Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/46027
Title: Sex differences in the association between long-term ambient particulate air pollution and the intestinal microbiome composition of children
Authors: VAN PEE, Thessa 
ENGELEN, Liesa 
De Boevre, Marthe
Derrien, Muriel
HOGERVORST, Janneke 
Pero-Gascon, Roger
PLUSQUIN, Michelle 
Poma, Giulia
Vila, Arnau Vich, I
Covaci, Adrian
Vanhaecke, Lynn
De Saeger, Sarah
Raes, Jeroen
NAWROT, Tim 
Issue Date: 2025
Publisher: PERGAMON-ELSEVIER SCIENCE LTD
Source: Environment international, 199 (Art N° 109457)
Abstract: The intestinal microbiome is essential for gastrointestinal and overall health, yet its response to air pollution in children remains underexplored. In a study involving 412 young children from the ENVIRONAGE cohort, stool samples were analysed via Illumina Miseq sequencing to assess microbiome alpha diversity (observed richness, species evenness, and Shannon diversity) and composition. Exposure to previous year particulate air pollution (black carbon, PM2.5, coarse PM, and PM10) was modeled using high-resolution spatial-temporal interpolation models. Multiple linear regression models were adjusted for a priori selected covariables and stratified by sex. Furthermore, we performed a differential relative abundance analysis at family and genus level, while accounting for the same covariables. Statistically significant effect modification by sex was apparent for several intestinal alpha diversity indices and air pollutants. In boys, we observed negative associations between particulate air pollution exposure and intestinal microbiome richness (estimates ranging from -5.55 to -9.06 per interquartile range (IQR) increase in particulate air pollution exposure) and Shannon diversity (estimates ranging from -0.058 to -0.095 per IQR increase). Differently, in girls non-significant positive associations were observed with species evenness (estimates ranging from 0.019 to 0.020 per IQR increase) and Shannon diversity (estimate 0.065 per IQR increase in black carbon). After multiple testing correction, we reported several bacterial families and genera (Streptococcaceae, Clostridiales Incertae Sedis XIII, Coriobacteriaceae, Streptococcus, and Paraprevotella) to be oppositely associated with particulate air pollution exposure in boys and girls. Our findings show a sex-dependent association between particulate air pollution exposure and intestinal microbiome composition, highlighting boys as potentially more vulnerable to diversity loss associated with childhood exposure to particulate pollution.
Notes: Nawrot, TS (corresponding author), Agoralaan Bldg D, B-3590 Diepenbeek, Belgium.
tim.nawrot@uhasselt.be
Keywords: Intestinal microbiome;Alpha diversity;Air pollution;Particulate
Document URI: http://hdl.handle.net/1942/46027
ISSN: 0160-4120
e-ISSN: 1873-6750
DOI: 10.1016/j.envint.2025.109457
ISI #: 001481417100001
Rights: 2025 Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
Category: A1
Type: Journal Contribution
Appears in Collections:Research publications

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