Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/46027
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dc.contributor.authorVAN PEE, Thessa-
dc.contributor.authorENGELEN, Liesa-
dc.contributor.authorDe Boevre, Marthe-
dc.contributor.authorDerrien, Muriel-
dc.contributor.authorHOGERVORST, Janneke-
dc.contributor.authorPero-Gascon, Roger-
dc.contributor.authorPLUSQUIN, Michelle-
dc.contributor.authorPoma, Giulia-
dc.contributor.authorVila, Arnau Vich, I-
dc.contributor.authorCovaci, Adrian-
dc.contributor.authorVanhaecke, Lynn-
dc.contributor.authorDe Saeger, Sarah-
dc.contributor.authorRaes, Jeroen-
dc.contributor.authorNAWROT, Tim-
dc.date.accessioned2025-05-19T12:16:23Z-
dc.date.available2025-05-19T12:16:23Z-
dc.date.issued2025-
dc.date.submitted2025-05-16T12:12:43Z-
dc.identifier.citationEnvironment international, 199 (Art N° 109457)-
dc.identifier.urihttp://hdl.handle.net/1942/46027-
dc.description.abstractThe 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.-
dc.description.sponsorshipThe ENVIRONAGE birth cohort was initiated by ERC grant (ERC2012-StG.310898) and the current work is supported by grants from the Interuniversity Special Research Fund (iBOF) (grant number 01IB1320, FLEXiGUT). Tim S. Nawrot is a Methusalem grant holder. Thessa Van Pee holds a doctoral fellowship from the Research Foundation Flanders (FWO), grant number: 11C7421N. We thank all mother-child pairs for participating in the study-
dc.language.isoen-
dc.publisherPERGAMON-ELSEVIER SCIENCE LTD-
dc.rights2025 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/).-
dc.subject.otherIntestinal microbiome-
dc.subject.otherAlpha diversity-
dc.subject.otherAir pollution-
dc.subject.otherParticulate-
dc.titleSex differences in the association between long-term ambient particulate air pollution and the intestinal microbiome composition of children-
dc.typeJournal Contribution-
dc.identifier.volume199-
local.format.pages10-
local.bibliographicCitation.jcatA1-
dc.description.notesNawrot, TS (corresponding author), Agoralaan Bldg D, B-3590 Diepenbeek, Belgium.-
dc.description.notestim.nawrot@uhasselt.be-
local.publisher.placeTHE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND-
local.type.refereedRefereed-
local.type.specifiedArticle-
local.bibliographicCitation.artnr109457-
dc.identifier.doi10.1016/j.envint.2025.109457-
dc.identifier.pmid40273556-
dc.identifier.isi001481417100001-
local.provider.typewosris-
local.description.affiliation[Van Pee, Thessa; Engelen, Liesa; Hogervorst, Janneke; Plusquin, Michelle; Nawrot, Tim S.] Hasselt Univ, Ctr Environm Sci, Martelarenlaan 42, B-3500 Hasselt, Belgium.-
local.description.affiliation[De Boevre, Marthe; Pero-Gascon, Roger; De Saeger, Sarah] Univ Ghent, Fac Pharmaceut Sci, Ctr Excellence Mycotoxicol & Publ Hlth, Ottergemsesteenweg 460, B-9000 Ghent, Belgium.-
local.description.affiliation[Derrien, Muriel; Vila, Arnau Vich, I; Raes, Jeroen] Katholieke Univ Leuven, Rega Inst, Dept Microbiol & Immunol, Lab Mol Bacteriol, B-3000 Leuven, Belgium.-
local.description.affiliation[Poma, Giulia; Covaci, Adrian] Univ Antwerp, Toxicol Ctr, Univ Pl 1, B-2610 Antwerp, Belgium.-
local.description.affiliation[Vanhaecke, Lynn] Univ Ghent, Fac Vet Med, Dept Translat Physiol Infectiol & Publ Hlth, Lab Integrat Metabol LIMET, Salisburylaan 133, B-9820 Merelbeke, Belgium.-
local.description.affiliation[De Saeger, Sarah] Univ Johannesburg, Fac Sci, Dept Biotechnol & Food Technol, Johannesburg, South Africa.-
local.description.affiliation[Nawrot, Tim S.] Univ Leuven, Dept Publ Hlth & Primary Care, Herestr 49,Box 706, B-3000 Leuven, Belgium.-
local.uhasselt.internationalyes-
item.fulltextWith Fulltext-
item.fullcitationVAN 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 (2025) Sex differences in the association between long-term ambient particulate air pollution and the intestinal microbiome composition of children. In: Environment international, 199 (Art N° 109457).-
item.contributorVAN PEE, Thessa-
item.contributorENGELEN, Liesa-
item.contributorDe Boevre, Marthe-
item.contributorDerrien, Muriel-
item.contributorHOGERVORST, Janneke-
item.contributorPero-Gascon, Roger-
item.contributorPLUSQUIN, Michelle-
item.contributorPoma, Giulia-
item.contributorVila, Arnau Vich, I-
item.contributorCovaci, Adrian-
item.contributorVanhaecke, Lynn-
item.contributorDe Saeger, Sarah-
item.contributorRaes, Jeroen-
item.contributorNAWROT, Tim-
item.accessRightsOpen Access-
crisitem.journal.issn0160-4120-
crisitem.journal.eissn1873-6750-
Appears in Collections:Research publications
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