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Association of air pollutants with psychiatric disorders: a two-sample Mendelian randomization
Yuan-Yuan Ma1, Qiong-Yan Li1, An-Yu Shi1
1Department of Neurology and Centre for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing 400042, China; Chongqing Key Laboratory of Ageing and Brain Diseases, Chongqing 400042, China; State Key Laboratory of Trauma and Chemical Poisoning, Chongqing 400042, China.
Background:
The link between air pollution and increased risk of psychiatric disorders has been growing in evidence. However, the causal relationship between air pollution and psychiatric disorders remains poorly understood.
Methods:
Single-nucleotide polymorphisms associated with air pollutants (including NOx, NO2, PM2.5, PM2.5-10, and PM10) from the UK Biobank were used as instrumental variables. Summary-level data for psychiatric disorders (major depressive disorder, anxiety, bipolar disorder, schizophrenia, post-traumatic stress disorder, attention deficit hyperactivity disorder, autism spectrum disorder, anorexia nervosa, and obsessive-compulsive disorder) were procured from the Psychiatric Genomics Consortium and FinnGen consortium. Two-sample Mendelian randomization (MR) analysis was conducted to analyze the causal associations.
Results:
The MR analysis revealed significant associations between certain air pollutants and specific types of psychiatric disorders. The inverse-variance weighted model of preliminary analysis indicated that genetically predicted NO2 was associated with increased risks of major depressive disorder (odds ratio [OR]: 1.13, 95 % confidence intervals [CI]: 1.00-1.28, P = 0.041), bipolar disorder (OR: 1.26, 95 % CI: 1.00-1.58, P = 0.0497), schizophrenia (OR: 1.57, 95 % CI: 1.23-2.00, P < 0.001), attention deficit hyperactivity disorder (OR: 1.61, 95 % CI: 1.25-2.09, P < 0.001) and autism spectrum disorder (OR: 1.39, 95 % CI: 1.01-1.91, P = 0.044). Genetically predicted PM2.5 showed a positive association with the risk of major depressive disorder (OR: 1.21, 95 % CI: 1.06-1.39, P = 0.006), bipolar disorder (OR: 1.32, 95 % CI: 1.03-1.69, P = 0.030) and attention deficit hyperactivity disorder (OR: 1.57, 95 % CI: 1.16-2.12, P = 0.004). In addition, our results also indicated that NOx (OR: 1.64, 95 % CI: 1.21-2.21, P = 0.0012) and PM10 (OR: 1.70, 95 % CI: 1.23-2.36, P = 0.0014) could increase the risk of attention deficit hyperactivity disorder.
Conclusions:
The MR analysis provides evidence for the causality of different air pollutants on specific psychiatric disorders, underscoring the importance of mitigating air pollution to reduce the risk of psychiatric disorders.
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