Evidence map›Paper›PMID 38012297›Full record

ArticleScientific reports2023

Evaluating changes in firefighter urinary metabolomes after structural fires: an untargeted, high resolution approach.

Melissa A Furlong, Tuo Liu, Justin M Snider, Malak M Tfaily, Christian Itson, Shawn Beitel, Krishna Parsawar, Kristen Keck, James Galligan, Douglas I Walker and 2 more

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.6field-weighted citation impact, top 16% of its field
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

8 citing papers in PubMed, 9 citations in OpenAlex.

  1. Trial
  2. Article
  3. Differential metabolic profiles by training fire exposure in female firefighters.International journal of hygiene and environmental health · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Differential metabolic profiles by Hispanic ethnicity among male Tucson firefighters.Metabolomics : Official journal of the Metabolomic Society · 2025
    Article
  8. Five decades of occupational cancer epidemiology.Scandinavian journal of work, environment & health · 2024
    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 at 4 institutions in 1 country.

Melissa A FurlongEnvironmental Health Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA. mfurlong@email.arizona.edu.
Tuo LiuEnvironmental Health Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA.
Justin M SniderSchool of Nutritional Sciences and Wellness, University of Arizona, Tucson, USA.
Malak M TfailyDepartment of Environmental Science, University of Arizona, Tucson, USA.
Christian ItsonDepartment of Environmental Science, University of Arizona, Tucson, USA.
Shawn BeitelEnvironmental Health Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA.
Krishna ParsawarAnalytical and Biological Mass Spectrometry Core, University of Arizona, Tucson, USA.
Kristen KeckAnalytical and Biological Mass Spectrometry Core, University of Arizona, Tucson, USA.
James GalliganCollege of Pharmacy, University of Arizona, Tucson, USA.
Douglas I WalkerGangarosa Department of Environmental Health, Emory University Rollins School of Public Health, Atlanta, GA, USA.
John J GulottaTucson Fire Department, Tucson, AZ, USA.
Jefferey L BurgessEnvironmental Health Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA.
University of Arizona · USEmory University · USNew York City Fire Department · USUniversity of Arizona Cancer Center

Funding

VITAMIN AP30CA023074 · NCI · UNIVERSITY OF ARIZONA · PI Dan Theodorescu · 1985 to 2026
$110.2M
SOUTHWEST ENVIRONMENTAL HEALTH SCIENCES CENTERP30ES006694 · NIEHS · UNIVERSITY OF ARIZONA · PI George S Watts · 1994 to 2026
$36.7M
Training in Environmental Toxicology of Human DiseaseT32ES007091 · NIEHS · UNIVERSITY OF ARIZONA · PI Nathan J Cherrington · 1985 to 2026
$10.7M
Prenatal Exposure to Pesticide Mixtures and Childhood ADHDR00ES028743 · NIEHS · UNIVERSITY OF ARIZONA · PI FURLONG, MELISSA · 2020 to 2022
$747k
NCI NIH HHS P30 CA023074NIEHS NIH HHS P30 ES006694NIEHS NIH HHS R00 ES028743NIEHS NIH HHS T32 ES007091NIH HHS P30CA023074
6 · The paper itself

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.

Indexed as

FirefightersFiresUrologic NeoplasmsAspartic AcidHumansMetabolomeMetabolomicsProlineUremic ToxinsAspartic AcidProlineUremic Toxins

Identifiers

PMID38012297
PMCPMC10682406
OpenAlexW4389038985

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.