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Updated: Jan 10, 2026

Composition and Distribution Analysis of Bioaerosols Under Different Environmental Conditions
Published on: January 7, 2019
Airborne Microbial Signatures of Sleep Apnea Risk: Enrichment of Human-Associated and Loss of Environmental Taxa
Hesham Amin1, Randi J Bertelsen1, Christine Cramer2,3
1Department of Clinical Science, University of Bergen, Bergen, Norway.
Abstract:
Sleep disorders such as obstructive sleep apnea (OSA) may be influenced by environmental exposures, yet the contribution of indoor microbial communities is not well understood. In this study, we examined whether the composition and load of airborne bacteria in bedrooms were associated with the Multivariable Apnea Prediction (MAP) index, a validated indicator of OSA risk. Bedroom air was sampled using electrostatic dust fall collectors in five Nordic centres participating in ECRHS III. Dust was analysed for bacterial load, endotoxin levels, and microbial composition using qPCR, LAL assay, and 16S rRNA sequencing. Associations between microbial exposures and MAP index were assessed using linear regression and categorical MAP cutoffs (≥ 0.5 and ≥ 0.7) adjusting for environmental factors. Bacterial community composition differed significantly between MAP groups, and participants with MAP ≥ 0.7 showed higher bacterial loads. However, alpha diversity and endotoxin levels did not vary by MAP category. A total of 35 bacterial genera were associated with MAP scores; taxa enriched in individuals with higher MAP values were primarily anaerobic and human-associated, whereas negatively associated genera were mostly aerobic and environmental. These findings suggest that the bedroom microbiome may carry a distinct microbial signature related to elevated OSA risk, potentially reflecting or contributing to sleep-disordered breathing.
Insights
The bedroom microbiome may be linked to obstructive sleep apnea (OSA) risk. Specific airborne bacteria in bedrooms were associated with higher OSA risk indicators, suggesting a potential role for indoor microbes in sleep disorders.
Area of Science:
- Environmental microbiology
- Sleep medicine
- Respiratory health
Background:
- Obstructive sleep apnea (OSA) is a common sleep disorder.
- Environmental exposures are suspected to influence OSA, but indoor microbial contributions are unclear.
- The Multivariable Apnea Prediction (MAP) index is a validated measure of OSA risk.
Purpose of the Study:
- To investigate the association between bedroom airborne bacterial communities and the MAP index.
- To determine if bacterial load and composition in indoor environments correlate with OSA risk.
Main Methods:
- Air sampling using electrostatic dust fall collectors in Nordic centers.
- Analysis of dust for bacterial load, endotoxin levels, and microbial composition via qPCR, LAL assay, and 16S rRNA sequencing.
- Statistical assessment of associations between microbial exposures and MAP index using linear regression.
Main Results:
- Bacterial community composition significantly differed between MAP index groups.
- Higher bacterial loads were observed in participants with a MAP index ≥ 0.7.
- Specific bacterial genera, particularly anaerobic and human-associated taxa, were enriched in individuals with higher MAP values.
Conclusions:
- The bedroom microbiome may present a distinct microbial signature associated with elevated OSA risk.
- Indoor airborne bacteria could reflect or contribute to the development of sleep-disordered breathing.
- Further research is warranted to elucidate the causal relationship between the indoor microbiome and OSA.
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