Evidence map›Paper›PMID 40262139›Full record

ArticleJMIR research protocols2025

The Fire Fighter Cancer Cohort Study: Protocol for a Longitudinal Occupational Cohort Study.

Jefferey L Burgess, Shawn C Beitel, Miriam M Calkins, Melissa A Furlong, Paola Louzado Feliciano, Jamie Kolar Gabriel, Casey Grant, Jaclyn M Goodrich, Judith M Graber, Olivia Healy and 16 more

Abstract read
In one paragraph

Article in JMIR research protocols, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
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  7. Differential metabolic profiles by training fire exposure in female firefighters.International journal of hygiene and environmental health · 2026
    Article
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  12. 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

26 authors.

Jefferey L BurgessDepartment of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States.ORCID 0000-0003-2362-9509
Shawn C BeitelDepartment of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States.ORCID 0000-0003-1709-0906
Miriam M CalkinsNational Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, United States.ORCID 0000-0001-5097-053X
Melissa A FurlongDepartment of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States.ORCID 0000-0002-7479-5366
Paola Louzado FelicianoDepartment of Medicine, State University of New York Medical University, Syracuse, NY, United States.ORCID 0000-0002-2753-3945
Jamie Kolar GabrielLos Angeles County Fire Department, Los Angeles, CA, United States.ORCID 0000-0001-6835-9106
Casey GrantD&S Research Associates and Engineers LLC, Belmont, MA, United States.ORCID 0009-0004-5268-1108
Jaclyn M GoodrichDepartment of Environmental Health Sciences, University of Michigan School of Publich Health, Ann Arbor, MI, United States.ORCID 0000-0002-8289-9253
Judith M GraberDepartment of Biostatistics and Epidemiology, Rutgers the State University of New Jersey, Piscataway, NJ, United States.ORCID 0000-0003-2981-4289
Olivia HealyDepartment of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States.ORCID 0009-0007-1213-470X
James HollisterDepartment of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, United States.ORCID 0000-0002-4328-1071
Jeff HughesOrange County Fire Authority, Irvine, CA, United States.ORCID 0009-0009-7676-0739
Sara JahnkeCenter for Fire, Rescue & EMS Health Research, National Development and Research Institutes, Leawood, KS, United States.ORCID 0000-0002-2739-2345
Krystal KernDepartment of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States.ORCID 0000-0001-6568-4229
Frank A LeebFirst Responder Center for Excellence, Crofton, MD, United States.ORCID 0009-0006-0993-2949
Alberto J Caban-MartinezDepartment of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States.ORCID 0000-0002-5960-1308
Alexander C MayerNational Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, United States.ORCID 0000-0002-2141-9033
Russell OsgoodFirefighter Cancer Support Network, Burbank, CA, United States.ORCID 0009-0009-6270-447X
Cynthia PorterDepartment of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, United States.ORCID 0000-0001-9232-0279
Sreenivasan RanganathanFire Protection Research Foundation, Quincy, MA, United States.ORCID 0000-0002-4347-587X
Heather M StapletonNicholas School of Environment, Duke University, Durham, NC, United States.ORCID 0000-0002-9995-6517
Natasha Schaefer SolleDepartment of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States.ORCID 0000-0001-8166-2732
Christine ToennisNational Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, United States.ORCID 0000-0001-7378-3489
Derek J UrwinLos Angeles County Fire Department, Los Angeles, CA, United States.ORCID 0000-0003-0055-2545
Michelle ValentiDepartment of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, United States.ORCID 0009-0007-4749-5302
John J GulottaTucson Fire Department, Tucson, AZ, United States.ORCID 0009-0007-3262-7640

Funding

SOUTHWEST ENVIRONMENTAL HEALTH SCIENCES CENTERP30ES006694 · NIEHS · UNIVERSITY OF ARIZONA · PI George S Watts · 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
Wildland-Urban Interface Fire Exposures, Effects, and Interventions: A Collaborative Research-to-Action Partnership with FirefightersR01ES035965 · NIEHS · UNIVERSITY OF ARIZONA · PI Jefferey L. Burgess · 2024 to 2026
$2.3M
Federal Emergency Management Agency EMW-2014-FP-00200, EMW-2015-FP-00213, EMW-2017-FP-00860, EMW-2018-FP-00086, EMW-2019-FP-00526, EMW-2019-FP-00517, EMW-2020-FP-00430, EMW-2021-FP-00141, EMW-2021-FP-00416, EMW-2022-FP-00774, AND EMW-2022-FP-00711NIEHS NIH HHS P30 ES006694NIEHS NIH HHS P30 ES017885NIEHS NIH HHS R01 ES035965
6 · The paper itself

Abstract

backgroundFirefighters are at an increased risk of cancer and other health conditions compared with the general population. However, the specific exposures and mechanisms contributing to these risks are not fully understood. This information is critical to formulate and test protective interventions.

objectiveThe purpose of the Fire Fighter Cancer Cohort Study (FFCCS) is to conduct community-engaged research with the fire service to advance the evaluation and reduction of firefighter exposures, along with understanding and mitigating effects leading to an increased risk of cancer and other health conditions. This involves establishing a long-term (>30 years) firefighter multicenter prospective cohort study.

methodsThe structure of the FFCCS includes a fire service oversight and planning board to provide guidance and foster communication between researchers and fire organizations; a data coordinating center overseeing survey data collection and data management; an exposure assessment center working with quantitative exposure data to construct a firefighter job exposure matrix; and a biomarker analysis center, including a biorepository. Together, the centers evaluate the association between firefighter exposures and toxic health effects. Firefighter research liaisons are involved in all phases of the research. The FFCCS research design primarily uses a set of core and project-specific survey questions accompanied by a collection of biological samples (blood and urine) for the analysis of biomarkers of exposure and effect. Data and samples are collected upon entry into the study, with subsequent collection after eligible exposures, and at intervals (eg, 1-2 years) after enrollment. FFCCS data collection and analysis have been developed to evaluate unique exposures for specific firefighter groups; cancer risks; and end points in addition to cancer, such as reproductive outcomes. Recruitment is carried out with coordination from partnering fire departments and eligible participants, including active career and volunteer firefighters in the United States.

resultsThe FFCCS protocol development was first funded by the US Federal Emergency Management Agency in 2016, with enrollment beginning in February 2018. As of September 2024, >6200 participants from >275 departments across 31 states have enrolled, including recruit and incumbent firefighters. Biological samples have been analyzed for measures of exposure and effect. Specific groups enrolled in the FFCCS include career and volunteer structural firefighters, women firefighters, trainers, fire investigators, wildland firefighters, firefighters responding to wildland-urban interface fires, and airport firefighters. Peer-reviewed published results include measurement of exposures and the toxic effects of firefighting exposure. Whenever possible, research results are provided back to individual participants.

conclusionsThe FFCCS is a unique, community-engaged, multicenter prospective cohort study focused on the fire service. Study results contribute to the evaluation of exposures, effects, and preventive interventions across multiple sectors of the US fire service, with broad implications nationally. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/70522.

Indexed as

FirefightersNeoplasmsOccupational ExposureCohort StudiesHumansLongitudinal StudiesProspective StudiesResearch Designbiomonitoringcancerfirefighterprospective cohort studyprotocol

Identifiers

PMID40262139
PMCPMC12056432

What OpenQuestion holds

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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.