TY - JOUR
T1 - Investigating the impact of poverty on mental illness in the UK Biobank using Mendelian randomization
AU - Marchi, Mattia
AU - Alkema, Anne
AU - Xia, Charley
AU - Thio, Chris H. L.
AU - Chen, Li-Yu
AU - Schalkwijk, Winni
AU - Galeazzi, Gian M.
AU - Ferrari, Silvia
AU - Pingani, Luca
AU - Kweon, Hyeokmoon
AU - Evans-Lacko, Sara
AU - David Hill, W.
AU - Boks, Marco P.
N1 - Conceptualization: M.M., M.P.M.B. and W.D.H. Methodology: M.M., M.P.M.B., W.D.H., C.X. and C.H.L.T. Software: M.M., C.X., W.D.H. and C.H.L.T. Formal Analysis: M.M., W.D.H. and C.X. Resources: M.M., W.D.H., C.X., C.H.L.T., H.K. and M.P.M.B. Data Curation: M.M., M.P.M.B., W.D.H., C.X. and H.K. Writing - Original Draft: M.M., A.A., W.S. and L.-Y.C. Writing - Review & Editing: M.P.M.B., G.M.G., S.F., L.P., S.E.-L., C.H.L.T., C.X., W.D.H., M.M., A.A. and W.S. Visualization: M.M. and W.D.H. Supervision: M.P.M.B. and W.D.H. All the authors approved the final version of the manuscript.
PY - 2024/9
Y1 - 2024/9
N2 - 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.
AB - 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.
KW - economics
KW - human behaviour
KW - psychiatric disorders
KW - risk factors
UR - https://github.com/MattiaMarchi/Common-factor-GWAS---MR
UR - https://osf.io/rg8sh/
U2 - 10.1038/s41562-024-01919-3
DO - 10.1038/s41562-024-01919-3
M3 - Article
C2 - 38987359
AN - SCOPUS:85198125396
SN - 2397-3374
VL - 8
SP - 1771
EP - 1783
JO - Nature Human Behaviour
JF - Nature Human Behaviour
IS - 9
ER -