patients with newly detected AF were more likely to have palpitations (50.0% vs 11.8%, p = 0.027). Half of the patients (n = 3, 50.0%) were diagnosed on the first day of monitoring and the rest were diagnosed after 24 h. On univariate analysis, only hyperlipidemia was associated with reduced odds of being diagnosed with AF (OR HR 0.08 CI 0.01-0.74, p = 0.025). In a group of 128 patients who underwent coronary artery bypass grafting and had post-operative ECG monitoring, 9 patients (7.0%) were diagnosed with post-operative AF. CONCLUSIONS The use of non-invasive mid-term patch-based ECG monitoring is an effective modality for AF screening.
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Affiliation(s)
- Xinzhe James Cai
- Department of Cardiology, National Heart Centre Singapore, 5 Hospital Drive, 169609, Singapore.
| | - Julian Cheong Kiat Tay
- Department of Cardiology, National Heart Centre Singapore, 5 Hospital Drive, 169609, Singapore
| | - Yilin Jiang
- Department of Cardiology, National Heart Centre Singapore, 5 Hospital Drive, 169609, Singapore
| | - Khung Keong Yeo
- Department of Cardiology, National Heart Centre Singapore, 5 Hospital Drive, 169609, Singapore; Duke-NUS Medical School, Singapore 8 College Road, 169857, Singapore
| | - Philip En Hou Wong
- Department of Cardiology, National Heart Centre Singapore, 5 Hospital Drive, 169609, Singapore
| | - Kah Leng Ho
- Department of Cardiology, National Heart Centre Singapore, 5 Hospital Drive, 169609, Singapore
| | - Daniel Thuan Tee Chong
- Department of Cardiology, National Heart Centre Singapore, 5 Hospital Drive, 169609, Singapore
| | - Lian Kah Ti
- Department of Anaesthesia, National University Hospital, 5 Lower Kent Ridge Road, 119074, Singapore
| | - Gerard Leong
- Department of Cardiology, Changi General Hospital, 2 Simei Steet 3, 529889, Singapore
| | - Kelvin Wong
- Department of Cardiology, Changi General Hospital, 2 Simei Steet 3, 529889, Singapore
| | - Chi Keong Ching
- Department of Cardiology, National Heart Centre Singapore, 5 Hospital Drive, 169609, Singapore
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10
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Marx N, Federici M, Schütt K, Müller-Wieland D, Ajjan RA, Antunes MJ, Christodorescu RM, Crawford C, Di Angelantonio E, Eliasson B, Espinola-Klein C, Fauchier L, Halle M, Herrington WG, Kautzky-Willer A, Lambrinou E, Lesiak M, Lettino M, McGuire DK, Mullens W, Rocca B, Sattar N. 2023 ESC Guidelines for the management of cardiovascular disease in patients with diabetes. Eur Heart J 2023; 44:4043-4140. [PMID: 37622663 DOI: 10.1093/eurheartj/ehad192] [Citation(s) in RCA: 546] [Impact Index Per Article: 273.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/26/2023] Open
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11
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Fadlan MR, Rizal A, Satrijo B, Astiawati T, Rohman MS, Baskoro SS. Validity of MENARI plus (self-pulse assessment and clinical scoring) mobile apps for detecting atrial fibrillation in high-risk population. J Arrhythm 2023; 39:507-514. [PMID: 37560267 PMCID: PMC10407179 DOI: 10.1002/joa3.12863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 03/07/2023] [Accepted: 04/08/2023] [Indexed: 08/11/2023] Open
Abstract
Background Even before it is clinically diagnosed, atrial fibrillation (AF) can cause a stroke. This study validates self-pulse assessment and clinical scoring (MENARI Plus) based on android apps. Objective The aim of this study was to examine the validity of AF screening using MENARI Plus compared with an ECG recording. Methods We collected a total of 1385 subjects from high-risk population according to CHA2DS2-VASc score ≥2, attending 8 primary care centers (PCCs) in Malang between July 2021 and December 2021. Every participant underwent self-pulse assessment, and then was evaluated for MENARI Plus Score on android Apps. These cases had been classified as low or high probability for AF (cut-off score 7). After that, electrocardiography examinations were performed and classified with AF and Sinus Rhythm group. Results In this study, the mean age of these patients was 61.5 ± 6.9 years old. We found that 156/1385 (11%) patients had AF. There were 68/156 (43.5%) new cases of AF. The sensitivity for self-pulse palpation was 73.1% (95% CI: 68%-76%) and specificity was 68.3% (95% CI: 65%-72%). MENARI Plus had an area under the receiver operating curve (AUC) of 0.86 (95% CI: 0.82-0.89) with sensitivity per measurement occasion was (84%, 95% CI: 82%-88%) and specificity was (87.9%, 95% CI: 82%-90%). Conclusion In this study, we found that MENARI Plus has high sensitivity and specificity for AF. It is therefore useful for ruling out AF. It may also be a useful screen that can be applied opportunistically for previously undetected AFs.
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Affiliation(s)
- Muhamad R. Fadlan
- Department of Cardiology and Vascular Medicine, Faculty of MedicineUniversitas Brawijaya, Dr. Saiful Anwar General HospitalMalangEast JavaIndonesia
| | - Ardian Rizal
- Department of Cardiology and Vascular Medicine, Faculty of MedicineUniversitas Brawijaya, Dr. Saiful Anwar General HospitalMalangEast JavaIndonesia
| | - Budi Satrijo
- Department of Cardiology and Vascular Medicine, Faculty of MedicineUniversitas Brawijaya, Dr. Saiful Anwar General HospitalMalangEast JavaIndonesia
| | - Tri Astiawati
- Department of Cardiology and Vascular Medicine, Faculty of MedicineUniversitas Brawijaya, Dr. Iskak General HospitalTulung AgungEast JavaIndonesia
| | - Mohammad S. Rohman
- Department of Cardiology and Vascular Medicine, Faculty of MedicineUniversitas Brawijaya, Dr. Saiful Anwar General HospitalMalangEast JavaIndonesia
| | - Shalahuddin S. Baskoro
- Department of Cardiology and Vascular Medicine, Faculty of MedicineUniversitas Brawijaya, Dr. Saiful Anwar General HospitalMalangEast JavaIndonesia
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12
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Gu H, Huang J, Qiao S, Chen X, Cao X. Predictors of participation in atrial fibrillation screening among community residents in China. Heart Lung 2023; 61:59-64. [PMID: 37150046 DOI: 10.1016/j.hrtlng.2023.04.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 04/27/2023] [Accepted: 04/27/2023] [Indexed: 05/09/2023]
Abstract
BACKGROUND Atrial fibrillation (AF) is associated with increased stroke risk, but many cases of AF remain undiagnosed. Screening is suggested for early detection of AF. However, nonparticipation in screening is frequently reported, and the underlying causes of why patients choose to participate or not are poorly understood. OBJECTIVES To explore factors associated with participation in AF screening in a high-risk population in China. METHODS A cross-sectional study was conducted among community residents who were at risk for AF in Guangzhou, China, from February to September 2022. Data on AF knowledge, attitude, subjective norms, perceived behavioral control, and willingness to participate in AF screening were collected. Sociodemographic and clinical data were also collected. Multiple linear stepwise regression analysis was performed to explore predictors for participation in AF screening. RESULTS In total, 420 participants were included, with a mean age of 74.4 (±7.43) years old. The results showed that 77.4% of participants reported that they were likely to participate in AF screening. The results of multiple linear regression showed that perceived behavioral control (β =0.591, 95% CI: 0.071, 0.094), attitude (β =0.085, 95% CI: 0.001, 0.025), and having an AF diagnosis (β =0.098, 95% CI: 0.068, 0.494) were positively associated with willingness to participate in AF screening. CONCLUSIONS Chinese patients are more likely to participate in AF screening when they perceive great control over their behavior, hold a positive attitude, and have an AF diagnosis. The findings provide clues for future interventions aimed at improving the AF screening participation rate.
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Affiliation(s)
- Haiyue Gu
- The School of Nursing, Sun Yat-sen University, Guangzhou, China.
| | - Jun Huang
- Department of Geriatrics, Guangdong General Hospital, Institute of Geriatrics, Guangdong Academy of Medical Sciences, Guangzhou, China.
| | - Shuqian Qiao
- The School of Nursing, Sun Yat-sen University, Guangzhou, China.
| | - Xinyi Chen
- The School of Nursing, Sun Yat-sen University, Guangzhou, China.
| | - Xi Cao
- The School of Nursing, Sun Yat-sen University, Guangzhou, China.
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13
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Diegolli H, Oliveira RENDN, Silva CFD, Silva GFD, Souza FFD, Machado FRA, Lacerda MPD. Incidence of cardioembolic stroke related to atrial fibrillation in Joinville, Brazil. ARQUIVOS DE NEURO-PSIQUIATRIA 2023; 81:329-333. [PMID: 37160136 PMCID: PMC10169222 DOI: 10.1055/s-0043-1767821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 12/16/2022] [Indexed: 05/11/2023]
Abstract
BACKGROUND Atrial fibrillation (AF) is an important cause of cardioembolic stroke, and population aging has increased its prevalence. OBJECTIVE To evaluate the incidence of cardioembolic stroke caused by AF in the city of Joinville, Brazil, as well as previous diagnoses and use of medication. METHODS Between 2017 and 2020 we extracted data from the population-based Joinville Stroke Registry. Demographic characteristics, diagnosis of AF, and patterns of medication use were collected, and the Trial of ORG 10172 in Acute Stroke Treatment (TOAST) system was used to classify the etiology. RESULTS There were 3,303 cases of ischemic stroke, 593 of which were cardioembolic, and 360 had AF. Of the patients with AF, 258 (71.6%) had a previous diagnosis of the disease, and 102 (28.3%) were newly diagnosed after the stroke. Among patients with a previously-diagnosed AF, 170 (47.2%) were using anticoagulants, and 88 (24.4%) were using other medications. CONCLUSION During the analyzed period, ischemic stroke caused by AF was a significant burden on the population of Joinville, and a considerable number of patients had undiagnosed or untreated AF.
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Affiliation(s)
- Henrique Diegolli
- Hospital Municipal São José, Departamento de Medicina Interna, Serviço de Neurologia, Joinville SC, Brazil.
| | | | | | | | | | | | - Marcelo Pitombeira de Lacerda
- Universidade da Região de Joinville, Departamento de Medicina, Joinville SC, Brazil.
- Hospital Municipal São José, Departamento de Medicina Interna, Serviço de Hematologia, Joinville SC, Brazil.
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14
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Identification of the Potential Molecular Mechanism of TGFBI Gene in Persistent Atrial Fibrillation. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:1643674. [PMID: 36398072 PMCID: PMC9666036 DOI: 10.1155/2022/1643674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 09/12/2022] [Accepted: 10/11/2022] [Indexed: 11/09/2022]
Abstract
Background Transforming growth factor beta-induced protein (TGFBI, encoded by TGFBI gene), is an extracellular matrix protein, widely expressed in variety of tissues. It binds to collagens type I, II, and IV and plays important roles in the interactions of cell with cell, collagen, and matrix. It has been reported to be associated with myocardial fibrosis, and the latter is an important pathophysiologyical basis of atrial fibrillation (AF). However, the mechanism of TGFBI in AF remains unclear. We aimed to detect the potential mechanism of TGFBI in AF via bioinformatics analysis. Methods The microarray dataset of GSE115574 was examined to detect the genes coexpressed with TGFBI from 14 left atrial tissue samples of AF patients. TGFBI coexpression genes were then screened using the R package. Using online analytical tools, we determined the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, Gene Ontology (GO) annotation, and protein-protein interaction (PPI) network of TGFBI and its coexpression genes. The modules and hub genes of the PPI-network were then identified. Another dataset, GSE79768 was examined to verify the hub genes. DrugBank was used to detect the potential target drugs. Results In GSE115574 dataset, a total of 1818 coexpression genes (769 positive and 1049 negative) were identified, enriched in 120 biological processes (BP), 38 cellular components (CC), 36 molecular functions (MF), and 39 KEGG pathways. A PPI-network with average 12.2-degree nodes was constructed. The genes clustered in the top module constructed from this network mainly play a role in PI3K-Akt signaling pathway, viral myocarditis, inflammatory bowel disease, and platelet activation. CXCL12, C3, FN1, COL1A2, ACTB, VCAM1, and MMP2 were identified and finally verified as the hub genes, mainly enriched in pathways like leukocyte transendothelial migration, PI3K-Akt signaling pathway, viral myocarditis, rheumatoid arthritis, and platelet activation. Pegcetacoplan, ocriplasmin, and carvedilol were the potential target drugs. Conclusions We used microdataset to identify the potential functions and mechanisms of the TGFBI and its coexpression genes in AF patients. Our findings suggest that CXCL12, C3, FN1, COL1A2, ACTB, VCAM1, and MMP2 may be the hub genes.
