Early-Life Exposure to Ambient Air Pollution and Respiratory Outcomes: Mixture and Sex-Stratified Associations with Inflammatory Cytokine Responses

Evidence on the link between air pollution and inflammatory responses is scarce, especially during early life. This study investigates the associations between air pollution exposure, respiratory outcomes, and cytokine responses during the first year of life, and whether these are modified by sex and temperature. The association of residential exposure to ambient PM 2.5 , PM 10 , and NO 2 with the prevalence of bronchitis and wheezing in 1-year-old infants (n = 606) was examined using logistic regression. In the subcohort (n = 508) with cytokine data (TNF-α, MCP-1, IL-8, IL-6, and IL-10, pg/mL) after lipopolysaccharide stimulation, single pollutants were correlated with inflammatory biomarkers by linear regression, and mixture effects were estimated using Bayesian kernel machine regression (BKMR). All models were stratified by sex and adjusted for covariates and residential greenness. Estimates were calculated per IQR increase in PM 2.5, PM 10 , and NO 2 exposures: 2.0, 2.8, and 9.1 μg/m 3 , respectively. In boys, an IQR increase in PM 2.5 was associated with higher odds of bronchitis (aOR = 1.50, 95% CI: 1.02 - 2.23) and IL-8 concentrations (23.8%, 95% CI: 11.2 - 37.9%). In girls, an IQR increase in PM 2.5 was associated with elevated concentrations of IL-8 (31.9%, 95% CI: 18.6 - 46.7%) and TNF-α (12.8%, 95% CI: 3.9 - 22.6%). All air pollutants were consistently associated with increased IL-10 concentrations in girls, with PM 2.5 having the strongest effect (35.7%, 95% CI: 14.4 - 61.1%) per IQR increment. BKMR mixture analyses revealed a positive non-linear association between the air pollutant mixture, IL-8, and TNF-α when all air pollutants exceeded their 60 th percentile. Infants in the upper temperature tertile showed stronger associations with IL-8 in response to PM 2.5 and NO 2 exposures. Altogether, our findings suggest that PM 2.5 is the primary predictor of respiratory outcomes and inflammatory responses during the first year of life.

Authors

Institutions

Publication Details

Journal
Environmental Pollution
Published
2026-09-01
DOI
https://doi.org/10.1016/j.envpol.2026.129079
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Early-Life Exposure to Ambient Air Pollution and Respiratory Outcomes: Mixture and Sex-Stratified Associations with Inflammatory Cytokine Responses

Roel Vermeulen, Gunda Herberth, Kees de Hoogh, Ana Claudia Zenclussen et al.
Environmental Pollution
Air Quality and Health Impacts
article

Early-Life Exposure to Ambient Air Pollution and Respiratory Outcomes: Mixture and Sex-Stratified Associations with Inflammatory Cytokine Responses

Roel Vermeulen, Gunda Herberth, Kees de Hoogh, Ana Claudia Zenclussen, Sergio Gómez-Olarte, Stefan Röder
article en

Abstract

Evidence on the link between air pollution and inflammatory responses is scarce, especially during early life. This study investigates the associations between air pollution exposure, respiratory outcomes, and cytokine responses during the first year of life, and whether these are modified by sex and temperature. The association of residential exposure to ambient PM 2.5 , PM 10 , and NO 2 with the prevalence of bronchitis and wheezing in 1-year-old infants (n = 606) was examined using logistic regression. In the subcohort (n = 508) with cytokine data (TNF-α, MCP-1, IL-8, IL-6, and IL-10, pg/mL) after lipopolysaccharide stimulation, single pollutants were correlated with inflammatory biomarkers by linear regression, and mixture effects were estimated using Bayesian kernel machine regression (BKMR). All models were stratified by sex and adjusted for covariates and residential greenness. Estimates were calculated per IQR increase in PM 2.5, PM 10 , and NO 2 exposures: 2.0, 2.8, and 9.1 μg/m 3 , respectively. In boys, an IQR increase in PM 2.5 was associated with higher odds of bronchitis (aOR = 1.50, 95% CI: 1.02 - 2.23) and IL-8 concentrations (23.8%, 95% CI: 11.2 - 37.9%). In girls, an IQR increase in PM 2.5 was associated with elevated concentrations of IL-8 (31.9%, 95% CI: 18.6 - 46.7%) and TNF-α (12.8%, 95% CI: 3.9 - 22.6%). All air pollutants were consistently associated with increased IL-10 concentrations in girls, with PM 2.5 having the strongest effect (35.7%, 95% CI: 14.4 - 61.1%) per IQR increment. BKMR mixture analyses revealed a positive non-linear association between the air pollutant mixture, IL-8, and TNF-α when all air pollutants exceeded their 60 th percentile. Infants in the upper temperature tertile showed stronger associations with IL-8 in response to PM 2.5 and NO 2 exposures. Altogether, our findings suggest that PM 2.5 is the primary predictor of respiratory outcomes and inflammatory responses during the first year of life.

Environmental Pollution
Helmholtz Centre for Environmental Research (DE), Utrecht University (NL), German Centre for Cardiovascular Research (DE), Saxon Institute for Applied Biotechnology (DE)
Openalex Percentile: Top 13%
Air Quality and Health Impacts
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.