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Prenatal and childhood exposure to endocrine-disrupting chemicals and early thelarche in 8-year-old girls: A prospective study using Bayesian kernel regression

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dc.contributor.authorChoe, Yunsoo-
dc.contributor.authorKim, Kyoung-Nam-
dc.contributor.authorLee, Yun Jeong-
dc.contributor.authorKim, Johanna Inhyang-
dc.contributor.authorKim, Bung-Nyun-
dc.contributor.authorLim, Youn-Hee-
dc.contributor.authorHong, Yun-Chul-
dc.contributor.authorShin, Choong Ho-
dc.contributor.authorLee, Young Ah-
dc.date.accessioned2026-03-12T00:30:17Z-
dc.date.available2026-03-12T00:30:17Z-
dc.date.issued2024-12-
dc.identifier.issn0013-9351-
dc.identifier.issn1096-0953-
dc.identifier.urihttps://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/211201-
dc.description.abstractBackground: Studies on the combined effects of persistent and non-persistent endocrine-disrupting chemicals (EDCs) on puberty are insufficient. To date, no studies have analyzed breast development at age 8 years, a key criterion for determining precocious puberty. We investigated the relationship between prenatal or childhood exposure to EDC mixtures and early thelarche, defined as breast development before age 8 years in girls. Methods: This prospective study included 211 girls with data on prenatal and 8-year-old exposure of cadmium (Cd), lead, mercury, bisphenol-A (BPA), 3-phenoxybenzoic acid, and three phthalate metabolites from the Environment and Development of Children cohort. Prenatal exposure was assessed through samples from pregnant women at 14–27th weeks of gestation. Tanner staging was assessed by a pediatric endocrinologist. The relationship between single and mixed chemical exposures and outcomes was assessed using logistic regression, generalized additive models (GAM), and Bayesian kernel machine regression (BKMR) models. Results: Early thelarche was observed in 42 (19.9%) girls at age 8 years. In the logistic regression models, the risk of early thelarche increased with increased exposure to Cd in their mothers (adjusted odds ratio [aOR] per interquartile range [IQR] = 1.80, 95% confidence interval [CI] 1.23–2.65) but decreased with prenatal BPA exposure (aOR per IQR = 0.57, 95% CI 0.35–0.92). None of the 8-year-old chemical exposures was associated with early thelarche. In the GAM, early thelarche was positively correlated with prenatal Cd and inversely associated with prenatal BPA exposure (p = 0.004 for Cd and p = 0.036 for BPA). In the BKMR models, an increase in log-transformed prenatal Cd concentrations from the 25th to 75th percentile was associated with an increase in the estimated probability of early thelarche at age 8 years (risk difference: 0.46 [95% credible interval: 0.04–0.88]) when other chemicals were set at their median values. Conclusions: Considering the combined effects of persistent and non-persistent chemical mixtures, maternal Cd exposure during the second trimester may be associated with early thelarche in 8-year-old girls.-
dc.format.extent10-
dc.language영어-
dc.language.isoENG-
dc.publisherACADEMIC PRESS INC ELSEVIER SCIENCE-
dc.titlePrenatal and childhood exposure to endocrine-disrupting chemicals and early thelarche in 8-year-old girls: A prospective study using Bayesian kernel regression-
dc.typeArticle-
dc.publisher.location미국-
dc.identifier.doi10.1016/j.envres.2024.120056-
dc.identifier.scopusid2-s2.0-85205549738-
dc.identifier.wosid001332803800001-
dc.identifier.bibliographicCitationENVIRONMENTAL RESEARCH, v.263, pp 1 - 10-
dc.citation.titleENVIRONMENTAL RESEARCH-
dc.citation.volume263-
dc.citation.startPage1-
dc.citation.endPage10-
dc.type.docTypeArticle-
dc.description.isOpenAccessN-
dc.description.journalRegisteredClassscie-
dc.description.journalRegisteredClassscopus-
dc.relation.journalResearchAreaEnvironmental Sciences & Ecology-
dc.relation.journalResearchAreaPublic, Environmental & Occupational Health-
dc.relation.journalWebOfScienceCategoryEnvironmental Sciences-
dc.relation.journalWebOfScienceCategoryPublic, Environmental & Occupational Health-
dc.subject.keywordPlusREPRODUCTIVE HORMONES-
dc.subject.keywordPlusPUBERTAL DEVELOPMENT-
dc.subject.keywordPlusDNA METHYLATION-
dc.subject.keywordPlusIN-UTERO-
dc.subject.keywordPlusCADMIUM-
dc.subject.keywordPlusPHTHALATE-
dc.subject.keywordPlusLINE-1-
dc.subject.keywordAuthorEndocrine disrupting chemical-
dc.subject.keywordAuthorCadmium-
dc.subject.keywordAuthorBreastP-
dc.subject.keywordAuthoruberty-
dc.subject.keywordAuthorBayesian kernel machine regression-
dc.identifier.urlhttps://www.sciencedirect.com/science/article/pii/S0013935124019637?via%3Dihub-
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