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15
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Brandes A, Stavrakis S, Freedman B, Antoniou S, Boriani G, Camm AJ, Chow CK, Ding E, Engdahl J, Gibson MM, Golovchiner G, Glotzer T, Guo Y, Healey JS, Hills MT, Johnson L, Lip GYH, Lobban T, Macfarlane PW, Marcus GM, McManus DD, Neubeck L, Orchard J, Perez MV, Schnabel RB, Smyth B, Steinhubl S, Turakhia MP. Consumer-Led Screening for Atrial Fibrillation: Frontier Review of the AF-SCREEN International Collaboration. Circulation 2022; 146:1461-1474. [PMID: 36343103 PMCID: PMC9673231 DOI: 10.1161/circulationaha.121.058911] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 08/22/2022] [Indexed: 11/09/2022]
Abstract
The technological evolution and widespread availability of wearables and handheld ECG devices capable of screening for atrial fibrillation (AF), and their promotion directly to consumers, has focused attention of health care professionals and patient organizations on consumer-led AF screening. In this Frontiers review, members of the AF-SCREEN International Collaboration provide a critical appraisal of this rapidly evolving field to increase awareness of the complexities and uncertainties surrounding consumer-led AF screening. Although there are numerous commercially available devices directly marketed to consumers for AF monitoring and identification of unrecognized AF, health care professional-led randomized controlled studies using multiple ECG recordings or continuous ECG monitoring to detect AF have failed to demonstrate a significant reduction in stroke. Although it remains uncertain if consumer-led AF screening reduces stroke, it could increase early diagnosis of AF and facilitate an integrated approach, including appropriate anticoagulation, rate or rhythm management, and risk factor modification to reduce complications. Companies marketing AF screening devices should report the accuracy and performance of their products in high- and low-risk populations and avoid claims about clinical outcomes unless improvement is demonstrated in randomized clinical trials. Generally, the diagnostic yield of AF screening increases with the number, duration, and temporal dispersion of screening sessions, but the prognostic importance may be less than for AF detected by single-time point screening, which is largely permanent, persistent, or high-burden paroxysmal AF. Consumer-initiated ECG recordings suggesting possible AF always require confirmation by a health care professional experienced in ECG reading, whereas suspicion of AF on the basis of photoplethysmography must be confirmed with an ECG. Consumer-led AF screening is unlikely to be cost-effective for stroke prevention in the predominantly young, early adopters of this technology. Studies in older people at higher stroke risk are required to demonstrate both effectiveness and cost-effectiveness. The direct interaction between companies and consumers creates new regulatory gaps in relation to data privacy and the registration of consumer apps and devices. Although several barriers for optimal use of consumer-led screening exist, results of large, ongoing trials, powered to detect clinical outcomes, are required before health care professionals should support widespread adoption of consumer-led AF screening.
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Affiliation(s)
| | - Stavros Stavrakis
- Cardiovascular Section, University of Oklahoma Health Science Center
| | - Ben Freedman
- Heart Research Institute, University of Sydney, Sydney, Australia
| | | | - Giuseppe Boriani
- Department of Cardiology, University of Modena and Reggio Emilia, Modena, Italy
| | | | - Clara K. Chow
- Cardiovascular Division, University of Sydney, Sydney, Australia
| | - Eric Ding
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA
| | - Johan Engdahl
- Department of Cardiology, Karolinska Institute, Stockholm, Sweeden
| | - Michael M. Gibson
- Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | | | - Taya Glotzer
- Hackensack University Medical Center, Hackensack, NJ
| | - Yutao Guo
- Chinese PLA General Hospital, Beijing, China
| | | | | | | | - Gregory Y. H. Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, UK
| | | | | | - Gregory M. Marcus
- Department of Cardiology, University of California, San Francisco, San Franscisco, CA
| | - David D. McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA
| | - Lis Neubeck
- Centre for Cardiovascular Health, Edinburgh Napier University
| | - Jessica Orchard
- Charles Perkins Centre, University of Sydney, Sydney, Australia
| | | | | | - Breda Smyth
- Department of Public Health, Health Service Executive West, Galway, Ireland
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Guasti L, Dilaveris P, Mamas MA, Richter D, Christodorescu R, Lumens J, Schuuring MJ, Carugo S, Afilalo J, Ferrini M, Asteggiano R, Cowie MR. Digital health in older adults for the prevention and management of cardiovascular diseases and frailty. A clinical consensus statement from the ESC Council for Cardiology Practice/Taskforce on Geriatric Cardiology, the ESC Digital Health Committee and the ESC Working Group on e-Cardiology. ESC Heart Fail 2022; 9:2808-2822. [PMID: 35818770 PMCID: PMC9715874 DOI: 10.1002/ehf2.14022] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 04/04/2022] [Accepted: 06/03/2022] [Indexed: 12/14/2022] Open
Abstract
Digital health technology is receiving increasing attention in cardiology. The rise of accessibility of digital health tools including wearable technologies and smart phone applications used in medical practice has created a new era in healthcare. The coronavirus pandemic has provided a new impetus for changes in delivering medical assistance across the world. This Consensus document discusses the potential implementation of digital health technology in older adults, suggesting a practical approach to general cardiologists working in an ambulatory outpatient clinic, highlighting the potential benefit and challenges of digital health in older patients with, or at risk of, cardiovascular disease. Advancing age may lead to a progressive loss of independence, to frailty, and to increasing degrees of disability. In geriatric cardiology, digital health technology may serve as an additional tool both in cardiovascular prevention and treatment that may help by (i) supporting self-caring patients with cardiovascular disease to maintain their independence and improve the management of their cardiovascular disease and (ii) improving the prevention, detection, and management of frailty and supporting collaboration with caregivers. Digital health technology has the potential to be useful for every field of cardiology, but notably in an office-based setting with frequent contact with ambulatory older adults who may be pre-frail or frail but who are still able to live at home. Cardiologists and other healthcare professionals should increase their digital health skills and learn how best to apply and integrate new technologies into daily practice and how to engage older people and their caregivers in a tailored programme of care.
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Affiliation(s)
- Luigina Guasti
- University of Insubria ‐ Department of Medicine and Surgery; ASST‐settelaghiVareseItaly
| | - Polychronis Dilaveris
- First Department of Cardiology, Hippokration HospitalNational and Kapodistrian University of AthensAthensGreece
| | - Mamas A. Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis ResearchKeele UniversityKeeleUK
| | | | | | - Joost Lumens
- CARIM School for Cardiovascular DiseasesMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Mark J. Schuuring
- Department of Cardiology, Amsterdam UMC location AMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - Stefano Carugo
- University of Milan, Cardiology, Policlinico di MilanoMilanItaly
| | - Jonathan Afilalo
- Division of Experimental Medicine, McGill University; Centre for Clinical Epidemiology, Jewish General Hospital; Division of Cardiology, Jewish General Hospital, McGill University; Research InstituteMcGill University Health CentreMontrealQuebecCanada
| | | | - Riccardo Asteggiano
- University of Insubria ‐ Department of Medicine and Surgery; ASST‐settelaghiVareseItaly
- LARC (Laboratorio Analisi e Ricerca Clinica)TurinItaly
| | - Martin R. Cowie
- Royal Brompton Hospital (Guy's& St Thomas' NHS Foundation Trust) & Faculty of Lifesciences & MedicineKing's College LondonLondonUK
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Williams K, Modi RN, Dymond A, Hoare S, Powell A, Burt J, Edwards D, Lund J, Johnson R, Lobban T, Lown M, Sweeting MJ, Thom H, Kaptoge S, Fusco F, Morris S, Lip G, Armstrong N, Cowie MR, Fitzmaurice DA, Freedman B, Griffin SJ, Sutton S, Hobbs FR, McManus RJ, Mant J, Safer Authorship Group T. Cluster randomised controlled trial of screening for atrial fibrillation in people aged 70 years and over to reduce stroke: protocol for the pilot study for the SAFER trial. BMJ Open 2022; 12:e065066. [PMID: 36691194 PMCID: PMC9472173 DOI: 10.1136/bmjopen-2022-065066] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 08/16/2022] [Indexed: 02/02/2023] Open
Abstract
INTRODUCTION Atrial fibrillation (AF) is a common arrhythmia associated with 30% of strokes, as well as other cardiovascular disease, dementia and death. AF meets many criteria for screening, but there is limited evidence that AF screening reduces stroke. Consequently, no countries recommend national screening programmes for AF. The Screening for Atrial Fibrillation with ECG to Reduce stroke (SAFER) trial aims to determine whether screening for AF is effective at reducing risk of stroke. The aim of the pilot study is to assess feasibility of the main trial and inform implementation of screening and trial procedures. METHODS AND ANALYSIS SAFER is planned to be a pragmatic randomised controlled trial (RCT) of over 100 000 participants aged 70 years and over, not on long-term anticoagulation therapy at baseline, with an average follow-up of 5 years. Participants are asked to record four traces every day for 3 weeks on a hand-held single-lead ECG device. Cardiologists remotely confirm episodes of AF identified by the device algorithm, and general practitioners follow-up with anticoagulation as appropriate. The pilot study is a cluster RCT in 36 UK general practices, randomised 2:1 control to intervention, recruiting approximately 12 600 participants. Pilot study outcomes include AF detection rate, anticoagulation uptake and other parameters to incorporate into sample size calculations for the main trial. Questionnaires sent to a sample of participants will assess impact of screening on psychological health. Process evaluation and qualitative studies will underpin implementation of screening during the main trial. An economic evaluation using the pilot data will confirm whether it is plausible that screening might be cost-effective. ETHICS AND DISSEMINATION The London-Central Research Ethics Committee (19/LO/1597) and Confidentiality Advisory Group (19/CAG/0226) provided ethical approval. Dissemination will be via publications, patient-friendly summaries, reports and engagement with the UK National Screening Committee. TRIAL REGISTRATION NUMBER ISRCTN72104369.
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Affiliation(s)
- Kate Williams
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Rakesh Narendra Modi
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Andrew Dymond
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Sarah Hoare
- THIS (The Healthcare Improvement Studies) Institute, University of Cambridge, Cambridge, UK
| | - Alison Powell
- THIS (The Healthcare Improvement Studies) Institute, University of Cambridge, Cambridge, UK
| | - Jenni Burt
- THIS (The Healthcare Improvement Studies) Institute, University of Cambridge, Cambridge, UK
| | - Duncan Edwards
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Jenny Lund
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Rachel Johnson
- Bristol Medical School, University of Bristol, Bristol, UK
| | | | - Mark Lown
- Primary Care Population Sciences and Medical Education, University of Southampton School, Southampton, UK
| | - Michael J Sweeting
- Department of Health Sciences, George Davies Centre, University of Leicester, Leicester, UK
| | - H Thom
- Bristol Medical School, University of Bristol, Bristol, UK
| | - Stephen Kaptoge
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Francesco Fusco
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Stephen Morris
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Gregory Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Natalie Armstrong
- Department of Health Sciences, George Davies Centre, University of Leicester, Leicester, UK
| | - Martin R Cowie
- Guy's & St Thomas' NHS Foundation Trust, Royal Brompton Hospital, London, UK
- Faculty of Life Sciences and Medicine, Kings College London, London, UK
- Faculty of Medicine, National Heart and Lung Institute, Imperial College London, London, UK
| | - David A Fitzmaurice
- Health Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Ben Freedman
- Heart research Institute, Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Simon J Griffin
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- MRC Epidemiology Unit, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Stephen Sutton
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Fd Richard Hobbs
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Richard J McManus
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Jonathan Mant
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - The Safer Authorship Group
- Strangeways Research Laboratory, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
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18
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Watanabe E, Takahashi N, Aronson R, Ohsawa A, Ishibashi Y, Murakawa Y. Systematic Screening for Atrial Fibrillation in Patients at Moderate-to-High Risk of Stroke - Potential to Increase the Atrial Fibrillation Detection Rate (SCAN-AF). Circ J 2022; 86:1245-1251. [PMID: 35125371 DOI: 10.1253/circj.cj-21-0813] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
BACKGROUND To determine the rate of undiagnosed atrial fibrillation (AF) we screened for AF using an oscillometric blood pressure (BP) monitor device followed by a single-lead handheld electrocardiogram (ECG), with confirmation by 12-lead ECG as the reference standard. METHODS AND RESULTS From October 2017 to August 2019, 1,148 patients were enrolled without known AF, who were aged ≥65 years with moderate-to-high stroke risk, at 71 centers in Japan. After exclusion of 7 patients with confirmed AF at the index visit, 1,141 patients were asked to use an oscillometric BP monitor twice daily for 2 weeks (max: 4 weeks) to detect an irregular pulse. The BP monitor detected an irregular pulse in 481 patients, of which 1 patient had confirmed AF. Thereafter, 480 patients were instructed to acquire ECGs twice daily for an additional 2 weeks (max: 4 weeks) using a single-lead handheld ECG device. The handheld ECG device detected irregular rhythm in 41 patients, of which 1 patient had confirmed AF. In total, undiagnosed AF was confirmed in 9 (0.8%) patients of the overall study cohort during the 24-week follow-up period. CONCLUSIONS Sequential use of a BP monitor and handheld ECG for 4 weeks is a practical strategy for identifying undiagnosed AF in Japanese people at heightened risk of stroke.
