Evidence map›Paper›PMID 34472355›Full record

ArticleJournal of the American Heart Association2021

Mental Health as a Mediator of the Association Between Educational Inequality and Cardiovascular Disease: A Mendelian Randomization Study.

Daniel P Jones, Robyn E Wootton, Dipender Gill, Alice R Carter, David Gunnell, Marcus R Munafò, Hannah M Sallis

Open access · goldAbstract read
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. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
1.8field-weighted citation impact, top 13% 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

18 citing papers in PubMed, 24 citations in OpenAlex.

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  7. Equity and cardiovascular disease: time to take it seriously.The Lancet regional health. Europe · 2025
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  13. Education Level and Self-Reported Cardiovascular Disease in Norway-The Tromsø Study, 1994-2016.International journal of environmental research and public health · 2023
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 1 country.

Daniel P JonesDepartment of Population Health Sciences Bristol Medical School University of Bristol UK.ORCID 0000-0001-8518-3608
Robyn E WoottonDepartment of Population Health Sciences Bristol Medical School University of Bristol UK.
Dipender GillDepartment of Epidemiology and Biostatistics Imperial College London London UK.ORCID 0000-0001-7312-7078
Alice R CarterDepartment of Population Health Sciences Bristol Medical School University of Bristol UK.ORCID 0000-0003-2817-4195
David GunnellDepartment of Population Health Sciences Bristol Medical School University of Bristol UK.
Marcus R MunafòMRC Integrative Epidemiology Unit University of BristolOakfield House Bristol UK.
Hannah M SallisDepartment of Population Health Sciences Bristol Medical School University of Bristol UK.
University of Bristol · GBUniversity Hospitals Bristol NHS Foundation Trust · GBSt George's, University of London · GBUniversities UK · GB

Funding

British Heart Foundation CH/1996001/9454British Heart Foundation RE/18/4/34215Department of Health CL‐2020‐16‐001Medical Research Council MC_PC_17228Medical Research Council MC_QA137853Medical Research Council MC_UU_00011/7Wellcome TrustWellcome Trust 203928/Z/16/Z
6 · The paper itself

Abstract

Background Education is inversely associated with cardiovascular disease (CVD). Several mediators of this have been established; however, a proportion of the protective effect remains unaccounted for. Mental health is a proposed mediator, but current evidence is mixed and subject to bias from confounding factors and reverse causation. Mendelian randomization is an instrumental variable technique that uses genetic proxies for exposures and mediators to reduce such bias. Methods and Results We performed logistic regression and 2-step Mendelian randomization analyses using UK Biobank data and genetic summary statistics to investigate whether educational attainment affects risk of mental health disorders. We then performed mediation analyses to explore whether mental health disorders mediate the association between educational attainment and cardiovascular risk. Higher levels of educational attainment were associated with reduced depression, anxiety, and CVD in observational analyses (odds ratio [OR], 0.79 [95% CI, 0.77-0.81], 0.76 [95% CI, 0.73-0.79], and 0.75 [95% CI, 0.74-0.76], respectively), and Mendelian randomization analyses provided evidence of causality (OR, 0.72 [95% CI, 0.67-0.77], 0.50 [95% CI, 0.42-0.59], and 0.62 [95% CI, 0.58-0.66], respectively). Both anxiety and depression were associated with CVD in observational analyses (OR, 1.63 [95% CI, 1.49-1.79] and 1.70 [95% CI, 1.59-1.82], respectively) but only depression showed evidence of causality in the Mendelian randomization analyses (OR, 1.09; 95% CI, 1.03-1.15). An estimated 2% of the total protective effect of education on CVD was mediated by depression. Conclusions Higher levels of educational attainment protect against mental health disorders, and reduced depression accounts for a small proportion of the total protective effect of education on CVD.

Indexed as

Cardiovascular DiseasesEducational StatusMental HealthAdultAgedFemaleGenome-Wide Association StudyHumansMaleMendelian Randomization AnalysisMiddle AgedRisk FactorsUnited Kingdomanxietycardiovascular diseasedepressioneducationMendelian randomization

Identifiers

PMID34472355
PMCPMC8649303
OpenAlexW3166661459

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.