Evidence map›Paper›PMID 31954640›Full record

ArticleJACC. Cardiovascular imaging2021

Comparing Risk Scores in the Prediction of Coronary and Cardiovascular Deaths: Coronary Artery Calcium Consortium.

Michael J Blaha, Seamus P Whelton, Mahmoud Al Rifai, Zeina Dardari, Leslee J Shaw, Mouaz H Al-Mallah, Kunihiro Matsushita, Alan Rozanski, John A Rumberger, Daniel S Berman and 4 more

Open access · greenAbstract read
In one paragraph

Article in JACC. Cardiovascular imaging, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed
7.5field-weighted citation impact, top 2% 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

41 citing papers in PubMed, 89 citations in OpenAlex.

  1. Article
  2. Reevaluating the Use of Race/Ethnicity in the MESA Risk Score.Journal of the American Heart Association · 2026
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  14. Updates on CAD risk assessment: using the coronary artery calcium score in combination with traditional risk factors.The Egyptian heart journal : (EHJ) : official bulletin of the Egyptian Society of Cardiology · 2025
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors at 9 institutions in 1 country.

Michael J BlahaDivision of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA. Electronic address: mblaha1@jhmi.edu.
Seamus P WheltonDivision of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
Mahmoud Al RifaiDivision of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA; Section of Cardiology, Baylor College of Medicine, Houston, Texas.
Zeina DardariDivision of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
Leslee J ShawWeill Cornell Medical College, New York, New York, USA.
Mouaz H Al-MallahDivision of Cardiovascular Prevention and Wellness, Department of Cardiology, Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, Texas, USA.
Kunihiro MatsushitaDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA; Department of Epidemiology, Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA; Department of Internal Medicine, Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA.
Alan RozanskiDivision of Cardiology, Mount Sinai St. Luke's Hospital, New York, New York, USA.
John A RumbergerPrinceton Longevity Center, Princeton, New Jersey, USA.
Daniel S BermanDepartment of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA.
Matthew J BudoffDepartment of Medicine, Harbor-UCLA Medical Center, Los Angeles, California, USA.
Michael D MiedemaMinneapolis Heart Institute and Foundation, Minneapolis, Minneapolis, USA.
Khurram NasirDivision of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA; Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut, USA.
Miguel Cainzos-AchiricaDivision of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.
Johns Hopkins University · USCedars-Sinai Medical Center · USCornell University · USHarbor–UCLA Medical Center · USHouston Methodist · USMinneapolis Heart Institute Foundation · USPrinceton University · USSt. Luke's Hospital · USYale New Haven Hospital · US

Funding

NHLBI NIH HHS L30 HL110027
6 · The paper itself

Abstract

objectivesThis study compared risk discrimination for the prediction of coronary heart disease (CHD) and cardiovascular disease (CVD) deaths for the Pooled Cohort Equations (PCE), the MESA (Multi-Ethnic Study of Atherosclerosis) Risk Score (with and without coronary artery calcium [CAC]), and of simple addition of CAC to the PCE.

backgroundThe PCE predict 10-year risk of atherosclerotic CVD events, and the MESA Risk Score predicts risk of CHD. Their comparative performance for the prediction of fatal events is poorly understood.

methodsWe evaluated 53,487 patients ages 45 to 79 years from the CAC Consortium, a retrospective cohort study of asymptomatic individuals referred for clinical CAC scoring. Risk discrimination was measured using C-statistics.

resultsMean age was 57 years, 35% were women, and 39% had CAC of 0. There were 421 CHD and 775 CVD deaths over a mean 12-year follow-up. In the overall study population, discrimination with the MESA Risk Score with CAC and the PCE was almost identical for both outcomes (C-statistics: 0.80 and 0.79 for CHD death, 0.77 and 0.78 for CVD death, respectively). Addition of CAC to the PCE improved risk discrimination, yielding the largest C-statistics. The MESA Risk Score with CAC and the PCE plus CAC showed the best discrimination among the 45% of patients with 5% to 20% estimated risk. Secondary analyses by estimated CVD risk strata showed modestly improved risk discrimination with CAC also among low- and high-estimated risk groups.

conclusionsOur findings support the current guideline recommendation to use, among available risk scores, the PCE for initial risk assessment and to use CAC for further risk assessment in a broad borderline and intermediate risk group. Also, in select individuals at low or high estimated risk, CAC modestly improved discrimination. Studies in unselected populations will lead to further understanding of the potential value of tools combining risk scores and CAC for optimal risk assessment.

Indexed as

Coronary Artery DiseaseVascular CalcificationAgedCalciumCoronary VesselsFemaleHumansMaleMiddle AgedPredictive Value of TestsRetrospective StudiesRisk AssessmentRisk FactorsCalciumcardiovascular diseasecoronary artery calciummortalityriskscore

Identifiers

PMID31954640
PMCPMC7343587
OpenAlexW2998912485

What OpenQuestion holds

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Registered trials

None linked

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.