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Affiliation(s)
- Eiichi Watanabe
- Division of Cardiology, Department of Internal Medicine, Fujita Health University Bantane Hospital
| | - Naohiko Takahashi
- Department of Cardiology and Clinical Examination, Oita University Faculty of Medicine
| | - Ronald Aronson
- Department of Cardiovascular Clinical Development, Bristol Myers Squibb
| | | | | | - Yuji Murakawa
- Fourth Department of Internal Medicine, Teikyo University
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19
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Svennberg E, Tjong F, Goette A, Akoum N, Di Biase L, Bordachar P, Boriani G, Burri H, Conte G, Deharo JC, Deneke T, Drossart I, Duncker D, Han JK, Heidbuchel H, Jais P, de Oliveira Figueiredo MJ, Linz D, Lip GYH, Malaczynska-Rajpold K, Márquez MF, Ploem C, Soejima K, Stiles MK, Wierda E, Vernooy K, Leclercq C, Meyer C, Pisani C, Pak HN, Gupta D, Pürerfellner H, Crijns HJGM, Chavez EA, Willems S, Waldmann V, Dekker L, Wan E, Kavoor P, Turagam MK, Sinner M. How to use digital devices to detect and manage arrhythmias: an EHRA practical guide. Europace 2022; 24:979-1005. [PMID: 35368065 PMCID: PMC11636571 DOI: 10.1093/europace/euac038] [Citation(s) in RCA: 152] [Impact Index Per Article: 50.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Affiliation(s)
- Emma Svennberg
- Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Fleur Tjong
- Heart Center, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Andreas Goette
- St. Vincenz Hospital Paderborn, Paderborn, Germany
- MAESTRIA Consortium/AFNET, Münster, Germany
| | - Nazem Akoum
- Heart Institute, University of Washington School of Medicine, Seattle, WA, USA
| | - Luigi Di Biase
- Albert Einstein College of Medicine at Montefiore Hospital, New York, NY, USA
| | | | - Giuseppe Boriani
- Cardiology Division, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Policlinico di Modena, Modena, Italy
| | - Haran Burri
- Cardiology Department, University Hospital of Geneva, Geneva, Switzerland
| | - Giulio Conte
- Cardiocentro Ticino Institute, Ente Ospedaliero Cantonale, Lugano, Switzerland
| | - Jean Claude Deharo
- Assistance Publique—Hôpitaux de Marseille, Centre Hospitalier Universitaire La Timone, Service de Cardiologie, Marseille, France
- Aix Marseille Université, C2VN, Marseille, France
| | - Thomas Deneke
- Heart Center Bad Neustadt, Bad Neustadt an der Saale, Germany
| | - Inga Drossart
- European Society of Cardiology, Sophia Antipolis, France
- ESC Patient Forum, Sophia Antipolis, France
| | - David Duncker
- Hannover Heart Rhythm Center, Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany
| | - Janet K Han
- Cardiac Arrhythmia Centers, Veterans Affairs Greater Los Angeles Healthcare System and University of California, Los Angeles, CA, USA
| | - Hein Heidbuchel
- Department of Cardiology, Antwerp University Hospital, Antwerp, Belgium
- Cardiovascular Research Group, Antwerp University, Antwerp, Belgium
| | - Pierre Jais
- Bordeaux University Hospital, Bordeaux, France
| | | | - Dominik Linz
- Department of Cardiology, Maastricht University Medical Centre and Cardiovascular Research Institute Maastricht, Maastricht, the Netherlands
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | | | - Manlio F Márquez
- Department of Electrocardiology, Instituto Nacional de Cardiología, Mexico City, Mexico
- Cardiology, Electrophysiology Service, American British Cowdray Medical Center, Mexico City, México
| | - Corrette Ploem
- Department of Ethics, Law and Medical Humanities, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands
| | - Kyoko Soejima
- Kyorin University School of Medicine, Mitaka, Tokyo, Japan
| | - Martin K Stiles
- Waikato Clinical School, University of Auckland, Hamilton, New Zealand
| | - Eric Wierda
- Department of Cardiology, Dijklander Hospital, Hoorn, the Netherlands
| | - Kevin Vernooy
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center, Maastricht, the Netherlands
| | | | - Christian Meyer
- Division of Cardiology/Angiology/Intensive Care, EVK Düsseldorf, Teaching Hospital University of Düsseldorf, Düsseldorf, Germany
| | - Cristiano Pisani
- Arrhythmia Unit, Heart Institute, InCor, University of São Paulo Medical School, São Paulo, Brazil
| | - Hui Nam Pak
- Yonsei University, Severance Cardiovascular Hospital, Yonsei University Health System, Seoul, Republic of Korea
| | - Dhiraj Gupta
- Faculty of Health and Life Sciences, Liverpool Heart and Chest Hospital, University of Liverpool, Liverpool, UK
| | | | - H J G M Crijns
- Em. Professor of Cardiology, University of Maastricht, Maastricht, Netherlands
| | - Edgar Antezana Chavez
- Division of Cardiology, Hospital General de Agudos Dr. Cosme Argerich, Pi y Margall 750, C1155AHB Buenos Aires, Argentina
- Division of Cardiology, Hospital Belga, Antezana 455, C0000 Cochabamba, Bolivia
| | | | - Victor Waldmann
- Electrophysiology Unit, European Georges Pompidou Hospital, Paris, France
- Adult Congenital Heart Disease Unit, European Georges Pompidou Hospital, Paris, France
| | - Lukas Dekker
- Catharina Ziekenhuis Eindhoven, Eindhoven, Netherlands
| | - Elaine Wan
- Cardiology and Cardiac Electrophysiology, Columbia University, New York, NY, USA
| | - Pramesh Kavoor
- Cardiology Department, Westmead Hospital, Westmead, New South Wales, Australia
| | | | - Moritz Sinner
- Univ. Hospital Munich, Campus Grosshadern, Munich, Germany
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20
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Singer DE, Atlas SJ, Go AS, Lopes RD, Lubitz SA, McManus DD, Revkin JH, Mills D, Crosson LA, Lenane JC, Aronson RS. ReducinG stroke by screening for UndiAgnosed atRial fibrillation in elderly inDividuals (GUARD-AF): Rationale and design of the GUARD-AF randomized trial of screening for atrial fibrillation with a 14-day patch-based continuous ECG monitor. Am Heart J 2022; 249:76-85. [PMID: 35472303 DOI: 10.1016/j.ahj.2022.04.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 03/28/2022] [Accepted: 04/19/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Screening for atrial fibrillation (AF) is attractive because AF independently raises the risk of ischemic stroke, this risk is largely reversible by long-term oral anticoagulant therapy (OAC), and many patients with AF remain undiagnosed and untreated. Recent trials of one-time brief screening for AF have not produced a significant increase in the proportion of patients diagnosed with AF. Trials of longer-term screening have demonstrated an increase in AF diagnoses, primarily paroxysmal AF. To date, however, no trials have demonstrated that screening for AF results in lower rates of stroke. Clinical practice guidelines conflict in their level of support for screening for AF. METHODS The GUARD-AF individually randomized trial is designed to test whether screening for AF in individuals age 70 years or greater using a 2-week single-lead electrocardiographic patch monitor can identify patients with undiagnosed AF and lead to treatment with OAC, resulting in a reduced rate of stroke in the screened population. The trial's efficacy end point is hospitalization for stroke (either ischemic or hemorrhagic) and the trial's safety end point is hospitalization for a bleeding event. End points will be ascertained via Medicare claims or electronic health records at 2.5 years after study start. Enrollment is based in primary care practices and the OAC decision for screen-detected cases is left to the patient and their physician. The initial planned target sample size was 52,000, with 26,000 allocated to either screening or to usual care. RESULTS Trial enrollment was severely hampered by the novel coronavirus disease 2019 (COVID-19) pandemic and stopped at a total enrollment of 11,931 participants. Of 5,965 randomized to the screening arm, 5,713 patients (96%) returned monitors with analyzable results. Incidence of screen-detected and clinically detected AF and associated stroke and bleeding outcomes will be ascertained. CONCLUSIONS GUARD-AF is the largest AF screening randomized trial using a longer-term patch-based continuous electrocardiographic monitor. The results will contribute important information on the yield of patch-based AF screening, the "burden" of AF detected (percent time in AF, longest episode), and physicians' OAC decisions as a function of AF burden. GUARD-AF's stroke and bleed results will contribute to pooled trial analyses of AF screening, thereby informing future studies and guidelines.
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Affiliation(s)
- Daniel E Singer
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA.
| | - Steven J Atlas
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA; Harvard Medical School, Boston, MA
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA; Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, San Francisco, CA
| | - Renato D Lopes
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | - Steven A Lubitz
- Harvard Medical School, Boston, MA; Cardiac Arrhythmia Service and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA
| | - David D McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA
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21
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Nadarajah R, Wu J, Frangi AF, Hogg D, Cowan C, Gale CP. What is next for screening for undiagnosed atrial fibrillation? Artificial intelligence may hold the key. EUROPEAN HEART JOURNAL - QUALITY OF CARE AND CLINICAL OUTCOMES 2022; 8:391-397. [PMID: 34940849 PMCID: PMC9170568 DOI: 10.1093/ehjqcco/qcab094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 12/10/2021] [Indexed: 11/14/2022]
Abstract
Atrial fibrillation (AF) is increasingly common, though often undiagnosed, leaving many people untreated and at elevated risk of ischaemic stroke. Current European guidelines do not recommend systematic screening for AF, even though a number of studies have shown that periods of serial or continuous rhythm monitoring in older people in the general population increase detection of AF and the prescription of oral anticoagulation. This article discusses the conflicting results of two contemporary landmark trials, STROKESTOP and the LOOP, which provided the first evidence on whether screening for AF confers a benefit for people in terms of clinical outcomes. The benefit and efficiency of systematic screening for AF in the general population could be optimized by targeting screening to only those at higher risk of developing AF. For this purpose, evidence is emerging that prediction models developed using artificial intelligence in routinely collected electronic health records can provide strong discriminative performance for AF and increase detection rates when combined with rhythm monitoring in a clinical study. We consider future directions for investigation in this field and how this could be best aligned to the current evidence base to target screening in people at elevated risk of stroke.
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Affiliation(s)
- Ramesh Nadarajah
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds , 6 Clarendon Way, Leeds LS2 9DA, UK
- Leeds Institute of Data Analytics, University of Leeds , Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust , Leeds, UK
| | - Jianhua Wu
- Leeds Institute of Data Analytics, University of Leeds , Leeds, UK
- School of Dentistry, University of Leeds , Leeds, UK
| | - Alejandro F Frangi
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds , 6 Clarendon Way, Leeds LS2 9DA, UK
- Leeds Institute of Data Analytics, University of Leeds , Leeds, UK
- Centre for Computational Imaging and Simulation Technologies in Biomedicine (CISTIB), School of Computing, University of Leeds , Leeds, UK
- Alan Turing Institute , London, UK
| | - David Hogg
- School of Computing, University of Leeds , Leeds, UK
| | - Campbell Cowan
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust , Leeds, UK
| | - Chris P Gale
- Leeds Institute for Cardiovascular and Metabolic Medicine, University of Leeds , 6 Clarendon Way, Leeds LS2 9DA, UK
- Leeds Institute of Data Analytics, University of Leeds , Leeds, UK
- Department of Cardiology, Leeds Teaching Hospitals NHS Trust , Leeds, UK
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22
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Yeh CF, Chin YC, Hung W, Huang PI, Lan MY. Vertebral artery stenosis predicts cerebrovascular diseases following radiotherapy for nasopharyngeal carcinoma. Support Care Cancer 2022; 30:5821-5830. [PMID: 35357575 DOI: 10.1007/s00520-022-07011-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 03/22/2022] [Indexed: 11/12/2022]
Abstract
PURPOSE Radiotherapy for nasopharyngeal carcinoma (NPC) may induce cerebrovascular diseases including ischemic stroke and transient ischemic attack (TIA), which can cause severe disability. However, information on the incidence and predictors of cerebrovascular diseases is scarce. This study aimed to estimate the incidence of cerebrovascular diseases following NPC, and attempts to ascertain the predictors of cerebrovascular diseases to facilitate early prevention. METHODS We performed a retrospective cohort study on 655 NPC patients who received radiotherapy between 2006 and 2018 in a medical center. This study analyzed the incidence, clinical and imaging presentation of patients with cerebrovascular diseases. Cox proportional hazard model was used to identify risk factors associated with cerebrovascular diseases following radiotherapy. RESULTS There were 14 patients who developed an ischemic stroke, and 3 patients developed a TIA after a mean follow-up of 5.8 years. Most ischemic events were from large-artery atherosclerosis (76.5%), and the most common symptom of ischemic stroke was unilateral limb weakness (57.1%). The cumulative incidence of ischemic stroke or TIA 15 years after radiotherapy was 9.1% (95% confidence interval [CI] = 4.7-17.2%). Multivariate Cox regression identified vertebral artery stenosis (HR: 18.341; 95% CI = 3.907-86.100; P < 0.001), atrial fibrillation (HR: 13.314; 95% CI = 1.306-135.764; P = 0.029), and hypertension (HR: 7.511; 95% CI = 1.472-38.320; P = 0.015) as independent predictors of ischemic stroke or TIA. CONCLUSION Our study found that NPC patients with vertebral artery stenosis, atrial fibrillation, or hypertension carry a higher risk for ischemic stroke or TIA. Regular assessment of vertebral artery after radiotherapy was suggested.
