1
|
Pye HOT, Xu L, Henderson BH, Pagonis D, Campuzano-Jost P, Guo H, Jimenez JL, Allen C, Skipper TN, Halliday HS, Murphy BN, D'Ambro EL, Wennberg PO, Place BK, Wiser FC, McNeill VF, Apel EC, Blake DR, Coggon MM, Crounse JD, Gilman JB, Gkatzelis GI, Hanisco TF, Huey LG, Katich JM, Lamplugh A, Lindaas J, Peischl J, St Clair JM, Warneke C, Wolfe GM, Womack C. Evolution of Reactive Organic Compounds and Their Potential Health Risk in Wildfire Smoke. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:19785-19796. [PMID: 39436375 DOI: 10.1021/acs.est.4c06187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2024]
Abstract
Wildfires are an increasing source of emissions into the air, with health effects modulated by the abundance and toxicity of individual species. In this work, we estimate reactive organic compounds (ROC) in western U.S. wildland forest fire smoke using a combination of observations from the 2019 Fire Influence on Regional to Global Environments and Air Quality (FIREX-AQ) field campaign and predictions from the Community Multiscale Air Quality (CMAQ) model. Standard emission inventory methods capture 40-45% of the estimated ROC mass emitted, with estimates of primary organic aerosol particularly low (5-8×). Downwind, gas-phase species abundances in molar units reflect the production of fragmentation products such as formaldehyde and methanol. Mass-based units emphasize larger compounds, which tend to be unidentified at an individual species level, are less volatile, and are typically not measured in the gas phase. Fire emissions are estimated to total 1250 ± 60 g·C of ROC per kg·C of CO, implying as much carbon is emitted as ROC as is emitted as CO. Particulate ROC has the potential to dominate the cancer and noncancer risk of long-term exposure to inhaled smoke, and better constraining these estimates will require information on the toxicity of particulate ROC from forest fires.
Collapse
Affiliation(s)
- Havala O T Pye
- Office of Research and Development, US Environmental Protection Agency, Durham, North Carolina 27711, United States
| | - Lu Xu
- Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Barron H Henderson
- Office of Air and Radiation, US Environmental Protection Agency, Durham, North Carolina 27711, United States
| | - Demetrios Pagonis
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, Colorado 80309, United States
- Department of Chemistry & Biochemistry, Weber State University, Ogden, Utah 84408, United States
| | - Pedro Campuzano-Jost
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, Colorado 80309, United States
- Department of Chemistry, University of Colorado, Boulder, Colorado 80309, United States
| | - Hongyu Guo
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, Colorado 80309, United States
- Department of Chemistry, University of Colorado, Boulder, Colorado 80309, United States
| | - Jose L Jimenez
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, Colorado 80309, United States
- Department of Chemistry, University of Colorado, Boulder, Colorado 80309, United States
| | | | - T Nash Skipper
- Office of Research and Development, US Environmental Protection Agency, Durham, North Carolina 27711, United States
| | - Hannah S Halliday
- Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Benjamin N Murphy
- Office of Research and Development, US Environmental Protection Agency, Durham, North Carolina 27711, United States
| | - Emma L D'Ambro
- Office of Research and Development, US Environmental Protection Agency, Durham, North Carolina 27711, United States
| | - Paul O Wennberg
- California Institute of Technology, Pasadena, California 91125, United States
| | - Bryan K Place
- Office of Research and Development, US Environmental Protection Agency, Durham, North Carolina 27711, United States
| | - Forwood C Wiser
- Columbia University, New York, New York 10027, United States
| | - V Faye McNeill
- Columbia University, New York, New York 10027, United States
| | - Eric C Apel
- National Center for Atmospheric Research, Boulder, Colorado 80301, United States
| | - Donald R Blake
- University of California Irvine, Irvine, California 92697, United States
| | - Matthew M Coggon
- NOAA Chemical Sciences Laboratory, Boulder, Colorado 80305, United States
| | - John D Crounse
- California Institute of Technology, Pasadena, California 91125, United States
| | - Jessica B Gilman
- NOAA Chemical Sciences Laboratory, Boulder, Colorado 80305, United States
| | - Georgios I Gkatzelis
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, Colorado 80309, United States
- NOAA Chemical Sciences Laboratory, Boulder, Colorado 80305, United States
| | - Thomas F Hanisco
- NASA Goddard Space Flight Center, Greenbelt, Maryland 20771, United States
| | - L Gregory Huey
- Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Joseph M Katich
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, Colorado 80309, United States
- NOAA Chemical Sciences Laboratory, Boulder, Colorado 80305, United States
| | - Aaron Lamplugh
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, Colorado 80309, United States
- NOAA Chemical Sciences Laboratory, Boulder, Colorado 80305, United States
| | - Jakob Lindaas
- Department of Atmospheric Science, Colorado State University, Fort Collins, Colorado 80523, United States
| | - Jeff Peischl
- Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, Colorado 80309, United States
- NOAA Chemical Sciences Laboratory, Boulder, Colorado 80305, United States
| | - Jason M St Clair
- NASA Goddard Space Flight Center, Greenbelt, Maryland 20771, United States
- University of Maryland Baltimore County, Baltimore, Maryland 21250, United States
| | - Carsten Warneke
- NOAA Chemical Sciences Laboratory, Boulder, Colorado 80305, United States
| | - Glenn M Wolfe
- NASA Goddard Space Flight Center, Greenbelt, Maryland 20771, United States
| | - Caroline Womack
- NOAA Chemical Sciences Laboratory, Boulder, Colorado 80305, United States
| |
Collapse
|
2
|
Tian X, Cheng Y, Chen S, Liu S, Wang Y, Niu X, Sun J. The Emission Characteristics and Health Risks of Firefighter-Accessed Fire: A Review. TOXICS 2024; 12:739. [PMID: 39453159 PMCID: PMC11511337 DOI: 10.3390/toxics12100739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 10/04/2024] [Accepted: 10/10/2024] [Indexed: 10/26/2024]
Abstract
The exacerbation of wildfires caused by global warming poses a significant threat to human health and environmental integrity. This review examines the particulate matter (PM) and gaseous pollutants resulting from fire incidents and their impacts on individual health, with a specific focus on the occupational hazards faced by firefighters. Of particular concern is the release of carbon-containing gases and fine particulate matter (PM2.5) from forest fires and urban conflagrations, which exceed the recommended limits and pose severe health risks. Firefighters exposed to these pollutants demonstrate an elevated risk of developing pulmonary and cardiovascular diseases and cancer compared to the general population, indicating an urgent need for enhanced protective measures and health management strategies for firefighters. Through a meticulous analysis of the current research findings, this review delineates future research directions, focusing on the composition and properties of these pollutants, the impacts of fire-emitted pollutants on human health, and the development of novel protective technologies.
Collapse
Affiliation(s)
- Xuan Tian
- School of Human Settlements and Civil Engineering, Xi’an Jiaotong University, Xi’an 710049, China; (X.T.); (S.C.); (S.L.); (Y.W.)
| | - Yan Cheng
- School of Human Settlements and Civil Engineering, Xi’an Jiaotong University, Xi’an 710049, China; (X.T.); (S.C.); (S.L.); (Y.W.)
| | - Shiting Chen
- School of Human Settlements and Civil Engineering, Xi’an Jiaotong University, Xi’an 710049, China; (X.T.); (S.C.); (S.L.); (Y.W.)
| | - Song Liu
- School of Human Settlements and Civil Engineering, Xi’an Jiaotong University, Xi’an 710049, China; (X.T.); (S.C.); (S.L.); (Y.W.)
| | - Yanli Wang
- School of Human Settlements and Civil Engineering, Xi’an Jiaotong University, Xi’an 710049, China; (X.T.); (S.C.); (S.L.); (Y.W.)
| | - Xinyi Niu
- Department of Occupational and Environmental Health, School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an 710061, China
- Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education, Xi’an 710049, China
- Key Laboratory of Trace Elements and Endemic Diseases in Ministry of Health, Xi’an 710049, China
- Key Laboratory for Disease Prevention and Control and Health Promotion of Shaanxi Province, Xi’an 710061, China
| | - Jian Sun
- Department of Environmental Science and Engineering, Xi’an Jiaotong University, Xi’an 710049, China;
| |
Collapse
|
3
|
Schuller A, Oakes J, LaRocca T, Matz J, Eden M, Bellini C, Montrose L. Robust differential gene expression patterns in the prefrontal cortex of male mice exposed to an occupationally relevant dose of laboratory-generated wildfire smoke. Toxicol Sci 2024; 201:300-310. [PMID: 39107885 PMCID: PMC11424885 DOI: 10.1093/toxsci/kfae097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024] Open
Abstract
Wildfires have become common global phenomena concurrent with warmer and drier climates and are now major contributors to ambient air pollution worldwide. Exposure to wildfire smoke has been classically associated with adverse cardiopulmonary health outcomes, especially in vulnerable populations. Recent work has expanded our understanding of wildfire smoke toxicology to include effects on the central nervous system and reproductive function; however, the neurotoxic profile of this toxicant remains ill-explored in an occupational context. Here, we sought to address this by using RNA sequencing to examine transcriptomic signatures in the prefrontal cortex of male mice modeling career wildland firefighter smoke exposure. We report robust changes in gene expression profiles between smoke-exposed samples and filtered air controls, evidenced by 2,862 differentially expressed genes (51.2% increased). We further characterized the functional relevance of these genes highlighting enriched pathways related to synaptic transmission, neuroplasticity, blood-brain barrier integrity, and neurotransmitter metabolism. Additionally, we identified possible contributors to these alterations through protein-protein interaction network mapping, which revealed a central node at ß-catenin and secondary hubs centered around mitochondrial oxidases, the Wnt signaling pathway, and gene expression machinery. The data reported here will serve as the foundation for future experiments aiming to characterize the phenotypic effects and mechanistic underpinnings of occupational wildfire smoke neurotoxicology.
