Evidence map›Paper›PMID 24682252›Full record

ArticleJAMA2014

Validation of the atherosclerotic cardiovascular disease Pooled Cohort risk equations.

Paul Muntner, Lisandro D Colantonio, Mary Cushman, David C Goff, George Howard, Virginia J Howard, Brett Kissela, Emily B Levitan, Donald M Lloyd-Jones, Monika M Safford

Registry-linked trialAbstract readValidation Study
In one paragraph

Article in JAMA, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07502703 (Validation of Remote Photoplethysmography), which is not on this map. Cited by 314 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
314citing papers in PubMed, 3 pooled it
58.1field-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.

NCT07502703 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Validation of Remote Photoplethysmography (rPPG)-Derived Cardiovascular Parameters Against Standard Clinical Measurements and Risk Scores in a Community-Based Population in Semanan, Jakarta

TypeobservationalSponsorTarumanagara UniversityRan2026 to 2026Enrolled300ConditionsDyslipidemia, Angina (Stable), Coronary Artery Disease (CAD), Heart Disease
3 · Its place in the literature

Who cites it

314 citing papers in PubMed, 3 syntheses or guidelines pooled it, 610 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Guideline
  4. Trial
  5. Trial
  6. Trial
  7. Trial
  8. Trial
  9. Trial
  10. Trial
  11. Trial
  12. Article
  13. Observational
  14. Article
  15. Review
  16. Article
  17. Article
  18. Review
  19. Article
  20. Article

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

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 5 institutions in 1 country.

Paul MuntnerDepartment of Epidemiology, University of Alabama at Birmingham2Department of Medicine, University of Alabama at Birmingham.
Lisandro D ColantonioDepartment of Epidemiology, University of Alabama at Birmingham.
Mary CushmanDepartment of Medicine, University of Vermont, Burlington.
David C GoffDepartment of Epidemiology, Colorado School of Public Health, Aurora.
George HowardDepartment of Biostatistics, University of Alabama at Birmingham.
Virginia J HowardDepartment of Epidemiology, University of Alabama at Birmingham.
Brett KisselaDepartment of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio.
Emily B LevitanDepartment of Epidemiology, University of Alabama at Birmingham.
Donald M Lloyd-JonesDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Monika M SaffordDepartment of Medicine, University of Alabama at Birmingham.
University of Alabama at Birmingham · USColorado School of Public Health · USNorthwestern University · USUniversity of Cincinnati · USUniversity of Vermont · 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
LCenter for Clinical and Translational Science and TrainingUL1TR001425 · NCATS · UNIVERSITY OF CINCINNATI · PI MEINZEN-DERR, JAREEN, STRAWN, JEFFREY ROBERT · 2015 to 2024
$37.5M
University of Alabama at Birmingham's Diabetes Research CenterP30DK079626 · NIDDK · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Stuart J Frank · 2013 to 2026
$19.5M
REGARDS - MI StudyR01HL080477 · NHLBI · WEILL MEDICAL COLL OF CORNELL UNIV · PI LEVITAN, EMILY B, SAFFORD, MONIKA M · 2006 to 2020
$11.6M
Understanding Cohort Effects on Stroke, VCID, and Cognition After Major Epidemiologic TransitionsR01NS041588 · NINDS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI MARY CUSHMAN, VIRGINIA J. HOWARD · 2001 to 2026
$8.8M
Understanding Obesity In Relation to the Built EnvironmentP20MD006899 · NIMHD · JACKSON STATE UNIVERSITY · PI AZEVEDO, MARIO JOAQUIM · 2012 to 2016
$5.3M
Building Capacity for Cardiometabolic Outcomes ResearchK24HL111154 · NHLBI · WEILL MEDICAL COLL OF CORNELL UNIV · PI SAFFORD, MONIKA M · 2012 to 2015
$556k
NCATS NIH HHS UL1 TR001425NHLBI NIH HHS K24 HL111154NHLBI NIH HHS R01 HL080477NIDDK NIH HHS P30 DK079626NIMHD NIH HHS P20 MD006899NINDS NIH HHS R01 NS041588NINDS NIH HHS U01 NS041588
6 · The paper itself

Abstract

importanceThe American College of Cardiology/American Heart Association (ACC/AHA) Pooled Cohort risk equations were developed to estimate atherosclerotic cardiovascular disease (CVD) risk and guide statin initiation.

objectiveTo assess calibration and discrimination of the Pooled Cohort risk equations in a contemporary US population. DESIGN, SETTING, AND

participantsAdults aged 45 to 79 years enrolled in the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study between January 2003 and October 2007 and followed up through December 2010. We studied participants for whom atherosclerotic CVD risk may trigger a discussion of statin initiation (those without clinical atherosclerotic CVD or diabetes, low-density lipoprotein cholesterol level between 70 and 189 mg/dL, and not taking statins; n = 10,997). MAIN OUTCOMES AND MEASURES: Predicted risk and observed adjudicated atherosclerotic CVD incidence (nonfatal myocardial infarction, coronary heart disease [CHD] death, nonfatal or fatal stroke) at 5 years because REGARDS participants have not been followed up for 10 years. Additional analyses, limited to Medicare beneficiaries (n = 3333), added atherosclerotic CVD events identified in Medicare claims data.

resultsThere were 338 adjudicated events (192 CHD events, 146 strokes). The observed and predicted 5-year atherosclerotic CVD incidence per 1000 person-years for participants with a 10-year predicted atherosclerotic CVD risk of less than 5% was 1.9 (95% CI, 1.3-2.7) and 1.9, respectively, risk of 5% to less than 7.5% was 4.8 (95% CI, 3.4-6.7) and 4.8, risk of 7.5% to less than 10% was 6.1 (95% CI, 4.4-8.6) and 6.9, and risk of 10% or greater was 12.0 (95% CI, 10.6-13.6) and 15.1 (Hosmer-Lemeshow χ2 = 19.9, P = .01). The C index was 0.72 (95% CI, 0.70-0.75). There were 234 atherosclerotic CVD events (120 CHD events, 114 strokes) among Medicare-linked participants and the observed and predicted 5-year atherosclerotic CVD incidence per 1000 person-years for participants with a predicted risk of less than 7.5% was 5.3 (95% CI, 2.8-10.1) and 4.0, respectively, risk of 7.5% to less than 10% was 7.9 (95% CI, 4.6-13.5) and 6.4, and risk of 10% or greater was 17.4 (95% CI, 15.3-19.8) and 16.4 (Hosmer-Lemeshow χ2 = 5.4, P = .71). The C index was 0.67 (95% CI, 0.64-0.71). CONCLUSIONS AND RELEVANCE: In this cohort of US adults for whom statin initiation is considered based on the ACC/AHA Pooled Cohort risk equations, observed and predicted 5-year atherosclerotic CVD risks were similar, indicating that these risk equations were well calibrated in the population for which they were designed to be used, and demonstrated moderate to good discrimination.

Indexed as

AgedAtherosclerosisCardiovascular DiseasesCohort StudiesFemaleHumansHydroxymethylglutaryl-CoA Reductase InhibitorsHyperlipidemiasIncidenceInterviews as TopicMaleMathematical ConceptsMiddle AgedRiskRisk AssessmentUnited StatesHydroxymethylglutaryl-CoA Reductase Inhibitors

Identifiers

PMID24682252
PMCPMC4189930
OpenAlexW2096849439

What OpenQuestion holds

Texttitle and abstract
LicenceTDM
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.