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Affiliation(s)
- Chien-Fu Yeh
- Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Beitou District, Taipei City, 11217, Taiwan.,Department of Otorhinolaryngology, School of Medicine, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St., Taipei, 11221, Taiwan
| | - Yu-Ching Chin
- Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Beitou District, Taipei City, 11217, Taiwan
| | - Wei Hung
- Department of Medical Education, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Taipei, 11217, Taiwan
| | - Pin-I Huang
- Division of Radiation Oncology, Department of Oncology, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Taipei, 11217, Taiwan
| | - Ming-Ying Lan
- Department of Otorhinolaryngology-Head and Neck Surgery, Taipei Veterans General Hospital, No. 201, Sec. 2, Shipai Rd., Beitou District, Taipei City, 11217, Taiwan. .,Department of Otorhinolaryngology, School of Medicine, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St., Taipei, 11221, Taiwan.
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23
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Lubitz SA, Atlas SJ, Ashburner JM, Trisini Lipsanopoulos AT, Borowsky LH, Guan W, Khurshid S, Ellinor PT, Chang Y, McManus DD, Singer DE. Screening for Atrial Fibrillation in Older Adults at Primary Care Visits: VITAL-AF Randomized Controlled Trial. Circulation 2022; 145:946-954. [PMID: 35232217 PMCID: PMC8960369 DOI: 10.1161/circulationaha.121.057014] [Citation(s) in RCA: 68] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 01/19/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND Undiagnosed atrial fibrillation (AF) may cause preventable strokes. Guidelines differ regarding AF screening recommendations. We tested whether point-of-care screening with a handheld single-lead ECG at primary care practice visits increases diagnoses of AF. METHODS We randomized 16 primary care clinics 1:1 to AF screening using a handheld single-lead ECG (AliveCor KardiaMobile) during vital sign assessments, or usual care. Patients included were ages ≥65 years. Screening results were provided to primary care clinicians at the encounter. All confirmatory diagnostic testing and treatment decisions were made by the primary care clinician. New AF diagnoses during the 1-year follow-up were ascertained electronically and manually adjudicated. Proportions and incidence rates were calculated. Effect heterogeneity was assessed. RESULTS Of 30 715 patients without prevalent AF (n=15 393 screening [91% screened], n=15 322 control), 1.72% of individuals in the screening group had new AF diagnosed at 1 year versus 1.59% in the control group (risk difference, 0.13% [95% CI, -0.16 to 0.42]; P=0.38). In prespecified subgroup analyses, new AF diagnoses in the screening and control groups were greater among those aged ≥85 years (5.56% versus 3.76%, respectively; risk difference, 1.80% [95% CI, 0.18 to 3.30]). The difference in newly diagnosed AF between the screening period and the previous year was marginally greater in the screening versus control group (0.32% versus -0.12%; risk difference, 0.43% [95% CI, -0.01 to 0.84]). The proportion of individuals with newly diagnosed AF who were initiated on oral anticoagulants was not different in the screening (n=194, 73.5%) and control (n=172, 70.8%) arms (risk difference, 2.7% [95% CI, -5.5 to 10.4]). CONCLUSIONS Screening for AF using a single-lead ECG at primary care visits did not affect new AF diagnoses among all individuals aged 65 years or older compared with usual care. REGISTRATION URL: https://www. CLINICALTRIALS gov; Unique identifier: NCT03515057.
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Affiliation(s)
- Steven A. Lubitz
- Demoulas Center for Cardiac Arrhythmias and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Steven J. Atlas
- Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Jeffrey M. Ashburner
- Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | - Leila H. Borowsky
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Wyliena Guan
- University of North Carolina, Chapel Hill, NC, USA
| | - Shaan Khurshid
- Demoulas Center for Cardiac Arrhythmias and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Patrick T. Ellinor
- Demoulas Center for Cardiac Arrhythmias and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Yuchiao Chang
- Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - David D. McManus
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Daniel E. Singer
- Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
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24
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Sarris-Michopoulos P, Magarakis M. Left atrial appendage exclusion in patients with atrial fibrillation: Should it become standard of care? J Card Surg 2022; 37:1139-1141. [PMID: 35174542 DOI: 10.1111/jocs.16334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Revised: 10/04/2021] [Accepted: 01/02/2022] [Indexed: 11/26/2022]
Affiliation(s)
| | - Michael Magarakis
- Division of Cardiothoracic Surgery, Department of Surgery, Cardiac Surgery Section, University of Miami Miller School of Medicine, Miami, Florida, USA
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25
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McIntyre WF, Wang J, Benz AP, Johnson L, Connolly SJ, Van Gelder IC, Lopes RD, Gold MR, Hohnloser SH, Lau CP, Israel CW, Wong JA, Conen D, Healey JS. Estimated incidence of previously undetected atrial fibrillation on a 14-day continuous electrocardiographic monitor and associated risk of stroke. Europace 2022; 24:1058-1064. [DOI: 10.1093/europace/euab324] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 12/20/2021] [Indexed: 11/13/2022] Open
Abstract
Abstract
Aims
There is uncertainty about whether and how to perform screening for atrial fibrillation (AF). To estimate the incidence of previously undetected AF that would be captured using a continuous 14-day ECG monitor and the associated risk of stroke.
Methods and results
We analysed data from a cohort of patients >65 years old with hypertension and a pacemaker, but without known AF. For each participant, we simulated 1000 ECG monitors by randomly selecting 14-day windows in the 6 months following enrolment and calculated the average AF burden (total time in AF). We used Cox proportional hazards models adjusted for CHA2DS2-VASc score to estimate the risk of subsequent ischaemic stroke or systemic embolism (SSE) associated with burdens of AF > and <6 min. Among 2470 participants, the median CHA2DS2-VASc score was 4.0, and 44 patients experienced SSE after 6 months following enrolment. The proportion of participants with an AF burden >6 min was 3.10% (95% CI 2.53–3.72). This was consistent across strata of age and CHA2DS2-VASc scores. Over a mean follow-up of 2.4 years, the rate of SSE among patients with <6 min of AF was 0.70%/year, compared to 2.18%/year (adjusted HR 3.02; 95% CI 1.39–6.56) in those with >6 min of AF.
Conclusions
Approximately 3% of individuals aged >65 years with hypertension may have more than 6 min of AF detected by a 14-day ECG monitor. This is associated with a stroke risk of over 2% per year. Whether oral anticoagulation will reduce stroke in these patients is unknown.
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Affiliation(s)
- William F McIntyre
- Population Health Research Institute, 237 Barton St E C3-109, Hamilton, ON L8L 2X2, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Jia Wang
- Population Health Research Institute, 237 Barton St E C3-109, Hamilton, ON L8L 2X2, Canada
| | - Alexander P Benz
- Population Health Research Institute, 237 Barton St E C3-109, Hamilton, ON L8L 2X2, Canada
| | - Linda Johnson
- Population Health Research Institute, 237 Barton St E C3-109, Hamilton, ON L8L 2X2, Canada
| | - Stuart J Connolly
- Population Health Research Institute, 237 Barton St E C3-109, Hamilton, ON L8L 2X2, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Isabelle C Van Gelder
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Renato D Lopes
- Duke Clinical Research Institute, Duke Medicine, Durham, NC, USA
| | - Michael R Gold
- Division of Cardiology, Medical University of South Carolina, Charleston, SC, USA
| | - Stefan H Hohnloser
- Department of Electrophysiology, J.W. Goetshe University, Frankfurt, Germany
| | - Chu-Pak Lau
- Department of Medicine, Queen Mary Hospital, University of Hong Kong, Hong Kong, China
| | - Carsten W Israel
- Division of Cardiology, Department of Medicine, Evangelical Hospital Bielefeld, Bielefeld, Germany
| | - Jorge A Wong
- Population Health Research Institute, 237 Barton St E C3-109, Hamilton, ON L8L 2X2, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - David Conen
- Population Health Research Institute, 237 Barton St E C3-109, Hamilton, ON L8L 2X2, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Jeff S Healey
- Population Health Research Institute, 237 Barton St E C3-109, Hamilton, ON L8L 2X2, Canada
- Department of Medicine, McMaster University, Hamilton, ON, Canada
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Affiliation(s)
- Nestor Gahungu
- School of Medicine, The University of Notre Dame Australia, Fremantle, Australia
- Department of Cardiology, Royal Perth Hospital, Perth, Australia
| | - Robert Trueick
- Department of Cardiology, Royal Perth Hospital, Perth, Australia
| | - Martin Coopes
- School of Medicine, The University of Notre Dame Australia, Fremantle, Australia
| | - Eli Gabbay
- School of Medicine, The University of Notre Dame Australia, Fremantle, Australia
- Bendat Respiratory Research and Development Fund, SJOG Subiaco, Australia
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Screening for paroxysmal atrial fibrillation in primary care using Holter monitoring and intermittent, ambulatory single-lead electrocardiography. Int J Cardiol 2021; 345:41-46. [PMID: 34687805 DOI: 10.1016/j.ijcard.2021.10.021] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 10/11/2021] [Accepted: 10/15/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Timely detection of atrial fibrillation (AF) is important because of its increased risk of thrombo-embolic events. Single time point screening interventions fall short in detection of paroxysmal AF, which requires prolonged electrocardiographic monitoring, usually using a Holter. However, traditional 24-48 h Holter monitoring is less appropriate for screening purposes because of its low diagnostic yield. Intermittent, ambulatory screening using a single-lead electrocardiogram (1 L-ECG) device can offer a more efficient alternative. METHODS Primary care patients of ≥65 years participated in an opportunistic screening study for AF. We invited patients with a negative 12 L-ECG to wear a Holter monitor for two weeks and to use a MyDiagnostick 1 L-ECG device thrice daily. We report the yield of paroxysmal AF found by Holter monitoring and calculate the diagnostic accuracy of the 1 L-ECG device's built-in AF detection algorithm with the Holter monitor as reference standard. RESULTS We included 270 patients, of whom four had AF in a median of 8.0 days of Holter monitoring, a diagnostic yield of 1.5% (95%-CI: 0.4-3.8%). In 205 patients we performed simultaneous 1 L-ECG screening. For diagnosing AF based on the 1 L-ECG device's AF detection algorithm, sensitivity was 66.7% (95%-CI: 9.4-99.2%), specificity 68.8% (95%-CI: 61.9-75.1%), positive predictive value 3.1% (95%-CI: 1.4-6.8%) and negative predictive value 99.3% (95%-CI: 96.6-99.9%). CONCLUSION We found a low diagnostic yield of paroxysmal AF using Holter monitoring in elderly primary care patients with a negative 12 L-ECG. The diagnostic accuracy of an intermittently, ambulatory used MyDiagnostick 1 L-ECG device as interpreted by its built-in AF detection algorithm is limited.
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Mills MT, Warriner DR. A guide to the management of atrial fibrillation in Santa Claus. Med J Aust 2021; 215:529-531. [PMID: 34897725 DOI: 10.5694/mja2.51341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Revised: 09/06/2021] [Accepted: 09/29/2021] [Indexed: 11/17/2022]
Abstract
•In view of his advanced age and risk factors, Santa Claus is at high risk of developing atrial fibrillation. Despite this, no guidelines exist on the subject. •Following a review of the literature, we present our position on the management of atrial fibrillation in Santa Claus, and propose the use of the SANTA CLAUS mnemonic to aid clinicians: Screen for atrial fibrillation; Anticoagulate; Normalise heart rate; Treat comorbidities; Anti-arrhythmic drugs; Cardioversion; Lifestyle measures; Ablation treatment; Understand emotional and psychological impact; Save Santa Claus.
