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

Jones, DP; Wootton, RE; Gill, D; Carter, AR; Gunnell, D; Munafò, MR; Sallis, HM (2021) Mental Health as a Mediator of the Association Between Educational Inequality and Cardiovascular Disease: A Mendelian Randomization Study. J Am Heart Assoc, 10 (17). e019340. ISSN 2047-9980 https://doi.org/10.1161/JAHA.120.019340
SGUL Authors: Gill, Dipender Preet Singh

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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.

Item Type: Article
Additional Information: Copyright © 2021 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley Blackwell This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
Keywords: Mendelian randomization, anxiety, cardiovascular disease, depression, education, anxiety, cardiovascular disease, depression, education, Mendelian randomization
SGUL Research Institute / Research Centre: Academic Structure > Infection and Immunity Research Institute (INII)
Journal or Publication Title: J Am Heart Assoc
ISSN: 2047-9980
Language: eng
Dates:
DateEvent
7 September 2021Published
2 September 2021Published Online
26 April 2021Accepted
Publisher License: Creative Commons: Attribution 4.0
Projects:
Project IDFunderFunder ID
MC_UU_00011/7Medical Research Councilhttp://dx.doi.org/10.13039/501100000265
203928/Z/16/ZWellcome Trusthttp://dx.doi.org/10.13039/100004440
RE/18/4/34215British Heart Foundationhttp://dx.doi.org/10.13039/501100000274
CL‐2020‐16‐001National Institute for Health Researchhttp://dx.doi.org/10.13039/501100000272
PubMed ID: 34472355
Web of Science ID: WOS:000693361200061
Go to PubMed abstract
URI: https://openaccess.sgul.ac.uk/id/eprint/113675
Publisher's version: https://doi.org/10.1161/JAHA.120.019340

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