Collapse
Affiliation(s)
- Adam Schuller
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, United States
| | - Jessica Oakes
- Department of Bioengineering, Northeastern University, Boston, MA 02120, United States
| | - Tom LaRocca
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO 80523, United States
| | - Jacqueline Matz
- Department of Bioengineering, Northeastern University, Boston, MA 02120, United States
| | - Matthew Eden
- Department of Bioengineering, Northeastern University, Boston, MA 02120, United States
| | - Chiara Bellini
- Department of Bioengineering, Northeastern University, Boston, MA 02120, United States
| | - Luke Montrose
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO 80523, United States
| |
Collapse
|
4
|
West M, Brown S, Noth E, Domitrovich J, Navarro DuBose K. A review of occupational exposures to carcinogens among wildland firefighters. JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE 2024; 21:741-764. [PMID: 39357032 DOI: 10.1080/15459624.2024.2388532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/04/2024]
Abstract
Wildfires can negatively impact the health and well-being of wildland firefighters through a variety of exposure pathways. Many studies have measured acute health effects from occupational exposure to pollutants in wildfire smoke; however, research specifically examining cancer risks from exposure to carcinogens is limited. This review aimed to better understand cancer risk in this occupation by assessing the existing evidence of exposures and summarizing measured concentrations of carcinogens among wildland firefighters. A systematic search was conducted to identify scientific papers using the following databases: Medline(OVID), Embase(OVID), PsycINFO(OVID), Cochrane Library, CINAHL(EBSCOHost), EconLit(EBSCOHost), Scopus, Agricultural and Environmental Science Collect(ProQuest), and NIOSHTIC-2. Forty-nine papers were identified that met eligibility criteria. Across the papers, 31 carcinogens were identified and quantified using a variety of assessment methods. Papers measured particulate matter (N = 26), polycyclic aromatic hydrocarbons (N = 12), volatile organic compounds (N = 14), crystalline silica (N = 5), black carbon (N = 4), asbestos (N = 3), radionuclides (N = 7), and metals (N = 2). Most papers measured inhalation exposures through traditional air sampling methods, but a subset of exposures to polycyclic aromatic hydrocarbons (N = 8), as well as heavy metals (N = 1), were measured through urinary biomarkers and naphthalene was measured using dermal wipe samples (N = 2). Although the heterogeneity of exposure assessment methods made direct comparison of concentrations difficult, the papers provide consistent evidence that wildland firefighters are regularly exposed to carcinogens. All wildland fire personnel should continue to implement recommended mitigation strategies and support new mitigations to reduce exposure to carcinogens on the job.
Collapse
Affiliation(s)
- Molly West
- National Technology and Development Program, USDA Forest Service, Missoula, Montana
| | - Skylar Brown
- National Technology and Development Program, USDA Forest Service, Missoula, Montana
| | - Elizabeth Noth
- Center for Occupational and Environmental Health Berkeley, University of California, Berkeley, Berkeley, California
| | - Joseph Domitrovich
- National Technology and Development Program, USDA Forest Service, Missoula, Montana
| | | |
Collapse
|
5
|
Wah W, Gelaw A, Glass DC, Sim MR, Hoy RF, Berecki-Gisolf J, Walker-Bone K. Systematic review of impacts of occupational exposure to wildfire smoke on respiratory function, symptoms, measures and diseases. Int J Hyg Environ Health 2024; 263:114463. [PMID: 39332351 DOI: 10.1016/j.ijheh.2024.114463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 08/27/2024] [Accepted: 09/15/2024] [Indexed: 09/29/2024]
Abstract
BACKGROUND Wildfire smoke contains numerous hazardous air pollutants which pose serious health risks to humans. Despite this, there has been a limited focus on the assessment of the acute physiological and longer-term respiratory effects of wildfire exposure on firefighters and other emergency workers. Therefore, we undertook a systematic review of the evidence about the respiratory impacts of occupational wildfire smoke exposure among wildfire fighters (WFF). METHODS Eligible studies from Medline, Embase and Scopus databases were included if they described the relationship between wildfire exposure and respiratory function, symptoms, measures and diseases amongst emergency personnel or firefighters who had responded to wildfires. RESULTS Twenty-six articles met the inclusion criteria. 24 out of 26 (22 out of 23 moderate/high quality) studies provided evidence of adverse respiratory effects, including reduced lung function, increased airway dysfunction and airway inflammation, upper and lower respiratory tract symptoms and increased asthma incidence related to wildfires or prescribed burns exposure among WFF and police responders. Fourteen out of 19 studies showed statistically significant declines in spirometry measures of lung function (mostly short-term studies). Two studies using complex lung function tests showed a significant effect on peripheral airway function. DISCUSSION This review found a convincing body of evidence that occupational exposure to wildfires or prescribed burns has both acute and possibly longer-term respiratory effects among WFFs and some other emergency personnel. Given that these events are increasing, more needs to be done to identify those most at risk and mitigate these risks.
Collapse
Affiliation(s)
- Win Wah
- Monash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
| | - Asmare Gelaw
- Healthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Deborah C Glass
- Monash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Malcolm R Sim
- Monash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Ryan F Hoy
- Monash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Department of Respiratory Medicine, Alfred Health, Melbourne, Victoria, Australia
| | - Janneke Berecki-Gisolf
- Monash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Victorian Injury Surveillance Unit, Monash University Accident Research Centre, Monash University, Melbourne, Victoria, Australia
| | - Karen Walker-Bone
- Monash Centre for Occupational and Environmental Health, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| |
Collapse
|
6
|
Jaiswal S, Jalbert I, Olsen N, Burnett A, Golebiowski B. Blinded by smoke: Wildfire smoke exposure and eye irritation in australian wildland firefighters. Ocul Surf 2024; 34:381-391. [PMID: 39251022 DOI: 10.1016/j.jtos.2024.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/25/2024] [Accepted: 09/03/2024] [Indexed: 09/11/2024]
Abstract
PURPOSE Wildfire occurrence is increasing worldwide, putting firefighters and general public at increased risk of eye injuries from smoke exposure. This study explored ocular symptoms and use of protective eyewear amongst wildland firefighters in Australia. METHODS Australian wildland firefighters were invited to complete an online survey about the occurrence of eye irritation, use of protective eyewear and behaviours associated with occupational smoke exposure. Responses were analysed using logistic regression and qualitative inductive content analysis. RESULTS 338 wildland firefighters completed the survey. Eye irritation was reported by 90 % of firefighters at least sometimes during work and by 70 % after work. Frequency of eye irritation was greater amongst females than males (OR 2.01, CI 1.22-3.31, p < 0.001). Protective eyewear was used often or always by 67 % of firefighters on the fireground, however 55 % had to remove their protective eyewear due to sweat, fogging or another reason. Goggles were more likely to be removed compared to sunglasses and safety glasses (OR 4.28, CI 2.75-6.68, p < 0.001). Firefighters reported that, at times smoke exposure necessitated eye closure and impaired vision on the fireground. Firefighters also reported that protective eyewear helped to reduce eye symptoms, but its consistent use on the fireground was difficult. The severity and recovery from eye symptoms varied between participants. CONCLUSION Australian wildland firefighters frequently experience eye irritation from smoke exposure, and this can affect operational capabilities. These findings can support the development of evidence-based strategies to help protect and aid recovery of the eye surface following smoke exposure.
