Jingying Zhou , Zhe Lu , Ke Xu , Guorui Zhao , Yunqing Zhu , Rui Yuan , Yaoyao Sun , Yuyanan Zhang , Weihua Yue
{"title":"Air pollution is the risk factor for psychiatric disorders: a two-step Mendelian randomization study","authors":"Jingying Zhou , Zhe Lu , Ke Xu , Guorui Zhao , Yunqing Zhu , Rui Yuan , Yaoyao Sun , Yuyanan Zhang , Weihua Yue","doi":"10.1016/j.jad.2025.119475","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Ambient air pollution, a significant environmental health threat, has been shown to risk psychiatric disorders according to epidemiological evidence. However, the causal relationships between air pollutants and psychiatric disorders remain unclear.</div></div><div><h3>Methods</h3><div>To reveal the impact of air pollution (including nitrogen dioxide [NO<sub>2</sub>, <em>n</em> = 456,380], particulate matter <2.5 μm [PM<sub>2.5</sub>, <em>n</em> = 423,796], and PM<sub>2.5</sub> absorbance [n = 423,796]) on psychiatric disorders (autism spectrum disorders [ASD, <em>n</em> = 46,351], attention-deficit/hyperactivity disorder [ADHD, <em>n</em> = 55,374], anxiety disorders [ANX, <em>n</em> = 17,310], schizophrenia [SCZ, <em>n</em> = 127,906], and major depressive disorder [MDD, <em>n</em> = 500,199]), the Mendelian Randomization (MR) analysis was conducted. The mediating effects of brain imaging phenotypes were also accessed (<em>n</em> = 8428).</div></div><div><h3>Results</h3><div>MR analysis indicated a significant effect of PM<sub>2.5</sub> on MDD (OR = 1.260, 95 % CI: 1.077–1.474, <em>P</em> = 0.004), which was partially mediated by the volume of left CA4-body (6.18 %) and masked by the grey-white contrast in frontalpole in the right hemisphere parcellation (4.71 %). We also observed that the significant relationship between PM<sub>2.5</sub> absorbance and ADHD (OR = 2.018, 95%CI: 1.250–3.258, <em>P</em> = 0.004), which was masked by rfMRI connectivity (ICA100 edge 25) (13.27 %). Furthermore, we discovered that NO<sub>2</sub> (OR = 1.511, 95 % CI: 1.069–2.136, <em>P</em> = 0.020) or PM<sub>2.5</sub> absorbance (OR = 1.595, 95 % CI: 1.078–2.361, <em>P</em> = 0.020) increased the risk of ASD. In addition, there were associations between NO<sub>2</sub> and SCZ (OR = 1.494, 95%CI: 1.104–2.022, <em>P</em> = 0.009) as well as PM<sub>2.5</sub> and ANX (OR = 2.431, 95%CI: 1.207–4.898, <em>P</em> = 0.013).</div></div><div><h3>Conclusion</h3><div>The findings revealed genetic causal relationships between air pollution and psychiatric disorders, mediated or masked by brain imaging phenotypes. These results may provide insights for mechanistic and clinical research on air pollution-mediated psychiatric disorders.</div></div>","PeriodicalId":14963,"journal":{"name":"Journal of affective disorders","volume":"388 ","pages":"Article 119475"},"PeriodicalIF":4.9000,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of affective disorders","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0165032725009176","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background
Ambient air pollution, a significant environmental health threat, has been shown to risk psychiatric disorders according to epidemiological evidence. However, the causal relationships between air pollutants and psychiatric disorders remain unclear.
Methods
To reveal the impact of air pollution (including nitrogen dioxide [NO2, n = 456,380], particulate matter <2.5 μm [PM2.5, n = 423,796], and PM2.5 absorbance [n = 423,796]) on psychiatric disorders (autism spectrum disorders [ASD, n = 46,351], attention-deficit/hyperactivity disorder [ADHD, n = 55,374], anxiety disorders [ANX, n = 17,310], schizophrenia [SCZ, n = 127,906], and major depressive disorder [MDD, n = 500,199]), the Mendelian Randomization (MR) analysis was conducted. The mediating effects of brain imaging phenotypes were also accessed (n = 8428).
Results
MR analysis indicated a significant effect of PM2.5 on MDD (OR = 1.260, 95 % CI: 1.077–1.474, P = 0.004), which was partially mediated by the volume of left CA4-body (6.18 %) and masked by the grey-white contrast in frontalpole in the right hemisphere parcellation (4.71 %). We also observed that the significant relationship between PM2.5 absorbance and ADHD (OR = 2.018, 95%CI: 1.250–3.258, P = 0.004), which was masked by rfMRI connectivity (ICA100 edge 25) (13.27 %). Furthermore, we discovered that NO2 (OR = 1.511, 95 % CI: 1.069–2.136, P = 0.020) or PM2.5 absorbance (OR = 1.595, 95 % CI: 1.078–2.361, P = 0.020) increased the risk of ASD. In addition, there were associations between NO2 and SCZ (OR = 1.494, 95%CI: 1.104–2.022, P = 0.009) as well as PM2.5 and ANX (OR = 2.431, 95%CI: 1.207–4.898, P = 0.013).
Conclusion
The findings revealed genetic causal relationships between air pollution and psychiatric disorders, mediated or masked by brain imaging phenotypes. These results may provide insights for mechanistic and clinical research on air pollution-mediated psychiatric disorders.
期刊介绍:
The Journal of Affective Disorders publishes papers concerned with affective disorders in the widest sense: depression, mania, mood spectrum, emotions and personality, anxiety and stress. It is interdisciplinary and aims to bring together different approaches for a diverse readership. Top quality papers will be accepted dealing with any aspect of affective disorders, including neuroimaging, cognitive neurosciences, genetics, molecular biology, experimental and clinical neurosciences, pharmacology, neuroimmunoendocrinology, intervention and treatment trials.