Evidence map›Paper›PMID 29998336›Full record

Trial reportJAMA2018

Effect of a Home-Based Wearable Continuous ECG Monitoring Patch on Detection of Undiagnosed Atrial Fibrillation: The mSToPS Randomized Clinical Trial.

Steven R Steinhubl, Jill Waalen, Alison M Edwards, Lauren M Ariniello, Rajesh R Mehta, Gail S Ebner, Chureen Carter, Katie Baca-Motes, Elise Felicione, Troy Sarich and 1 more

6 registry-linked trialsOpen access · bronzeAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JAMA, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 6 registered trials, which are not on this map. Cited by 262 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
262citing papers in PubMed, 6 pooled it
39.1field-weighted citation impact, top 1% 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.

NCT02506244 nacompletednot on this map

mHealth Screening to Prevent Strokes (mSToPS)

TypeinterventionalSponsorScripps Translational Science InstituteRan2015 to 2020Enrolled6,135ConditionsAtrial FibrillationArmsiRhythm ZIO XT Patch, Wristband by Amiigo
NCT05442203 naunknown statusnot on this mapstarted 2022, after this paper: background citation

Electrocardiogram-based Artificial Intelligence-assisted Detection of Heart Disease

TypeinterventionalSponsorTempus AIRan2022 to 2025Enrolled1,000ConditionsAtrial Fibrillation, Structural Heart DiseaseArmsZio Patch Monitor, Echocardiogram
NCT05818592 nacompletednot on this mapstarted 2020, after this paper: background citation

Screening for Atrial Fibrillation With Self Pulse Monitoring in Patients at Increased Risk of Stroke

TypeinterventionalSponsorUniversity of North Carolina, Chapel HillRan2020 to 2022Enrolled526ConditionsAtrial Fibrillation New OnsetArmsSelf-Pulse Monitoring
NCT07582523 naenrolling by invitationnot on this mapstarted 2026, after this paper: background citation

Out-of-office Monitoring for Rhythms Of Normal Versus Atrial Fibrillation

TypeinterventionalSponsorUniversity of California, San FranciscoRan2026 to 2029Enrolled1,910ConditionsAtrial Fibrillation (AF), Hypertension (HTN), High Blood PressureArmsBlood Pressure Monitor Without AFib Detection, Blood Pressure Monitor With AFib Detection
NCT07641582 narecruitingnot on this mapstarted 2024, after this paper: background citation

Development of an Atrial Fibrillation Prediction Model Using Polygenic Risk Score: A Prospective Cohort Study

TypeinterventionalSponsorSeoul St. Mary's HospitalRan2024 to 2027Enrolled800ConditionsAtrial Fibrillation (AF)Arms7-day continuous ECG patch monitor, Six-lead handheld electrocardiogram device, SNP array genotyping
NCT07775976 enrolling by invitationnot on this mapstarted 2026, after this paper: background citation

Cor360: Clinician-Facing Broad-Spectrum Cardiac Phenotyping and Risk Assessment Using COR® Wearable ECG to Inform Outcomes-Oriented Care Pathways

TypeobservationalSponsorPeerbridge Health, IncRan2026 to 2030Enrolled1,000ConditionsCardiovascular Diseases, Cardiovascular Diseases Risk, Cardiac Conduction System Disease, Bundle/Fascicular AbnormalitiesArmsCOR Wearable ECG Monitoring, Cor360 Clinician-Facing Decision-Aid Reporting
3 · Its place in the literature

Who cites it

262 citing papers in PubMed, 6 syntheses or guidelines pooled it, 505 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Pooled it
  6. Guideline
  7. Digital recruitment and prevalence of screen-detected atrial fibrillation in nationwide patch-based ECG screening: the NORSCREEN randomized clinical trial.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 · 2026
    Trial
  8. Systematic, randomized atrial fibrillation screening using detailed phenotyping with a risk prediction model combined with patch electrocardiogram in a Swedish population aged 65 years or older: the CONSIDERING-AF trial.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 · 2025
    Trial
  9. Trial
  10. Trial
  11. Trial
  12. Trial
  13. Trial
  14. Trial
  15. Overdiagnosis in atrial fibrillation screening with wearables.Scandinavian journal of primary health care · 2026
    Article
  16. Review
  17. [AI-Assisted ECG diagnostics : Classical test statistics still apply].Herzschrittmachertherapie & Elektrophysiologie · 2026
    Review
  18. Article
  19. Article
  20. Article

202 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 4 institutions in 1 country.

