Evidence map›Paper›PMID 34325516›Full record

ArticleJournal of the American Heart Association2021

Multiple Blood Biomarkers and Stroke Risk in Atrial Fibrillation: The REGARDS Study.

Matthew J Singleton, Ya Yuan, Farah Z Dawood, George Howard, Suzanne E Judd, Neil A Zakai, Virginia J Howard, David M Herrington, Elsayed Z Soliman, Mary Cushman

Registry-linked trialOpen access · goldAbstract readMulticenter Study
In one paragraph

Article in Journal of the American Heart Association, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07755072 (The Effect of Ligament of Marshall Excision During Minimally Invasive Cardiac Surgery-Coronary Artery Bypass Grafting), which is not on this map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
2.0field-weighted citation impact, top 12% 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.

NCT07755072 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

The Effect of Ligament of Marshall Excision During Minimally Invasive Cardiac Surgery-Coronary Artery Bypass Grafting (MICS-CABG) on the Prevention of Postoperative New-Onset Atrial Fibrillation: A Multicenter, Prospective, Randomized, Triple-Blinded Study

TypeinterventionalSponsorPeking University Third HospitalRan2026 to 2028Enrolled628ConditionsPostoperative Atrial FibrillationArmsMICS-CABG combined with excision of the Ligament of Marshall
3 · Its place in the literature

Who cites it

24 citing papers in PubMed, 22 citations in OpenAlex.

  1. Trial
  2. Article
  3. Article
  4. Blood Biomarkers and the Risk of Coronary Disease in Atrial Fibrillation.Journal of the American Heart Association · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Review
  19. Discovery ofBiology · 2023
    Article
  20. Article
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

10 authors at 4 institutions in 1 country.

Matthew J SingletonSection of Cardiology Department of Internal Medicine Wake Forest School of Medicine Winston-Salem NC.
Ya YuanDepartment of Biostatistics University of Alabama at Birmingham AL.
Farah Z DawoodScripps Mercy Hospital Chula Vista CA.
George HowardDepartment of Biostatistics University of Alabama at Birmingham AL.
Suzanne E JuddDepartment of Biostatistics University of Alabama at Birmingham AL.
Neil A ZakaiDepartments of Medicine and Pathology & Laboratory Medicine Larner College of Medicine at the University of Vermont Burlington VT.
Virginia J HowardDepartment of Epidemiology University of Alabama at Birmingham AL.
David M HerringtonSection of Cardiology Department of Internal Medicine Wake Forest School of Medicine Winston-Salem NC.
Elsayed Z SolimanSection of Cardiology Department of Internal Medicine Wake Forest School of Medicine Winston-Salem NC.
Mary CushmanDepartments of Medicine and Pathology & Laboratory Medicine Larner College of Medicine at the University of Vermont Burlington VT.
University of Alabama at Birmingham · USWake Forest University · USUniversity of Vermont · USScripps Mercy Hospital · US

Funding

VCID and Stroke in a Bi-racial National CohortU01NS041588 · NINDS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI CUSHMAN, MARY, HOWARD, GEORGE · 2002 to 2022
$96.0M
Vermont Center for Cardiovascular and Brain HealthP20GM135007 · NIGMS · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI Neil Adrian Zakai · 2020 to 2026
$17.4M
Genomic and Proteomic Architecture of AtherosclerosisR01HL111362 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI HERRINGTON, DAVID MCLEOD · 2012 to 2021
$17.2M
Regional & Racial Differences in Hemostasis & Risk of Stroke & Heart DiseaseK08HL096841 · NHLBI · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI ZAKAI, NEIL ADRIAN · 2010 to 2014
$705k
NHLBI NIH HHS K08 HL096841NHLBI NIH HHS R01 HL111362NIGMS NIH HHS P20 GM135007NINDS NIH HHS U01 NS041588
6 · The paper itself

Abstract

Background Atrial fibrillation is associated with increased stroke risk; available risk prediction tools have modest accuracy. We hypothesized that circulating stroke risk biomarkers may improve stroke risk prediction in atrial fibrillation. Methods and Results The REGARDS (Reasons for Geographic and Racial Differences in Stroke) study is a prospective cohort study of 30 239 Black and White adults age ≥45 years. A nested study of stroke cases and a random sample of the cohort included 175 participants (63% women, 37% Black adults) with baseline atrial fibrillation and available blood biomarker data. There were 81 ischemic strokes over 5.2 years in these participants. Adjusted for demographics, stroke risk factors, and warfarin use, the following biomarkers were associated with stroke risk (hazard ratio [HR]; 95% CI for upper versus lower tertile): cystatin C (3.16; 1.04-9.58), factor VIII antigen (2.77; 1.03-7.48), interleukin-6 (9.35; 1.95-44.78), and NT-proBNP (N-terminal B-type natriuretic peptide) (4.21; 1.24-14.29). A multimarker risk score based on the number of blood biomarkers in the highest tertile was developed; adjusted HRs of stroke for 1, 2, and 3+ elevated blood biomarkers, compared with none, were 1.75 (0.57-5.40), 4.97 (1.20-20.5), and 9.51 (2.22-40.8), respectively. Incorporating the multimarker risk score to the CHA

Indexed as

Decision Support TechniquesAgedAged, 80 and overAtrial FibrillationBiomarkersBlack or African AmericanCase-Control StudiesCystatin CFactor VIIIFemaleHumansIncidenceInterleukin-6Ischemic StrokeMaleMiddle AgedBiomarkersCST3 protein, humanCystatin CF8 protein, humanFactor VIIIIL6 protein, humanInterleukin-6Natriuretic Peptide, BrainPeptide Fragmentspro-brain natriuretic peptide (1-76)atrial fibrillationbiomarkersprospective studiesrisk factorsstroke

Identifiers

PMID34325516
PMCPMC8475705
OpenAlexW3184698763

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.