ArticleScientific reports2023
Evaluating changes in firefighter urinary metabolomes after structural fires: an untargeted, high resolution approach.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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Who cites it
8 citing papers in PubMed, 9 citations in OpenAlex.
- Randomized control trial of moderate dose vitamin D alters microbiota stability and metabolite networks in healthy adults.Microbiology spectrum · 2024Trial
- Effect biomonitoring in a controlled firefighting setting: an untargeted metabolomic pilot study.Archives of toxicology · 2026Article
- Differential metabolic profiles by training fire exposure in female firefighters.International journal of hygiene and environmental health · 2026Article
- Evaluating urinary metabolic profiles with wildland-urban-interface (wui) fire exposure among male firefighters: a comparison with municipal structure fires (msf).Environmental health : a global access science source · 2025Article
- Article
- The Fire Fighter Cancer Cohort Study: Protocol for a Longitudinal Occupational Cohort Study.JMIR research protocols · 2025Article
- Differential metabolic profiles by Hispanic ethnicity among male Tucson firefighters.Metabolomics : Official journal of the Metabolomic Society · 2025Article
- Five decades of occupational cancer epidemiology.Scandinavian journal of work, environment & health · 2024Review
Corrections and comments
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Authors and funding
12 authors at 4 institutions in 1 country.
Funding
Abstract
Firefighters have elevated rates of urinary tract cancers and other adverse health outcomes, which may be attributable to environmental occupational exposures. Untargeted metabolomics was applied to characterize this suite of environmental exposures and biological changes in response to occupational firefighting. 200 urine samples from 100 firefighters collected at baseline and two to four hours post-fire were analyzed using untargeted liquid-chromatography and high-resolution mass spectrometry. Changes in metabolite abundance after a fire were estimated with fixed effects linear regression, with false discovery rate (FDR) adjustment. Partial least squares discriminant analysis (PLS-DA) was also used, and variable important projection (VIP) scores were extracted. Systemic changes were evaluated using pathway enrichment for highly discriminating metabolites. Metabolome-wide-association-study (MWAS) identified 268 metabolites associated with firefighting activity at FDR q < 0.05. Of these, 20 were annotated with high confidence, including the amino acids taurine, proline, and betaine; the indoles kynurenic acid and indole-3-acetic acid; the known uremic toxins trimethylamine n-oxide and hippuric acid; and the hormone 7a-hydroxytestosterone. Partial least squares discriminant analysis (PLS-DA) additionally implicated choline, cortisol, and other hormones. Significant pathways included metabolism of urea cycle/amino group, alanine and aspartate, aspartate and asparagine, vitamin b3 (nicotinate and nicotinamide), and arginine and proline. Firefighters show a broad metabolic response to fires, including altered excretion of indole compounds and uremic toxins. Implicated pathways and features, particularly uremic toxins, may be important regulators of firefighter's increased risk for urinary tract cancers.
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Registered trials
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.