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      Estimated stroke risk, yield, and number needed to screen for atrial fibrillation detected through single time screening: a multicountry patient-level meta-analysis of 141,220 screened individuals

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      1 , * , 2 , 3 , 4 , 3 , 4 , 5 , 6 , 7 , 6 , 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 , 17 , 18 , 19 , 20 , 21 , 22 , 16 , 23 , 24 , 25 , 26 , 27 , 28 , 29 , 30 , 31 , 13 , 32 , 1 , 33 , 34 , 19 , 35 , 36 , 37 , 14 , 38 , 39 , 40 , 41 , 42 , 43 , 44 , 5 , 6 , 31 , 45 , 46 , 47 , 48 , 49 , 50 , 1
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          Abstract

          Background

          The precise age distribution and calculated stroke risk of screen-detected atrial fibrillation (AF) is not known. Therefore, it is not possible to determine the number needed to screen (NNS) to identify one treatable new AF case (NNS-Rx) (i.e., Class-1 oral anticoagulation [OAC] treatment recommendation) in each age stratum. If the NNS-Rx is known for each age stratum, precise cost-effectiveness and sensitivity simulations can be performed based on the age distribution of the population/region to be screened. Such calculations are required by national authorities and organisations responsible for health system budgets to determine the best age cutoffs for screening programs and decide whether programs of screening should be funded. Therefore, we aimed to determine the exact yield and calculated stroke-risk profile of screen-detected AF and NNS-Rx in 5-year age strata.

          Methods and findings

          A systematic review of Medline, Pubmed, and Embase was performed (January 2007 to February 2018), and AF-SCREEN international collaboration members were contacted to identify additional studies. Twenty-four eligible studies were identified that performed a single time point screen for AF in a general ambulant population, including people ≥65 years. Authors from eligible studies were invited to collaborate and share patient-level data. Statistical analysis was performed using random effects logistic regression for AF detection rate, and Poisson regression modelling for CHA 2DS 2-VASc scores. Nineteen studies (14 countries from a mix of low- to middle- and high-income countries) collaborated, with 141,220 participants screened and 1,539 new AF cases. Pooled yield of screening was greater in males across all age strata. The age/sex-adjusted detection rate for screen-detected AF in ≥65-year-olds was 1.44% (95% CI, 1.13%–1.82%) and 0.41% (95% CI, 0.31%–0.53%) for <65-year-olds. New AF detection rate increased progressively with age from 0.34% (<60 years) to 2.73% (≥85 years). Neither the choice of screening methodology or device, the geographical region, nor the screening setting influenced the detection rate of AF. Mean CHA 2DS 2-VASc scores ( n = 1,369) increased with age from 1.1 (<60 years) to 3.9 (≥85 years); 72% of ≥65 years had ≥1 additional stroke risk factor other than age/sex. All new AF ≥75 years and 66% between 65 and 74 years had a Class-1 OAC recommendation. The NNS-Rx is 83 for ≥65 years, 926 for 60–64 years; and 1,089 for <60 years. The main limitation of this study is there are insufficient data on sociodemographic variables of the populations and possible ascertainment biases to explain the variance in the samples.

          Conclusions

          People with screen-detected AF are at elevated calculated stroke risk: above age 65, the majority have a Class-1 OAC recommendation for stroke prevention, and >70% have ≥1 additional stroke risk factor other than age/sex. Our data, based on the largest number of screen-detected AF collected to date, show the precise relationship between yield and estimated stroke risk profile with age, and strong dependence for NNS-RX on the age distribution of the population to be screened: essential information for precise cost-effectiveness calculations.

          Abstract

          Nicole Lowres and colleagues report on stroke risk in people with atrial fibrillation detected by screening.

          Author summary

          Why was this study done?
          • Atrial fibrillation is a common heart rhythm problem that often has no symptoms, so people are unaware they have this condition.

          • People with atrial fibrillation can have a very high stroke risk if they are not appropriately treated with anticoagulant medications, and this risk increases with age.

          • Screening for atrial fibrillation is recommended in many guidelines, although the precise age distribution and calculated stroke risk of atrial fibrillation detected by screening is not known.

          • Accurate age-specific data are required for cost-effectiveness analysis, to inform the most appropriate age cutoff for screening based on the age distribution of the population to be screened.

          What did the researchers do and find?
          • Investigators from 19 atrial fibrillation screening studies across the world agreed to collaborate and share patient-level data, providing a combined database of 141,220 people screened and 1,539 screen-detected cases of atrial fibrillation.

