Evidence map›Paper›PMID 41921573›Full record

Observational studyThe Journal of clinical endocrinology and metabolism2026

The association between PFAS exposure, menstrual cycle parameters, and reproductive hormones in adolescent girls.

Sofia Malave-Ortiz, Samantha A M McNeley, Sheri Denslow, Jacqueline Bangma, Kelly K Ferguson, Suzanne E Fenton, Natalie D Shaw

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in The Journal of clinical endocrinology and metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02583646 (Investigating the Impact of Obesity on Pubertal Development in Girls), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

NCT02583646 recruitingnot on this map

Investigating the Impact of Obesity on Pubertal Development in Girls

TypeobservationalSponsorNational Institute of Environmental Health Sciences (NIEHS)Ran2015 to 2026Enrolled150ConditionsObesity, Puberty, Normal Physiology
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Sofia Malave-OrtizPediatric Neuroendocrinology Group, Clinical and Translational Research Branch, National Institute of Environmental Health Sciences (NIEHS), National Institutes of Health (NIH), Durham, NC 27709, USA.
Samantha A M McNeleyDLH, LLC, Bethesda, MD 20817, USA.
Sheri DenslowDLH, LLC, Bethesda, MD 20817, USA.
Jacqueline BangmaOffice of Research and Development, U.S. Environmental Protection Agency, Durham, NC 27709, USA.
Kelly K FergusonEpidemiology Branch, NIEHS, NIH, Durham, NC 27709, USA.
Suzanne E FentonCenter for Human Health and the Environment, North Carolina State University, Raleigh, NC 27606, USA.
Natalie D ShawPediatric Neuroendocrinology Group, Clinical and Translational Research Branch, National Institute of Environmental Health Sciences (NIEHS), National Institutes of Health (NIH), Durham, NC 27709, USA.ORCID 0000-0002-0847-9170

Funding

Translational Research Support CoreP30ES025128 · NIEHS · NORTH CAROLINA STATE UNIVERSITY RALEIGH · PI Sue Fenton · 2015 to 2026
$18.3M
Lasker Clinical Research ScholarNIEHS NIH HHS P30 ES025128NIHNIH HHSU.S. Department of Health and Human ServicesU.S. Environmental Protection Agency
6 · The paper itself

Abstract

contextPerfluoroalkyl and polyfluoroalkyl substances (PFAS), sometimes referred to as "forever chemicals", are widespread. Certain PFAS exposures have been associated with reproductive abnormalities in women, but limited data exist in adolescents.

objectiveTo investigate the relationship between PFAS, menstrual cycle length/variability, and reproductive hormones in adolescents.

methodsThirty-eight girls completed menstrual diaries and contributed daily urine samples to measure creatinine (Cr)-corrected luteinizing hormone (LH), estrone-3-glucuronide (E1G), and pregnanediol-3-glucuronide (PdG). Twenty-four PFAS were measured (n = 88 serum samples, average 2.32 samples/participant over the course of 1.20 ± 1.34 years) using mass spectrometry. Linear mixed-effects models were used to assess associations between PFAS and total cycle, follicular phase, and luteal phase lengths and hormone levels. Models were performed unadjusted and adjusted for gynecologic age, body fat percent, and race/ethnicity.

resultsParticipants were 12.8 ± 1.0 years old (mean ± SD) with a gynecologic age of 0.3 ± 0.2 years. Most were non-Hispanic White and of normal weight. Four PFAS were consistently detected: perfluorobutanesulfonic acid (PFBS), perfluorohexanesulfonic acid, perfluorooctanoic acid, and perfluorooctanesulfonic acid. There were no associations between PFAS and cycle length or variability. PFBS was positively associated with peak E1G levels (β = .15, 95% CI [0.00, 0.29], P = .049), but no species was associated with peak LH or PdG levels.

conclusionPFAS were widely detected in healthy girls. PFBS was positively associated with E1G levels, suggesting potential ovarian effects. Analyses are ongoing to understand PFAS exposure sources and to determine if ongoing exposure may impact reproductive health. CLINICAL TRIAL INFORMATION: Clinicaltrials.gov registration number: NCT02583646.

Indexed as

Environmental ExposureEnvironmental PollutantsEstroneFluorocarbonsLuteinizing HormoneMenstrual CyclePregnanediolAdolescentAlkanesulfonic AcidsChildFemaleHumansAlkanesulfonic AcidsEnvironmental PollutantsEstroneestrone-3-glucuronideFluorocarbonsLuteinizing HormonePregnanediolpregnanediol-3 alpha-glucuronideadolescentendocrinologymenstrual cyclePFASreproductive hormones

Identifiers

PMID41921573
PMCPMC13466940

What OpenQuestion holds

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Read underepoch 390

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.