Journal
ENVIRONMENT INTERNATIONAL
Volume 161, Issue -, Pages -Publisher
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.envint.2022.107137
Keywords
Amplicon sequencing; Repeated cross-sectional study; Microbial diversity and community variation; Asthma; Rhinitis; Eczema; Preschool children; Air pollutants
Categories
Funding
- Natural Science Foundation of Guangdong Province [2020A1515010845, 2021A1515010492]
- National Natural Science Foundation of China [U1901207]
- National Natural Science Foundation of Guangdong Province [U1901207]
- Natural Science Foundation of China [42177419]
- Shanxi One Hundred Excellent Experts Project [9]
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The study revealed a significant increase in the number of observed species in bacterial and fungal communities in classrooms from 2012 to 2019, with drastic changes in microbial community compositions. The temporal microbiome variation was found to be more significant than the spatial variation within the city. Additionally, indoor microorganisms were shown to play a mediating role in the association between environmental characteristics and health effects, indicating the importance of incorporating both biological and chemical exposure in comprehensive exposure assessments.
Background: Indoor microbiome exposure is associated with asthma, rhinitis and eczema. However, no studies report the interactions between environmental characteristics, indoor microbiome and health effects in a repeated cross-sectional framework. Methods: 1,279 and 1,121 preschool children in an industrial city (Taiyuan) of China were assessed for asthma, rhinitis and eczema symptoms in 2012 and 2019 by self-administered questionnaires, respectively. Bacteria and fungi in classroom vacuum dust were characterized by culture-independent amplicon sequencing. Multi-level logistic/linear regression was performed in two cross-sectional and two combined models to assess the associations. Results: The number of observed species in bacterial and fungal communities in classrooms increased significantly from 2012 to 2019, and the compositions of the microbial communities were drastically changed (p < 0.001). The temporal microbiome variation was significantly larger than the spatial variation within the city (p < 0.001). Annual average outdoor SO2 concentration decreased by 60.7%, whereas NO2 and PM10 concentra-tions increased by 63.3% and 40.0% from 2012 to 2019, which were both associated with indoor microbiome variation (PERMANOVA p < 0.001). The prevalence of asthma (2.0% to 3.3%, p = 0.06) and rhinitis (28.0% to 25.3%, p = 0.13) were not significantly changed, but the prevalence of eczema was increased (3.6% to 7.0%; p < 0.001). Aspergillus subversicolor, Collinsella and Cutibacterium were positively associated with asthma, rhinitis and eczema, respectively (p < 0.01). Prevotella, Lactobacillus iners and Dolosigranulum were protectively (negatively) associated with rhinitis (p < 0.01), consistent with previous studies in the human respiratory tract. NO2 and PM10 concentrations were negatively associated with rhinitis in a bivariate model, but a multivariate mediation analysis revealed that Prevotella fully mediated the health effects. Conclusions: This is the first study to report the interactions between environmental characteristics, indoor microbiome and health in a repeated cross-sectional framework. The mediating effects of indoor microorganisms suggest incorporating biological with chemical exposure for a comprehensive exposure assessment.
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