          • Our study was able to quantify the yield and stroke risk for atrial fibrillation in 5-year age brackets, showing the exact relationship of how the yield of screening and stroke risk of screen-detected atrial fibrillation increases with age.

          • The yield of screening was not influenced by the screening method used or the recruitment setting, indicating that screening programs can be established based on available resources.

          • To our knowledge, this is the first study to demonstrate the precise relationship of the number that need to be screened to identify one new atrial fibrillation case, or one new atrial fibrillation case in whom anticoagulant treatment is guideline recommended, in 5-year age brackets.

          What do these findings mean?
          • This study demonstrates the high calculated stroke risk of screen-detected AF and the high proportion with at least one additional stroke risk factor other than age or sex.

          • These data allow for accurate simulations of cost-effectiveness of screening, including sensitivity analyses, based on the age distribution of the population to be screened.

          • Ultimately, these data may be used to assist development of health policy around the development of atrial fibrillation screening programs, tailored to the specific health system and resources available.

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          The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration.

          Systematic reviews and meta-analyses are essential to summarize evidence relating to efficacy and safety of health care interventions accurately and reliably. The clarity and transparency of these reports, however, is not optimal. Poor reporting of systematic reviews diminishes their value to clinicians, policy makers, and other users. Since the development of the QUOROM (QUality Of Reporting Of Meta-analysis) Statement--a reporting guideline published in 1999--there have been several conceptual, methodological, and practical advances regarding the conduct and reporting of systematic reviews and meta-analyses. Also, reviews of published systematic reviews have found that key information about these studies is often poorly reported. Realizing these issues, an international group that included experienced authors and methodologists developed PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) as an evolution of the original QUOROM guideline for systematic reviews and meta-analyses of evaluations of health care interventions. The PRISMA Statement consists of a 27-item checklist and a four-phase flow diagram. The checklist includes items deemed essential for transparent reporting of a systematic review. In this Explanation and Elaboration document, we explain the meaning and rationale for each checklist item. For each item, we include an example of good reporting and, where possible, references to relevant empirical studies and methodological literature. The PRISMA Statement, this document, and the associated Web site (http://www.prisma-statement.org/) should be helpful resources to improve reporting of systematic reviews and meta-analyses.
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            Meta-analysis of Observational Studies in EpidemiologyA Proposal for Reporting

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              2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS.