Collapse
Affiliation(s)
- Sukanya Jaiswal
- School of Optometry and Vision Science, University of New South Wales, Sydney, New South Wales, Australia.
| | - Isabelle Jalbert
- School of Optometry and Vision Science, University of New South Wales, Sydney, New South Wales, Australia
| | - Nicholas Olsen
- Stats Central, Mark Wainwright Analytical Centre, University of New South Wales, Sydney, New South Wales, Australia
| | - Anthea Burnett
- School of Optometry and Vision Science, University of New South Wales, Sydney, New South Wales, Australia
| | - Blanka Golebiowski
- School of Optometry and Vision Science, University of New South Wales, Sydney, New South Wales, Australia
| |
Collapse
|
7
|
Hasan MZ, Semmens EO, Navarro DuBose K, McCray LK, Noonan CW. Wildland Firefighter Work History and Clinical Indicators of Cardiovascular Health. J Occup Environ Med 2024; 66:e418-e422. [PMID: 38955802 PMCID: PMC11371509 DOI: 10.1097/jom.0000000000003172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
OBJECTIVE To determine the association between the occupational history as a wildland firefighter (WFF) and clinical indicators of cardiovascular health. METHODS Among 2862 WFFs, we evaluated associations between the number of total days assigned on fire and high-risk categories of three clinically measured cardiovascular indicators. RESULTS Almost one-third (32%) of WFFs had one or more clinical measures that would place them in high-risk categories for body mass index, blood pressure, and total cholesterol. WFF work history was associated with some of these measures: odds ratio (and 95% confidence interval) for highest versus lowest tertile of days on fire were 1.4 (1.2, 1.8) and 1.2 (1.0, 1.5) for high-risk categories of body mass index and cholesterol, respectively. CONCLUSION More frequent screening and targeted health promotion programs for WFFs are warranted to increase awareness of cardiovascular risk and prevention strategies.
Collapse
Affiliation(s)
- Md Zahid Hasan
- From the Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, Missoula, MT (M.Z.H., E.O.S., C.W.N.); and Department of the Interior, Office of Wildland Fire, Boise, ID (K.N.D.B., L.K.M.C.)
| | | | | | | | | |
Collapse
|
8
|
Zadunayski T, Broznitsky N, Lichty D, Cherry N. Perceptions of Exposure and Mask Use in Wildland Firefighters. TOXICS 2024; 12:576. [PMID: 39195678 PMCID: PMC11360241 DOI: 10.3390/toxics12080576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 07/19/2024] [Accepted: 08/02/2024] [Indexed: 08/29/2024]
Abstract
Wildland firefighters are exposed to airborne particulates, polycyclic aromatic hydrocarbons (PAHs), and other hazardous substances. Respiratory protection is indicated, but information is lacking on the tasks and conditions for which mask wearing should be advised. Studies to assess respiratory protection in wildland firefighters were carried out in western Canada in 2021 and 2023. Sampling pumps measured airborne exposures and urinary 1-hydroxypyrene (1-HP) was assayed to indicate PAH absorption. Participants in 2021 reported the time for which they wore the mask during each task. In 2023, the use of masks was reported, and firefighters rated the smoke intensity. In 2021, 72 firefighters were monitored over 164 shifts and, in 2023, 89 firefighters were monitored for 263 shifts. In 2021, mask wearing was highest for those engaged in initial attack and hot spotting. Urinary 1-HP at the end of rotation was highest for those reporting initial attack, working on a prescribed fire and mop-up. In 2023, firefighter ratings of smoke intensity were strongly associated with measured particulate mass and with urinary 1-HP, but masks were not worn more often when there was higher smoke intensity. The data from the literature did not provide a clear indication of high-exposure tasks. Better task/exposure information is needed for firefighters to make informed decisions about mask wearing.
Collapse
Affiliation(s)
- Tanis Zadunayski
- Division of Preventive Medicine, University of Alberta, Edmonton, AB T6G 2T4, Canada
| | | | - Drew Lichty
- Canada Wildfire, University of Alberta, Edmonton, AB T6G 2H1, Canada
| | - Nicola Cherry
- Division of Preventive Medicine, University of Alberta, Edmonton, AB T6G 2T4, Canada
| |
Collapse
|
9
|
Bralewska K, Bralewski A, Wolny P, Chiliński B. Size-resolved particulate matter inside selected fire stations and preliminary evaluation of the effectiveness of washing machines in reducing its concentrations. Sci Rep 2024; 14:18137. [PMID: 39103537 PMCID: PMC11300438 DOI: 10.1038/s41598-024-69268-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Accepted: 08/02/2024] [Indexed: 08/07/2024] Open
Abstract
The study aimed to determine and compare the mass concentration and size distribution of particulate matter (PM) at two Polish fire stations, one equipped with a washing machine intended for the decontamination of uniforms (FSN) and the other not equipped with this type of device (FSC), to assess the effectiveness of washing machines in reducing PM concentrations inside fire stations and estimate PM doses inhaled by firefighters while performing activities in truck bays and changing rooms during one work shift. The average PM concentrations at the FSN were 18.2-28.9 µg/m3 and 27.5-37.3 µg/m3, while at FSC they were 27.4-37.9 µg/m3 and 24.6-32.8 µg/m3 in the truck bays and changing rooms, respectively. At each measurement point, most of the PM mass (65-75%) was accumulated as fine particles. The dominance of fine particles in the total mass of PM results in high values of PM deposition coefficients (0.59-0.61) in three sections of the respiratory tract at each monitoring site. This study initially indicates the effectiveness of washing machines in reducing the concentration of fine particles and demonstrates the necessity, as well as directions for further research in this area.
Collapse
Affiliation(s)
| | | | - Piotr Wolny
- Fire University, 52/54 Słowackiego St., 01-629, Warsaw, Poland
| | | |
Collapse
|
10
|
Coker RH, Ruby BC, Lambert AA, Quindry JC. Metabolic Health Concerns in Wildland Firefighters: An Editorial Review. J Occup Environ Med 2024; 66:e371-e372. [PMID: 39102369 DOI: 10.1097/jom.0000000000003149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/07/2024]
Affiliation(s)
- Robert H Coker
- From the Department of Integrative Physiology and Athletic Training, Montana Center for Work Physiology and Exercise Metabolism, University of Montana, Missoula, Montana (R.H.C., B.C.R., J.C.Q.); Institute of Translational Health Sciences, University of Washington, Seattle, Washington (R.H.C., A.L.); Providence Medical Research Center, Providence Health Care, Spokane, Washington (A.A.L.)
| | | | | | | |
Collapse
|
11
|
Sandhu APS, Tanvir, Singh K, Singh S, Antaal H, Luthra S, Singla A, Nijjar GS, Aulakh SK, Kaur Y. Decoding Cancer Risk: Understanding Gene-Environment Interactions in Cancer Development. Cureus 2024; 16:e64936. [PMID: 39165474 PMCID: PMC11335134 DOI: 10.7759/cureus.64936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/17/2024] [Indexed: 08/22/2024] Open
Abstract
While lifestyle choices or behavioral patterns remain the most significant factors influencing cancer risk, environmental exposure to certain chemicals, both manufactured and natural, may also contribute to an individual's likelihood of developing cancer. This interplay of factors, coupled with an aging demographic and shifting lifestyle patterns, has led to an increasing prevalence of cancer in recent years. This study examines the environmental and behavioral factors that contribute to anomalies in the immune system and increase the risk of developing cancer. Significant environmental and occupational factors include the contamination of air and water, exposure to radiation, contact with harmful microorganisms and pathogens, and workplace exposure to carcinogens such as asbestos, certain chemicals, and industrial pollutants. Behavioral factors, such as food, physical activity, stress, substance misuse, and sleep patterns, have a substantial impact on immunological function and the likelihood of developing cancer. For example, pollutants like benzene and arsenic can disrupt immune function and raise the risk of developing cancer. Similarly, lifestyle variables such as inactivity and poor nutrition have been linked to an increased risk of cancer. Long-term stress and substance abuse can also decrease immunological responses, increasing the risk of developing cancer. The review underlines the complexities of examining gene-environment interactions, as well as the importance of using several perspectives to fully comprehend these pathways. Future investigations should emphasize improved methodology and larger sample sizes. Public health campaigns should aim to reduce human exposure to cancer-causing compounds known as carcinogens while also encouraging the adoption of healthy behaviors and habits. Tailored preventive approaches that account for individual genetic vulnerabilities have the potential to improve cancer prevention and treatment.
