Evidence map›Paper›PMID 34022907›Full record

ReviewEnvironmental health : a global access science source2021

A pathway level analysis of PFAS exposure and risk of gestational diabetes mellitus.

Rahel L Birru, Hai-Wei Liang, Fouzia Farooq, Megha Bedi, Maisa Feghali, Catherine L Haggerty, Dara D Mendez, Janet M Catov, Carla A Ng, Jennifer J Adibi

Open access · goldAbstract readReview
In one paragraph

Review in Environmental health : a global access science source, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed, 1 pooled it
5.6field-weighted citation impact, top 3% of its field
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

28 citing papers in PubMed, 1 synthesis or guideline pooled it, 66 citations in OpenAlex.

  1. Determinants of maternal and neonatal PFAS concentrations: a review.Environmental health : a global access science source · 2023
    Pooled it
  2. Article
  3. Article
  4. Article
  5. PFAS Alter Thyroid Histology and Cellular SignalingJournal of the Endocrine Society · 2026
    Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Observational
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Article
  19. Pets, Genuine Tools of Environmental Pollutant Detection.Animals : an open access journal from MDPI · 2023
    Review
  20. Article
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

10 authors at 1 institution in 1 country.

Rahel L BirruDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Hai-Wei LiangDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Fouzia FarooqDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Megha BediDepartment of Civil and Environmental Engineering, University of Pittsburgh, Pittsburgh, PA, USA.
Maisa FeghaliDepartment of Obstetrics, Gynecology, and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Catherine L HaggertyDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Dara D MendezDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Janet M CatovDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Carla A NgDepartment of Civil and Environmental Engineering, University of Pittsburgh, Pittsburgh, PA, USA.
Jennifer J AdibiDepartment of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA. adibij@pitt.edu.ORCID 0000-0001-6562-8315
University of Pittsburgh · US

Funding

Cardiovascular Epidemiology Training ProgramT32HL083825 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI AKIRA SEKIKAWA · 2008 to 2026
$6.1M
Placental origins of phthalate-induced changes in fetal reproductive developmentR01ES029336 · NIEHS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI ADIBI, JENNIFER JOAN · 2018 to 2023
$3.5M
Prospective Epidemiologic Study of Novel Etiologic Agents of Pelvic Inflammatory DiseaseR56AI139189 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI FREDRICKS, DAVID NEAL, HAGGERTY, CATHERINE L · 2018 to 2018
$700k
NHLBI NIH HHS T32 HL083825NIAID NIH HHS R56 AI139189NIEHS NIH HHS R01 ES029336
6 · The paper itself

Abstract

Per- and polyfluoroalkyl substances (PFAS) have been found to be associated with gestational diabetes mellitus (GDM) development, a maternal health disorder in pregnancy with negative effects that can extend beyond pregnancy. Studies that report on this association are difficult to summarize due to weak associations and wide confidence intervals. One way to advance this field is to sharpen the biologic theory on a causal pathway behind this association, and to measure it directly by way of molecular biomarkers. The aim of this review is to summarize the literature that supports a novel pathway between PFAS exposure and GDM development. Epidemiological studies demonstrate a clear association of biomarkers of thyroid hormones and glucose metabolism with GDM development. We report biologic plausibility and epidemiologic evidence that PFAS dysregulation of maternal thyroid hormones and thyrotropin (TSH) may disrupt glucose homeostasis, increasing the risk of GDM. Overall, epidemiological studies demonstrate that PFAS were positively associated with TSH and negatively with triiodothyronine (T3) and thyroxine (T4). PFAS were generally positively associated with glucose and insulin levels in pregnancy. We propose dysregulation of thyroid function and glucose metabolism may be a critical and missing component in the accurate estimation of PFAS on the risk of GDM.

Indexed as

BiomarkersDiabetes, GestationalEnvironmental ExposureEnvironmental PollutantsFemaleFluorocarbonsGlucoseHumansPregnancyRiskThyroid HormonesBiomarkersEnvironmental PollutantsFluorocarbonsGlucoseThyroid HormonesGestational diabetes mellitusGlucose metabolismPFASThyroid hormones

Identifiers

PMID34022907
PMCPMC8141246
OpenAlexW3165847000

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.