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole: Project administrationRole: Writing – original draftRole: Writing – review & editing
                Role: Formal analysisRole: MethodologyRole: Writing – review & editing
                Role: InvestigationRole: ResourcesRole: Writing – review & editing
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                Role: Academic Editor
                Journal
                PLoS Med
                PLoS Med
                plos
                plosmed
                PLoS Medicine
                Public Library of Science (San Francisco, CA USA )
                1549-1277
                1549-1676
                25 September 2019
                September 2019
                : 16
                : 9
                : e1002903
                Affiliations
                [1 ] Heart Research Institute, Charles Perkins Centre, University of Sydney, Camperdown, New South Wales, Australia
                [2 ] School of Mathematics and Statistics, University of New South Wales, Sydney, Australia
                [3 ] Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
                [4 ] Institute of Clinical Medicine and Cardiovascular Research Center, National Yang-Ming University, Taipei, Taiwan
                [5 ] The Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai, China
                [6 ] Shanghai Jiaotong University School of Medicine, Shanghai, China
                [7 ] Department of Cardiology and Centre of Individualized Medicine of Arterial Disease, Odense University Hospital, Odense, Denmark
                [8 ] Warwick Medical School, University of Warwick, Coventry, United Kingdom
                [9 ] Servicio de Cardiologia, Hospital Universitario Virgen de la Victoria, Malaga, Spain
                [10 ] CIBERCV, Malaga, Spain
                [11 ] Discipline of Medical Gerontology, Trinity College Dublin, Dublin, Ireland
                [12 ] The Irish Longitudinal Study of Ageing, Dublin, Ireland
                [13 ] Population Health Research Institute, McMaster University, Hamilton, Ontario, Canada
                [14 ] Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
                [15 ] Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
                [16 ] Kaiser Permanente San Diego, San Diego, United States of America
                [17 ] School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong
                [18 ] Department of Vascular Surgery, Odense University Hospital, Odense, Denmark
                [19 ] Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart and Chest Hospital, Liverpool, United Kingdom
                [20 ] Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
                [21 ] Department of Cardiology, Cliniques du Sud Luxembourg, Vivalia, Arlon, Belgium
                [22 ] Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
                [23 ] University of Córdoba, Reina Sofia University Hospital, Unit of Family and Community Medicine of Córdoba, UGC Poniente, Córdoba and Guadalquivir Sanitary District, Córdoba, Spain
                [24 ] Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Córdoba, Spain
                [25 ] Division of Cardiology, Department of Medicine, University of Massachusetts Medical School, Worcester, United States of America
                [26 ] UMass Memorial Medical Center, Worcester, United States of America
                [27 ] Universidade da Coruña, A Coruña, Spain
                [28 ] Instituto Universitario de Ciencias de la Salud e Instituto de Investigación Biomédica de A Coruña, CIBERCV, A Coruña, Spain
                [29 ] Center of Cardiology I, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
                [30 ] Center for Translational Vascular Biology (CTVB), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
                [31 ] DZHK (German Center for Cardiovascular Research), partner site RhineMain, Mainz, Germany
                [32 ] School of Health and Social Care, Edinburgh Napier University, Edinburgh, Scotland
                [33 ] Teaching Unit of Family and Community Medicine of Córdoba, Córdoba and Guadalquivir Sanitary District. Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Córdoba, Spain
                [34 ] Reina Sofía University Hospital, University of Córdoba, Córdoba, Spain
                [35 ] Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
                [36 ] Geriatric Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
                [37 ] Libin Cardiovascular Institute of Alberta, University of Calgary, Calgary, Alberta, Canada
                [38 ] Cardiac Electrophysiology, Division of Cardiology, University of Alberta, Edmonton, Alberta, Canada
                [39 ] University Heart Center Hamburg, Hamburg, Germany
                [40 ] DZHK (German Center for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Hamburg, Germany
                [41 ] Department of Public Health Medicine, HSE West, Galway, Ireland
                [42 ] Clinical and Population Health Research, Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, United States of America
                [43 ] Department of Cardiology, Martini Hospital Groningen, Groningen, the Netherlands
                [44 ] Department of Cardiology, University Medical Center Groningen, Groningen, the Netherlands
                [45 ] Preventive Cardiology and Preventive Medicine, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
                [46 ] Center for Cardiology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
                [47 ] Center for Translational Vascular Biology (CTVB), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
                [48 ] Center for Thrombosis and Hemostasis, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
                [49 ] Division of Cardiology, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong SAR, China
                [50 ] Prince of Wales Hospital, Hong Kong SAR, China
                Columbia University, UNITED STATES
                Author notes

                I have read the journal's policy and the authors of this manuscript have the following competing interests: GYHL reports consultancy and speaker fees from Bayer, Bayer/Janssen, BMS/Pfizer, Biotronik, Medtronic, Boehringer Ingelheim, Microlife, Roche, and Daiichi-Sankyo outside the submitted work. No fees were received personally. YC reports grants from Bayer during the conduct of the study. DDM reports grants from National Institutes of Health, grants and other research support from Bristol Myers Squibb, Pfizer, Boehringer Ingelheim, grants, personal fees and other from Bristol Myers Squibb and Pfizer, other research support from Apple, Samsung Electronics, grants from National Science Foundation during the conduct of the study; other from Mobile Sense Technologies and grants from Philips outside the submitted work. MP reports consultancy activity for Boehringer Ingelheim. JJO reports grants from Pfizer, nonfinancial support from Alivecor, outside the submitted work. JW reports grants from Bayer during the conduct of the study. GHM reports grants from Belgian Heart Rhythm Association during the conduct of the study; personal fees from Boehringer Ingelheim, Bayer, Daiichi Sankyo, BMS/Pfizer, St Jude Medical outside the submitted work. RBS reports personal fees from Bristol-Myers Squibb/Pfizer Pharma outside the submitted work. JSH reports grants from Medtronic, grants from Bristol-Meyers-Squibb/Pfizer outside the submitted work. FDRH reports personal fees from BMS/Pfizer, BI, and Bayer outside the submitted work. FRQ reports personal fees from Bayer, personal fees from Servier, grants from Bayer, grants from Boehringer Ingelheim, personal fees from BMS outside the submitted work. BF reports grants, personal fees and nonfinancial support from Bayer, grants, personal fees and nonfinancial support from BMS-Pfizer, personal fees and non-financial support from Daiichi-Sankyo outside the submitted work. PSW reports grants and personal fees from Boehringer Ingelheim, grants from Philips Medical Systems, grants and personal fees from Sanofi-Aventis, grants and personal fees from Bayer Vital, grants from Daiichi Sankyo Europe, personal fees from Bayer HealthCare, personal fees from Astra Zeneca, personal fees and nonfinancial support from DiaSorin, nonfinancial support from I.E.M., grants from Evonik, outside the submitted work. FK reports grants from Boehringer Ingelheim outside the submitted work. RT reports grants and personal fees from Boehringer Ingelheim during the conduct of the study. In addition, RT has a patent as a co-inventor of the MyDiagnostick with royalties paid. The following authors have declared that no competing interests exist: VWL, AD, JH, NL, JO, LAPDT, AKR, RKS, SAC, TFC, JN, EMR, WK, JM, JM, LN, JWM, BPY, TM, JJGD, AS, BS, JSL, and DAF.