Collapse
Affiliation(s)
- Ajay Pal Singh Sandhu
- Internal Medicine, Sri Guru Ram Das University of Health Sciences and Research, Amritsar, IND
| | - Tanvir
- Medicine, Government Medical College Amritsar, Amritsar, IND
| | | | - Sumerjit Singh
- Internal Medicine, Government Medical College Amritsar, Amritsar, IND
| | - Harman Antaal
- Internal Medicine, Government Medical College Patiala, Patiala, IND
| | - Shivansh Luthra
- Medicine, Government Medical College Amritsar, Amritsar, IND
| | | | | | - Smriti K Aulakh
- Internal Medicine, Sri Guru Ram Das University of Health Sciences and Research, Amritsar, IND
| | - Yasmeen Kaur
- Medicine, Government Medical College Amritsar, Amritsar, IND
| |
Collapse
|
12
|
Ma Y, Zang E, Liu Y, Wei J, Lu Y, Krumholz HM, Bell ML, Chen K. Long-term exposure to wildland fire smoke PM 2.5 and mortality in the contiguous United States. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.01.31.23285059. [PMID: 36778437 PMCID: PMC9915814 DOI: 10.1101/2023.01.31.23285059] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Despite the substantial evidence on the health effects of short-term exposure to ambient fine particles (PM2.5), including increasing studies focusing on those from wildland fire smoke, the impacts of long-term wildland fire smoke PM2.5 exposure remain unclear. We investigated the association between long-term exposure to wildland fire smoke PM2.5 and non-accidental mortality and mortality from a wide range of specific causes in all 3,108 counties in the contiguous U.S., 2007-2020. Controlling for non-smoke PM2.5, air temperature, and unmeasured spatial and temporal confounders, we found a non-linear association between 12-month moving average concentration of smoke PM2.5 and monthly non-accidental mortality rate. Relative to a month with the long-term smoke PM2.5 exposure below 0.1 μg/m3, non-accidental mortality increased by 0.16-0.63 and 2.11 deaths per 100,000 people per month when the 12-month moving average of PM2.5 concentration was of 0.1-5 and 5+ μg/m3, respectively. Cardiovascular, ischemic heart disease, digestive, endocrine, diabetes, mental, and chronic kidney disease mortality were all found to be associated with long-term wildland fire smoke PM2.5 exposure. Smoke PM2.5 contributed to approximately 11,415 non-accidental deaths/year (95% CI: 6,754, 16,075) in the contiguous U.S. Higher smoke PM2.5-related increases in mortality rates were found for people aged 65 above. Positive interaction effects with extreme heat (monthly number of days with daily mean air temperature higher than the county's 90th percentile warm season air temperature) were also observed. Our study identified the detrimental effects of long-term exposure to wildland fire smoke PM2.5 on a wide range of mortality outcomes, underscoring the need for public health actions and communications that span the health risks of both short- and long-term exposure.
Collapse
Affiliation(s)
- Yiqun Ma
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA
- Yale Center on Climate Change and Health, Yale School of Public Health, New Haven, CT, USA
| | - Emma Zang
- Department of Sociology, Yale University, New Haven, CT, USA
| | - Yang Liu
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Jing Wei
- Department of Atmospheric and Oceanic Science, Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA
| | - Yuan Lu
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, CT, USA
- Section of Cardiovascular Medicine, Department of Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Harlan M. Krumholz
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, CT, USA
- Section of Cardiovascular Medicine, Department of Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | - Kai Chen
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, CT, USA
- Yale Center on Climate Change and Health, Yale School of Public Health, New Haven, CT, USA
| |
Collapse
|
13
|
Cochran SJ, Dunigan-Russell K, Hutton GM, Nguyen H, Schladweiler MC, Jones DP, Williams WC, Fisher AA, Gilmour MI, Dye JA, Smith MR, Miller CN, Gowdy KM. Repeated exposure to eucalyptus wood smoke alters pulmonary gene and metabolic profiles in male Long-Evans rats. Toxicol Sci 2024; 199:332-348. [PMID: 38544285 PMCID: PMC11131017 DOI: 10.1093/toxsci/kfae040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2024] Open
Abstract
Exposure to wildfire smoke is associated with both acute and chronic cardiopulmonary illnesses, which are of special concern for wildland firefighters who experience repeated exposure to wood smoke. It is necessary to better understand the underlying pathophysiology by which wood smoke exposure increases pulmonary disease burdens in this population. We hypothesize that wood smoke exposure produces pulmonary dysfunction, lung inflammation, and gene expression profiles associated with future pulmonary complications. Male Long-Evans rats were intermittently exposed to smoldering eucalyptus wood smoke at 2 concentrations, low (11.0 ± 1.89 mg/m3) and high (23.7 ± 0.077 mg/m3), over a 2-week period. Whole-body plethysmography was measured intermittently throughout. Lung tissue and lavage fluid were collected 24 h after the final exposure for transcriptomics and metabolomics. Increasing smoke exposure upregulated neutrophils and select cytokines in the bronchoalveolar lavage fluid. In total, 3446 genes were differentially expressed in the lungs of rats in the high smoke exposure and only 1 gene in the low smoke exposure (Cd151). Genes altered in the high smoke group reflected changes to the Eukaryotic Initiation Factor 2 stress and oxidative stress responses, which mirrored metabolomics analyses. xMWAS-integrated analysis revealed that smoke exposure significantly altered pathways associated with oxidative stress, lung morphogenesis, and tumor proliferation pathways. These results indicate that intermittent, 2-week exposure to eucalyptus wood smoke leads to transcriptomic and metabolic changes in the lung that may predict future lung disease development. Collectively, these findings provide insight into cellular signaling pathways that may contribute to the chronic pulmonary conditions observed in wildland firefighters.
Collapse
Affiliation(s)
- Samuel J Cochran
- Division of Pulmonary, Critical Care and Sleep Medicine, Ohio State University Wexner Medical Center, Columbus, Ohio 43210, USA
| | - Katelyn Dunigan-Russell
- Division of Pulmonary, Critical Care and Sleep Medicine, Ohio State University Wexner Medical Center, Columbus, Ohio 43210, USA
| | - Grace M Hutton
- Division of Pulmonary, Critical Care and Sleep Medicine, Ohio State University Wexner Medical Center, Columbus, Ohio 43210, USA
| | - Helen Nguyen
- Oak Ridge Institute for Science and Education, U.S. Environmental Protection Agency, Center for Public Health and Environmental Assessment, Research Triangle Park, North Carolina 27711, USA
| | - Mette C Schladweiler
- Cardiopulmonary and Immunotoxicology Branch, Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27711, USA
| | - Dean P Jones
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Atlanta, Georgia 30322, USA
| | - Wanda C Williams
- Cardiopulmonary and Immunotoxicology Branch, Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27711, USA
| | - Anna A Fisher
- Cardiopulmonary and Immunotoxicology Branch, Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27711, USA
| | - M Ian Gilmour
- Cardiopulmonary and Immunotoxicology Branch, Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27711, USA
| | - Janice A Dye
- Cardiopulmonary and Immunotoxicology Branch, Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27711, USA
| | - M Ryan Smith
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Atlanta, Georgia 30322, USA
- Atlanta Veterans Affairs Healthcare System, Decatur, Georgia 30033, USA
| | - Colette N Miller
- Cardiopulmonary and Immunotoxicology Branch, Public Health and Integrated Toxicology Division, Center for Public Health and Environmental Assessment, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina 27711, USA
| | - Kymberly M Gowdy
- Division of Pulmonary, Critical Care and Sleep Medicine, Ohio State University Wexner Medical Center, Columbus, Ohio 43210, USA
| |
Collapse
|
14
|
Stem AD, Gibb M, Roncal-Jimenez CA, Johnson RJ, Brown JM. Health burden of sugarcane burning on agricultural workers and nearby communities. Inhal Toxicol 2024; 36:327-342. [PMID: 38349733 PMCID: PMC11260540 DOI: 10.1080/08958378.2024.2316875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 02/05/2024] [Indexed: 04/11/2024]
Abstract
Sugarcane is the most widely cultivated crop in the world, with equatorial developing nations performing most of this agriculture. Burning sugarcane is a common practice to facilitate harvest, producing extremely high volumes of respirable particulate matter in the process. These emissions are known to have deleterious effects on agricultural workers and nearby communities, but the extent of this exposure and potential toxicity remain poorly characterized. As the epidemicof chronic kidney disease of an unknown etiology (CKDu) and its associated mortality continue to increase along with respiratory distress, there is an urgent need to investigate the causes, determine viable interventions to mitigate disease andimprove outcomes for groups experiencing disproportionate impact. The goal of this review is to establish the state of available literature, summarize what is known in terms of human health risk, and provide recommendations for what areas should be prioritized in research.
