ArticleEnvironmental research2019
In utero and peripubertal metals exposure in relation to reproductive hormones and sexual maturation and progression among girls in Mexico City.
Article in Environmental research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
30 citing papers in PubMed, 2 syntheses or guidelines pooled it, 79 citations in OpenAlex.
- Systematic evidence mapping informs a class-based approach to assessing personal care products and pubertal timing.Environment international · 2023Pooled it
- Prenatal Exposure to Potentially Toxic Metals and Their Effects on Genetic Material in Offspring: a Systematic Review.Biological trace element research · 2023Pooled it
- Joint Associations of Prenatal Per- and Polyfluoroalkyl Substances and Metal Mixtures with Adiposity in Childhood and Adolescence.Environmental science & technology · 2026Article
- Network-based toxicological analysis of core targets and pathways of bisphenol A-driven hepatocellular carcinoma.Biochemistry and biophysics reports · 2026Article
- Association between serum vitamins and sex hormone levels in adolescent males: based on the National Health and Nutrition Examination Survey (NHANES).Hormones (Athens, Greece) · 2026Article
- Association of exposure to synthetic phenols and metal(loid)s with early puberty in Spanish girls: a multicentric case-control study.European journal of pediatrics · 2026Article
- A Prospective Ultrasound Study of Whole Blood Metals and Incidence of Uterine Leiomyomata.Environmental health perspectives · 2025Article
- Article
- Association between heavy metal exposure and bacterial vaginosis: A cross-sectional study.PloS one · 2025Article
- The ENDOMIX perspective: how everyday chemical mixtures impact human health and reproduction by targeting the immune system†.Biology of reproduction · 2024Review
- Exploring Associations and Mediating Factors between Multiple Trace Metals with Anemia in US Adults: Insight from NHANES 2017-2020.Nutrients · 2024Article
- Time-specific impact of trace metals on breast density of adolescent girls in Santiago, Chile.International journal of cancer · 2024Article
- The Relationship Between Heavy Metals and Missed Abortion: Using Mediation of Serum Hormones.Biological trace element research · 2024Article
- The Dual Faces of Oestrogen: The Impact of Exogenous Oestrogen on the Physiological and Pathophysiological Functions of Tissues and Organs.International journal of molecular sciences · 2024Review
- Multiple exposures to heavy metals and changes in steroid hormones production in 4-year-old children.Journal of exposure science & environmental epidemiology · 2023Article
- Cross-sectional associations between phthalates, phenols, and parabens with metabolic syndrome risk during early-to-mid adolescence among a cohort of Mexican youth.Environmental research · 2023Article
- Invited Perspective: PFAS and Pubertal Timing in Girls-A Maturing Literature.Environmental health perspectives · 2023Article
- Impact of Chemicals on the Age of Menarche: A Literature Review.Children (Basel, Switzerland) · 2023Review
- Advances in Genetics and Epigenetics of Developmental Coordination Disorder in Children.Brain sciences · 2023Review
- Serum Essential Trace Element Status in Women and the Risk of Endometrial Diseases: a Case-Control Study : Serum Essential Trace Element Status in Women and the Risk of Endometrial Diseases: a Case-Control Study.Biological trace element research · 2023Article
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 3 countries.
Funding
Abstract
There is increasing evidence that several metals are endocrine disrupting chemicals (EDCs). In utero development and adolescence are critical windows of susceptibility to EDC exposure. With the exception of a few heavy metals, few human studies have evaluated the impact of metal exposure on pubertal development. Our aim was to investigate measures of in utero and peripubertal metal exposure in relation to reproductive hormone levels and sexual maturation and progression among girls from the Early Life Exposure in Mexico to Environmental Toxicants (ELEMENT) cohorts. We measured urinary concentrations of aluminum (Al), arsenic (As), barium (Ba), cadmium (Cd), cobalt (Co), copper (Cu), iron (Fe), manganese (Mn), molybdenum (Mo), nickel (Ni), antimony (Sb), selenium (Se), and zinc (Zn) in samples collected from women during their third trimester of pregnancy and from their female children at 8-13 years (n = 132). We measured serum testosterone, estradiol, dehydroepiandrosterone sulfate (DHEA-S), inhibin B, and sex hormone-binding globulin (SHBG) at age 8-13, and assessed Tanner stages for sexual maturation (breast, pubic hair development, and menarche status), at two time points (8-13, 14-18 years). We used linear regression to independently examine in utero and peripubertal metal concentrations as predictors of peripubertal hormones. In a longitudinal analysis using generalized estimation equations, we evaluated Tanner stage and menarche progression in relation to individual in utero and peripubertal metal concentrations. We found that higher in utero Zn was associated with increased inhibin B. Several metals at 8-13 years were associated with higher DHEA-S and estradiol, while Ni was positively but Cu was negatively associated with testosterone. In utero Ni, Al, and Cd were associated with slower progression of breast development after adjustment for child age and BMI z-score. For example, an IQR increase in in utero Al exposure was associated with 0.82 times lower odds of progressing to a higher Tanner stage for breast development per year (95% CI: 0.68, 0.99). Peripubertal concentrations of Ba and Al were also associated with being at a higher pubic hair Tanner stage and menarche at 8-13, but lower odds of progressing to the next stage at 14-18 years. We used Bayesian kernel machine regression (BKMR) to model the joint effect of multiple metals while accounting for correlated exposures, as well as potential non-linear relationships between metals and outcomes of interest, which yielded results similar to individual analyses. These findings suggest that female reproductive development may be vulnerable to the effects of metal exposure, and using both Tanner stages and hormone levels may provide clues about underlying mechanisms in two sensitive periods of development.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.