                Author information
                http://orcid.org/0000-0001-9061-3406
                http://orcid.org/0000-0002-3144-4507
                http://orcid.org/0000-0002-1285-4826
                http://orcid.org/0000-0002-9020-639X
                http://orcid.org/0000-0003-3680-5751
                http://orcid.org/0000-0001-7976-7172
                http://orcid.org/0000-0003-4404-3646
                http://orcid.org/0000-0001-9536-4488
                http://orcid.org/0000-0002-7566-1626
                http://orcid.org/0000-0002-2255-4181
                http://orcid.org/0000-0002-9531-0268
                http://orcid.org/0000-0002-3087-2067
                http://orcid.org/0000-0001-5503-4150
                http://orcid.org/0000-0001-5852-1034
                http://orcid.org/0000-0002-5702-7277
                http://orcid.org/0000-0002-8784-4905
                http://orcid.org/0000-0003-1452-2478
                http://orcid.org/0000-0003-1622-2639
                http://orcid.org/0000-0003-4413-9752
                http://orcid.org/0000-0002-3809-2911
                Article
                PMEDICINE-D-19-00916
                10.1371/journal.pmed.1002903
                6760766
                31553733
                23260f22-bd58-4fa0-9d4f-1067d2b8668b
                © 2019 Lowres et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 10 March 2019
                : 21 August 2019
                Page count
                Figures: 5, Tables: 3, Pages: 19
                Funding
                NL is funded by a NSW Health Early Career Fellowship (H16/52168), https://www.medicalresearch.nsw.gov.au/early-mid-career-fellowships/. FDRH acknowledges his part-funding from the National Institute for Health Research (NIHR) School for Primary Care Research, the NIHR Collaboration for Leadership in Health Research and Care (CLARHC) Oxford, the NIHR Oxford Biomedical Research Centre (BRC, UHT), and the NIHR Oxford Medtech and In-Vitro Diagnostics Co-operative (MIC), https://www.nihr.ac.uk/. PSW is funded by the Federal Ministry of Education and Research (BMBF 01EO1503), https://www.bmbf.de/en/index.html, and he is PI of the German Center for Cardiovascular Research (DZHK), https://dzhk.de/en/. BPY is supported by the Hong Kong Research Grants Council - General Research Fund (RGC Ref No.14118314), https://www.ugc.edu.hk/eng/rgc/funded_research/funding_results.html. RKS received a grant from the University Hospital Foundation. JSH has a personnel award from the Heart and Stroke Foundation, Ontario Provincial office (MC7450), https://www.heartandstroke.ca/more-locations. JJO is supported by an Australian Government Research Training Program scholarship, https://www.education.gov.au/research-training-program. DDM receives research support from NIH 1U01HL105268-01, KL2RR031981, R01HL126911, R01HL137794, HRS174612, and Grant 1522052 from the National Science Foundation, https://www.nsf.gov/. AKR acknowledges funding by the NIHR Oxford Biomedical Research Centre, https://oxfordbrc.nihr.ac.uk/. LAPdT received a grant from the Andalusian Public Progress and Health Foundation for the financing of biomedical and health sciences research in Andalusia (PI-0117-2011), http://www.advantageja.eu/index.php/about-us/partner/55:consejeria-de-salud-de-la-junta-de-andalucia-csja, the XIII grant from the Spanish Primary Care Network, a grant "Isabel Fernández" of the Spanish Society of Family and Community Medicine (semFYC), https://www.woncaeurope.org/organisation/spanish-society-of-family-and-community-medicine, and another of the Andalusian Society of Family and Community Medicine (SAMFyC). This project received some funding from the European Research Council (ERC), https://erc.europa.eu/ under the European Union’s Horizon 2020 research and innovation programme (grant agreement number 648131), German Ministry of Research and Education (BMBF 01ZX1408A), https://www.bmbf.de/en/index.html, and German Center for Cardiovascular Research (DZHK e.V.) (81Z1710103) (RBS), https://dzhk.de/en/. The Gutenberg Health Study is funded through the government of Rhineland-Palatinate (“Stiftung Rheinland-Pfalz für Innovation,” contract AZ 961-386261/733), the research programs “Wissen schafft Zukunft” and “Center for Translational Vascular