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Affiliation(s)
- Mark T Mills
- University of Sheffield, Sheffield, United Kingdom.,Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom
| | - David R Warriner
- Doncaster and Bassetlaw, Teaching Hospitals NHS Foundation Trust, Doncaster, United Kingdom.,Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
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Transient vision loss associated with paracentral acute middle maculopathy detected on multi-modal imaging. Am J Ophthalmol Case Rep 2021; 24:101195. [PMID: 34485758 PMCID: PMC8405891 DOI: 10.1016/j.ajoc.2021.101195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 07/16/2021] [Accepted: 08/23/2021] [Indexed: 11/21/2022] Open
Abstract
Purpose To report two patients with transient decreased vision and associated paracentral acute middle maculopathy (PAMM) lesions identified with multi-modal imaging, including what we believe to be the first documented patient of PAMM associated with iron deficiency anemia. Observations Case 1 is a 56-year-old man who experienced transient blurred vision one week following cardiac ablation for atrial fibrillation. Symptoms resolved by the time of presentation and visual acuity was 20/20 in each eye. Ocular examination was unremarkable aside from subtle discoloration within the papillomacular bundle in the right eye. Spectral domain optical coherence tomography (SD-OCT) revealed thickening of the middle retinal layers with a corresponding area of hyporeflectivity on the en face infrared image. This area of hyporeflectivity was confirmed on “structural” SD-OCT angiography, although no flow voids were identified. Fluorescein angiography was normal. Case 2 is a 25-year-old man with no past medical history who noted decreased central vision in his right eye upon awakening. Visual acuity was light perception in the right eye and 20/20 in the left eye. Posterior segment examination in the right eye showed tortuous retinal vessels and subtle pallor involving the superior part of the macula. SD-OCT showed thickening of the middle retinal layers of the superior macula with a corresponding area of hyporeflectivity on the en face infrared image. Systemic work-up was completed and identified severe iron deficiency anemia as the most likely inciting factor. In both cases, visual acuity was 20/20 in each eye at follow-up. Conclusions Small arterial occlusions of the retina remain difficult to diagnose and may represent a sequela of systemic disease. Multi-modal imaging is helpful in equivocal cases with subtle clinical findings. Importance The present case report illustrates the utility of multi-modal imaging in diagnosing transient ischemic events of the retina, and reports what we believe to be the first association of PAMM with iron deficiency anemia.
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Gruwez H, Proesmans T, Evens S, Verbrugge FH, Deferm S, Dauw J, Willems R, Vandervoort P, Haemers P, Pison L. Atrial Fibrillation Population Screening. Card Electrophysiol Clin 2021; 13:531-542. [PMID: 34330379 DOI: 10.1016/j.ccep.2021.04.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Atrial fibrillation (AF) is associated with adverse outcomes. Screening may lead to earlier recognition and treatment of asymptomatic AF. However, most evidence regarding AF applies to clinical AF, with symptoms or electrocardiographic diagnosis. Whether this evidence can be translated toward subclinical AF, without symptoms and detected by novel, more continuous screening devices is uncertain. The diagnostic yield of screening is determined by the screening population, tool, duration and frequency. Longer and more frequent screening in a higher risk population leads to more effective screening. New devices based on photoplethysmography and single-lead electrocardiography increase convenience and the likelihood of cost-effectiveness.
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Affiliation(s)
- Henri Gruwez
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium; Doctoral School of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium; Cardiology Department, Ziekenhuis Oost-Limburg, Schiepse Bos 6, 3600 Genk, Belgium; Cardiology, University hospitals Leuven Herestraat 49, 3000 Leuven, Belgium.
| | - Tine Proesmans
- Qompium, Kempische steenweg, 303 27, 3500, Hasselt, Belgium
| | - Stijn Evens
- Qompium, Kempische steenweg, 303 27, 3500, Hasselt, Belgium
| | - Frederik H Verbrugge
- University Hospital Brussels, Avenue du Laerbeek 101, 1090 Jette, Belgium; Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, Brussels, Belgium; Biomedical Research Institute, Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium
| | - Sébastien Deferm
- Doctoral School of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium; Cardiology Department, Ziekenhuis Oost-Limburg, Schiepse Bos 6, 3600 Genk, Belgium
| | - Jeroen Dauw
- Doctoral School of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium; Cardiology Department, Ziekenhuis Oost-Limburg, Schiepse Bos 6, 3600 Genk, Belgium
| | - Rik Willems
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium; Cardiology, University hospitals Leuven Herestraat 49, 3000 Leuven, Belgium
| | - Pieter Vandervoort
- Doctoral School of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium; Cardiology Department, Ziekenhuis Oost-Limburg, Schiepse Bos 6, 3600 Genk, Belgium
| | - Peter Haemers
- Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium; Cardiology, University hospitals Leuven Herestraat 49, 3000 Leuven, Belgium
| | - Laurent Pison
- Cardiology Department, Ziekenhuis Oost-Limburg, Schiepse Bos 6, 3600 Genk, Belgium
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Ronsoni RM, Saffi MAL, Gonçalves MVM, Nakayama IH, Luz Leiria TL. A New Vision at the Interface of Atrial Fibrillation and Stroke. Front Cardiovasc Med 2021; 8:689313. [PMID: 34434974 PMCID: PMC8380765 DOI: 10.3389/fcvm.2021.689313] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 07/12/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction: Current evidence questions the linear sequence traditionally described in atrial fibrillation, blood stasis, intracavitary thrombus, and embolization to the central nervous system. Currently, new perspectives have been described based on questions from the linearly traditional chronology of events; it is within this scope that the article has its objective. Evidences: The association of the two entities is biologically plausible and supported by different cohorts with a higher risk of developing atrial fibrillation, especially in the cardioembolic form. Concepts (temporal dissociation, biological gradient, etc.) determine the existence of other factors associated with cardioembolism, not exclusively by atrial fibrillation. The entire cascade of events associated with myopathy and atrial remodeling can generate damage to the myocyte and amplify the prothrombotic status. It is important to clarify that atrial myopathy can present itself as atrial fibrillation initially or not, but should always be considered thrombogenic in all the contexts of their clinical presentation. Considering atrial heart disease as a cause of embolic stroke, it could explain that one-third of strokes are considered cryptogenic. Conclusions: The traditional model exclusively associating the presence of atrial fibrillation in the genesis of thromboembolism is incomplete. The concept of atrial cardiopathy where cardioembolism occurs in a non-atrial fibrillation dependent manner fits better with current data. The future challenge is to effectively detect the various manifestations of atrial heart disease, generating direct implications for the identification of patients at risk of stroke and also for better management after a cardioembolic event.
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Affiliation(s)
- Rafael M Ronsoni
- Electrophysiology Department, Instituto de Ritmologia Cardíaca, Joinville, Brazil.,Department of Medicine, Universidade da Região de Joinville, Joinville, Brazil
| | | | | | | | - Tiago Luiz Luz Leiria
- Programa de Pós-Graduação em Ciências da Saúde - Instituto de Cardiologia do Rio Grande do Sul/Fundação Universitária de Cardiologia, Porto Alegre, Brazil
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Schnabel RB, Wallenhorst C, Engler D, Blankenberg S, Pfeiffer N, Spruenker NA, Buettner M, Michal M, Lackner KJ, Münzel T, Wild PS, Martinez C, Freedman B. Refined atrial fibrillation screening and cost-effectiveness in the German population. Heart 2021; 108:451-457. [PMID: 34376487 PMCID: PMC8899485 DOI: 10.1136/heartjnl-2020-318882] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 06/11/2021] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVE Little is known on optimal screening population for detecting new atrial fibrillation (AF) in the community. We describe characteristics and estimate cost-effectiveness for a single timepoint electrocardiographic screening. METHODS We performed a 12-lead ECG in the German population-based Gutenberg Health Study between 2007 and 2012 (n=15 010), mean age 55±11 years, 51% men and collected more than 120 clinical and biomarker variables, including N-terminal pro B-type natriuretic peptide (Nt-proBNP), risk factors, disease symptoms and echocardiographic variables. RESULTS Of 15 010 individuals, 466 (3.1%) had AF. New AF was found in 32 individuals, 0.2% of the total sample, 0.5% of individuals aged 65-74 years and predominantly men (86%). The classical risk factor burden was high in individuals with new AF. The median estimated stroke risk was 2.2%/year, while risk of developing heart failure was 21% over 10 years. In the 65-74 year age group, the cost per quality-adjusted life-year gained resulting from a single timepoint screening was €30 361. In simulations, the costs were highly sensitive to AF detection rates, proportion of treatment and type of oral anticoagulant. Prescreening by Nt-proBNP measurements was not cost-effective in the current setting. CONCLUSIONS In our middle-aged population cohort, we identified 0.2% new AF by single timepoint screening. There was a significant estimated risk of stroke and heart failure in these individuals. Cost-effectiveness for screening may be reached in individuals aged 65 years and older. The simple age cut-off is not improved by using Nt-proBNP as a biomarker to guide a screening programme.
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Affiliation(s)
- Renate B Schnabel
- Department of Cardiology, University Heart Center Hamburg, Hamburg, Germany
| | | | - Daniel Engler
- Department of Cardiology, Universitäres Herzzentrum Hamburg (UHZ), Hamburg, Germany
| | - Stefan Blankenberg
- Clinic for General and Interventional Cardiology, University Heart Center Hamburg, Hamburg, Germany
| | - Norbert Pfeiffer
- Department of Ophthalmology, University Medical Center, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Ngoc Anh Spruenker
- University Heart and Vascular Center Hamburg Eppendorf, Hamburg, Germany
| | - Matthias Buettner
- Institute of Medical Biostatistics, Epidemiology and Informatics, University Medical Center, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Matthias Michal
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University Mainz, Hamburg, Germany
| | - Karl J Lackner
- Institute of Clinical Chemistry and Laboratory Medicine, University Medical Center Mainz, Mainz, Germany
| | - Thomas Münzel
- Department of Medicine 2, University Medical Center Mainz, Mainz, Germany
| | - Philipp S Wild
- Department of Preventive Cardiology and Preventive Medicine, University Medical Center Mainz, Mainz, Rhineland-Palatinate, Germany
| | - Carlos Martinez
- Institute for Epidemiology, Statistics and Informatics GmbH, Frankfurt, Germany
| | - Ben Freedman
- University of Sydney, Charles Perkins Centre, Heart Research Institute, Sydney, New South Wales, Australia
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Thijs V, Witte KK, Guarnieri C, Makino K, Tilden D, Gillespie J, Huynh M. Cost-effectiveness of insertable cardiac monitors for diagnosis of atrial fibrillation in cryptogenic stroke in Australia. J Arrhythm 2021; 37:1077-1085. [PMID: 34386135 PMCID: PMC8339089 DOI: 10.1002/joa3.12586] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 06/07/2021] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION Detection of atrial fibrillation (AF) is required to initiate oral anticoagulation (OAC) after cryptogenic stroke (CS). However, paroxysmal AF can be difficult to diagnose with short term cardiac monitoring. Taking an Australian payer perspective, we evaluated whether long-term continuous monitoring for 3 years with an insertable cardiac monitor (ICM) is cost-effective for preventing recurrent stroke in patients with CS. METHODS A lifetime Markov model was developed to simulate the follow-up of patients, comparing long-term continuous monitoring with an ICM to monitoring by conventional care. We used a linked evidence approach to estimate the rates of recurrent stroke when AF detection leads to initiation of OAC, as detected using ICM during the lifetime of the device or as detected using usual care. All diagnostic and patient management costs were modeled. Other model inputs were determined by literature review. Probabilistic sensitivity analysis (PSA) was undertaken to explore the effect of parameter uncertainty according to CHADS2 score and OAC treatment effect. RESULTS In the base-case analysis, the model predicted an incremental cost-effectiveness ratio (ICER) of A$29 570 per quality-adjusted life year (QALY). Among CHADS2 subgroups analyses, the ICER ranged from A$26 342/QALY (CHADS2 = 6) to A$42 967/QALY (CHADS2 = 2). PSA suggested that the probabilities of ICM strategy being cost-effective were 53.4% and 78.7%, at thresholds of $30 000 (highly cost-effective) and $50 000 per QALY (cost-effective), respectively. CONCLUSIONS Long-term continuous monitoring with an ICM is a cost-effective intervention to prevent recurrent stroke in patients following CS in the Australian context.
