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.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 66
- FWCI
- 3.53
- Field percentile
- top 7%
- Organism
- Assay
- Research Focus
- Approach
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.
Related papers
- Investigating the Association Between Body Fat and Depression via Mendelian Randomization
Maria Simonsen Speed, Oskar Hougaard Jefsen, … Søren Dinesen Østergaard·Translational PsychiatryPeer-reviewed·Aug 5, 2019
- Does Neuroticism Cause Depression? A Mendelian Randomization Study
Doug Speed, Gibran Hemani, … Søren Dinesen Østergaard·bioRxiv·Sep 18, 2018
- Cognitive ability and physical health: a Mendelian randomization study
Saskia P. Hagenaars, Catharine R. Galé, … Sarah E. Harris·Scientific ReportsPeer-reviewed·May 25, 2017
- Investigating the causal effects of childhood and adulthood adiposity on later life mental health outcome: a Mendelian randomisation study
Sweta Pathak, Tom G. Richardson, … Ben Michael Brumpton·medRxiv·May 9, 2023
- Phenome-wide investigation of the causal associations between childhood BMI and adult outcomes: A two-sample Mendelian randomization study
Shan‐Shan Dong, Kun Zhang, … Tie‐Lin Yang·Genome MedicinePeer-reviewed·Mar 26, 2021
- A Polygenic Score for Body Mass Index is Associated with Depressive Symptoms via Early Life Stress: Evidence for Gene-Environment Correlation
Reut Avinun, Ahmad R. Hariri·Journal of Psychiatric ResearchPeer-reviewed·Aug 16, 2019