ArticleMicrobiome2021
Indoor bacterial, fungal and viral species and functional genes in urban and rural schools in Shanxi Province, China-association with asthma, rhinitis and rhinoconjunctivitis in high school students.
Article in Microbiome, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it, 74 citations in OpenAlex.
- The Indoor Microbiome: Sampling, Analysis and Emerging Trends.Environmental microbiology reports · 2026Pooled it
- Classroom microbiome signatures of pest management associate with reduced asthma symptoms.The Journal of allergy and clinical immunology · 2026Article
- Associations of indoor bacterial, metabolomic, and other chemical exposures with allergic rhinitis in school-aged children.BMC microbiology · 2026Article
- Beta-diversity of urban vegetation shapes microbial heterogeneity and maintains healthy environment.Nature communications · 2026Article
- Unveiling microbial risks in Chinese household dust: a comprehensive analysis from absolute abundance to virulence unit.Microbiome · 2026Article
- Global, regional, and national burden of upper respiratory infections in adolescents and young adults: an analysis of the Global Burden of Disease Study 2021.Journal of thoracic disease · 2026Article
- Linking the bed dust microbiome with environmental factors and child respiratory health.Annals of human biology · 2025Article
- A Sustainable Combined Approach to Control the Microbial Bioburden in the School Environment.Microorganisms · 2025Article
- Indoor bioaerosols and asthma: Overview, implications, and mitigation strategies.The Journal of allergy and clinical immunology · 2025Review
- Multi-omics in Allergic Rhinitis: Mechanism Dissection and Precision Medicine.Clinical reviews in allergy & immunology · 2025Review
- Prediction of daily childhood asthma exacerbation from ambient meteorological, environmental risk factors and respiratory viruses, Philadelphia, PA, 2011 to 2016.Environmental science and pollution research international · 2025Article
- From lockdown to recovery: changing patterns of viral infection severity in a pediatric cohort with asthma.Frontiers in allergy · 2025Article
- Nasal, dermal, oral and indoor dust microbe and their interrelationship in children with allergic rhinitis.BMC microbiology · 2024Article
- Article
- The Role of Biodiversity in the Development of Asthma and Allergic Sensitization: A State-of-the-Science Review.Environmental health perspectives · 2024Review
- Resistome in the indoor dust samples from workplaces and households: a pilot study.Frontiers in cellular and infection microbiology · 2024Article
- Balancing water conservation and health: do water-saving showerheads impact the microbes we breathe in during showering?Frontiers in microbiomes · 2024Article
- Exploring the role of indoor microbiome and environmental characteristics in rhinitis symptoms among university students.Frontiers in microbiomes · 2024Article
- Environmental determinants and demographic influences on global urban microbiomes, antimicrobial resistance and pathogenicity.NPJ biofilms and microbiomes · 2023Article
- Indoor metabolites and chemicals outperform microbiome in classifying childhood asthma and allergic rhinitis.Eco-Environment & Health · 2023Article
Corrections and comments
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Authors and funding
12 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundStudies in developed countries have reported that the prevalence of asthma and rhinitis is higher in urban areas than in rural areas, and this phenomenon is associated with urbanization and changing indoor microbiome exposure. Developing countries such as China have experienced rapid urbanization in past years, but no study has investigated microbiome exposure and urban-rural health effects in these countries.
methodsNine high schools from urban and rural areas were randomly selected in Shanxi Province, China, and classroom vacuum dust was collected for shotgun metagenomic sequencing. A self-administered questionnaire was collected from 1332 students for personal information and health data. Three-level logistic regression was performed between microbial richness/abundance/functional pathways and the occurrence of asthma and rhinitis symptoms.
resultsConsistent with developed countries, the prevalence of wheeze and rhinitis was higher in urban areas than in rural areas (p < 0.05). Metagenomic profiling revealed 8302 bacterial, 395 archaeal, 744 fungal, 524 protist and 1103 viral species in classroom dust. Actinobacteria (mean relative abundance 49.7%), Gammaproteobacteria (18.4%) and Alphaproteobacteria (10.0%) were the most abundant bacterial classes. The overall microbiome composition was significantly different between urban and rural schools (p = 0.001, Adonis). Species from Betaproteobactera, Gammaproteobacteria and Bacilli were enriched in urban schools, and species from Actinobacteria and Cyanobacteria were enriched in rural schools. Potential pathogens were present in higher abundance in urban schools than in rural schools (p < 0.05). Pseudoalteromonas, Neospora caninum and Microbacterium foliorum were positively associated with the occurrence of wheeze, rhinitis and rhinoconjunctivitis, and Brachybacterium was protectively (negatively) associated with rhinitis (p < 0.01). The abundance of human endocrine and metabolic disease pathways was positively associated with rhinitis (p = 0.008), and butyrate and propionate metabolic genes and pathways were significantly enriched in rural schools (p < 0.005), in line with previous findings that these short-chain fatty acids protect against inflammatory diseases in the human gut.
conclusionsWe conducted the first indoor microbiome survey in urban/rural environments with shotgun metagenomics, and the results revealed high-resolution microbial taxonomic and functional profiling and potential health effects. Video abstract.
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