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Affiliation(s)
- Vincent Thijs
- Florey Institute of Neuroscience and Mental HealthUniversity of MelbourneParkvilleVictoriaAustralia
| | - Klaus K. Witte
- Division of Cardiovascular and Diabetes ResearchUniversity of LeedsLeedsUK
| | | | - Koji Makino
- THEMA Consulting Pty Ltd.PyrmontNew South WalesAustralia
| | - Dominic Tilden
- THEMA Consulting Pty Ltd.PyrmontNew South WalesAustralia
| | - John Gillespie
- Medtronic Australasia Pty Ltd.Macquarie ParkNew South WalesAustralia
| | - Marianne Huynh
- Medtronic Australasia Pty Ltd.Macquarie ParkNew South WalesAustralia
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Lubitz SA, Faranesh AZ, Atlas SJ, McManus DD, Singer DE, Pagoto S, Pantelopoulos A, Foulkes AS. Rationale and design of a large population study to validate software for the assessment of atrial fibrillation from data acquired by a consumer tracker or smartwatch: The Fitbit heart study. Am Heart J 2021; 238:16-26. [PMID: 33865810 DOI: 10.1016/j.ahj.2021.04.003] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Accepted: 04/11/2021] [Indexed: 12/31/2022]
Abstract
BACKGROUND Early detection of atrial fibrillation or flutter (AF) may enable prevention of downstream morbidity. Consumer wrist-worn wearable technology is capable of detecting AF by identifying irregular pulse waveforms using photoplethysmography (PPG). The validity of PPG-based software algorithms for AF detection requires prospective assessment. METHODS The Fitbit Heart Study (NCT04380415) is a single-arm remote clinical trial examining the validity of a novel PPG-based software algorithm for detecting AF. The proprietary Fitbit algorithm examines pulse waveform intervals during analyzable periods in which participants are sufficiently stationary. Fitbit consumers with compatible wrist-worn trackers or smartwatches were invited to participate. Enrollment began May 6, 2020 and as of October 1, 2020, 455,699 participants enrolled. Participants in whom an irregular heart rhythm was detected were invited to attend a telehealth visit and eligible participants were then mailed a one-week single lead electrocardiographic (ECG) patch monitor. The primary study objective is to assess the positive predictive value of an irregular heart rhythm detection for AF during the ECG patch monitor period. Additional objectives will examine the validity of irregular pulse tachograms during subsequent heart rhythm detections, self-reported AF diagnoses and treatments, and relations between irregular heart rhythm detections and AF episode duration and time spent in AF. CONCLUSIONS The Fitbit Heart Study is a large-scale remote clinical trial comprising a unique software algorithm for detection of AF. The study results will provide critical insights into the use of consumer wearable technology for AF detection, and for characterizing the nature of AF episodes detected using consumer-based PPG technology.
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Gahungu N, Shariar A, Playford D, Judkins C, Gabbay E. Transfer learning artificial intelligence for automated detection of atrial fibrillation in patients undergoing evaluation for suspected obstructive sleep apnoea: a feasibility study. Sleep Med 2021; 85:166-171. [PMID: 34340198 DOI: 10.1016/j.sleep.2021.07.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 07/05/2021] [Accepted: 07/09/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Individuals with obstructive sleep apnoea (OSA) experience a higher burden of atrial fibrillation (AF) than the general population, and many cases of AF remain undetected. We tested the feasibility of an artificial intelligence (AI) approach to opportunistic detection of AF from single-lead electrocardiograms (ECGs) which are routinely recorded during in-laboratory polysomnographic sleep studies. METHODS Using transfer learning, an existing ECG AI model was applied to 1839 single-lead ECG traces recorded during in-laboratory sleep studies without any training of the algorithm. Manual review of all traces was performed by two trained clinicians who were blinded to each other's review. Discrepancies between the two investigators were resolved by two cardiologists who were also unaware of each other's scoring. The diagnostic accuracy of the AI algorithm was calculated against the results of the manual ECG review which were considered gold standard. RESULTS Manual review identified AF in 144 of the 1839 single-lead ECGs (7.8%). The AI detected all cases of manually confirmed AF (sensitivity = 100%, 95% CI: 97.5-100.0). The AI model misclassified many ECGs with artefacts as AF, resulting in a specificity of 76.0 (95% CI: 73.9-78.0), and an overall diagnostic accuracy of 77.9% (95% CI: 75.9%-97.8%). CONCLUSION Transfer learning AI, without additional training, can be successfully applied to disparate ECG signals, with excellent negative predictive values, and can exclude AF among patients undergoing evaluation for suspected OSA. Further signal-specific training is likely to improve the AI's specificity and decrease the need for manual verification.
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Affiliation(s)
- Nestor Gahungu
- School of Medicine, The University of Notre Dame Australia, 21 Henry St., Fremantle, WA, 6160, Australia; Department of Medicine, Royal Perth Hospital, 197 Wellington Street, Perth, WA, 6000, Australia.
| | - Afsin Shariar
- Department of Medicine, Royal Perth Hospital, 197 Wellington Street, Perth, WA, 6000, Australia
| | - David Playford
- School of Medicine, The University of Notre Dame Australia, 21 Henry St., Fremantle, WA, 6160, Australia
| | - Christopher Judkins
- School of Medicine, The University of Notre Dame Australia, 21 Henry St., Fremantle, WA, 6160, Australia; Department of Cardiology, Mount Hospital, 150 Mounts Bay Rd, Perth, WA, 6000, Australia
| | - Eli Gabbay
- School of Medicine, The University of Notre Dame Australia, 21 Henry St., Fremantle, WA, 6160, Australia; Bendat Respiratory Research and Development Fund, SJOG Subiaco, WA, 6008, Australia
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Gibbs H, Freedman B, Rosenqvist M, Virdone S, Mahmeed WA, Ambrosio G, Camm AJ, Jacobson B, Jerjes-Sanchez C, Kayani G, Oto A, Panchenko E, Ragy H, Kakkar AK. Clinical Outcomes in Asymptomatic and Symptomatic Atrial Fibrillation Presentations in GARFIELD-AF: Implications for AF Screening. Am J Med 2021; 134:893-901.e11. [PMID: 33607088 DOI: 10.1016/j.amjmed.2021.01.017] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 01/13/2021] [Accepted: 01/14/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Asymptomatic atrial fibrillation is often detected incidentally. Prognosis and optimal therapy for asymptomatic compared with symptomatic atrial fibrillation is uncertain. This study compares clinical characteristics, treatment, and 2-year outcomes of asymptomatic and symptomatic atrial fibrillation presentations. METHODS Global Anticoagulant Registry in the Field-Atrial Fibrillation (GARFIELD-AF) is a global, prospective, observational study of newly diagnosed atrial fibrillation with ≥1 stroke risk factors (http://www.clinicaltrials.gov, unique identifier: NCT01090362). Patients were characterized by atrial fibrillation-related symptoms at presentation and the CHA2DS2-VASc score. Two-year follow-up recorded anticoagulation patterns (vitamin K antagonist, direct oral anticoagulants, parenteral therapy) and outcomes (stroke/systemic embolism, all-cause mortality, and bleeding). RESULTS At presentation, of 52,032 eligible patients, 25.4% were asymptomatic and 74.6% symptomatic. Asymptomatic patients were slightly older (72 vs 70 years), more often male (64.2% vs 52.9%), and more frequently initiated on anticoagulation ± antiplatelets (69.4% vs 66.0%). No difference in events (adjusted hazard ratios, 95% confidence interval) for nonhemorrhagic stroke/systemic embolism (1.19, 0.97-1.45), all-cause mortality (1.06, 0.94-1.20), or bleeding (1.02, 0.87-1.19) was observed. Anticoagulation was associated with comparable reduction in nonhemorrhagic stroke/systemic embolism (0.59, 0.43-0.82 vs 0.78, 0.65-0.93) and all-cause mortality (0.69, 0.59-0.81 vs 0.77, 0.71-0.85) in asymptomatic versus symptomatic, respectively. CONCLUSIONS Major outcomes do not differ between asymptomatic and symptomatic atrial fibrillation presentations and are comparably reduced by anticoagulation. Opportunistic screening-detected asymptomatic atrial fibrillation likely has the same prognosis as asymptomatic atrial fibrillation at presentation and likely responds similarly to anticoagulation thromboprophylaxis.
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Affiliation(s)
- Harry Gibbs
- The Alfred Hospital, Melbourne, VIC, Australia
| | - Ben Freedman
- Heart Research Institute, Charles Perkins Centre, and Sydney School of Medicine, University of Sydney, Sydney, NSW, Australia.
| | - Mårten Rosenqvist
- Karolinska Institutet, Danderyd University Hospital, Stockholm, Sweden
| | | | - Wael Al Mahmeed
- Heart and Vascular Institute, Cleveland Clinic Abu Dhabi, Abu Dhabi, United Arab Emirates
| | | | - A John Camm
- St George's University of London, London, UK
| | - Barry Jacobson
- Johannesburg Hospital, University of the Witwatersrand, Johannesburg, South Africa
| | - Carlos Jerjes-Sanchez
- Escuela de Medicina y Ciencias de la Salud, Tecnologico de Monterrey, Instituto de Cardiologia y Medicina Vascular, TEC Salud, Monterrey, Mexico
| | | | - Ali Oto
- Hacettepe University, Ankara, Turkey
| | | | | | - Ajay K Kakkar
- Thrombosis Research Institute, London, UK; University College London, London, UK
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Kemp Gudmundsdottir K, Fredriksson T, Svennberg E, Al-Khalili F, Friberg L, Frykman V, Hijazi Z, Rosenqvist M, Engdahl J. Stepwise mass screening for atrial fibrillation using N-terminal B-type natriuretic peptide: the STROKESTOP II study. Europace 2021; 22:24-32. [PMID: 31790147 PMCID: PMC6945054 DOI: 10.1093/europace/euz255] [Citation(s) in RCA: 79] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2019] [Accepted: 08/18/2019] [Indexed: 12/28/2022] Open
Abstract
Aims To study the prevalence of unknown atrial fibrillation (AF) in a high-risk, 75/76-year-old, population using N-terminal B-type natriuretic peptide (NT-proBNP) and handheld electrocardiogram (ECG) recordings in a stepwise screening procedure. Methods and results The STROKESTOP II study is a population-based cohort study in which all 75/76-year-old in the Stockholm region (n = 28 712) were randomized 1:1 to be invited to an AF screening programme or to serve as the control group. Participants without known AF had NT-proBNP analysed and were stratified into low-risk (NT-proBNP <125 ng/L) and high-risk (NT-proBNP ≥125 ng/L) groups. The high-risk group was offered extended ECG-screening, whereas the low-risk group performed only one single-lead ECG recording. In total, 6868 individuals accepted the screening invitation of which 6315 (91.9%) did not have previously known AF. New AF was detected in 2.6% [95% confidence interval (CI) 2.2–3.0] of all participants without previous AF. In the high-risk group (n = 3766/6315, 59.6%), AF was diagnosed in 4.4% (95% CI 3.7–5.1) of the participants. Out of these, 18% had AF on their index-ECG. In the low-risk group, one participant was diagnosed with AF on index-ECG. The screening procedure resulted in an increase in known prevalence from 8.1% to 10.5% among participants. Oral anticoagulant treatment was initiated in 94.5% of the participants with newly diagnosed AF. Conclusion N-terminal B-type natriuretic peptide-stratified systematic screening for AF identified 4.4% of the high-risk participants with new AF. Oral anticoagulant treatment initiation was well accepted in the group diagnosed with new AF.
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Affiliation(s)
- Katrin Kemp Gudmundsdottir
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Tove Fredriksson
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Emma Svennberg
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Faris Al-Khalili
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Leif Friberg
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Viveka Frykman
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Ziad Hijazi
- Department of Medical Sciences, Cardiology, Uppsala University, Uppsala, Sweden
| | - Mårten Rosenqvist
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Johan Engdahl
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
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Hamad AKS. New Technologies for Detection and Management of Atrial Fibrillation. J Saudi Heart Assoc 2021; 33:169-176. [PMID: 34249609 PMCID: PMC8260036 DOI: 10.37616/2212-5043.1256] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 04/28/2021] [Accepted: 05/05/2021] [Indexed: 11/20/2022] Open
Abstract
Atrial fibrillation (AF) is a common and prevalent form of arrhythmia. It is associated with various morbidities with stroke being the major hazard. Since AF is often reported to be asymptomatic, many individuals remain unaware of their condition and may not receive the requisite treatment. Hence, screening for AF has gained substantial attention recently. Growing advancement in technology has paved way for numerous approaches for AF screening using medical-prescribed devices as well as consumer electronic devices. However, there still lies scope for large-scale randomized trials which would explore additional aspects associated with AF. This review very concisely summarizes AF, screening, present technology, current literature and clinical studies associated with it.
