Evidence map›Paper›PMID 35294480›Full record

ArticlePloS one2022

Epidemiology of atrial fibrillation in the All of Us Research Program.

Alvaro Alonso, Aniqa B Alam, Hooman Kamel, Vignesh Subbian, Jun Qian, Eric Boerwinkle, Mine Cicek, Cheryl R Clark, Elizabeth G Cohn, Kelly A Gebo and 7 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 2 pooled it
4.4field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 2 syntheses or guidelines pooled it, 27 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Observational
  5. Article
  6. Brazilian Atrial Fibrillation Guidelines - 2025.Arquivos brasileiros de cardiologia · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Atrial fibrillation in Retinal Artery Occlusions.Cardiology and cardiovascular medicine · 2025
    Article
  12. Article
  13. Article
  14. Article
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  16. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors at 13 institutions in 1 country.

Alvaro AlonsoDepartment of Epidemiology, Rollins School of Public Heath, Emory University, Atlanta, GA, United States of America.ORCID 0000-0002-2225-8323
Aniqa B AlamDepartment of Epidemiology, Rollins School of Public Heath, Emory University, Atlanta, GA, United States of America.ORCID 0000-0003-1010-4447
Hooman KamelClinical and Translational Neuroscience Unit, Department of Neurology and Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY, United States of America.
Vignesh SubbianDepartment of Biomedical Engineering, Department of Systems and Industrial Engineering, College of Engineering, BIO5 Institute, The University of Arizona, Tucson, AZ, United States of America.
Jun QianDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States of America.
Eric BoerwinkleHuman Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, United States of America.
Mine CicekDepartment of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America.
Cheryl R ClarkDepartment of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States of America.
Elizabeth G CohnHunter College, City University of New York, New York, NY, United States of America.
Kelly A GeboDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America.ORCID 0000-0003-4010-398X
Roxana Loperena-CortesVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, United States of America.
Kelsey R MayoVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, United States of America.
Stephen MockrinLife Sciences Division, Leidos, Inc, Frederick, MD, United States of America.
Lucila Ohno-MachadoDepartment of Biomedical Informatics, University of California San Diego, San Diego, California, United States of America.
Sheri D SchullyAll of Us Research Program, National Institutes of Health, Bethesda, MD, United States of America.
Andrea H RamirezDepartment of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America.
Philip GreenlandDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States of America.
Vanderbilt University Medical Center · USEmory University · USBrigham and Women's Hospital · USCity University of New York · USCornell University · USJohns Hopkins University · USLeidos (United States) · USMayo Clinic in Florida · USNational Institutes of Health · USNorthwestern University · USThe University of Texas Health Science Center at Houston · USUniversity of Arizona · USUniversity of California San Diego · US

