Evidence map›Paper›PMID 41421189›Full record

ArticleInternational journal of hygiene and environmental health2026

Per- and polyfluoroalkyl substances serum concentrations during pregnancy and gestational weight gain in the Healthy Start Study.

Julia R Kaplan, Dana Dabelea, Antonia M Calafat, John L Adgate, Anne P Starling

Abstract read
In one paragraph

Article in International journal of hygiene and environmental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Julia R KaplanDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Dana DabeleaLifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Pediatrics, University of Colorado School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Antonia M CalafatNational Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, USA.
John L AdgateDepartment of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Anne P StarlingDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA. Electronic address: anne.starling@unc.edu.

Funding

UNIV OF NORTH CAROLINA CLINICAL NUTRITION RESEARCH UNITP30DK056350 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Elizabeth J Mayer-Davis · 1999 to 2026
$31.6M
Biostatstics for Research in Environmental HealthT32ES007018 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Stephanie Engel, Rebecca Fry · 1985 to 2026
$31.3M
The Early Life Exposome and Childhood Health - The Colorado Healthy Start 3 Cohort StudyUH3OD023248 · OD · UNIVERSITY OF COLORADO DENVER · PI Traci Allison Bekelman, Dana Dabelea · 2018 to 2026
$14.8M
Exploring the Fuel-Mediated Programming of Neonatal GrowthR01DK076648 · NIDDK · UNIVERSITY OF COLORADO DENVER/HSC DENVER · PI DABELEA, DANA · 2009 to 2018
$7.0M
Endocrine disruptors, epigenetic programming and neonatal outcomesR01ES022934 · NIEHS · UNIVERSITY OF COLORADO DENVER · PI ADGATE, JOHN L., DABELEA, DANA · 2014 to 2017
$2.3M
Environmental chemical exposures during pregnancy and women's cardio-metabolic healthR01ES032213 · NIEHS · UNIVERSITY OF COLORADO DENVER · PI DABELEA, DANA, STARLING, ANNE · 2020 to 2024
$2.1M
NIDDK NIH HHS P30 DK056350NIDDK NIH HHS R01 DK076648NIEHS NIH HHS R01 ES022934NIEHS NIH HHS R01 ES032213NIEHS NIH HHS T32 ES007018NIH HHS UH3 OD023248
6 · The paper itself

Abstract

backgroundPer- and polyfluoroalkyl substances (PFAS) are widespread and persistent contaminants detected in most humans. PFAS exposure has been linked to adverse health conditions, including excessive gestational weight gain (GWG), though results have been inconsistent.

methodsParticipants (n = 539) were enrolled in the Healthy Start Study, a Colorado-based cohort (2009-2014). Eleven PFAS were measured in serum collected during pregnancy (median 27 weeks of gestation). GWG was quantified in four ways: absolute change in weight during pregnancy; GWG adjusted for the duration of pregnancy (z-score); 3rd trimester rate of weight gain; and categories of recommended GWG according to Institute of Medicine (IOM) guidelines. PFAS detectable in >60 % of samples (perfluorohexane sulfonate [PFHxS], perfluorooctane sulfonate [PFOS], perfluorooctanoate [PFOA], perfluorononanoate [PFNA], and perfluorodecanoate [PFDA]) were analyzed. We fit covariate-adjusted general linear models for continuous outcomes and multinomial logistic regression models for the categorical outcome. We evaluated effect modification by pre-pregnancy body mass index (BMI) categories.

resultsSerum concentrations of PFHxS and PFOS were positively associated with GWG, GWG z-score and greater odds of excessive weight gain. In stratified models, positive associations with GWG were stronger among women with pre-pregnancy BMI classified as overweight compared to those with BMI in the obesity or normal/underweight categories. Mixture analyses suggested that positive associations were largely due to PFOS. DISCUSSION: In a diverse population of pregnant women with PFAS serum concentrations typical of the U.S. general population, PFOS and PFHxS concentrations were associated with greater GWG. The influence of PFAS may differ by women's BMI status entering pregnancy.

Indexed as

Environmental PollutantsFluorocarbonsGestational Weight GainMaternal ExposureAdultAlkanesulfonic AcidsCaprylatesCohort StudiesDecanoic AcidsFemaleHumansPregnancySulfonic AcidsYoung AdultAlkanesulfonic AcidsCaprylatesDecanoic AcidsEnvironmental PollutantsFluorocarbonsperfluorohexanesulfonic acidperfluorooctane sulfonic acidSulfonic AcidsGestational weight gainInstitute of medicine recommendationsPer- and polyfluoroalkyl substancesPFASPregnancy

Identifiers

PMID41421189
PMCPMC12751953

What Socratic holds

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Registered trials

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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 Socratic graph.