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Affiliation(s)
- Adel Khalifa Sultan Hamad
- Department of Electrophysiology, Mohammed bin Khalifa bin Salman Al Khaliifa Cardiac Centre, Bahrain
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39
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Halvaei H, Svennberg E, Sörnmo L, Stridh M. Identification of Transient Noise to Reduce False Detections in Screening for Atrial Fibrillation. Front Physiol 2021; 12:672875. [PMID: 34149452 PMCID: PMC8212862 DOI: 10.3389/fphys.2021.672875] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 04/19/2021] [Indexed: 11/13/2022] Open
Abstract
Screening for atrial fibrillation (AF) with a handheld device for recording the ECG is becoming increasingly popular. The poorer signal quality of such ECGs may lead to false detection of AF, often caused by transient noise. Consequently, the need for expert review in AF screening can become extensive. A convolutional neural network (CNN) is proposed for transient noise identification in AF detection. The network is trained using the events produced by a QRS detector, classified into either true beat detections or false detections. The CNN and a low-complexity AF detector are trained and tested using the StrokeStop I database, containing 30-s ECGs from mass screening for AF in the elderly population. Performance evaluation of the CNN-based quality control using a subset of the database resulted in sensitivity, specificity, and accuracy of 96.4, 96.9, and 96.9%, respectively. By inserting the CNN before the AF detector, the false AF detections were reduced by 22.5% without any loss in sensitivity. The results show that the number of recordings calling for expert review can be significantly reduced thanks to the identification of transient noise. The reduction of false AF detections is directly linked to the time and cost spent on expert review.
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Affiliation(s)
- Hesam Halvaei
- Department of Biomedical Engineering, Lund University, Lund, Sweden
| | - Emma Svennberg
- Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Leif Sörnmo
- Department of Biomedical Engineering, Lund University, Lund, Sweden
| | - Martin Stridh
- Department of Biomedical Engineering, Lund University, Lund, Sweden
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40
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Freedman B, Hindricks G, Banerjee A, Baranchuk A, Ching CK, Du X, Fitzsimons D, Healey JS, Ikeda T, Lobban TCA, Mbakwem A, Narasimhan C, Neubeck L, Noseworthy P, Philbin DM, Pinto FJ, Rwebembera J, Schnabel RB, Svendsen JH, Aguinaga L, Arbelo E, Böhm M, Farhan HA, Hobbs FDR, Martínez-Rubio A, Militello C, Naik N, Noubiap JJ, Perel P, Piñeiro DJ, Ribeiro AL, Stepinska J. World Heart Federation Roadmap on Atrial Fibrillation - A 2020 Update. Glob Heart 2021; 16:41. [PMID: 34211827 PMCID: PMC8162289 DOI: 10.5334/gh.1023] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 05/06/2021] [Indexed: 02/06/2023] Open
Abstract
The World Heart Federation (WHF) commenced a Roadmap initiative in 2015 to reduce the global burden of cardiovascular disease and resultant burgeoning of healthcare costs. Roadmaps provide a blueprint for implementation of priority solutions for the principal cardiovascular diseases leading to death and disability. Atrial fibrillation (AF) is one of these conditions and is an increasing problem due to ageing of the world's population and an increase in cardiovascular risk factors that predispose to AF. The goal of the AF roadmap was to provide guidance on priority interventions that are feasible in multiple countries, and to identify roadblocks and potential strategies to overcome them. Since publication of the AF Roadmap in 2017, there have been many technological advances including devices and artificial intelligence for identification and prediction of unknown AF, better methods to achieve rhythm control, and widespread uptake of smartphones and apps that could facilitate new approaches to healthcare delivery and increasing community AF awareness. In addition, the World Health Organisation added the non-vitamin K antagonist oral anticoagulants (NOACs) to the Essential Medicines List, making it possible to increase advocacy for their widespread adoption as therapy to prevent stroke. These advances motivated the WHF to commission a 2020 AF Roadmap update. Three years after the original Roadmap publication, the identified barriers and solutions were judged still relevant, and progress has been slow. This 2020 Roadmap update reviews the significant changes since 2017 and identifies priority areas for achieving the goals of reducing death and disability related to AF, particularly targeted at low-middle income countries. These include advocacy to increase appreciation of the scope of the problem; plugging gaps in guideline management and prevention through physician education, increasing patient health literacy, and novel ways to increase access to integrated healthcare including mHealth and digital transformations; and greater emphasis on achieving practical solutions to national and regional entrenched barriers. Despite the advances reviewed in this update, the task will not be easy, but the health rewards of implementing solutions that are both innovative and practical will be great.
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Affiliation(s)
- Ben Freedman
- Heart Research Institute, University of Sydney, Sydney, AU
| | | | | | | | | | - Xin Du
- Beijing Anzhen Hospital, Capital Medical University, CN
| | | | | | | | - Trudie C. A. Lobban
- Arrhythmia Alliance & Atrial Fibrillation Association, Stratford Upon Avon, UK
| | - Amam Mbakwem
- Lagos University Teaching Hospital, Idi Araba, Lagos, NG
| | | | | | | | | | - Fausto J. Pinto
- Santa Maria University Hospital (CHULN), CAML, CCUL, Lisboa, PT
| | | | | | | | | | - Elena Arbelo
- Hospital Clinic de Barcelona, Universitat de Barcelona, ES
| | - Michael Böhm
- Universitätsklinikum des Saarlandes, Hornburg/Saar, DE
| | | | | | | | | | - Nitish Naik
- All India Institute of Medical Sciences, New Delhi, IN
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41
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Sandgren E, Wickbom A, Kalm T, Ahlsson A, Edvardsson N, Engdahl J. The contribution of intermittent handheld electrocardiogram and continuous electrocardiogram monitoring with an implantable loop recorder to detect incident and recurrent atrial fibrillation during 1 year after coronary artery bypass graft surgery: A prospective cohort study. Heart Rhythm O2 2021; 2:247-254. [PMID: 34337575 PMCID: PMC8322816 DOI: 10.1016/j.hroo.2021.05.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Background Atrial fibrillation (AF) is common after coronary artery bypass graft (CABG) surgery. Objective To evaluate the incidence and recurrence rate of AF during 1 year after CABG surgery. We also aimed at calculating the AF burden and compare long-term intermittent vs continuous electrocardiogram (ECG) monitoring. Methods Forty patients scheduled for CABG surgery were equipped with an implantable loop recorder (ILR). After discharge, they carried out handheld ECG 3 times daily during the first 30 postoperative days and during 2 weeks at 3 and 12 months. During hospital stay they were monitored with telemetry. Results Altogether 27 of 40 (68%) patients were diagnosed with AF, 24 during the first month (21 in-hospital and 3 after discharge) and 3 during months 2–12. Three patients progressed into persistent AF. In addition, 17 patients had AF recurrence, 9 of them after the first 30 days. In patients with paroxysmal AF, the AF burden was low, 0.1% (interquartile range [IQR] 0.02%–0.3%). Patients with AF had higher CHA2DS2-VASc scores than non-AF patients: median 4 (IQR 3–4) and 3 (IQR 2–3.5), respectively, P = .006. The handheld ECG identified 45% (9/20) of the patients with AF episodes identified with continuous ECG monitoring with the ILR after discharge from hospital, P = .001. Conclusions Patients with AF during the postoperative hospitalization showed a high likelihood of recurrent AF, usually within 30 days. Continuous ECG monitoring with an ILR was superior to the handheld ECG for detecting patients with AF. The AF burden was low.
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Affiliation(s)
- Emma Sandgren
- Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, Stockholm, Sweden.,Department of Medicine, Halland Hospital Varberg, Varberg, Sweden
| | - Anders Wickbom
- Department of Cardiothoracic and Vascular Surgery, Örebro University Hospital, Örebro, Sweden
| | - Torbjörn Kalm
- Department of Cardiothoracic and Vascular Surgery, Örebro University Hospital, Örebro, Sweden
| | - Anders Ahlsson
- Department of Cardiothoracic Surgery, Karolinska University Hospital, Stockholm, Sweden
| | - Nils Edvardsson
- Sahlgrenska Academy at Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Johan Engdahl
- Department of Clinical Sciences, Karolinska Institutet, Danderyd University Hospital, Stockholm, Sweden
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42
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Hindricks G, Potpara T, Dagres N, Arbelo E, Bax JJ, Blomström-Lundqvist C, Boriani G, Castella M, Dan GA, Dilaveris PE, Fauchier L, Filippatos G, Kalman JM, Meir ML, Lane DA, Lebeau JP, Lettino M, Lip GY, Pinto FJ, Neil Thomas G, Valgimigli M, Van Gelder IC, Van Putte BP, Watkins CL. Guía ESC 2020 sobre el diagnóstico y tratamiento de la fibrilación auricular, desarrollada en colaboración de la European Association of Cardio-Thoracic Surgery (EACTS). Rev Esp Cardiol 2021. [DOI: 10.1016/j.recesp.2020.10.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Varma N, Cygankiewicz I, Turakhia M, Heidbuchel H, Hu Y, Chen LY, Couderc J, Cronin EM, Estep JD, Grieten L, Lane DA, Mehra R, Page A, Passman R, Piccini J, Piotrowicz E, Piotrowicz R, Platonov PG, Ribeiro AL, Rich RE, Russo AM, Slotwiner D, Steinberg JS, Svennberg E. 2021 ISHNE/HRS/EHRA/APHRS collaborative statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society. J Arrhythm 2021; 37:271-319. [PMID: 33850572 PMCID: PMC8022003 DOI: 10.1002/joa3.12461] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 08/03/2020] [Indexed: 02/06/2023] Open
Abstract
This collaborative statement from the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society describes the current status of mobile health ("mHealth") technologies in arrhythmia management. The range of digital medical tools and heart rhythm disorders that they may be applied to and clinical decisions that may be enabled are discussed. The facilitation of comorbidity and lifestyle management (increasingly recognized to play a role in heart rhythm disorders) and patient self-management are novel aspects of mHealth. The promises of predictive analytics but also operational challenges in embedding mHealth into routine clinical care are explored.
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Affiliation(s)
| | | | | | | | - Yufeng Hu
- Taipei Veterans General HospitalTaipeiTaiwan
| | | | | | | | | | | | | | | | - Alex Page
- University of RochesterRochesterNYUSA
| | - Rod Passman
- Northwestern University Feinberg School of MedicineChicagoILUSA
| | | | | | | | | | - Antonio Luiz Ribeiro
- Faculdade de MedicinaCentro de TelessaúdeHospital das Clínicasand Departamento de Clínica MédicaUniversidade Federal de Minas GeraisBelo HorizonteBrazil
| | | | | | - David Slotwiner
- Cardiology DivisionNewYork‐Presbyterian Queensand School of Health Policy and ResearchWeill Cornell MedicineNew YorkNYUSA
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44
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Sandhu RK, Healey JS. Is Screening for Atrial Fibrillation and Its Risk Factors Useful and Cost-Effective? Card Electrophysiol Clin 2021; 13:235-241. [PMID: 33516401 DOI: 10.1016/j.ccep.2020.10.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Atrial fibrillation (AF) is a major, preventable cause of stroke, whose prevalence is increasing with the aging of the population. There are safe and effective anticoagulation therapies to prevent stroke and new technologies that can identify AF in asymptomatic individuals. Ongoing research will determine if AF screening is cost-effective and will define the best screening strategies. The effectiveness of AF screening can be enhanced by simultaneously screening for the cardiovascular conditions that predispose to the development and progression of AF and its complications. Future studies evaluating an integrated screening program on outcomes, health care utilization, and cost are needed.
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Affiliation(s)
- Roopinder K Sandhu
- Mazankowski Alberta Heart Institute, University of Alberta, 8440-112 Street, 2C2 WMC, Edmonton, Alberta T6G 2B7, Canada
| | - Jeff S Healey
- Population Health Research Institute, McMaster University, 237 Barton Street, C3-121, Hamilton, Ontario L8L 2X2, Canada.
