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

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 prenat...

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Veröffentlicht in:Environmental research 2024-12, Vol.263 (Pt 1), p.120056, Article 120056
Hauptverfasser: Choe, Yunsoo, Kim, Kyoung-Nam, Lee, Yun Jeong, Kim, Johanna Inhyang, Kim, Bung-Nyun, Lim, Youn-Hee, Hong, Yun-Chul, Shin, Choong Ho, Lee, Young Ah
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container_issue Pt 1
container_start_page 120056
container_title Environmental research
container_volume 263
creator Choe, Yunsoo
Kim, Kyoung-Nam
Lee, Yun Jeong
Kim, Johanna Inhyang
Kim, Bung-Nyun
Lim, Youn-Hee
Hong, Yun-Chul
Shin, Choong Ho
Lee, Young Ah
description 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. 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. 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. 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. •Early life exposure to EDCs affects pubertal timing.•Maternal cadmium exposure may increase the risk of early thelarche.•No link found between 8-year-old chemical exposures and early thelarche.•Combined effects analyzed using logistic regression, GAM, and BKMR models.•First study to assess early thelarche and prenatal EDC mixtures.
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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. 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. 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. 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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. 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. 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. 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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. 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. 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. 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. •Early life exposure to EDCs affects pubertal timing.•Maternal cadmium exposure may increase the risk of early thelarche.•No link found between 8-year-old chemical exposures and early thelarche.•Combined effects analyzed using logistic regression, GAM, and BKMR models.•First study to assess early thelarche and prenatal EDC mixtures.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>39343343</pmid><doi>10.1016/j.envres.2024.120056</doi><orcidid>https://orcid.org/0000-0002-8715-9238</orcidid><orcidid>https://orcid.org/0000-0001-9179-1247</orcidid><orcidid>https://orcid.org/0000-0001-9010-7271</orcidid><orcidid>https://orcid.org/0000-0002-2367-0934</orcidid><orcidid>https://orcid.org/0000-0002-9813-1134</orcidid><orcidid>https://orcid.org/0000-0001-9396-1676</orcidid></addata></record>
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subjects Bayes Theorem
Bayesian kernel machine regression
Bayesian theory
Benzhydryl Compounds - toxicity
bisphenol A
Breast
Breast - drug effects
Breast - growth & development
breasts
Cadmium
Child
childhood
confidence interval
Endocrine disrupting chemical
Endocrine Disruptors - toxicity
Environmental Exposure - adverse effects
Environmental Pollutants - toxicity
Female
Humans
lead
maternal exposure
mercury
metabolites
odds ratio
Phenols - toxicity
phthalates
Pregnancy
Prenatal Exposure Delayed Effects - chemically induced
Prospective Studies
Puberty
Puberty, Precocious - chemically induced
Puberty, Precocious - epidemiology
regression analysis
risk
title 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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