Evidence mapPaperPMID 40350013Full record

ArticleEnvironmental research2025

Per- and polyfluoroalkyl substances (PFAS) and microRNA: An epigenome-wide association study in firefighters.

Melissa A Furlong, Tuo Liu, Alesia Jung, Shawn Beitel, Jeff Hughes, Randy Krause, Judith M Graber, Miriam M Calkins, Antonia M Calafat, Julianne C Botelho and 4 more

Abstract read
In one paragraph

Article in Environmental research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Review
  6. Article
  7. 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

14 authors.

Melissa A FurlongUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Community, Environment, and Policy, USA. Electronic address: mfurlong@email.arizona.edu.
Tuo LiuUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Community, Environment, and Policy, USA.
Alesia JungExponent, Inc, USA.
Shawn BeitelUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Community, Environment, and Policy, USA.
Jeff HughesOrange County Fire Authority, USA.
Randy KrausePort of Seattle Fire, USA.
Judith M GraberRutgers The State University of New Jersey, USA.
Miriam M CalkinsNational Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, USA.
Antonia M CalafatNational Center for Environmental Health, Centers for Disease Control and Prevention, USA.
Julianne C BotelhoNational Center for Environmental Health, Centers for Disease Control and Prevention, USA.
Matthew HuentelmanNeurogenomics Division, The Translational Genomics Research Institute, USA.
John GulottaUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Community, Environment, and Policy, USA; Tucson Fire Department, USA.
Jaclyn M GoodrichUniversity of Michigan, School of Public Health, Department of Environmental Health Sciences, USA.
Jefferey L BurgessUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Department of Community, Environment, and Policy, USA.

Funding

VITAMIN AP30CA023074 · UNIVERSITY OF ARIZONA · 1985 to 2025
$23.1M
SOUTHWEST ENVIRONMENTAL HEALTH SCIENCES CENTERP30ES006694 · UNIVERSITY OF ARIZONA · 1994 to 2025
$7.3M
Training in Environmental Toxicology of Human DiseaseT32ES007091 · UNIVERSITY OF ARIZONA · 1985 to 2025
$1.9M
Pilot Project ProgramP30ES017885 · UNIVERSITY OF MICHIGAN AT ANN ARBOR · 2025 to 2025
$1.4M
NCI NIH HHS P30 CA023074NIEHS NIH HHS P30 ES006694NIEHS NIH HHS P30 ES017885NIEHS NIH HHS R00 ES028743NIEHS NIH HHS T32 ES007091
6 · The paper itself

Abstract

The occupation of firefighting is classified as a Group 1 carcinogen. Increased cancer risk among firefighters may be partly attributable to increased occupational exposure to a range of chemicals, including per- and polyfluoroalkyl substances (PFAS). Some PFAS are known and suspect human carcinogens. Investigating epigenetic response to these PFAS exposures in firefighters may help to identify biological pathways of specific cancers, and previously unidentified health outcomes that are associated with PFAS. We therefore investigated the associations of serum PFAS concentrations with miRNA expression in firefighters. Serum samples collected from 303 firefighters from 6 sites across the USA were analyzed for 9 PFAS along with miRNA expression. Covariate-adjusted linear regression was used to estimate associations between log PFAS and miRNA expression, with false discovery rate (FDR) set to 0.05 for significance, and an exploratory cutoff of FDR q < 0.20. Gene set enrichment analysis (GSEA) was performed using miRTarBase's miRWalk pathways. Age, race-ethnicity, BMI, fire department, and sex were controlled for in all models. At FDR<0.05, the linear isomer of perfluorooctane sulfonic acid (PFOS) was inversely associated with miR-128-1-5p expression (Beta = -0.146, 95 % CI -0.216, -0.076). At a relaxed FDR of 0.20, we observed inverse associations for the sum of branched isomers of PFOS (Sm-PFOS) with 5 miRNAs (let-7d-5p, let-7a-5p, miR-423-5p, let-7b-5p, miR-629-5p). Several pathways were enriched for multiple PFAS, including those correlated with certain cancers, blood diseases, thyroid disorders, autoimmune disorders, and neurological outcomes. Some PFAS in firefighters were found to be associated with alteration of miRNA consistent with increased risk for a range of chronic diseases.

Indexed as

Epigenesis, GeneticFirefightersFluorocarbonsMicroRNAsOccupational ExposureAdultAlkanesulfonic AcidsFemaleHumansMaleMiddle AgedUnited StatesAlkanesulfonic AcidsFluorocarbonsMicroRNAs

Identifiers

PMID40350013
PMCPMC12203895

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.