ArticleOccupational and environmental medicine2022
Repeat measures of DNA methylation in an inception cohort of firefighters.
Article in Occupational and environmental medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 16 citations in OpenAlex.
- Epigenetic Changes Induced by Carcinogenic Agents or Occupational Exposure with Sufficient Evidence for Bladder Cancer.Cancer prevention research (Philadelphia, Pa.) · 2025Pooled it
- Infertility burden among women firefighters: a cross-sectional exploratory analysis.Occupational and environmental medicine · 2025Article
- Immune impacts of fire smoke exposure.Nature medicine · 2025Article
- The Fire Fighter Cancer Cohort Study: Protocol for a Longitudinal Occupational Cohort Study.JMIR research protocols · 2025Article
- The Effect of Wildfires on Asthma and Allergies.The journal of allergy and clinical immunology. In practice · 2025Review
- Toxicomethylomics revisited: A state-of-the-science review about DNA methylation modifications in blood cells from workers exposed to toxic agents.Frontiers in public health · 2023Review
- Cancer risk and mortality among firefighters: a meta-analytic review.Frontiers in oncology · 2023Article
- Birth defects associated with paternal firefighting in the National Birth Defects Prevention Study.American journal of industrial medicine · 2023Article
- Associations Between Epigenetic Age Acceleration and microRNA Expression Among U.S. Firefighters.Epigenetics insights · 2023Article
- Firefighting, per- and polyfluoroalkyl substances, and DNA methylation of genes associated with prostate cancer risk.Environmental and molecular mutagenesisArticle
- Epigenetic Modifications Associated With Wildland-Urban Interface (WUI) Firefighting.Environmental and molecular mutagenesisArticle
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
objectivesFirefighters face exposures associated with adverse health outcomes including risk for multiple cancers. DNA methylation, one type of epigenetic regulation, provides a potential mechanism linking occupational hazards to adverse health outcomes. We hypothesised that DNA methylation profiles would change in firefighters after starting their service and that these patterns would be associated with occupational exposures (cumulative fire-hours and fire-runs).
methodsWe profiled DNA methylation with the Infinium MethylationEPIC in blood leucocytes at two time points in non-smoking new recruits: prior to live fire training and 20-37 months later. Linear mixed effects models adjusted for potential confounders were used to identify differentially methylated CpG sites over time using data from 50 individuals passing all quality control.
resultsWe report 680 CpG sites with altered methylation (q value <0.05) including 60 with at least a 5% methylation difference at follow-up. Genes with differentially methylated CpG sites were enriched in biological pathways related to cancers, neurological function, cell signalling and transcription regulation. Next, linear mixed effects models were used to determine associations between occupational exposures with methylation at the 680 loci. Of these, more CpG sites were associated with fire-runs (108 for all and 78 for structure-fires only, q<0.05) than with fire-hours (27 for all fires and 1 for structure fires). These associations were independent of time since most recent fire, suggesting an impact of cumulative exposures.
conclusionsOverall, this study provides evidence that DNA methylation may be altered by fireground exposures, and the impact of this change on disease development should be evaluated.
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