Biology (CTVB)” of the Johannes Gutenberg-University of Mainz, http://www.uni-mainz.de/eng/, and its contract with Boehringer Ingelheim, https://www.boehringer-ingelheim.com.au/, and PHILIPS Medical Systems, https://www.philips.com.au/healthcare, including an unrestricted grant for the Gutenberg Health Study. The PIAAF-Pharmacy study was supported by the Canadian Stroke Prevention Intervention Network, http://www.cspin.ca/, Boehringer Ingelheim, https://www.boehringer-ingelheim.com.au/, and in-kind support from CardioComm, https://www.cardiocommsolutions.com/. The SEARCH-AF study was supported by an investigator-initiated grant from Bristol-Myers Squibb/Pfizer, https://www.bms.com/, and a small investigator-initiated project award from Boehringer Ingelheim, https://www.boehringer-ingelheim.com.au/. AliveCor provided ECG Heart Monitors for study purposes: the investigators are not affiliated with, nor have any financial or other interest in AliveCor, https://www.alivecor.com/. The AF-SMART study was supported by a National Heart Foundation of Australia/NSW Health Cardiovascular Research Network Project Grant (101133), https://www.heartfoundation.org.au/research/research-networks/nsw-cardiovascular-research-network; AliveCor provided free Kardia Heart Monitors for study purposes, https://www.alivecor.com/. The Belgian Heart Rhythm Week Screening Programme was funded with unconditional grants from Boehringer Ingelheim, https://www.boehringer-ingelheim.com.au/, St. Jude Medical, https://www.abbott.com/abbott-stjudemedical-en-uk.html, Sanofi, https://www.sanofi.com.au/, MSD, https://www.msd-belgium.be/en/home/, and MSH, https://www.msh-intl.com/en/europe/individuals/belgium-country-guide.html. None of the companies had any role in the conduction of the screening programme, study design, collection, and interpretation of data or writing and revision of the manuscript. All the researchers were completely independent from the funders. DANCAVAS was supported by the Danish Heart Foundation, http://guardheart.ern-net.eu/patients/epags/danish-heart-foundation/. PIAAF-FP was funded by the Canadian Stroke Prevention Intervention Network, http://www.cspin.ca/, Boehringer-Ingelheim https://www.boehringer-ingelheim.com.au/, and in-kind support from CardioComm, https://www.cardiocommsolutions.com/, and ManthaMed, https://medical.andonline.com/home. OFRECE study was promoted by the “Agencia de investigación de la Sociedad Española de Cardiología,” https://secardiologia.es/cientifico/investigacion/agencia-de-investigacion.
                Categories
                Research Article
                Medicine and Health Sciences
                Cardiology
                Arrhythmia
                Atrial Fibrillation
                Medicine and Health Sciences
                Health Care
                Health Care Policy
                Screening Guidelines
                Research and Analysis Methods
                Bioassays and Physiological Analysis
                Electrophysiological Techniques
                Cardiac Electrophysiology
                Electrocardiography
                People and Places
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                Social Sciences
                Economics
                Economic Analysis
                Cost-Effectiveness Analysis
                Medicine and Health Sciences
                Public and Occupational Health
                Health Screening
                Biology and Life Sciences
                Population Biology
                Population Metrics
                Age Distribution
                Medicine and Health Sciences
                Neurology
                Cerebrovascular Diseases
                Stroke
                Ischemic Stroke
                Medicine and Health Sciences
                Vascular Medicine
                Stroke
                Ischemic Stroke
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                The data underlying the results presented in the study are from individual studies whose authors collaborated in this meta-analysis. If access to the data is sought, this should be requested from the principal investigators/corresponding authors of the individual studies.

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