Prenatal exposure to perfluoroalkyl substances predicts multimodal brain structural and functional outcomes in children aged 5 years: a birth cohort study

dc.contributor.authorBarron, Aaron
dc.contributor.authorDickens, Alex M
dc.contributor.authorTuulari, Jetro J
dc.contributor.authorHyötylainen, Tuulia
dc.contributor.authorKortesluoma, Susanna
dc.contributor.authorMerisaari, Harri
dc.contributor.authorPulli, Elmo P
dc.contributor.authorSilver, Eero
dc.contributor.authorKumpulainen, Venla
dc.contributor.authorCopeland, Anni
dc.contributor.authorSaukko, Ekaterina
dc.contributor.authorLewis, John D
dc.contributor.authorKarlsson, Linnea
dc.contributor.authorOrešič, Matej
dc.contributor.authorKarlsson, Hasse
dc.contributor.organizationfi=Turun biotiedekeskus|en=Turku Bioscience Centre|
dc.contributor.organizationfi=kansanterveystiede|en=Public Health|
dc.contributor.organizationfi=kliiniset neurotieteet|en=Clinical Neurosciences|
dc.contributor.organizationfi=kuvantaminen ja kliininen diagnostiikka|en=Imaging and Clinical Diagnostics|
dc.contributor.organizationfi=psykiatria|en=Psychiatry|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.16217176722
dc.contributor.organization-code1.2.246.10.2458963.20.18586209670
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.69079168212
dc.contributor.organization-code1.2.246.10.2458963.20.74845969893
dc.contributor.organization-code1.2.246.10.2458963.20.94792640685
dc.contributor.organization-code2607008
dc.contributor.organization-code2607316
dc.converis.publication-id504633962
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/504633962
dc.date.accessioned2026-01-21T12:07:53Z
dc.date.available2026-01-21T12:07:53Z
dc.description.abstract<p><strong>Background:</strong> Perfluoroalkyl and polyfluoroalkyl substances (PFAS) are ubiquitous persistent organic pollutants associated with adverse health outcomes in humans. Although they are associated with autism spectrum disorder and behavioural outcomes, whether PFAS affect brain development is unclear. We aimed to characterise the relationship between maternal PFAS and brain structure and function in typically developing children.</p><p><strong>Methods:</strong> This study was set within the FinnBrain Birth Cohort Study, a prospective observational study that enrolled mothers from three clinics in Turku, Finland, during their first trimester of pregnancy. Maternal serum samples at gestational week 24 were analysed for PFAS by mass spectrometry and, at age 5 years, children were assessed through structural, diffusion-weighted, and functional MRI. Whole-brain voxel-level and vertex-level maps of grey matter volume, white matter fractional anisotropy and mean diffusivity, and cortical thickness and surface area were combined to compute ten independent components. Data were analysed by correlation network, elastic net regression, and multivariate linear regression with multiple testing correction.</p><p><strong>Findings:</strong> Pregnant mothers were enrolled into the birth cohort study between Dec 1, 2011, and April 30, 2015, and study visits at age 5 years took place between Oct 1, 2017, and March 31, 2020. This analysis involved 51 mother-child dyads for whom maternal PFAS concentrations and structural MRI data for the child were available. PFAS concentrations in maternal serum samples were mostly 0-1 ng/mL. Maternal perfluorononanoic acid (PFNA; R2=0·13, β=0·39 [95% CI 0·09-0·69], padj=0·024) and linear perfluorooctanoic acid (PFOA; 0·13, 0·36 [0·09-0·63], padj=0·022) linearly predicted a multimodal component dominated by corpus callosal integrity, whereas branched perfluorohexanesulphonic acid (PFHxS; R2=0·12, β=0·31, padj=0·036) and branched PFOA (R2=0·14, β=0·36, padj=0·016) predicted a component comprising mainly occipital cortex volume and surface area. Branched perfluorooctanesulphonic acid predicted hypothalamic microstructure (R2=0·10, β=0·29, p=0·026). PFNA, linear PFOA, and branched PFOA are associated with increased functional connectivity in the right precentral gyrus, whereas branched PFHxS predicts decreased connectivity in the intracalcerine cortices. Associations were not influenced by sex assigned at birth, but were related to PFAS chemical structure.</p><p><strong>Interpretation:</strong> We show an association between prenatal PFAS exposure and brain developmental outcomes in children. These findings are pertinent given the ubiquitous circulation of PFAS in humans and the extreme environmental persistence of these substances.</p>
dc.identifier.eissn2542-5196
dc.identifier.jour-issn2542-5196
dc.identifier.olddbid212145
dc.identifier.oldhandle10024/195163
dc.identifier.urihttps://www.utupub.fi/handle/11111/38771
dc.identifier.urlhttps://doi.org/10.1016/j.lanplh.2025.101309
dc.identifier.urnURN:NBN:fi-fe202601215575
dc.language.isoen
dc.okm.affiliatedauthorBarron, Aaron
dc.okm.affiliatedauthorDickens, Alex
dc.okm.affiliatedauthorTuulari, Jetro
dc.okm.affiliatedauthorKortesluoma, Susanna
dc.okm.affiliatedauthorMerisaari, Harri
dc.okm.affiliatedauthorPulli, Elmo
dc.okm.affiliatedauthorSilver, Eero
dc.okm.affiliatedauthorKumpulainen, Venla
dc.okm.affiliatedauthorCopeland, Anni
dc.okm.affiliatedauthorSaukko, Ekaterina
dc.okm.affiliatedauthorLewis, John
dc.okm.affiliatedauthorKarlsson, Linnea
dc.okm.affiliatedauthorOresic, Matej
dc.okm.affiliatedauthorKarlsson, Hasse
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3112 Neurosciencesen_GB
dc.okm.discipline3126 Surgery, anesthesiology, intensive care, radiologyen_GB
dc.okm.discipline3112 Neurotieteetfi_FI
dc.okm.discipline3126 Kirurgia, anestesiologia, tehohoito, radiologiafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherElsevier BV
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber101309
dc.relation.doi10.1016/j.lanplh.2025.101309
dc.relation.ispartofjournalThe Lancet Planetary Health
dc.source.identifierhttps://www.utupub.fi/handle/10024/195163
dc.titlePrenatal exposure to perfluoroalkyl substances predicts multimodal brain structural and functional outcomes in children aged 5 years: a birth cohort study
dc.year.issued2025

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