Evidence map›Paper›PMID 34049926›Full record

ArticleJournal of epidemiology and community health2021

Roles of allostatic load, lifestyle and clinical risk factors in mediating the association between education and coronary heart disease risk in Europe.

Blánaid Hicks, Giovanni Veronesi, Marco M Ferrario, Hannah Forrest, Margaret Whitehead, Finn Diderichsen, Hugh Tunstall-Pedoe, Kari Kuulasmaa, Susana Sans, Veikko Salomaa and 11 more

Open access · hybridAbstract read
In one paragraph

Article in Journal of epidemiology and community health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 2 pooled it
6.3field-weighted citation impact, top 3% 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

17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 31 citations in OpenAlex.

  1. Allostatic Load and Cardiovascular Disease: A Systematic Review.American journal of preventive medicine · 2025
    Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Socio-economic position and sudden cardiac death: a Danish nationwide study.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
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Article
  17. 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

21 authors at 12 institutions in 7 countries.

Blánaid HicksCentre for Public Health, Queen's University Belfast, Belfast, UK B.Hicks@qub.ac.uk.ORCID 0000-0002-5730-9469
Giovanni VeronesiResearch Center in Epidemiology and Preventive Medicine, Department of Medicine and Surgery, University of Insubria, Varese, Italy.
Marco M FerrarioResearch Center in Epidemiology and Preventive Medicine, Department of Medicine and Surgery, University of Insubria, Varese, Italy.ORCID 0000-0003-2741-7124
Hannah ForrestResearch Center in Epidemiology and Preventive Medicine, Department of Medicine and Surgery, University of Insubria, Varese, Italy.
Margaret WhiteheadDepartment of Public Health and Policy, Institute of Population Health and Sciences, University of Liverpool, Liverpool, UK.
Finn DiderichsenDepartment of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-9998-4972
Hugh Tunstall-PedoeCardiovascular Epidemiology Unit, Institute of Cardiovascular Research, University of Dundee, Dundee, UK.
Kari KuulasmaaDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Susana SansCatalan Department of Health, Barcelona, Spain.
Veikko SalomaaDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Barbara ThorandInstitute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
Annette PetersInstitute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
Stefan SoderbergDepartment of Public Health and Clinical Medicine, Umea Universitet, Umea, Sweden.
Giancarlo CesanaResearch Centre on Public Health, Department of Medicine and Surgery, University of Milan-Bicocca, Monza, Italy.
Martin BobakDepartment of Epidemiology and Public Health, University College London, London, UK.
Licia IacovielloResearch Center in Epidemiology and Preventive Medicine, Department of Medicine and Surgery, University of Insubria, Varese, Italy.
Luigi PalmieriDepartment of Cardiovascular, Endocrine-Metabolic Diseases, and Ageing, National Institute of Health, Roma, Lazio, Italy.
Tanja ZellerDepartment of Cardiology, University Heart and Vascular Centre, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany.
Stefan BlankenbergDepartment of Cardiology, University Heart and Vascular Centre, Universitätsklinikum Hamburg-Eppendorf, Hamburg, Germany.
Frank KeeCentre for Public Health, Queen's University Belfast, Belfast, UK.
MORGAM/BiomarCaRE consortium
University of Insubria · ITFinnish Institute for Health and Welfare · FIHelmholtz Zentrum München · DEQueen's University Belfast · GBUniversität Hamburg · DECatalan Society of Family and Community Medicine · ESUmeå University · SEUniversity College London · GBUniversity of Copenhagen · DKUniversity of Dundee · GBUniversity of Liverpool · GBUniversity of Milano-Bicocca · IT

Funding

Medical Research Council G0601463
6 · The paper itself

Abstract

backgroundPrevious studies have shown that differential exposure to lifestyle factors may mediate the association between education and coronary heart diseases (CHD). However, few studies have examined the potential roles of allostatic load (AL) or differential susceptibility.

methods25 310 men and 26 018 women aged 35-74 and CHD free at baseline were identified from 21 European cohorts and followed for a median of 10 years, to investigate the mediating role of AL, as well as of smoking, alcohol use and body mass index (BMI), on educational differences in CHD incidence, applying marginal structural models and three-way decomposition.

resultsAL is a mediator of the association between educational status and CHD incidence, with the highest proportion mediated observed among women and largely attributable to differential exposure, (28% (95% CI 19% to 44%)), with 8% (95% CI 0% to 16%) attributable to differential susceptibility. The mediating effects of smoking, alcohol and BMI, compared with AL, were relatively small for both men and women.

conclusionOverall, the educational inequalities in CHD incidence were partially mediated through differential exposure to AL. By contrast, the mediation of the educational gradient in CHD by investigated lifestyle risk factors was limited. As differential susceptibility in men was found to have a predominant role in the accumulation of AL in low educational classes, the investigation of AL-related risk factors is warranted.

Indexed as

AllostasisCoronary DiseaseEducational StatusEuropeFemaleHumansLife StyleMaleRisk FactorsSmokingcardiovascular diseaseseducationhealth inequalities

Identifiers

PMID34049926
PMCPMC8588289
OpenAlexW3164836182

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.