Collapse
Affiliation(s)
- Arthur D. Stem
- Department of Pharmaceutical Sciences, University of
Colorado Anschutz Medical Campus, Aurora, CO
| | - Matthew Gibb
- Department of Pharmaceutical Sciences, University of
Colorado Anschutz Medical Campus, Aurora, CO
| | - Carlos A. Roncal-Jimenez
- Division of Renal Diseases and Hypertension,University of
Colorado Anschutz Medical Campus, Aurora, CO
| | - Richard J. Johnson
- Division of Renal Diseases and Hypertension,University of
Colorado Anschutz Medical Campus, Aurora, CO
| | - Jared M. Brown
- Department of Pharmaceutical Sciences, University of
Colorado Anschutz Medical Campus, Aurora, CO
| |
Collapse
|
15
|
Abstract
Wildfire smoke (WFS) is a mixture of respirable particulate matter, environmental gases, and other hazardous pollutants that originate from the unplanned burning of arid vegetation during wildfires. The increasing size and frequency of recent wildfires has escalated public and occupational health concerns regarding WFS inhalation, by either individuals living nearby and downstream an active fire or wildland firefighters and other workers that face unavoidable exposure because of their profession. In this review, we first synthesize current evidence from environmental, controlled, and interventional human exposure studies, to highlight positive associations between WFS inhalation and cardiovascular morbidity and mortality. Motivated by these findings, we discuss preventative measures and suggest interventions to mitigate the cardiovascular impact of wildfires. We then review animal and cell exposure studies to call attention on the pathophysiological processes that support the deterioration of cardiovascular tissues and organs in response to WFS inhalation. Acknowledging the challenges of integrating evidence across independent sources, we contextualize laboratory-scale exposure approaches according to the biological processes that they model and offer suggestions for ensuring relevance to the human condition. Noting that wildfires are significant contributors to ambient air pollution, we compare the biological responses triggered by WFS to those of other harmful pollutants. We also review evidence for how WFS inhalation may trigger mechanisms that have been proposed as mediators of adverse cardiovascular effects upon exposure to air pollution. We finally conclude by highlighting research areas that demand further consideration. Overall, we aspire for this work to serve as a catalyst for regulatory initiatives to mitigate the adverse cardiovascular effects of WFS inhalation in the community and alleviate the occupational risk in wildland firefighters.
Collapse
Affiliation(s)
| | | | | | | | - Jessica M. Oakes
- Department of Bioengineering, Northeastern University, Boston, MA, USA
| | - Chiara Bellini
- Department of Bioengineering, Northeastern University, Boston, MA, USA
| |
Collapse
|
16
|
Pinheiro PS, Koru-Sengul T, Zhao W, Hernandez DR, Hernandez MN, Kobetz EN, Caban-Martinez AJ, Lee DJ. Distinct Prostate Cancer Survival Outcomes in Firefighters: A Population-Based Study. Cancers (Basel) 2024; 16:1305. [PMID: 38610983 PMCID: PMC11010940 DOI: 10.3390/cancers16071305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 03/09/2024] [Accepted: 03/18/2024] [Indexed: 04/14/2024] Open
Abstract
Introduction: Survival outcomes for prostate cancer among specific occupational groups prone to regular medical check-ups vis-à-vis the general population have been understudied. For firefighters, a demographic subject to rigorous medical evaluations, possessing above-average medical expertise, and exposed to specific carcinogens of interest, prostate cancer survival in the US has never been studied. Methods: We conducted a retrospective study, utilizing data from the Florida Cancer Data System spanning 2004 to 2014, coupled with firefighter certification records from the Florida State Fire Marshal's Office. Our study cohort consisted of 1058 prostate cancer cases among firefighters as well as prostate cases for the Florida general population (n = 150,623). We compared cause-specific survival between the two using Cox regression models adjusted for demographics and clinical characteristics, including PSA levels, Gleason scores, and treatment modalities. Results: Firefighters demonstrated a higher five-year cause-specific survival rate (96.1%, 95% CI: 94.7-97.1%) than the general population (94.2%, 95%CI: 94.1-94.3%). Overall, firefighters' diagnoses were established at younger ages (median age 63 vs. 67 in the general population), exhibited a higher proportion of localized stage cancers (84.7% vs. 81.1%), and had a greater utilization of surgery (46.4% vs. 37.6%), a treatment modality with a high success rate but potential side effects. In multivariable analysis, firefighters displayed a survival advantage for localized stage (adjusted hazard ratio [aHR] = 0.53; 95%CI: 0.34-0.82). However, for regional or distant stages, firefighters aged 65 and above exhibited a higher risk of death (aHR = 1.84; 95% CI: 1.18-2.86) than the general population. Conclusion: Firefighters experience enhanced prostate cancer survival, primarily in cases diagnosed at localized stages, likely due to increased PSA testing. Nonetheless, for regional or distant stage, survival among older firefighters' lags behind that of the general population. Further investigations are warranted to unravel factors influencing the development of aggressive disease beyond PSA and Gleason scores in this population, as well as to assess the impact of a higher rate of surgical treatment on firefighters' quality of life.
Collapse
Affiliation(s)
- Paulo S. Pinheiro
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (T.K.-S.); (E.N.K.); (A.J.C.-M.); (D.J.L.)
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (W.Z.); (D.R.H.)
| | - Tulay Koru-Sengul
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (T.K.-S.); (E.N.K.); (A.J.C.-M.); (D.J.L.)
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (W.Z.); (D.R.H.)
| | - Wei Zhao
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (W.Z.); (D.R.H.)
| | - Diana R. Hernandez
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (W.Z.); (D.R.H.)
| | - Monique N. Hernandez
- Florida Cancer Data System, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA;
| | - Erin N. Kobetz
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (T.K.-S.); (E.N.K.); (A.J.C.-M.); (D.J.L.)
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (W.Z.); (D.R.H.)
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Alberto J. Caban-Martinez
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (T.K.-S.); (E.N.K.); (A.J.C.-M.); (D.J.L.)
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (W.Z.); (D.R.H.)
| | - David J. Lee
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (T.K.-S.); (E.N.K.); (A.J.C.-M.); (D.J.L.)
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA; (W.Z.); (D.R.H.)
- Florida Cancer Data System, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA;
| |
Collapse
|
17
|
Yuan H, Kehm RD, Daaboul JM, Lloyd SE, McDonald JA, Mu L, Tehranifar P, Zhang K, Terry MB, Yang W. Cancer incidence trends in New York State and associations with common population-level exposures 2010-2018: an ecological study. Sci Rep 2024; 14:7141. [PMID: 38531903 PMCID: PMC10966002 DOI: 10.1038/s41598-024-56634-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 03/08/2024] [Indexed: 03/28/2024] Open
Abstract
The impact of common environmental exposures in combinations with socioeconomic and lifestyle factors on cancer development, particularly for young adults, remains understudied. Here, we leveraged environmental and cancer incidence data collected in New York State at the county level to examine the association between 31 exposures and 10 common cancers (i.e., lung and bronchus, thyroid, colorectal, kidney and renal pelvis, melanoma, non-Hodgkin lymphoma, and leukemia for both sexes; corpus uteri and female breast cancer; prostate cancer), for three age groups (25-49, 50-69, and 70-84 year-olds). For each cancer, we stratified by age group and sex, and applied regression models to examine the associations with multiple exposures simultaneously. The models included 642,013 incident cancer cases during 2010-2018 and found risk factors consistent with previous reports (e.g., smoking and physical inactivity). Models also found positive associations between ambient air pollutants (ozone and PM2.5) and prostate cancer, female breast cancer, and melanoma of the skin across multiple population strata. Additionally, the models were able to better explain the variation in cancer incidence data among 25-49 year-olds than the two older age groups. These findings support the impact of common environmental exposures on cancer development, particularly for younger age groups.
