Evidence map›Paper›PMID 38346483›Full record

ArticleEnvironmental research2024

Associations of per- and polyfluoroalkyl substances with maternal metabolic and inflammatory biomarkers in early-to-mid-pregnancy.

Maria E Cinzori, Diana C Pacyga, Libeth Rosas, Jason Whalen, Sabrina Smith, June-Soo Park, Sarah D Geiger, Joseph C Gardiner, Joseph M Braun, Susan L Schantz and 1 more

Open access · hybridAbstract read
In one paragraph

Article in Environmental research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
5.0field-weighted citation impact, top 4% 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

11 citing papers in PubMed, 20 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Synergistic toxicity in alcohol-associated liver disease and PFAS exposure.Toxicological sciences : an official journal of the Society of Toxicology · 2025
    Review
  7. Article
  8. Observational
  9. Article
  10. Article
  11. 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

11 authors at 6 institutions in 1 country.

Maria E CinzoriDepartment of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, 48824, USA; Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, 48824, USA.
Diana C PacygaDepartment of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, 48824, USA.
Libeth RosasThe Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana-Champaign, IL, 61801, USA.
Jason WhalenMichigan Diabetes Research Center Chemistry Laboratory, University of Michigan, Ann Arbor, MI, 48109, USA.
Sabrina SmithEnvironmental Chemistry Laboratory, Department of Toxic Substances Control, California Environmental Protection Agency, Berkeley, CA, 94710, USA.
June-Soo ParkEnvironmental Chemistry Laboratory, Department of Toxic Substances Control, California Environmental Protection Agency, Berkeley, CA, 94710, USA; Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, CA 94158, USA.
Sarah D GeigerThe Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana-Champaign, IL, 61801, USA; Department of Kinesiology and Community Health, University of Illinois, Urbana-Champaign, IL 61801, USA.
Joseph C GardinerDepartment of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, 48824, USA.
Joseph M BraunDepartment of Epidemiology, Brown University, Providence, RI, 02912, USA.
Susan L SchantzThe Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana-Champaign, IL, 61801, USA; Department of Comparative Biosciences, University of Illinois, Urbana-Champaign, IL 61802, USA.
Rita S StrakovskyDepartment of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, 48824, USA. Electronic address: strakovs@msu.edu.
Michigan State University · USUniversity of Illinois Urbana-Champaign · USBrown University · USCalifornia Environmental Protection Agency · USUniversity of California, San Francisco · USUniversity of Michigan · US

Funding

Regional Pilot And Feasibility Study Grants ProgramP30DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI DAVID P OLSON · 2013 to 2026
$24.3M
The Illinois Kids Development Study ECHO Pregnancy and Pediatric CohortUH3OD023272 · OD · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI Andrea Aguiar, Susan L Schantz · 2018 to 2026
$18.6M
MULTIDISCIPLINARY TRAINING IN ENVIRONMENTAL TOXICOLOGYT32ES007255 · NIEHS · MICHIGAN STATE UNIVERSITY · PI JOHN J LAPRES · 1989 to 2026
$9.3M
The Illinois Kids Development Study ECHO Pregnancy and Pediatric CohortUG3OD023272 · OD · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI SCHANTZ, SUSAN L · 2016 to 2024
$7.2M
Project 3: Endocrine Disruptors and Diet: Effects on the Developing Cortex P01ES022848 · NIEHS · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI SCHANTZ, SUSAN L · 2013 to 2018
$4.2M
Gestational PFAS Mixture Exposures, Longitudinal Metabolomic Profiles, and Adolescent Cardiometabolic HealthR01ES032836 · NIEHS · BROWN UNIVERSITY · PI BRAUN, JOSEPH M · 2021 to 2024
$2.4M
Exposure to phthalate mixtures in pregnancy and long-term consequences for maternal metabolic and hormonal statusR01ES032227 · NIEHS · MICHIGAN STATE UNIVERSITY · PI STRAKOVSKY, RITA S. · 2020 to 2025
$2.1M
RISK MANAGEMENT IN NATIVE AMERICAN COMMUNITIESR25ES007255 · NIEHS · CLARK UNIVERSITY (WORCESTER, MA) · PI GOBLE, ROBERT L · 1994 to 2002
$738k
Endocrine Disruptors: Maternal Estrogen, Metabolism and Fetal Fatty Acid SupplyR00ES024795 · NIEHS · MICHIGAN STATE UNIVERSITY · PI STRAKOVSKY, RITA S. · 2017 to 2019
$729k
Endocrine Disruptors: Maternal Estrogen, Metabolism and Fetal Fatty Acid SupplyK99ES024795 · NIEHS · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI STRAKOVSKY, RITA S. · 2015 to 2016
$198k
NIDDK NIH HHS P30 DK020572NIEHS NIH HHS K99 ES024795NIEHS NIH HHS P01 ES022848NIEHS NIH HHS R00 ES024795NIEHS NIH HHS R01 ES032227NIEHS NIH HHS R01 ES032836NIEHS NIH HHS R25 ES007255NIEHS NIH HHS T32 ES007255NIH HHS UG3 OD023272NIH HHS UH3 OD023272
6 · The paper itself

