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

IF 21.4 1区 心理学 Q1 MULTIDISCIPLINARY SCIENCES Nature Human Behaviour Pub Date : 2024-07-10 DOI:10.1038/s41562-024-01919-3
Mattia Marchi, Anne Alkema, Charley Xia, Chris H. L. Thio, Li-Yu Chen, Winni Schalkwijk, Gian M. Galeazzi, Silvia Ferrari, Luca Pingani, Hyeokmoon Kweon, Sara Evans-Lacko, W. David Hill, Marco P. Boks
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Abstract

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.

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利用孟德尔随机法调查英国生物库中贫困对精神疾病的影响
目前还不清楚贫困与精神疾病是否存在因果关系。我们利用英国生物库和精神病基因组联盟的数据,研究了贫困与九种精神疾病(注意力缺陷和多动障碍(ADHD)、神经性厌食症、焦虑症、自闭症谱系障碍、双相情感障碍、重度抑郁障碍、强迫症、创伤后应激障碍和精神分裂症)之间因果关系的证据。我们运用基因组结构方程模型,从家庭收入、职业收入和社会贫困程度中推导出贫困的共同因素。然后,我们利用孟德尔随机法发现了精神分裂症和多动症与贫困有因果关系的证据,而贫困会导致重度抑郁障碍和精神分裂症,但会降低神经性厌食症的风险。贫困也可能导致多动症,尽管由于多效应不平衡而存在不确定性。当我们对认知能力进行调整后,贫困的影响降低了约 30%。我们有必要进一步研究贫困与精神疾病之间的双向关系,因为这可能为改善所有人的精神健康提供参考。
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来源期刊
Nature Human Behaviour
Nature Human Behaviour Psychology-Social Psychology
CiteScore
36.80
自引率
1.00%
发文量
227
期刊介绍: Nature Human Behaviour is a journal that focuses on publishing research of outstanding significance into any aspect of human behavior.The research can cover various areas such as psychological, biological, and social bases of human behavior.It also includes the study of origins, development, and disorders related to human behavior.The primary aim of the journal is to increase the visibility of research in the field and enhance its societal reach and impact.
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