1. Causal effects of PM2.5 exposure on neuropsychiatric disorders and the mediation via gut microbiota: A Mendelian randomization study.
- Author
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Li, Chanhua, Chen, Hao, Gu, Ye, Chen, Wanling, Liu, Meiliang, Lei, Qinggui, Li, Yujun, Liang, Xiaomei, Wei, Binyuan, Huang, Dongping, Liu, Shun, Su, Li, Zeng, Xiaoyun, and Wang, Lijun
- Subjects
NEUROBEHAVIORAL disorders ,GUT microbiome ,MEDIATION (Statistics) ,PARTICULATE matter ,RANDOMIZATION (Statistics) ,ALZHEIMER'S disease ,ATTENTION-deficit hyperactivity disorder - Abstract
Growing evidence has revealed the impacts of exposure to fine particulate matter (PM 2.5) and dysbiosis of gut microbiota on neuropsychiatric disorders, but the causal inference remains controversial due to residual confounders in observational studies. This study aimed to examine the causal effects of exposure to PM 2.5 on 4 major neuropsychiatric disorders (number of cases = 18,381 for autism spectrum disorder [ASD], 38,691 for attention deficit hyperactivity disorder [ADHD], 67,390 for schizophrenia, and 21,982 cases for Alzheimer's disease [AD]), and the mediation pathway through gut microbiota. Two-sample Mendelian randomization (MR) analyses were performed, in which genetic instruments were identified from genome-wide association studies (GWASs). The included GWASs were available from (1) MRC Integrative Epidemiology Unit (MRC-IEU) for PM 2.5 , PM coarse , PM 10 , and NO X ; (2) the Psychiatric Genomics Consortium (PGC) for ASD, ADHD, and schizophrenia; (3) MRC-IEU for AD; and (4) MiBioGen for gut microbiota. Multivariable MR analyses were conducted to adjust for exposure to NO X , PM coarse , and PM 10. We also examined the mediation effects of gut microbiota in the associations between PM 2.5 exposure levels and neuropsychiatric disorders, using two-step MR analyses. Each 1 standard deviation (1.06 ug/m
3 ) increment in PM 2.5 concentrations was associated with elevated risk of ASD (odds ratio [OR] 1.42, 95% confidence interval [CI] 1.00–2.02), ADHD (1.51, 1.15–1.98), schizophrenia (1.47, 1.15–1.87), and AD (1.57, 1.16–2.12). For all the 4 neurodevelopmental disorders, the results were robust under various sensitivity analyses, while the MR-Egger method yielded non-significant outcomes. The associations remained significant for all the 4 neuropsychiatric disorders after adjusting for PM coarse , while non-significant after adjusting for NO X and PM 10. The effects of PM 2.5 exposure on ADHD and schizophrenia were partially mediated by Lachnospiraceae and Barnesiella , with the proportions ranging from 8.31% to 15.77%. This study suggested that exposure to PM 2.5 would increase the risk of neuropsychiatric disorders, partially by influencing the profile of gut microbiota. Comprehensive regulations on air pollutants are needed to help prevent neuropsychiatric disorders. • Mendelian randomization showed causal effects of PM 2.5 on neuropsychiatric disorders. • PM 2.5 exposure markedly increased risks for 4 major neuropsychiatric disorders. • The effects of PM 2.5 exposure remained significant after adjusting for PMcoarse. • Alterations in gut microbiota profile could be an underlying mechanism. [ABSTRACT FROM AUTHOR]- Published
- 2024
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