Abstract

backgroundPer- and polyfluoroalkyl substances (PFAS) can disrupt metabolism. Early-to-mid pregnancy is characterized by amplified metabolic processes and inflammation to support maternal adaptations and fetal growth. Thus, we cross-sectionally evaluated whether PFAS are individually and jointly associated with these processes in early-to-mid pregnancy.

methodsPregnant Illinois women (n = 452) provided fasted blood samples at median 17 weeks gestation. We quantified serum perfluorononanoic (PFNA), perfluorooctane sulfonic (PFOS), perfluorooctanoic (PFOA), methyl-perfluorooctane sulfonamide acetic acid (Me-PFOSA-AcOH), perfluorohexanesulfonic (PFHxS), perfluorodecanoic (PFDeA), and perfluoroundecanoic (PFUdA) acid. Key outcomes were plasma glucose, insulin, C-peptide, insulin-like growth factor 1 (IGF-1), adiponectin, leptin, triglycerides, free fatty acids, total cholesterol, high-density lipoprotein (HDL) cholesterol, C-reactive protein, tumor necrosis factor alpha (TNF-α), monocyte chemoattractant protein-1 (MCP-1), and interleukin 6. We calculated homeostatic model assessment for insulin resistance (HOMA-IR), low-density lipoprotein (LDL) cholesterol, and very low-density lipoprotein (VLDL). We evaluated associations of PFAS with each metabolic/inflammatory biomarker individually using covariate-adjusted linear regression and jointly using quantile-based g-computation.

resultsIn linear regression, all PFAS (except Me-PFOSA-AcOH) were negatively associated with insulin, HOMA-IR, and leptin, whereas all PFAS were positively associated with HDL cholesterol. We also observed negative associations of some PFAS with TNF-α and MCP-1; positive associations with adiponectin and total cholesterol also emerged. Additionally, PFOS was positively, whereas Me-PFOSA-AcOH was negatively, associated with triglycerides and VLDL. Each 25% increase in the PFAS mixture was associated with -31.3% lower insulin (95%CI: -45.8, -12.9), -31.9% lower HOMA-IR (95%CI: -46.4, -13.4), and -9.4% lower leptin (95%CI: -17.3, -0.8), but 7.4% higher HDL cholesterol (95%CI: 4.6, 10.3). For most outcomes, the major contributors to the PFAS mixture often differed compared to single-PFAS analyses. IMPLICATIONS: Individual and joint PFAS exposures were associated with markers of maternal metabolism and inflammation in pregnancy. Further investigation is needed to elucidate possible mechanisms and consequences of these findings.

Indexed as

BiomarkersFluorocarbonsAdultCross-Sectional StudiesEnvironmental PollutantsFemaleHumansInflammationMaternal ExposurePregnancyYoung AdultBiomarkersEnvironmental PollutantsFluorocarbonsInflammationMetabolismMixturesPFASPregnancy

Identifiers

PMID38346483
PMCPMC11102845
OpenAlexW4392066330

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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 OpenQuestion graph.