Sign in
GeneticsJournal of Epidemiology & Community Health
Peer-reviewed journal article

Causal Associations Between Body Mass Index and Mental Health: A Mendelian Randomization Study

Nina van den BroekiD, Jorien L. TreuriD, Junilla K. LarseniD, Maaike VerhageniD, Karin J. H. VerweijiD, Jacqueline M. VinkiD

Abstract

BackgroundBody Mass Index (BMI) is negatively correlated with subjective well-being and positively correlated with depressive symptoms. Whether these associations reflect causal effects or confounding is unclear.\n\nMethodsWe examined causal effects between BMI and subjective well-being/depressive symptoms with bi-directional, two-sample Mendelian randomization using summary-level data from large genome-wide association studies. Genetic variants robustly related to the exposure variable acted as instrumental variable (two thresholds were used; p<5e-08 and p<1e-05). These instruments were then associated with the outcome variable. Pleiotropy was corrected for by two sensitivity analyses.\n\nResultsSubstantial evidence was found for a causal effect of BMI on mental health, such that a higher BMI decreased subjective well-being and increased depressive symptoms. No consistent evidence was found for causality in the other direction.\n\nConclusionsThis study provides support for a higher BMI causing poorer mental health. Further research should corroborate these findings and consider non-linear effects and sex differences.

PDFDOI

02 /Specification & Classification

Click any tag to browse matching papers

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISSpeed '19Speed '18Hagenaars '17Pathak '23Dong '21Avinun '19
73% semantic matchGenetics
Maria Simonsen Speed, Oskar Hougaard Jefsen, Anders Dupont Børglum+2 more·Translational Psychiatry·Aug 5, 2019· 153 citations