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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
  • University of Bristol
  • Cardiff University
  • Imperial College London
  • St George's University Hospitals NHS Foundation Trust
  • University Hospitals Bristol NHS Foundation Trust

Research output: Contribution to journalArticlepeer-review

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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.

Original languageEnglish
Article numbere019340
JournalJournal of the American Heart Association
Volume10
Issue number17
Early online date2 Sept 2021
DOIs
Publication statusPublished - 7 Sept 2021

Data Availability Statement

The data used for the observational analyses conducted in this study are available to qualified researchers upon application to the UK Biobank (https://www.ukbiobank.ac.uk/researchers/). The data used for the MR analyses conducted in this study are publicly available via the cited references. The scripts used to conduct the analyses are available at https://github.com/MRCIEU/education_mentalhealth_CVD/

Acknowledgements

We are grateful to the participants of the UK Biobank and the individuals who contributed to each of the previous GWAS analyses conducted, as well as all of the research staff who worked on the data collection. This research was conducted using the UK Biobank Resource under application number 9142.

Funding

R.E.W., H.M.S., A.R.C., D.G., and M.R.M. are all members of the Medical Research Council (MRC) Integrative Epidemiology Unit at the University of Bristol funded by the MRC: http://www.mrc.ac.uk [MC_UU_00011/7]. D.G. is supported by the Wellcome Trust 4i Programme (203928/Z/16/Z) and British Heart Foundation Research Centre of Excellence (RE/18/4/34215) at Imperial College London, and by a National Institute for Health Research Clinical Lectureship (CL‐2020‐16‐001) at St. George's, University of London. This study was supported by the National Institute Health Research (NIHR) Biomedical Research Centre at the University Hospitals Bristol National Health Service (NHS) Foundation Trust and the University of Bristol. The views expressed in this publication are those of the authors and not necessarily those of the NHS, NIHR, or Department of Health and Social Care.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  2. SDG 4 - Quality Education
    SDG 4 Quality Education

Keywords

  • Anxiety
  • Cardiovascular disease
  • Depression
  • Education
  • Mendelian randomization

ASJC Scopus subject areas

  • Cardiology and Cardiovascular Medicine

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