Steven R SteinhublScripps Translational Science Institute, La Jolla, California.
Jill WaalenScripps Translational Science Institute, La Jolla, California.
Alison M EdwardsHealthagen Outcomes, Chicago, Illinois.
Lauren M ArinielloScripps Translational Science Institute, La Jolla, California.
Rajesh R MehtaHealthagen Outcomes, Chicago, Illinois.
Gail S EbnerScripps Translational Science Institute, La Jolla, California.
Chureen CarterJanssen Scientific Affairs, Titusville, New Jersey.
Katie Baca-MotesScripps Translational Science Institute, La Jolla, California.
Elise FelicioneJanssen Scientific Affairs, Titusville, New Jersey.
Troy SarichJanssen Scientific Affairs, Titusville, New Jersey.
Eric J TopolScripps Translational Science Institute, La Jolla, California.
Scripps Research Institute · USHealth Outcomes Solutions (United States) · USJanssen Scientific Affairs (United States)Janssen (United States) · US

Funding

Scripps Translational Science InstituteUL1TR001114 · NCATS · SCRIPPS RESEARCH INSTITUTE, THE · PI TOPOL, ERIC JEFFREY · 2013 to 2017
$24.0M
NCATS NIH HHS UL1 TR001114
6 · The paper itself

Abstract

Importance: Opportunistic screening for atrial fibrillation (AF) is recommended, and improved methods of early identification could allow for the initiation of appropriate therapies to prevent the adverse health outcomes associated with AF. Objective: To determine the effect of a self-applied wearable electrocardiogram (ECG) patch in detecting AF and the clinical consequences associated with such a detection strategy. Design, Setting, and Participants: A direct-to-participant randomized clinical trial and prospective matched observational cohort study were conducted among members of a large national health plan. Recruitment began November 17, 2015, and was completed on October 4, 2016, and 1-year claims-based follow-up concluded in January 2018. For the clinical trial, 2659 individuals were randomized to active home-based monitoring to start immediately or delayed by 4 months. For the observational study, 2 deidentified age-, sex- and CHA2DS2-VASc-matched controls were selected for each actively monitored individual. Interventions: The actively monitored cohort wore a self-applied continuous ECG monitoring patch at home during routine activities for up to 4 weeks, initiated either immediately after enrolling (n = 1364) or delayed for 4 months after enrollment (n = 1291). Main Outcomes and Measures: The primary end point was the incidence of a new diagnosis of AF at 4 months among those randomized to immediate monitoring vs delayed monitoring. A secondary end point was new AF diagnosis at 1 year in the combined actively monitored groups vs matched observational controls. Other outcomes included new prescriptions for anticoagulants and health care utilization (outpatient cardiology visits, primary care visits, or AF-related emergency department visits and hospitalizations) at 1 year. Results: The randomized groups included 2659 participants (mean [SD] age, 72.4 [7.3] years; 38.6% women), of whom 1738 (65.4%) completed active monitoring. The observational study comprised 5214 (mean [SD] age, 73.7 [7.0] years; 40.5% women; median CHA2DS2-VASc score, 3.0), including 1738 actively monitored individuals from the randomized trial and 3476 matched controls. In the randomized study, new AF was identified by 4 months in 3.9% (53/1366) of the immediate group vs 0.9% (12/1293) in the delayed group (absolute difference, 3.0% [95% CI, 1.8%-4.1%]). At 1 year, AF was newly diagnosed in 109 monitored (6.7 per 100 person-years) and 81 unmonitored (2.6 per 100 person-years; difference, 4.1 [95% CI, 3.9-4.2]) individuals. Active monitoring was associated with increased initiation of anticoagulants (5.7 vs 3.7 per 100 person-years; difference, 2.0 [95% CI, 1.9-2.2]), outpatient cardiology visits (33.5 vs 26.0 per 100 person-years; difference, 7.5 [95% CI, 7.2-7.9), and primary care visits (83.5 vs 82.6 per 100 person-years; difference, 0.9 [95% CI, 0.4-1.5]). There was no difference in AF-related emergency department visits and hospitalizations (1.3 vs 1.4 per 100 person-years; difference, 0.1 [95% CI, -0.1 to 0]). Conclusions and Relevance: Among individuals at high risk for AF, immediate monitoring with a home-based wearable ECG sensor patch, compared with delayed monitoring, resulted in a higher rate of AF diagnosis after 4 months. Monitored individuals, compared with nonmonitored controls, had higher rates of AF diagnosis, greater initiation of anticoagulants, but also increased health care resource utilization at 1 year. Trial Registration: ClinicalTrials.gov Identifier: NCT02506244.

Indexed as

Atrial FibrillationElectrocardiography, AmbulatoryWearable Electronic DevicesAgedAnticoagulantsCohort StudiesComorbidityFemaleHealth ResourcesHumansIncidenceIntention to Treat AnalysisMaleMass ScreeningMiddle AgedRisk FactorsAnticoagulants

Identifiers

PMID29998336
PMCPMC6583518
OpenAlexW2869528658

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.