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Burgess JL, Beitel SC, Calkins MM, Furlong MA, Louzado Feliciano P, Kolar Gabriel J, Grant C, Goodrich JM, Graber JM, Healy O, Hollister J, Hughes J, Jahnke S, Kern K, Leeb FA, Caban-Martinez AJ, Mayer AC, Osgood R, Porter C, Ranganathan S, Stapleton HM, Schaefer Solle N, Toennis C, Urwin DJ, Valenti M, Gulotta JJ. The Fire Fighter Cancer Cohort Study: Protocol for a Longitudinal Occupational Cohort Study. JMIR Res Protoc 2025; 14:e70522. [PMID: 40262139 PMCID: PMC12056432 DOI: 10.2196/70522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 03/03/2025] [Accepted: 03/07/2025] [Indexed: 04/24/2025] Open
Abstract
BACKGROUND Firefighters 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. OBJECTIVE The 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. METHODS The 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. RESULTS The 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. CONCLUSIONS The 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.
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Affiliation(s)
- Jefferey L Burgess
- Department of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
| | - Shawn C Beitel
- Department of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
| | - Miriam M Calkins
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, United States
| | - Melissa A Furlong
- Department of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
| | - Paola Louzado Feliciano
- Department of Medicine, State University of New York Medical University, Syracuse, NY, United States
| | | | - Casey Grant
- D&S Research Associates and Engineers LLC, Belmont, MA, United States
| | - Jaclyn M Goodrich
- Department of Environmental Health Sciences, University of Michigan School of Publich Health, Ann Arbor, MI, United States
| | - Judith M Graber
- Department of Biostatistics and Epidemiology, Rutgers the State University of New Jersey, Piscataway, NJ, United States
| | - Olivia Healy
- Department of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
| | - James Hollister
- Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, United States
| | - Jeff Hughes
- Orange County Fire Authority, Irvine, CA, United States
| | - Sara Jahnke
- Center for Fire, Rescue & EMS Health Research, National Development and Research Institutes, Leawood, KS, United States
| | - Krystal Kern
- Department of Community, Environment and Policy, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
| | - Frank A Leeb
- First Responder Center for Excellence, Crofton, MD, United States
| | - Alberto J Caban-Martinez
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Alexander C Mayer
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, United States
| | - Russell Osgood
- Firefighter Cancer Support Network, Burbank, CA, United States
| | - Cynthia Porter
- Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, United States
| | | | | | - Natasha Schaefer Solle
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Christine Toennis
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, United States
| | - Derek J Urwin
- Los Angeles County Fire Department, Los Angeles, CA, United States
- Department of Chemistry & Biochemistry, University of California at Los Angeles, Los Angeles, CA, United States
| | - Michelle Valenti
- Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, United States
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Rotander A, Ramos MJG, Mueller JF, Toms LM, Hyötyläinen T. Metabolic changes associated with PFAS exposure in firefighters: A pilot study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 953:176004. [PMID: 39260512 DOI: 10.1016/j.scitotenv.2024.176004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 08/22/2024] [Accepted: 09/01/2024] [Indexed: 09/13/2024]
Abstract
This pilot study investigated the association between occupational exposure to per- and polyfluoroalkyl substances (PFASs) and metabolic profiles among two groups of aviation firefighters (n = 37), with an average of 6 and 31 years of working experience (here referred as junior and senior firefighters) at airports across Australia, with samples collected in 2013. PFAS levels in serum were determined in a previous study to be >17 times higher in the senior firefighter group, reflecting the difference in their occupational exposure to fluorosurfactants among the groups. The aim was to examine metabolic patterns across a broad range of PFAS exposure by comparing metabolic differences and their associations with PFAS levels. In this cross-sectional study, the length of firefighting experience and PFAS levels in serum were both further associated with changes in several classes of metabolites, including free fatty acids, bile acids, amino acids, lipids and metabolites related to gut microbial metabolism. The metabolites associated with the length of firefighting experience showed similarities with the metabolites associated with PFAS levels. A non-monotonic response to PFAS concentrations, particularly in saturated fatty acids, was also observed. In the junior firefighter group, the PFAS concentrations were positively associated with saturated fatty acids, i.e., the saturated fatty acid levels increased with increased PFAS levels. In the senior firefighter group, the trend was opposite, with saturated fatty acids decreasing with increasing levels of PFAS. Accounting for potential confounding factors such as BMI and age could not explain the results. While the study population was small, our results plausibly indicate that PFAS exposure can lead to a metabolic compensation strategy that is disrupted at high, long-term exposures. Our study also suggests that serum metabolites serve as better effect-based markers of the impact of exposure than the traditional clinical measurements alone, such as total triglycerides or total cholesterol.
