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GWAS Study

Investigating the impact of poverty on mental illness in the UK Biobank using Mendelian randomization.

Marchi M, Alkema A, Xia C et al.

38987359 PubMed ID
GWAS Study Type
453689 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

MM
Marchi M
AA
Alkema A
XC
Xia C
TC
Thio CHL
CL
Chen LY
SW
Schalkwijk W
GG
Galeazzi GM
FS
Ferrari S
PL
Pingani L
KH
Kweon H
ES
Evans-Lacko S
DH
David Hill W
BM
Boks MP
Chapter II

Abstract

Summary of the research findings

It is unclear whether poverty and mental illness are causally related. Using UK Biobank and Psychiatric Genomic Consortium data, we examined evidence of causal links between poverty and nine mental illnesses (attention deficit and hyperactivity disorder (ADHD), anorexia nervosa, anxiety disorder, autism spectrum disorder, bipolar disorder, major depressive disorder, obsessive-compulsive disorder, post-traumatic stress disorder and schizophrenia). We applied genomic structural equation modelling to derive a poverty common factor from household income, occupational income and social deprivation. Then, using Mendelian randomization, we found evidence that schizophrenia and ADHD causally contribute to poverty, while poverty contributes to major depressive disorder and schizophrenia but decreases the risk of anorexia nervosa. Poverty may also contribute to ADHD, albeit with uncertainty due to unbalanced pleiotropy. The effects of poverty were reduced by approximately 30% when we adjusted for cognitive ability. Further investigations of the bidirectional relationships between poverty and mental illness are warranted, as they may inform efforts to improve mental health for all.

453,689 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

453689
Total Participants
GWAS
Study Type
No
Replicated
European
Ancestry
U.S., U.K.
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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