Collapse
Affiliation(s)
- Haokun Yuan
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 514, New York, NY, 10032, USA
| | - Rebecca D Kehm
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 514, New York, NY, 10032, USA
| | - Josephine M Daaboul
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 514, New York, NY, 10032, USA
| | - Susan E Lloyd
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 514, New York, NY, 10032, USA
| | - Jasmine A McDonald
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 514, New York, NY, 10032, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA
| | - Lina Mu
- Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, The State University of New York at Buffalo, Buffalo, NY, USA
| | - Parisa Tehranifar
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 514, New York, NY, 10032, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA
| | - Kai Zhang
- Department of Environmental Health Sciences, School of Public Health, State University of New York at Albany, Rensselaer, NY, USA
| | - Mary Beth Terry
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 514, New York, NY, 10032, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA
| | - Wan Yang
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 514, New York, NY, 10032, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY, USA.
| |
Collapse
|
18
|
Hasan MZ, Semmens EO, DuBose KN, McCray LK, Noonan CW. Subclinical Measures of Cardiovascular Health Among Wildland Firefighters. J Occup Environ Med 2024; 66:e116-e121. [PMID: 38234129 PMCID: PMC11104274 DOI: 10.1097/jom.0000000000003041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
OBJECTIVE The aim of the study is to compare subclinical measures of cardiovascular health among wildland firefighters (WFFs) to the US general population. METHODS Our cross-sectional study compared body mass index, total cholesterol, and blood pressure in 11,051 WFFs aged 17 to 64 years using Department of the Interior Medical Screening Program clinical screening examinations between 2014-2018 to National Health and Nutrition Examination Survey of 2015-2016 cycle using adjusted logistic regression analyses. RESULTS The logistic regression model shows significantly higher odds of hypertension and prehypertension in WFFs (2.84 times more with 95% CI: 2.28-3.53) than US general population. There were no consistent differences in body mass index or total cholesterol between the two population. CONCLUSIONS Hypertension and prehypertension were more prevalent in WFFs compared with the US general population, which suggests the need for actions for protecting against cardiovascular disease among WFFs.
Collapse
Affiliation(s)
- Md. Zahid Hasan
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana
| | - Erin O. Semmens
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana
| | | | | | - Curtis W. Noonan
- Center for Population Health Research, School of Public and Community Health Sciences, University of Montana
| |
Collapse
|
19
|
Abstract
We review current knowledge on the trends and drivers of global wildfire activity, advances in the measurement of wildfire smoke exposure, and evidence on the health effects of this exposure. We describe methodological issues in estimating the causal effects of wildfire smoke exposures on health and quantify their importance, emphasizing the role of nonlinear and lagged effects. We conduct a systematic review and meta-analysis of the health effects of wildfire smoke exposure, finding positive impacts on all-cause mortality and respiratory hospitalizations but less consistent evidence on cardiovascular morbidity. We conclude by highlighting priority areas for future research, including leveraging recently developed spatially and temporally resolved wildfire-specific ambient air pollution data to improve estimates of the health effects of wildfire smoke exposure.
Collapse
Affiliation(s)
- Carlos F Gould
- Doerr School of Sustainability, Stanford University, Stanford, California, USA; ,
| | - Sam Heft-Neal
- Center on Food Security and the Environment, Stanford University, Stanford, California, USA;
| | - Mary Johnson
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; ,
| | - Juan Aguilera
- Center for Community Health Impact, The University of Texas Health Science Center at Houston School of Public Health, El Paso, Texas, USA;
| | - Marshall Burke
- Doerr School of Sustainability, Stanford University, Stanford, California, USA; ,
- Center on Food Security and the Environment, Stanford University, Stanford, California, USA;
- National Bureau of Economic Research, Boston, Massachusetts, USA
| | - Kari Nadeau
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; ,
| |
Collapse
|
20
|
Wilgus ML, Merchant M. Clearing the Air: Understanding the Impact of Wildfire Smoke on Asthma and COPD. Healthcare (Basel) 2024; 12:307. [PMID: 38338192 PMCID: PMC10855577 DOI: 10.3390/healthcare12030307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/19/2024] [Accepted: 01/20/2024] [Indexed: 02/12/2024] Open
Abstract
Wildfires are a global natural phenomenon. In North America, wildfires have not only become more frequent, but also more severe and longer in duration, a trend ascribed to climate change combined with large fuel stores left from modern fire suppression. The intensification of wildfire activity has significant implications for planetary health and public health, as exposure to fine particulate matter (PM2.5) in wildfire smoke is linked to adverse health effects. This review focuses on respiratory morbidity from wildfire smoke exposure. Inhalation of wildfire PM2.5 causes lung injury via oxidative stress, local and systemic inflammation, airway epithelium compromise, and increased vulnerability to infection. Wildfire PM2.5 exposure results in exacerbations of pre-existing asthma and chronic obstructive pulmonary disease, with an escalation in healthcare utilization, including emergency department visits and hospitalizations. Wildfire smoke exposure may be associated with asthma onset, long-term impairment of lung function, and increased all-cause mortality. Children, older adults, occupationally-exposed groups, and possibly women are the most at risk from wildfire smoke. Future research is needed to clarify best practices for risk mitigation and wildfire management.
Collapse
Affiliation(s)
- May-Lin Wilgus
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095-1405, USA;
| | | |
Collapse
|
21
|
Teixeira J, Bessa MJ, Delerue-Matos C, Sarmento B, Santos-Silva A, Rodrigues F, Oliveira M. Firefighters' personal exposure to gaseous PAHs during controlled forest fires: A case study with estimation of respiratory health risks and in vitro toxicity. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 908:168364. [PMID: 37963534 DOI: 10.1016/j.scitotenv.2023.168364] [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: 07/19/2023] [Revised: 10/02/2023] [Accepted: 11/04/2023] [Indexed: 11/16/2023]
Abstract
Firefighters are daily exposed to adverse health-hazardous pollutants. Polycyclic aromatic hydrocarbons (PAHs), well known endocrine disruptors with carcinogenic, mutagenic, and teratogenic properties, are among the most relevant pollutants. The characterization of firefighters' occupational exposure to airborne PAHs remains limited; information is scarce for European firefighters. Also, the in vitro assessment of firefighters' respiratory health risks is inexistent. To reply to these scientific gaps, this work characterizes the levels of gaseous PAH in firefighters' personal air during regular working activities at controlled forest fires and at fire stations (control group). Breathable levels were 2.2-26.7 times higher during fire events than in the control group (2.63-32.63 μg/m3versus 1.22 μg/m3, p < 0.001); the available occupational guidelines (100 and 200 μg/m3 defined by the US National Institute for Occupational Safety and Health and the North American Occupational Safety and Health Administration, respectively) were not exceeded. Concentrations of (possible/probable) carcinogenic PAHs were 1.9-15.3 times superior during firefighting (p < 0.001). Increased values of total benzo(a)pyrene equivalents (p = 0.101), dose rates (p < 0.001), and carcinogenic risks (p = 0.063) were estimated in firefighters during controlled fires comparatively with the control group. Firefighters' breathable gaseous phase collected during fire events contributed to induce a significant viability decrease (<70 %; p < 0.05) in A549 and Calu-3 cell lines. The principal component analysis (PCA) allowed the differentiation between firefighters participating in controlled fire events from the control group. PCA analysis demonstrated the potential of PAHs to distinguish different sources of firefighters´ occupational exposure and of combining estimated health risk parameters with in vitro toxicities determined with human-breathable air collected during real-life scenarios. Overall, the participation in controlled fire events contributes to the respiratory health burden of firefighting forces. However, more studies are needed to corroborate these preliminary findings, explore the respiratory toxicological mechanisms, and support the implementation of preventive actions and mitigation strategies to pursue firefighters' health.
Collapse
Affiliation(s)
- Joana Teixeira
- REQUIMTE/LAQV, Instituto Superior de Engenharia do Instituto Politécnico do Porto, Rua Dr. António Bernardino de Almeida, 431, 4249-015 Porto, Portugal; REQUIMTE/UCIBIO, Unidade de Ciências Biomoleculares Aplicadas, Departamento de Ciências Biológicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal
| | - Maria João Bessa
- UNIPRO - Unidade de Investigação em Patologia e Reabilitação Oral, Instituto Universitário de Ciências da Saúde (IUCS), CESPU, 4585-116 Gandra, Portugal
| | - Cristina Delerue-Matos
- REQUIMTE/LAQV, Instituto Superior de Engenharia do Instituto Politécnico do Porto, Rua Dr. António Bernardino de Almeida, 431, 4249-015 Porto, Portugal
| | - Bruno Sarmento
- UNIPRO - Unidade de Investigação em Patologia e Reabilitação Oral, Instituto Universitário de Ciências da Saúde (IUCS), CESPU, 4585-116 Gandra, Portugal; I3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal
| | - Alice Santos-Silva
- REQUIMTE/UCIBIO, Unidade de Ciências Biomoleculares Aplicadas, Departamento de Ciências Biológicas, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal; Laboratório Associado i4HB, Instituto para a Saúde e a Bioeconomia, Faculdade de Farmácia, Universidade do Porto, Porto, Portugal
| | - Francisca Rodrigues
- REQUIMTE/LAQV, Instituto Superior de Engenharia do Instituto Politécnico do Porto, Rua Dr. António Bernardino de Almeida, 431, 4249-015 Porto, Portugal
| | - Marta Oliveira
- REQUIMTE/LAQV, Instituto Superior de Engenharia do Instituto Politécnico do Porto, Rua Dr. António Bernardino de Almeida, 431, 4249-015 Porto, Portugal.
| |
Collapse
|
22
|
Klossner TM, Drescher MJ, Games KE. Attitudes and Beliefs of Wildland Firefighters Toward Occupational Health Services. J Occup Environ Med 2024; 66:e8-e16. [PMID: 37769440 DOI: 10.1097/jom.0000000000002986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/30/2023]
Abstract
CONTEXT Wildland firefighters (WLFFs) are at an increased risk of health conditions, injuries, and illnesses related to sustained levels of intense physical activity. The purpose of this study was to identify and explore the current attitudes and beliefs of WLFFs regarding health services. Methods: We used consensual qualitative research design for this study. Participants engaged in an online, semistructured interview. Results: We identified four domains: (1) risk mitigation strategies, (2) culture of fire services, (3) access to health care services, and 4) identification of health care gap. Conclusions: Access to occupational health services for WLFFs is readily available in the form of emergency medical care. However, a lack of regular access to physical medicine and the continuation of care beyond acute treatment was apparent.