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Affiliation(s)
- Anna Rotander
- MTM Research Centre, Örebro university, Fakultetsgatan 1, 702 81 Örebro, Sweden
| | - Maria Jose Gomez Ramos
- European Union Reference Laboratory for Pesticide Residues in Fruit & Vegetables, University of Almeria, Agrifood Campus of International Excellence (ceiA3), Ctra. Sacramento s/n La Cañada de San Urbano, 04120 Almería, Spain
| | - Jochen F Mueller
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, 4102, QLD, Australia
| | - Leisa-Maree Toms
- School of Public Health and Social Work, Faculty of Health, Queensland University of Technology, Musk Avenue, Kelvin Grove, 4059, QLD, Australia
| | - Tuulia Hyötyläinen
- MTM Research Centre, Örebro university, Fakultetsgatan 1, 702 81 Örebro, Sweden.
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Quaid M, Goodrich JM, Calkins MM, Graber JM, Urwin D, Gabriel J, Caban-Martinez AJ, Petroff RL, Grant C, Beitel SC, Littau S, Gulotta JJ, Wallentine D, Hughes J, Burgess JL. Firefighting, per- and polyfluoroalkyl substances, and DNA methylation of genes associated with prostate cancer risk. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 2024; 65:55-66. [PMID: 38523457 PMCID: PMC11006564 DOI: 10.1002/em.22589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 02/27/2024] [Accepted: 02/29/2024] [Indexed: 03/26/2024]
Abstract
Prostate cancer is the leading incident cancer among men in the United States. Firefighters are diagnosed with this disease at a rate 1.21 times higher than the average population. This increased risk may result from occupational exposures to many toxicants, including per- and polyfluoroalkyl substances (PFAS). This study assessed the association between firefighting as an occupation in general or PFAS serum levels, with DNA methylation. Only genomic regions previously linked to prostate cancer risk were selected for analysis: GSTP1, Alu repetitive elements, and the 8q24 chromosomal region. There were 444 male firefighters included in this study, with some analyses being conducted on fewer participants due to missingness. Statistical models were used to test associations between exposures and DNA methylation at CpG sites in the selected genomic regions. Exposure variables included proxies of cumulative firefighting exposures (incumbent versus academy status and years of firefighting experience) and biomarkers of PFAS exposures (serum concentrations of 9 PFAS). Proxies of cumulative exposures were associated with DNA methylation at 15 CpG sites and one region located within FAM83A (q-value <0.1). SbPFOA was associated with 19 CpG sites (q < 0.1), but due to low detection rates, this PFAS was modeled as detected versus not detected in serum. Overall, there is evidence that firefighting experience is associated with differential DNA methylation in prostate cancer risk loci, but this study did not find evidence that these differences are due to PFAS exposures specifically.
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Affiliation(s)
- Margaret Quaid
- Department of Environmental Health Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI, USA
| | - Jaclyn M. Goodrich
- Department of Environmental Health Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI, USA
| | - Miriam M. Calkins
- National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, Cincinnati, OH, USA
| | - Judith M. Graber
- Dept of Biostatistics and Epidemiology, Rutgers the State University of New Jersey, Piscataway, NJ, USA
| | - Derek Urwin
- Los Angeles County Fire Department, Los Angeles, CA, USA
- Dept. of Chemistry & Biochemistry, UCLA, Los Angeles, CA, USA
| | - Jamie Gabriel
- Los Angeles County Fire Department, Los Angeles, CA, USA
| | | | - Rebekah L. Petroff
- Department of Environmental Health Sciences, University of Michigan School of Public Health, 1415 Washington Heights, Ann Arbor, MI, USA
| | - Casey Grant
- Fire Protection Research Foundation, Quincy, MA, USA
| | - Shawn C. Beitel
- Dept. of Community, Environment and Policy, University of Arizona Mel and Enid Zuckerman College of Public Health, Tucson, AZ, USA
| | - Sally Littau
- Dept. of Community, Environment and Policy, University of Arizona Mel and Enid Zuckerman College of Public Health, Tucson, AZ, USA
| | | | | | - Jeff Hughes
- Orange County Fire Authority, Irvine, CA, USA
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