Airborne Microbial Signatures of Sleep Apnea Risk: Enrichment of Human‐Associated and Loss of Environmental Taxa

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.

Authors

Institutions

Publication Details

Journal
Journal of Sleep Research
Published
2025-11-27
DOI
https://doi.org/10.1111/jsr.70257
Primary Topic
Indoor Air Quality and Microbial Exposure
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Airborne Microbial Signatures of Sleep Apnea Risk: Enrichment of Human‐Associated and Loss of Environmental Taxa

Þórarinn Gíslason, Nils Oskar Jõgi, Hulda Rosa Thorarinsdottir, Christer Janson et al.
Journal of Sleep Research
Indoor Air Quality and Microbial Exposure
article

Airborne Microbial Signatures of Sleep Apnea Risk: Enrichment of Human‐Associated and Loss of Environmental Taxa

Þórarinn Gíslason, Nils Oskar Jõgi, Hulda Rosa Thorarinsdottir, Christer Janson, Hesham Amin, Randi Jacobsen Bertelsen, Vivi Schlünssen, Christine Cramer, Bryndís Benediktsdóttir
article en

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.

Journal of Sleep Research
Reykjavík University (IS), Uppsala University (SE), Uppsala University Hospital (SE), University of Iceland (IS), Aarhus University (DK), Aarhus University Hospital (DK), Danish Ramazzini Center (DK), National University Hospital of Iceland (IS), University of Bergen (NO)
Openalex Percentile: Top 54%
Indoor Air Quality and Microbial Exposure
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.