Evidence map›Paper›PMID 40359778›Full record

ArticleInternational journal of hygiene and environmental health2025

Legacy, alternative, and precursor PFAS and associations with lipids and liver function biomarkers: results from a cross-sectional analysis of adult females in the MIREC-ENDO study.

Michael M Borghese, Jingxue Feng, Chun Lei Liang, Natasha Kienapple, Katherine E Manz, Mandy Fisher, Tye E Arbuckle, Ella Atlas, Joseph M Braun, Maryse F Bouchard and 2 more

Abstract read
In one paragraph

Article in International journal of hygiene and environmental health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. An Exploration of Machine Learning Methods in Human Biomonitoring.International journal of environmental research and public health · 2026
    Review
  2. Article
  3. Review
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

12 authors.

Michael M BorgheseEnvironmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave W, Ottawa, ON, Canada. Electronic address: Michael.borghese@hc-sc.gc.ca.
Jingxue FengEnvironmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave W, Ottawa, ON, Canada. Electronic address: jingxuef@sfu.ca.
Chun Lei LiangEnvironmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave W, Ottawa, ON, Canada. Electronic address: chun.lei.liang@hc-sc.gc.ca.
Natasha KienappleHealth Products and Food Branch, Health Canada, 251 Sir Frederick Banting Driveway, Ottawa, ON, Canada. Electronic address: natashakienapple@hotmail.com.
Katherine E ManzDepartment of Environmental Health Sciences, University of Michigan, 1415 Washington Heights, Ann Arbor, MI, USA. Electronic address: katmanz@umich.edu.
Mandy FisherEnvironmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave W, Ottawa, ON, Canada. Electronic address: Mandy.Fisher@hc-sc.gc.ca.
Tye E ArbuckleEnvironmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave W, Ottawa, ON, Canada. Electronic address: Tye.Arbuckle@hc-sc.gc.ca.
Ella AtlasEnvironmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave W, Ottawa, ON, Canada. Electronic address: Ella.Atlas@hc-sc.gc.ca.
Joseph M BraunDepartment of Epidemiology, Brown University, 121 S Main St, Providence, RI, USA. Electronic address: joseph_braun_1@brown.edu.
Maryse F BouchardInstitut National de la Recherche Scientifique - Centre Armand-Frappier Santé Biotechnologie, 531 Boul des Prairies, Laval, Québec, Canada; CHU Sainte-Justine, 3175, Chem. de la Côte-Sainte-Catherine, Montréal, Québec, Canada. Electronic address: maryse.bouchard@inrs.ca.
Warren FosterDepartment of Obstetrics and Gynecology, McMaster University, 1280 Main Street West, Hamilton, ON, Canada. Electronic address: fosterw@mcmaster.ca.
Jillian Ashley-MartinEnvironmental Health Science and Research Bureau, Health Canada, 269 Laurier Ave W, Ottawa, ON, Canada. Electronic address: Jillian.Ashley-Martin@hc-sc.gc.ca.

Funding

Gestational PFAS Mixture Exposures, Longitudinal Metabolomic Profiles, and Adolescent Cardiometabolic HealthR01ES032836 · NIEHS · BROWN UNIVERSITY · PI BRAUN, JOSEPH M · 2021 to 2024
$2.4M
Assessment of Early Life PFAS Exposure in Perinatal Biospecimens, Infant Formula, and Breastmilk.K01ES035398 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MANZ, KATHERINE ELIZABETH · 2023 to 2025
$552k
NIEHS NIH HHS K01 ES035398NIEHS NIH HHS R01 ES032836
6 · The paper itself

Abstract

backgroundLegacy per- and polyfluoroalkyl substances (PFAS) can promote dyslipidemia; however, evidence is lacking for alternative and precursor PFAS. We investigated associations between serum concentrations of 31 PFAS and concurrently measured lipids and liver function biomarkers.

methodsPFAS, lipids, and liver function biomarkers were analyzed in serum samples provided by 282 adult females participating in a 2018-2021 follow-up study of a Canadian pregnancy cohort. We examined percent differences in outcomes continuously for 17 PFAS with >50% detection and as detected vs. not detected for 14 PFAS with 10-50% detection. We also examined associations with the sum of 7 PFAS recommended by the National Academies of Sciences, Engineering, and Medicine guidance report on PFAS testing and 17 PFAS. We used weighted quantile sum (WQS) and quantile g-computation models to estimate joint associations.

resultsEach two-fold increase in concentrations of PFHxS, PFOS, PFNA, PFDA, PFHpS, and Σ7PFAS were associated with up to 7% higher total and LDL cholesterol and the TC:HDL ratio. Individuals with detectable concentrations of N-EtFOSA, N-MeFOSA, PFBS, and 9Cl-PF3ONS had up to 17% higher total and LDL cholesterol and TC:HDL. Each one-quartile increase in the mixture of 7 PFAS was associated with up to 10% higher total and LDL cholesterol. Adding additional PFAS to the mixture (17 PFAS) made estimates less precise in WQS models and attenuated associations to the null in quantile g-computation models.

conclusionAlternative and precursor PFAS, including replacements for legacy PFAS, are associated with higher cholesterol levels; prospective studies are required to confirm these findings.

Indexed as

Environmental ExposureEnvironmental PollutantsFluorocarbonsLipidsLiverAdultBiomarkersCanadaCross-Sectional StudiesFemaleHumansLiver Function TestsMiddle AgedPregnancyBiomarkersEnvironmental PollutantsFluorocarbonsLipidsBiomonitoringEnvironmental chemicalsHepatotoxicityLiver enzymesPerfluorinated compounds

Identifiers

PMID40359778
PMCPMC12165016

What OpenQuestion 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 OpenQuestion graph.