bioRxivGeneticsPreprint
Genetic comorbidity between major depression and cardio-metabolic disease, stratified by age at onset of major depression.
Saskia P. HagenaarsiD, JRI Coleman, Shing Wan ChoiiD, Héléna A. GaspariD, Mark J. AdamsiD, David M. HowardiD, Karen HodgsoniD, Matthew TrayloriD, Tracy AiriD, Till F. M. AndlaueriD, Volker AroltiD, B. Baune, E BinderiD, DHR Blackwood, Dorret Irene BoomsmaiD, Archie I CampbelliD, Micah CearnsiD, Darina CzamaraiD, Udo DannlowskiiD, Katharina DomschkeiD, Eco J. C. de GeusiD, SP Hamilton, Caroline HaywardiD, Ian Bernard HickieiD, Jouke‐Jan HottengaiD, , Cathryn M. LewisiD
Abstract
IntroductionIts imperative to understand the specific and shared aetiologies of major depression and cardio-metabolic disease, as both traits are frequently comorbid and each represents a major burden to society. This study examined whether there is a genetic association between major depression and cardio-metabolic traits and if this association is stratified by age at onset for major depression.\n\nMethodsPolygenic risk scores analysis and linkage disequilibrium score regression was performed to examine whether differences in shared genetic aetiology exist between depression case control status (N cases = 40,940, N controls = 67,532), earlier (N = 15,844), and later onset depression (N = 15,800) with body mass index, coronary artery disease, stroke, and type 2 diabetes in eleven data sets from the Psychiatric Genomics Consortium, Generation Scotland, and UK Biobank.\n\nResultsAll cardio-metabolic polygenic risk scores were associated with depression status. Significant genetic correlations were found between depression and body mass index, coronary artery disease, and type 2 diabetes. Higher polygenic risk for body mass index, coronary artery disease and type 2 diabetes was associated with both early and later onset depression, while higher polygenic risk for stroke was associated with later onset depression only. Significant genetic correlations were found between body mass index and later onset depression, and between coronary artery disease and both early and late onset depression.\n\nConclusionsThe phenotypic associations between major depression and cardio-metabolic traits may partly reflect their overlapping genetic aetiology irrespective of the age depression first presents.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 3
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
- Differential associations of various depression-related phenotypes with cardiometabolic risks: Identification of shared genetic factors and implications for drug repositioning
Brian Chi‐Fung Wong, Carlos Kwan‐Long Chau, … Hon‐Cheong So·bioRxiv·Aug 23, 2017
- Genetic risk for major depressive disorder and loneliness in gender-specific associations with coronary artery disease
Jessica Kiri Dennis, Julia Sealock, … Lea Karatheodoris Davis·Molecular PsychiatryPeer-reviewed·Dec 3, 2019
- Clustering of major depressive disorder genetic instruments identifies distinct and directionally opposing effects on cardiometabolic risk
Dale Handley, Renu Bala, … Jessica Tyrrell·medRxiv·Mar 17, 2026
- Mapping genetic convergence across brain structure, mental health, and cardiometabolic disease
Jakub Kopál, Alexey A. Shadrin, … Ole A. Andreassen·Communications MedicinePeer-reviewed·Jul 27, 2026
- Shared mechanisms between coronary heart disease and depression: findings from a large UK general population-based cohort
Golam Mohammed Khandaker, Verena Zuber, … Stephen Burgess·Molecular PsychiatryPeer-reviewed·Mar 19, 2019
- Depression with atypical neurovegetative symptoms shares genetic predisposition with immuno-metabolic traits and alcohol consumption
Isabella Badini, Jonathan R.I. Coleman, … Chiara Fabbri·Psychological MedicinePeer-reviewed·Jul 6, 2020