Collapse
|
23
|
Bralewska K. Air pollution inside fire stations: State-of-the-art and future challenges. Int J Hyg Environ Health 2024; 255:114289. [PMID: 37976582 DOI: 10.1016/j.ijheh.2023.114289] [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: 09/07/2023] [Revised: 10/27/2023] [Accepted: 11/02/2023] [Indexed: 11/19/2023]
Abstract
Firefighters are frequently exposed to products of combustion and pyrolysis. Exposure to these substances occurs not only during fires but also at fire stations, particularly where fire equipment and fire uniforms are stored after firefighting operations. The aims of this study were to review the research on the concentrations of various air pollutants in fire stations, identify the limitations and strengths of such research, identify research gaps and related future challenges, and highlight potential solutions for reducing firefighter exposure to air pollution at fire stations. A total of 32 articles published in international journals during 1987-2023 were selected for analysis. The most frequently studied pollutants in fire stations were polycyclic aromatic hydrocarbons, particulate matter, and diesel particulate matter. Research was most often conducted on changing rooms and garages. Firefighting equipment, personal protective equipment, fire trucks, and combustion tools were identified as the main sources of pollution at fire stations. Recommendations aimed at reducing the concentration of pollutants in fire stations were mainly concerned with the systematic decontamination of equipment and the introduction of ventilation solutions that would remove exhaust fumes from garages. This in-depth literature review indicates a lack of comprehensive research on the state and quality of air at fire stations. It also highlights the emerging need for more knowledge on the concentrations of air pollutants in fire stations, health exposure related to these substances, and an analysis of the effectiveness of the proposed solutions.
Collapse
Affiliation(s)
- Karolina Bralewska
- Institute of Safety Engineering, Fire University (formerly Main School of Fire Service), 52/54 Slowackiego Street, Warsaw, 01-629, Poland.
| |
Collapse
|
24
|
Senthil P, Kuhan S, Potter AL, Jeffrey Yang CF. Update on Lung Cancer Screening Guideline. Thorac Surg Clin 2023; 33:323-331. [PMID: 37806735 DOI: 10.1016/j.thorsurg.2023.04.002] [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] [Indexed: 10/10/2023]
Abstract
Lung cancer screening has been shown to reduce lung cancer mortality and is recommended for individuals meeting age and smoking history criteria. Despite the expansion of lung cancer screening guidelines in 2021, racial/ethnic and sex disparities persist. High-risk racial minorities and women are more likely to be diagnosed with lung cancer at younger ages and have lower smoking histories when compared with White and male counterparts, resulting in higher rates of ineligibility for screening. Risk prediction models, biomarkers, and deep learning may help refine the selection of individuals who would benefit from screening.
Collapse
Affiliation(s)
- Priyanka Senthil
- Division of Thoracic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Sangkavi Kuhan
- Division of Thoracic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Alexandra L Potter
- Division of Thoracic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Chi-Fu Jeffrey Yang
- Division of Thoracic Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA.
| |
Collapse
|
25
|
Alahmad B, Khraishah H, Althalji K, Borchert W, Al-Mulla F, Koutrakis P. Connections Between Air Pollution, Climate Change, and Cardiovascular Health. Can J Cardiol 2023; 39:1182-1190. [PMID: 37030516 PMCID: PMC11097327 DOI: 10.1016/j.cjca.2023.03.025] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 03/12/2023] [Accepted: 03/27/2023] [Indexed: 04/08/2023] Open
Abstract
Globally, more people die from cardiovascular disease than any other cause. Climate change, through amplified environmental exposures, will promote and contribute to many noncommunicable diseases, including cardiovascular disease. Air pollution, too, is responsible for millions of deaths from cardiovascular disease each year. Although they may appear to be independent, interchangeable relationships and bidirectional cause-and-effect arrows between climate change and air pollution can eventually lead to poor cardiovascular health. In this topical review, we show that climate change and air pollution worsen each other, leading to several ecosystem-mediated effects. We highlight how increases in hot climates as a result of climate change have increased the risk of major air pollution events such as severe wildfires and dust storms. In addition, we show how altered atmospheric chemistry and changing patterns of weather conditions can promote the formation and accumulation of air pollutants: a phenomenon known as the climate penalty. We demonstrate these amplified environmental exposures and their associations to adverse cardiovascular health outcomes. The community of health professionals-and cardiologists, in particular-cannot afford to overlook the risks that climate change and air pollution bring to the public's health.
Collapse
Affiliation(s)
- Barrak Alahmad
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Environmental and Occupational Health Department, College of Public Health, Kuwait University, Kuwait City, Kuwait; Dasman Diabetes Institute (DDI), Kuwait City, Kuwait.
| | - Haitham Khraishah
- Division of Cardiovascular Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Khalid Althalji
- Jaber Alahmad Hospital, Ministry of Health, Kuwait City, Kuwait
| | - William Borchert
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Fahd Al-Mulla
- Dasman Diabetes Institute (DDI), Kuwait City, Kuwait
| | - Petros Koutrakis
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| |
Collapse
|
26
|
Christison KS, Sol JA, Gurney SC, Dumke CL. Wildland Firefighter Critical Training Elicits Positive Adaptations to Markers of Cardiovascular and Metabolic Health. Wilderness Environ Med 2023; 34:328-333. [PMID: 37258395 DOI: 10.1016/j.wem.2023.04.003] [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: 11/09/2022] [Revised: 03/03/2023] [Accepted: 04/10/2023] [Indexed: 06/02/2023]
Abstract
INTRODUCTION The purpose of this study was to identify physiologic changes in body composition and resting metabolic markers of health across 2 wk of critical training (CT) in wildland firefighters (WLFFs). METHODS Twenty-two male and 3 female participants were recruited from 2 hotshot crews across the western United States prior to the 2022 fire season and monitored over their 80-h CT. Body weight (BW) and skinfolds were recorded before and after CT to estimate body fat (BF) and lean body weight (LBW). Blood was analyzed for changes in hematocrit, hemoglobin, plasma volume, and resting values of a lipid and metabolic panel. RESULTS The high physical demands of CT resulted in improvements in total cholesterol (-19.3 mg/dL, P<0.001), triglycerides (-34.4 mg/dL, P<0.001), low-density lipoprotein cholesterol (-18.1 mg/dL, P<0.001), very-low-density lipoprotein cholesterol (-5.2 mg/dL, P<0.001), high-density lipoprotein cholesterol (+4.0 mg/dL, P=0.002), non-high-density lipoprotein cholesterol (-19.3 mg/dL, P<0.001), and fasting glucose (-4.3 mg/dL, P=0.008) from before CT to after CT. Significant decreases in hemoglobin and hematocrit were also seen (P<0.001) with corresponding increases in estimated plasma volume (+6.1%, P<0.001). These alterations were seen despite maintenance of BW, LBW, and BF. Lower pretraining BF was associated with a greater magnitude of improvements in fasting glucose and cholesterol markers. CONCLUSIONS The observed improvements in baseline metabolic and cardiovascular markers along with plasma volume expansion suggest a positive response to the physical stress of WLFF CT. It appears that higher preseason fitness was associated with greater adaptations to the CT stressor.
