Evidence map›Paper›PMID 41882280›Full record

ArticleJournal of exposure science & environmental epidemiology2026

Association of per- and polyfluoroalkyl substances (PFAS) exposure with cognitive function in firefighters.

Xi Pan, Krystal J Godri Pollitt, Sheng Liu, Felipe Armstrong, Bonny Amin

Abstract read
In one paragraph

Article in Journal of exposure science & environmental epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Environmental Pollution, Biomarkers, and Dementia: An Evidence Review.International journal of molecular sciences · 2026
    Review
  2. 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

5 authors.

Xi PanDepartment of Sociology, Texas State University, San Marcos, TX, USA. x_p5@txstate.edu.ORCID http://orcid.org/0000-0001-8705-9686
Krystal J Godri PollittDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA.
Sheng LiuDepartment of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA.
Felipe Armstrong *Department of Sociology, Texas State University, San Marcos, TX, USA.
Bonny Amin *Department of Agricultural Sciences, Texas State University, San Marcos, TX, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEvidence on cognitive function in relation to per- and polyfluoroalkyl substances (PFAS) exposure in firefighters is scarce.

objectiveWe conducted a pilot study aiming to explore the associations of individual PFAS analyte and PFAS mixture with domain-specific cognitive performance in firefighters.

methodsFirefighters (n = 65), who were actively serving four cities in Central Texas 2003-2025, were assessed for global cognition and processing speed measured by the NIH Toolbox Cognition Battery. Whole blood samples were collected from these participants and analyzed by liquid chromatography-tandem mass spectrometry for 24 PFAS analytes. Linear regression models were used to evaluate associations between cognitive performance and both individual PFAS analytes and the overall 24-PFAS mixture. Additionally, quantile g-computation and Bayesian Kernel Machine Regression (BKMR) were applied to investigate associations between 6-PFAS mixture and cognitive performance, with adjustment for potential covariates.

resultsSix PFAS analytes including potassium perfluoro-1-octanesulfonate (PFOS), perfluoro-n-octanoic acid (PFOA), perfluoro-n-heptanoic acid (PFHpA), perfluoro-n-nonanoic acid (PFNA), perfluoro-n-decanoic acid (PFDA), and potassium perfluoro-1-hexanesulfonate (PFHxS) were detected in the least 70% of participants. PFOS was negatively associated with scores of processing speed (ß = -0.58 p < 0.001). Neither the 6-PFAS mixture nor the 24-PFAS mixture was associated with either cognitive domain. SIGNIFICANCE: These preliminary findings may inform future research seeking to clarify the biological pathways linking PFAS exposure to cognitive outcomes and to explore possible modifiable factors related to cognitive health in firefighters. They might also underscore the potential value of continued effort to minimize workplace PFAS exposure for this occupational group. IMPACT: Our study provides the first data on PFAS exposure and cognitive performance for firefighters. Our analysis revealed that PFOS was the primary contributor among the PFAS mixture (consisting of PFOS, PFOA, PFHxS, PFHpA, PFNA, and PFDA) linked to reduced processing speed scores in firefighters. Our findings pave the way for future, larger studies that observe firefighters for longer duration to develop confident estimates of cognitive health in relation to PFAS exposure. These data could inform analyses in support of workplace exposure reduction efforts and revision of preventive health care for first responders.

Indexed as

CognitionFirefightersFluorocarbonsOccupational ExposureAdultAlkanesulfonic AcidsCaprylatesDecanoic AcidsFemaleHumansMaleMiddle AgedPilot ProjectsTandem Mass SpectrometryTexasAlkanesulfonic AcidsCaprylatesDecanoic AcidsFluorocarbonsperfluorooctane sulfonic acidperfluorooctanoic acidCognitive functionFirefightersPFAS exposureWorkplace health

Identifiers

PMID41882280
PMCPMC13331740

What OpenQuestion holds

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LicenceCC BY
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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.