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45
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Varma N, Cygankiewicz I, Turakhia M, Heidbuchel H, Hu Y, Chen LY, Couderc J, Cronin EM, Estep JD, Grieten L, Lane DA, Mehra R, Page A, Passman R, Piccini J, Piotrowicz E, Piotrowicz R, Platonov PG, Ribeiro AL, Rich RE, Russo AM, Slotwiner D, Steinberg JS, Svennberg E. 2021 ISHNE/ HRS/ EHRA/ APHRS collaborative statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society. Ann Noninvasive Electrocardiol 2021; 26:e12795. [PMID: 33513268 PMCID: PMC7935104 DOI: 10.1111/anec.12795] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 08/03/2020] [Indexed: 02/06/2023] Open
Abstract
This collaborative statement from the International Society for Holter and Noninvasive Electrocardiology/ Heart Rhythm Society/ European Heart Rhythm Association/ Asia Pacific Heart Rhythm Society describes the current status of mobile health ("mHealth") technologies in arrhythmia management. The range of digital medical tools and heart rhythm disorders that they may be applied to and clinical decisions that may be enabled are discussed. The facilitation of comorbidity and lifestyle management (increasingly recognized to play a role in heart rhythm disorders) and patient self-management are novel aspects of mHealth. The promises of predictive analytics but also operational challenges in embedding mHealth into routine clinical care are explored.
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Affiliation(s)
| | | | | | | | - Yufeng Hu
- Taipei Veterans General HospitalTaipeiTaiwan
| | | | | | | | | | | | | | | | - Alex Page
- University of RochesterRochesterNYUSA
| | - Rod Passman
- Northwestern University Feinberg School of MedicineChicagoILUSA
| | | | | | | | | | - Antonio Luiz Ribeiro
- Faculdade de MedicinaCentro de Telessaúde, Hospital das Clínicas, and Departamento de Clínica MédicaUniversidade Federal de Minas GeraisBelo HorizonteBrazil
| | | | | | - David Slotwiner
- Cardiology DivisionNewYork‐Presbyterian Queens, and School of Health Policy and ResearchWeill Cornell MedicineNew YorkNYUSA
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46
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Varma N, Cygankiewicz I, Turakhia M, Heidbuchel H, Hu Y, Chen LY, Couderc J, Cronin EM, Estep JD, Grieten L, Lane DA, Mehra R, Page A, Passman R, Piccini J, Piotrowicz E, Piotrowicz R, Platonov PG, Ribeiro AL, Rich RE, Russo AM, Slotwiner D, Steinberg JS, Svennberg E. 2021 ISHNE / HRS / EHRA / APHRS Collaborative Statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology / Heart Rhythm Society / European Heart Rhythm Association / Asia Pacific Heart Rhythm Society. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2021; 2:7-48. [PMID: 36711170 PMCID: PMC9708018 DOI: 10.1093/ehjdh/ztab001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
This collaborative statement from the International Society for Holter and Noninvasive Electrocardiology / Heart Rhythm Society / European Heart Rhythm Association / Asia Pacific Heart Rhythm Society describes the current status of mobile health ("mHealth") technologies in arrhythmia management. The range of digital medical tools and heart rhythm disorders that they may be applied to and clinical decisions that may be enabled are discussed. The facilitation of comorbidity and lifestyle management (increasingly recognized to play a role in heart rhythm disorders) and patient self-management are novel aspects of mHealth. The promises of predictive analytics but also operational challenges in embedding mHealth into routine clinical care are explored.
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Affiliation(s)
| | | | | | - Hein Heidbuchel
- Antwerp University and University Hospital, Antwerp, Belgium
| | - Yufeng Hu
- Taipei Veterans General Hospital, Taipei, Taiwan
| | | | | | | | | | | | | | | | - Alex Page
- University of Rochester, Rochester, NY, USA
| | - Rod Passman
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | | | | | | | - Antonio Luiz Ribeiro
- Faculdade de Medicina, Centro de Telessaúde, Hospital das Clínicas, and Departamento de Clínica Médica, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Andrea M Russo
- Cooper Medical School of Rowan University, Camden, NJ, USA
| | - David Slotwiner
- Cardiology Division, NewYork-Presbyterian Queens, and School of Health, Policy and Research, Weill Cornell Medicine, New York, NY, USA
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Canty E, MacGilchrist C, Tawfick W, McIntosh C. Screening for Atrial Fibrillation in Community and Primary CareSettings: A Scoping Review. J Atr Fibrillation 2021; 13:2452. [PMID: 34950333 PMCID: PMC8691352 DOI: 10.4022/jafib.2452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 12/16/2020] [Accepted: 01/12/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND Atrial Fibrillation (AF) is the most common tachyarrhythmia and is associated with increased risk of stroke, morbidity and mortality. AF is responsible for up to a quarter of all strokes and is often asymptomatic until a stroke occurs.Screening for AF is a valuable approach to reduce the burden of stroke in the population. OBJECTIVES The motivation for this review was to synthesise and appraise the evidence for screening for AF in the community. The aims of this scoping review are 1). To describe the prevalence of newly diagnosed AF in screening programmes 2). Identify which techniques/ tools are employed for AF screening 3). To describe the setting and personnel involved in screening for AF. ELIGIBILITY CRITERIA All forms of AF screening in adults (≥18 years) in primary and community care settings. METHODS This review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping reviews (PRISMA-ScR). RESULTS Fifty-nine papers were included; most were cross-sectional studies (n=41) and RCTs (n=7). Prevalence of AF ranged from 0-34.5%. Screening tools and techniquesincluded the 12-lead ECG (n=33), the 1-lead ECG smartphone based Alivecor® (n=14) and pulse palpation (n=12). Studies were undertaken in community settings (n=30) or in urban/rural primary care (n=28). Personnel collecting research data were in the main members of the research team (n=31), GPs (n=16), practice nurses (n=10), participants (n=8) and pharmacists (n=4). CONCLUSION Prevalence of AF increased with advancing age. AF screening should target individuals at greatest risk of the condition including older adults≥65 years of age. Emerging novel technologies may increase the accessibility of AF screening in community and home settings. There is a need for high quality research to investigate AF prevalence and establish accuracy and validity for traditional versus novel screening tools used to screen for AF.
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Affiliation(s)
- Emma Canty
- Discipline of Podiatric Medicine, School of Health Sciences, NUI Galway
| | - Claire MacGilchrist
- Discipline of Podiatric Medicine, School of Health Sciences, NUI Galway
- Alliance for Research and Innovation in Wounds, NUI Galway
| | - Wael Tawfick
- Alliance for Research and Innovation in Wounds, NUI Galway
- Vascular Department, University Hospital Galway, Saolta University Health Care Group
- School of Medicine, NUI Galway
| | - Caroline McIntosh
- Discipline of Podiatric Medicine, School of Health Sciences, NUI Galway
- Alliance for Research and Innovation in Wounds, NUI Galway
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Varma N, Cygankiewicz I, Turakhia MP, Heidbuchel H, Hu Y, Chen LY, Couderc JP, Cronin EM, Estep JD, Grieten L, Lane DA, Mehra R, Page A, Passman R, Piccini JP, Piotrowicz E, Piotrowicz R, Platonov PG, Ribeiro AL, Rich RE, Russo AM, Slotwiner D, Steinberg JS, Svennberg E. 2021 ISHNE/HRS/EHRA/APHRS Collaborative Statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society. CARDIOVASCULAR DIGITAL HEALTH JOURNAL 2021; 2:4-54. [PMID: 35265889 PMCID: PMC8890358 DOI: 10.1016/j.cvdhj.2020.11.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
This collaborative statement from the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society describes the current status of mobile health ("mHealth") technologies in arrhythmia management. The range of digital medical tools and heart rhythm disorders that they may be applied to and clinical decisions that may be enabled are discussed. The facilitation of comorbidity and lifestyle management (increasingly recognized to play a role in heart rhythm disorders) and patient self-management are novel aspects of mHealth. The promises of predictive analytics but also operational challenges in embedding mHealth into routine clinical care are explored.
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Key Words
- ACC, American College of Cardiology
- ACS, acute coronary syndrome
- AED, automated external defibrillator
- AF, atrial fibrillation
- AHA, American Heart Association
- AHRE, atrial high-rate episode
- AI, artificial intelligence
- APHRS, Asia Pacific Heart Rhythm Society
- BP, blood pressure
- CIED, cardiovascular implantable electronic device
- CPR, cardiopulmonary resuscitation
- EHR A, European Heart Rhythm Association
- EMR, electronic medical record
- ESUS, embolic stroke of unknown source
- FDA (U.S.), Food and Drug Administration
- GPS, global positioning system
- HCP, healthcare professional
- HF, heart failure
- HR, heart rate
- HRS, Heart Rhythm Society
- ICD, implantable cardioverter-defibrillator
- ILR, implantable loop recorder
- ISHNE, International Society for Holter and Noninvasive Electrocardiology
- JITAI, just-in-time adaptive intervention
- MCT, mobile cardiac telemetry
- OAC, oral anticoagulant
- PAC, premature atrial complex
- PPG, photoplethysmography
- PVC, premature ventricular complexes
- SCA, sudden cardiac arrest
- TADA, Technology Assissted Dietary Assessment
- VT, ventricular tachycardia
- arrhythmias
- atrial fibrillation
- comorbidities
- digital medicine
- heart rhythm
- mHealth
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Affiliation(s)
| | | | | | - Hein Heidbuchel
- Antwerp University and University Hospital, Antwerp, Belgium
| | - Yufeng Hu
- Taipei Veterans General Hospital, Taipei, Taiwan
| | | | | | | | | | | | | | | | - Alex Page
- University of Rochester, Rochester, NY, USA
| | - Rod Passman
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | | | | | | | - Antonio Luiz Ribeiro
- Faculdade de Medicina, Centro de Telessaúde, Hospital das Clínicas, and Departamento de Clínica Médica, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | | | - David Slotwiner
- Cardiology Division, NewYork-Presbyterian Queens, and School of Health Policy and Research, Weill Cornell Medicine, New York, NY, USA
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Varma N, Cygankiewicz I, Turakhia MP, Heidbuchel H, Hu YF, Chen LY, Couderc JP, Cronin EM, Estep JD, Grieten L, Lane DA, Mehra R, Page A, Passman R, Piccini JP, Piotrowicz E, Piotrowicz R, Platonov PG, Ribeiro AL, Rich RE, Russo AM, Slotwiner D, Steinberg JS, Svennberg E. 2021 ISHNE/HRS/EHRA/APHRS Expert Collaborative Statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia-Pacific Heart Rhythm Society. Circ Arrhythm Electrophysiol 2021; 14:e009204. [PMID: 33573393 PMCID: PMC7892205 DOI: 10.1161/circep.120.009204] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
This collaborative statement from the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia-Pacific Heart Rhythm Society describes the current status of mobile health technologies in arrhythmia management. The range of digital medical tools and heart rhythm disorders that they may be applied to and clinical decisions that may be enabled are discussed. The facilitation of comorbidity and lifestyle management (increasingly recognized to play a role in heart rhythm disorders) and patient self-management are novel aspects of mobile health. The promises of predictive analytics but also operational challenges in embedding mobile health into routine clinical care are explored.
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Affiliation(s)
- Niraj Varma
- Cleveland Clinic, OH (N.V., J.D.E., R.M., R.E.R.)
| | | | | | | | - Yu-Feng Hu
- Taipei Veterans General Hospital, Taiwan (Y.-F.H.)
| | | | | | | | | | | | | | - Reena Mehra
- Cleveland Clinic, OH (N.V., J.D.E., R.M., R.E.R.)
| | - Alex Page
- University of Rochester, NY (J.-P.C., A.P., J.S.S.)
| | - Rod Passman
- Northwestern University Feinberg School of Medicine, Chicago, IL (R. Passman)
| | | | - Ewa Piotrowicz
- National Institute of Cardiology, Warsaw, Poland (E.P., R. Piotrowicz)
| | | | | | - Antonio Luiz Ribeiro
- Faculdade de Medicina, Centro de Telessaúde, Hospital das Clínicas, and Departamento de Clínica Médica, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil (A.L.R.)
| | | | - Andrea M. Russo
- Cooper Medical School of Rowan University, Camden, NJ (A.M.R.)
| | - David Slotwiner
- Cardiology Division, New York-Presbyterian Queens, NY (D.S.)
| | | | - Emma Svennberg
- Karolinska University Hospital, Stockholm, Sweden (E.S.)
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50
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Hindricks G, Potpara T, Dagres N, Arbelo E, Bax JJ, Blomström-Lundqvist C, Boriani G, Castella M, Dan GA, Dilaveris PE, Fauchier L, Filippatos G, Kalman JM, La Meir M, Lane DA, Lebeau JP, Lettino M, Lip GYH, Pinto FJ, Thomas GN, Valgimigli M, Van Gelder IC, Van Putte BP, Watkins CL. 2020 ESC Guidelines for the diagnosis and management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS): The Task Force for the diagnosis and management of atrial fibrillation of the European Society of Cardiology (ESC) Developed with the special contribution of the European Heart Rhythm Association (EHRA) of the ESC. Eur Heart J 2021; 42:373-498. [PMID: 32860505 DOI: 10.1093/eurheartj/ehaa612] [Citation(s) in RCA: 6291] [Impact Index Per Article: 1572.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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