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. 2018 Apr 12;13(4):e0195088.
doi: 10.1371/journal.pone.0195088. eCollection 2018.

Estimated prevalence of undiagnosed atrial fibrillation in the United States

Affiliations

Estimated prevalence of undiagnosed atrial fibrillation in the United States

Mintu P Turakhia et al. PLoS One. .

Abstract

Introduction: As atrial fibrillation (AF) is often asymptomatic, it may remain undiagnosed until or even after development of complications, such as stroke. Consequently the observed prevalence of AF may underestimate total disease burden.

Methods: To estimate the prevalence of undiagnosed AF in the United States, we performed a retrospective cohort modeling study in working age (18-64) and elderly (≥65) people using commercial and Medicare administrative claims databases. We identified patients in years 2004-2010 with incident AF following an ischemic stroke. Using a back-calculation methodology, we estimated the prevalence of undiagnosed AF as the ratio of the number of post-stroke AF patients and the CHADS2-specific stroke probability for each patient, adjusting for age and gender composition based on United States census data.

Results: The estimated prevalence of AF (diagnosed and undiagnosed) was 3,873,900 (95%CI: 3,675,200-4,702,600) elderly and 1,457,100 (95%CI: 1,218,500-1,695,800) working age adults, representing 10.0% and 0.92% of the respective populations. Of these, 698,900 were undiagnosed: 535,400 (95%CI: 331,900-804,400) elderly and 163,500 (95%CI: 17,700-400,000) working age adults, representing 1.3% and 0.09% of the respective populations. Among all undiagnosed cases, 77% had a CHADS2 score ≥1, and 56% had CHADS2 score ≥2.

Conclusions: Using a back-calculation approach, we estimate that the total AF prevalence in 2009 was 5.3 million of which 0.7 million (13.1% of AF cases) were undiagnosed. Over half of the modeled population with undiagnosed AF was at moderate to high risk of stroke.

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Conflict of interest statement

Competing Interests: I have read the journal's policy and the authors of this manuscript have the following competing interests: Dr. Shafrin had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. In accordance with ICMJE guidelines, all authors have read and approved the final manuscript being submitted. The study was funded by Bristol-Myers Squibb and Pfizer based on a proposal that co-author Dana P. Goldman and Mintu P. Turakhia presented to the sponsors. Jason Shafrin and Katalin Bognar are employees of; Dana P. Goldman serves as a consultant to Precision Health Economics, who were paid consultants to Pfizer in connection with the development of this manuscript. Jeffrey Trocio, Younos Abdulsattar, and Daniel Wiederkehr are employees and shareholders of Pfizer, Inc. Bristol-Myers Squibb provided funding but was not involved in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; or decision to submit the manuscript for publication. Through Pfizer-affiliated coauthors, Pfizer was involved in the design of the study, the interpretation of data, and the preparation, review, and approval of the manuscript for publication. This does not alter our adherence to PLOS ONE policies on sharing data and materials.

Figures

Fig 1
Fig 1. Imputing the prevalence of undiagnosed atrial fibrillation via back-calculation.
Fig 2
Fig 2. Cohort diagram.
Fig 3
Fig 3. Distribution of CHADS2 scores among patients with undiagnosed atrial fibrillation.

References

    1. Samol A, Masin M, Gellner R, Otte B, Pavenstadt HJ, Ringelstein EB, et al. Prevalence of unknown atrial fibrillation in patients with risk factors. Europace: European pacing, arrhythmias, and cardiac electrophysiology: journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology. 2013;15(5):657–62. Epub 2012/12/22. doi: 10.1093/europace/eus366 . - DOI - PubMed
    1. Clua-Espuny JL, Lechuga-Duran I, Bosch-Princep R, Roso-Llorach A, Panisello-Tafalla A, Lucas-Noll J, et al. Prevalence of Undiagnosed Atrial Fibrillation and of That Not Being Treated With Anticoagulant Drugs: the AFABE Study. Revista Española de Cardiología (English Edition). 2013;66(7):545–52. - PubMed
    1. Marfella R, Sasso FC, Siniscalchi M, Cirillo M, Paolisso P, Sardu C, et al. Brief episodes of silent atrial fibrillation predict clinical vascular brain disease in type 2 diabetic patients. Journal of the American College of Cardiology. 2013;62(6):525–30. doi: 10.1016/j.jacc.2013.02.091 - DOI - PubMed
    1. Claes N, Van Laethem C, Goethals M, Goethals P, Mairesse G, Schwagten B, et al. Prevalence of atrial fibrillation in adults participating in a large-scale voluntary screening programme in Belgium. Acta cardiologica. 2012;67(3):273–8. Epub 2012/08/09. doi: 10.2143/AC.67.3.2160714 . - DOI - PubMed
    1. Suissa L, Lachaud S, Mahagne MH. Optimal timing and duration of continuous electrocardiographic monitoring for detecting atrial fibrillation in stroke patients. Journal of stroke and cerebrovascular diseases: the official journal of National Stroke Association. 2013;22(7):991–5. Epub 2012/02/22. doi: 10.1016/j.jstrokecerebrovasdis.2012.01.015 . - DOI - PubMed

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