Evidence map›Paper›PMID 40048004›Full record

ArticleMetabolomics : Official journal of the Metabolomic Society2025

Differential metabolic profiles by Hispanic ethnicity among male Tucson firefighters.

Tuo Liu, Melissa A Furlong, Justin M Snider, Malak M Tfaily, Christian Itson, Shawn C Beitel, John J Gulotta, Krishna Parsawar, Kristen Keck, James Galligan and 3 more

Abstract read
In one paragraph

Article in Metabolomics : Official journal of the Metabolomic Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Differential metabolic profiles by training fire exposure in female firefighters.International journal of hygiene and environmental health · 2026
    Article
  3. 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

13 authors.

Tuo LiuDepartment of Community, Environment, and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA.
Melissa A FurlongDepartment of Community, Environment, and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA. mfurlong@arizona.edu.
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 C BeitelDepartment of Community, Environment, and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA.
John J GulottaTucson Fire Department, Tucson, USA.
Krishna ParsawarCancer Center, University of Arizona, Tucson, USA.
Kristen KeckCancer Center, University of Arizona, Tucson, USA.
James GalliganCollege of Pharmacy, University of Arizona, Tucson, USA.
Douglas I WalkerGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
Jaclyn M GoodrichDepartment of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, USA.
Jefferey L BurgessDepartment of Community, Environment, and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, 1295 N Martin Ave, Tucson, AZ, 85724, USA.

Funding

VITAMIN AP30CA023074 · NCI · UNIVERSITY OF ARIZONA · PI Teri L Bankhead · 1985 to 2026
$110.2M
SOUTHWEST ENVIRONMENTAL HEALTH SCIENCES CENTERP30ES006694 · NIEHS · UNIVERSITY OF ARIZONA · PI DEAN BILLHEIMER · 1994 to 2026
$36.7M
Strategic Vision & Impact on Environmental HealthP30ES017885 · NIEHS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Dana Dolinoy · 2011 to 2026
$21.3M
Training in Environmental Toxicology of Human DiseaseT32ES007091 · NIEHS · UNIVERSITY OF ARIZONA · PI Nathan J Cherrington · 1985 to 2026
$10.7M
Establishing Glyoxalase 2 as a Viable Target for the Treatment of Disease [Equipment Supplement]R35GM137910 · NIGMS · UNIVERSITY OF ARIZONA · PI GALLIGAN, JAMES J · 2020 to 2024
$2.1M
Prenatal Exposure to Pesticide Mixtures and Childhood ADHDR00ES028743 · NIEHS · UNIVERSITY OF ARIZONA · PI FURLONG, MELISSA · 2020 to 2022
$747k
Federal Emergency Management Agency, United States EMW-2014-FP-00200NCI NIH HHS P30 CA023074NIEHS NIH HHS P30 ES006694NIEHS NIH HHS P30 ES017885NIEHS NIH HHS R00 ES028743NIEHS NIH HHS R00ES028743NIEHS NIH HHS T32 ES007091NIGMS NIH HHS R35 GM137910
6 · The paper itself

Abstract

introductionFirefighters face regular exposure to known and probable human carcinogens, such as polycyclic aromatic hydrocarbons (PAHs), benzene, and formaldehyde, leading to an increased risk of various cancers compared to the general population. Hispanic and black firefighters are at increased risk of additional cancers not elevated in non-Hispanic white firefighters, yet biological pathways underlying these differences are unknown.

objectivesThe study objectives were to evaluate differences in the urinary metabolome between Hispanic and non-Hispanic firefighters, pre-and post-fireground exposure.

methodsTo investigate the metabolic patterns, we employed a comprehensive metabolomics pipeline that leveraged liquid chromatography coupled with high-resolution mass spectrometry. We applied linear mixed effects regression to identify the differential metabolites at an FDR < 0.05 among 19 Hispanic and 81 non-Hispanic firefighters. We also performed overrepresentation analysis using Mummichog to identify enriched pathways at FDR < 0.05.

resultsOut of 175 features in HILIC(-) mode and 1847 features in RP(+) mode, we found 26 and 276 differential urinary features, respectively, when comparing Hispanic and non-Hispanic firefighters. We noted pathway enrichment in tryptophan and galactose metabolism. However, post-exposure, we did not observe differences in the metabolomic response by ethnicity despite differing fireground exposures.

conclusionDysregulation in the tryptophan and galactose pathway is an important contributor to cancer risks and may explain the increased cancer risk among Hispanic firefighters.

Indexed as

FirefightersHispanic or LatinoMetabolomeAdultChromatography, LiquidHumansMaleMetabolomicsMiddle AgedNeoplasmsOccupational ExposurePolycyclic Aromatic HydrocarbonsPolycyclic Aromatic HydrocarbonsCancer riskDifferential metabolitesFirefightersOccupationUrinary metabolomics

Identifiers

PMID40048004
PMCPMC11885328

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.