Funding

Technology to Empower Changes in Health (TECH) Network Participant Technologies CenterU24OD023176 · OD · SCRIPPS RESEARCH INSTITUTE, THE · PI TOPOL, ERIC JEFFREY · 2016 to 2022
$204.7M
Precision Medicine Initiative Cohort Program BiobankU24OD023121 · OD · MAYO CLINIC ROCHESTER · PI CEKANOVA, MARIA, CICEK, MINE · 2016 to 2024
$185.5M
Enhancing All of Us Data Resources for Nutrition Precision Health: the All of Us Data and Research CenterU2COD023196 · OD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GLAZER, DAVID, HARRIS, PAUL A. · 2016 to 2022
$143.7M
Adaptive Platform for Personalized EngagementU24OD023163 · OD · VIGNET, INC. · PI JAIN, PRADUMAN · 2017 to 2020
$102.6M
University of Arizona-Banner Health All of Us Research Program OT2OD026549 · OD · UNIVERSITY OF ARIZONA · PI MORENO, FRANCISCO A, REIMAN, ERIC MICHAEL · 2018 to 2023
$78.9M
California Precision Medicine Research Program ConsortiumOT2OD026552 · OD · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ANTON-CULVER, HODA A, OHNO-MACHADO, LUCILA · 2018 to 2023
$73.4M
All of Us PennsylvaniaOT2OD026554 · OD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI REIS, STEVEN E, VISWESWARAN, SHYAM · 2018 to 2023
$72.1M
New York City Consortium for Precision MedicineOT2OD026556 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI BIER, LOUISE E, GHARAVI, ALI G · 2018 to 2023
$67.3M
SouthEast Enrollment Center (SEEC) OT2OD026551 · OD · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI CARRASQUILLO, OLVEEN, COLON, VIVIAN · 2018 to 2023
$62.8M
Southern All of Us NetworkOT2OD026548 · OD · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI FOUAD, MONA N., KORF, BRUCE R · 2018 to 2023
$60.5M
Illinois Precision Medicine Consortium OT2OD026557 · OD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI AHSAN, HABIBUL, ARGOS, MARIA · 2018 to 2023
$60.5M
The New England Precision Medicine Consortium of the All of Us Research ProgramOT2OD026553 · OD · MASSACHUSETTS GENERAL HOSPITAL · PI CLARK, CHERYL RENEE, KARLSON, ELIZABETH W · 2018 to 2023
$58.8M
American Heart Association-American Stroke Association 16EIA26410001NHLBI NIH HHS K24 HL148521NHLBI NIH HHS R01 HL144541NIH HHS OT2 OD023205NIH HHS OT2 OD023206NIH HHS OT2 OD025276NIH HHS OT2 OD025277NIH HHS OT2 OD025315NIH HHS OT2 OD025337NIH HHS OT2 OD026548NIH HHS OT2 OD026549NIH HHS OT2 OD026550NIH HHS OT2 OD026551NIH HHS OT2 OD026552NIH HHS OT2 OD026553NIH HHS OT2 OD026554NIH HHS OT2 OD026555NIH HHS OT2 OD026556NIH HHS OT2 OD026557NIH HHS U24 OD023121NIH HHS U24 OD023163NIH HHS U24 OD023176NIH HHS U2C OD023196
6 · The paper itself

Abstract

backgroundThe prevalence, incidence and risk factors of atrial fibrillation (AF) in a large, geographically and ethnically diverse cohort in the United States have not been fully described.

methodsWe analyzed data from 173,099 participants of the All of Us Research Program recruited in the period 2017-2019, with 92,318 of them having electronic health records (EHR) data available, and 35,483 having completed a medical history survey. Presence of AF at baseline was identified from self-report and EHR records. Incident AF was obtained from EHR. Demographic, anthropometric and clinical risk factors were obtained from questionnaires, baseline physical measurements and EHR.

resultsAt enrollment, mean age was 52 years old (range 18-89). Females and males accounted for 61% and 39% respectively. Non-Hispanic Whites accounted for 67% of participants, with non-Hispanic Blacks, non-Hispanic Asians and Hispanics accounting for 26%, 4% and 3% of participants, respectively. Among 92,318 participants with available EHR data, 3,885 (4.2%) had AF at the time of study enrollment, while the corresponding figure among 35,483 with medical history data was 2,084 (5.9%). During a median follow-up of 16 months, 354 new cases of AF were identified among 88,433 eligible participants. Individuals who were older, male, non-Hispanic white, had higher body mass index, or a prior history of heart failure or coronary heart disease had higher prevalence and incidence of AF.

conclusionThe epidemiology of AF in the All of Us Research Program is similar to that reported in smaller studies with careful phenotyping, highlighting the value of this new resource for the study of AF and, potentially, other cardiovascular diseases.

Indexed as

Atrial FibrillationPopulation HealthAdolescentAdultAgedAged, 80 and overFemaleHispanic or LatinoHumansIncidenceMaleMiddle AgedRisk AssessmentRisk FactorsUnited StatesYoung Adult

Identifiers

PMID35294480
PMCPMC8926244
OpenAlexW4221112706

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.