Evidence map›Paper›PMID 37788634›Full record

ArticleEuropean journal of preventive cardiology2024

Soluble urokinase Plasminogen Activator Receptor (suPAR) mediates the effect of a lower education level on adverse outcomes in patients with coronary artery disease.

David Füller, Chang Liu, Yi-An Ko, Ayman A Alkhoder, Shivang R Desai, Zakaria Almuwaqqat, Shivani A Patel, Kiran Ejaz, Tanveer Kauser, Mohamed Afif Martini and 4 more

Open access · bronzeAbstract read
In one paragraph

Article in European journal of preventive cardiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
1.5field-weighted citation impact, top 15% 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

2 citing papers in PubMed, 7 citations in OpenAlex.

  1. Article
  2. Genetic associations with socioeconomic status are limited in explaining the socioeconomic health gradient.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors at 1 institution in 2 countries.

David FüllerEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.ORCID 0000-0002-4967-6517
Chang LiuEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.ORCID 0000-0002-8918-7224
Yi-An KoDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA.ORCID 0000-0002-6543-9765
Ayman A AlkhoderEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Shivang R DesaiEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Zakaria AlmuwaqqatEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Shivani A PatelDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Kiran EjazEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Tanveer KauserEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.ORCID 0009-0003-4561-2203
Mohamed Afif MartiniEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Zain AlviEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Puja K MehtaEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Laurence S SperlingEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Arshed A QuyyumiEmory Clinical Cardiovascular Research Institute, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1462 Clifton Road NE, Suite 507, Atlanta, GA 30322, USA.
Emory University · US

Funding

Serious Hazards of Transfusion & Cellular Therapies: Mechanisms and InterventionP01HL086773 · NHLBI · EMORY UNIVERSITY · PI JONES, DEAN PAUL · 2008 to 2019
$17.9M
Translational Research Core - Engagement and Behavior ChangeP30DK111024 · NIDDK · EMORY UNIVERSITY · PI Mohammed Kumail Ali · 2016 to 2026
$13.4M
Spousal Influences on Subclinical and Clinical Vascular and Myocardial DiseaseP01HL154996 · NHLBI · EMORY UNIVERSITY · PI Shivani A Patel · 2022 to 2026
$13.4M
Neuro HPA Project 1U54AG062334 · NIA · EMORY UNIVERSITY · PI Cecile Delille Lahiri, Vasiliki Michopoulos · 2018 to 2026
$12.2M
Vascular Responses During Mental StressP01HL101398 · NHLBI · EMORY UNIVERSITY · PI QUYYUMI, ARSHED A · 2010 to 2015
$11.0M
Mental Stress and Myocardial Ischemia after MI: Sex Differences, Mechanisms and PrognosisR01HL109413 · NHLBI · EMORY UNIVERSITY · PI VACCARINO, VIOLA · 2012 to 2023
$6.9M
Multidisciplinary Research Training to Reduce Inequities in Cardiovascular HealthT32HL130025 · NHLBI · EMORY UNIVERSITY · PI Tené T Lewis, Viola Vaccarino · 2016 to 2026
$6.4M
Metabolomics of subclinical and clinical cardiovascular diseaseP20HL113451 · NHLBI · EMORY UNIVERSITY · PI JONES, DEAN PAUL · 2012 to 2016
$4.3M
Granulocyte-Macrophage Colony Stimulated Factor (GM-CSF) in Peripheral Arterial DiseaseR33HL138657 · NHLBI · EMORY UNIVERSITY · PI QUYYUMI, ARSHED A · 2018 to 2021
$3.0M
Elucidating the role of the gut reservoir and inflammation in driving cardiovascular disease among persons living with HIVR01HL166004 · NHLBI · EMORY UNIVERSITY · PI GAVEGNANO, CHRISTINA, LAHIRI, CECILE DELILLE · 2022 to 2025
$3.0M
Human iPSC-derived endothelial cells as Vascular TherapeuticsR61HL154116 · NHLBI · EMORY UNIVERSITY · PI YOON, YOUNG-SUP · 2020 to 2021
$1.1M
NHLBI NIH HHS P01 HL086773NHLBI NIH HHS P01 HL101398NHLBI NIH HHS P01 HL154996NHLBI NIH HHS P20 HL113451NHLBI NIH HHS R01 HL109413NHLBI NIH HHS R01 HL166004NHLBI NIH HHS R33 HL138657NHLBI NIH HHS R61 HL154116NHLBI NIH HHS T32 HL130025NIA NIH HHS U54 AG062334NIDDK NIH HHS P30 DK111024NIH HHS P01HL154996-01A1
6 · The paper itself

Abstract

aimsTo investigate whether the adverse impact of lower educational attainment on mortality risk in patients with coronary artery disease (CAD) is mediated by the activation of inflammatory and immune pathways, estimated as elevated soluble urokinase plasminogen activator receptor levels. METHODS AND

resultsIn 3164 patients undergoing coronary angiography, we investigated multivariable associations between suPAR and educational attainment and assessed the relationship between a lower educational level (defined as a high-school degree or less as the highest educational qualification) and outcomes using Cox proportional hazard and Fine and Gray's subdistribution competing risk models. The potential mediating effect through suPAR and high-sensitivity C-reactive protein (hs-CRP) was assessed using mediation analysis. A total of 1814 patients (57.3%) had achieved a higher (≥college) education level and 1350 patients (42.7%) a lower (≤high school) education level. Soluble urokinase plasminogen activator receptor levels were 9.0% [95% confidence interval (CI) 6.3-11.8, P ≤ 0.0001] higher in patients with lower educational qualifications than in those with higher educational qualifications after covariate adjustment. Lower educational attainment was associated with a higher risk of cardiovascular death after adjustment for demographic, clinical, and behavioural covariates, including CAD severity and heart failure history, medication use, and hs-CRP levels [hazard ratio 1.26 (95% CI 1.02-1.55, P = 0.03)]. However, after adjustment for suPAR levels, the effect of a lower educational level on cardiovascular death became insignificant. Values were similar for all-cause death. Soluble urokinase plasminogen activator receptor levels mediated 49% and hs-CRP levels 17% of the cardiovascular death risk attributable to lower educational attainment.

conclusionCirculating suPAR levels importantly mediate the effects of lower educational attainment on mortality, indicating the importance of systemic inflammation and immune dysregulation as biologic mediators of adverse social determinants of health.

Indexed as

Coronary Artery DiseaseBiomarkersC-Reactive ProteinEducational StatusHumansPrognosisReceptors, Urokinase Plasminogen ActivatorBiomarkersC-Reactive ProteinReceptors, Urokinase Plasminogen ActivatorBiology of adversityCAD outcomesEducationSocial determinants of healthsuPAR

Identifiers

PMID37788634
PMCPMC10972630
OpenAlexW4387298460

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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.