Collapse
Affiliation(s)
- Katherine S Christison
- School of Integrative Physiology and Athletic Training, University of Montana, Missoula, MT
| | - Joseph A Sol
- School of Integrative Physiology and Athletic Training, University of Montana, Missoula, MT; United States Department of Agriculture, Forest Service, National Technology and Development Program, Missoula, MT
| | - Shae C Gurney
- School of Integrative Physiology and Athletic Training, University of Montana, Missoula, MT
| | - Charles L Dumke
- School of Integrative Physiology and Athletic Training, University of Montana, Missoula, MT.
| |
Collapse
|
27
|
Koru-Sengul T, Pinheiro PS, Zhao W, Hernandez MN, Hernandez DR, Maggioni A, Kobetz EN, Caban-Martinez AJ, Lee DJ. Lung cancer survival among Florida male firefighters. Front Oncol 2023; 13:1155650. [PMID: 37664012 PMCID: PMC10473410 DOI: 10.3389/fonc.2023.1155650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 04/27/2023] [Indexed: 09/05/2023] Open
Abstract
Introduction Lung cancer is a leading cause of cancer incidence and death in the United States. Although most firefighters are fit and do not smoke, they are exposed to many known carcinogens during and in the aftermath of firefighting activities. Comprehensive epidemiologic investigations on lung cancer survival for both career and volunteer firefighters have not been undertaken. Methods Data from the Florida Cancer Data System (1981-2014) were linked with firefighter certification records from the Florida State Fire Marshal's Office to identify all patients of this occupational group; lung cancer cause-specific survival data were compared with other occupational groups using Cox regression models with occupation as the main effect. Adjusted hazard ratios (aHR) and 95% confidence intervals (95% CI) were calculated. Results Out of 210,541 male lung cancer cases diagnosed in Florida (1981-2014), 761 were firefighters (604 career, 157 volunteer). Lung cancer death was similar between volunteer (75.2%) and career firefighters (74.0%) but lower than non-firefighters (80.0%). Survival at 5 years was higher among firefighters (29.7%; career: 30.3%; volunteer: 27.4%) than non-firefighters (23.8%). In a multivariable model, compared with non-firefighters, firefighters have significantly higher cause-specific survival (aHR = 0.84; 95% CI: 0.77-0.91; p < 0.001). However, there were no significant survival differences between career and volunteer firefighters (1.14; 0.93-1.39; p = 0.213). In a separate multivariable model with firefighters as the comparator, other broad occupational groups had significantly lower cause-specific survival [white collar: 1.11 (1.02-1.21); blue collar: 1.15 (1.05-1.25); service: 1.13 (1.03-1.25); others/unknown: 1.21 (1.12-1.32); all p-values < 0.02]. Conclusion Lung cancer survival is significantly higher among firefighters compared with non-firefighters, but there is no significant difference between career and volunteer firefighters. Improved survival for firefighters might be due to a healthy worker effect, lower smoking prevalence relative to other worker groups, and possibly superior treatment adherence and compliance. Many firefighters are cross-trained as EMTs/paramedics and possess a level of medical knowledge that may favorably impact treatment engagement and better navigation of complex cancer care.
Collapse
Affiliation(s)
- Tulay Koru-Sengul
- Department of Public Health Sciences, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
- Sylvester Comprehensive Cancer Center, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| | - Paulo S. Pinheiro
- Department of Public Health Sciences, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
- Sylvester Comprehensive Cancer Center, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| | - Wei Zhao
- Sylvester Comprehensive Cancer Center, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| | - Monique N. Hernandez
- Florida Cancer Data System, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| | - Diana R. Hernandez
- Department of Public Health Sciences, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| | - Alessandra Maggioni
- Department of Public Health Sciences, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| | - Erin N. Kobetz
- Department of Public Health Sciences, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
- Sylvester Comprehensive Cancer Center, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
- Department of Medicine, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| | - Alberto J. Caban-Martinez
- Department of Public Health Sciences, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
- Sylvester Comprehensive Cancer Center, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
- Department of Physical Medicine and Rehabilitation, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| | - David J. Lee
- Department of Public Health Sciences, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
- Sylvester Comprehensive Cancer Center, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
- Florida Cancer Data System, University of Miami, Leonard M. Miller School of Medicine, Miami, FL, United States
| |
Collapse
|
28
|
Teixeira J, Sousa G, Morais S, Delerue-Matos C, Oliveira M. Assessment of coarse, fine, and ultrafine particulate matter at different microenvironments of fire stations. CHEMOSPHERE 2023:139005. [PMID: 37245598 DOI: 10.1016/j.chemosphere.2023.139005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 05/17/2023] [Accepted: 05/20/2023] [Indexed: 05/30/2023]
Abstract
The concentrations of respirable particulate matter (PM) and the impact on indoor air quality in occupational settings remains poorly characterized. This study assesses, for the first time, the cumulative and non-cumulative concentrations of 14 fractions of coarse (3.65-9.88 μm), fine (0.156-2.47 μm), and ultrafine (0.015-0.095 μm) PM inside the garage of heavy vehicles, firefighting personal protective equipment' storage room, bar, and a common area of seven Portuguese fire stations. Sampling campaigns were performed during a regular work week at the fire stations. Levels of daily total cumulative PM ranged from 277.4 to 413.2 μg/m3 (maximum values of 811.4 μg/m3), with the bar (370.1 μg/m3) and the PPE' storage room (361.3 μg/m3) presenting slightly increased levels (p > 0.05) than the common area (324.8 μg/m3) and the garage (339.4 μg/m3). The location of the sampling site, the proximity to local industries and commercial activities, the layout of the building, the heating system used, and indoor sources influenced the PM concentrations. Fine (193.8-301.0 μg/m3) and ultrafine (41.3-78.2 μg/m3) particles were predominant in the microenvironments of all fire stations and accounted for 71.5% and 17.8% of daily total cumulative levels, respectively; coarse particles (23.3-47.1 μg/m3) represented 10.7% of total PM. The permissible exposure limit (5.0 mg/m3) defined by the Occupational Safety and Health Organization for respirable dust was not overcome in the evaluated fire stations. Results suggest firefighters' regular exposure to fine and ultrafine PM inside fire stations which will contribute to cardiorespiratory health burden. Further studies are needed to characterize firefighters' exposure to fine and ultrafine PM inside fire stations, identify main emission sources, and evaluate the contribution of exposures at fire stations to firefighters' occupational health risks.
Collapse
Affiliation(s)
- Joana Teixeira
- REQUIMTE/LAQV, Instituto Superior de Engenharia Do Porto, Instituto Politécnico Do Porto, R. Dr. António Bernardino de Almeida 431, 4249-015, Porto, Portugal
| | - Gabriel Sousa
- REQUIMTE/LAQV, Instituto Superior de Engenharia Do Porto, Instituto Politécnico Do Porto, R. Dr. António Bernardino de Almeida 431, 4249-015, Porto, Portugal
| | - Simone Morais
- REQUIMTE/LAQV, Instituto Superior de Engenharia Do Porto, Instituto Politécnico Do Porto, R. Dr. António Bernardino de Almeida 431, 4249-015, Porto, Portugal
| | - Cristina Delerue-Matos
- REQUIMTE/LAQV, Instituto Superior de Engenharia Do Porto, Instituto Politécnico Do Porto, R. Dr. António Bernardino de Almeida 431, 4249-015, Porto, Portugal
| | - Marta Oliveira
- REQUIMTE/LAQV, Instituto Superior de Engenharia Do Porto, Instituto Politécnico Do Porto, R. Dr. António Bernardino de Almeida 431, 4249-015, Porto, Portugal.
| |
Collapse
|
29
|
Bessa MJ, Sarmento B, Oliveira M, Rodrigues F. In vitro data for fire pollutants: contribution of studies using human cell models towards firefighters' occupational. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART B, CRITICAL REVIEWS 2023; 26:238-255. [PMID: 36883725 DOI: 10.1080/10937404.2023.2187909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Firefighters are the principal line of defense against fires, being at elevated risk of exposure to health-relevant pollutants released during fires and burning processes. Although many biomonitoring studies exist, only a limited number of human in vitro investigations in fire risk assessment are currently available. In vitro studies stand out as valuable tools to assess the toxicity mechanisms involved following exposure to fire pollutants at a cellular level. The aim of the present review was to contextualize existing in vitro studies using human cell models exposed to chemicals emitted from fire emissions and wood smoke and discuss the implications of the observed toxic outcomes on adverse health effects detected in firefighters. Most of the reported in vitro investigations focused on monocultures respiratory models and exposure to particulate matter (PM) extracts collected from fire effluents. Overall, (1) a decrease in cellular viability, (2) enhanced oxidative stress, (3) increased pro-inflammatory cytokines levels and (4) elevated cell death frequencies were noted. However, limited information remains regarding the toxicity mechanisms initiated by firefighting activities. Hence, more studies employing advanced in vitro models and exposure systems using human cell lines are urgently needed taking into consideration different routes of exposure and health-related pollutants released from fires. Data are needed to establish and define firefighters' occupational exposure limits and to propose mitigation strategies to promote beneficial human health.
Collapse
Affiliation(s)
- Maria João Bessa
- UNIPRO - Unidade de Investigação em Patologia e Reabilitação Oral, Instituto Universitário de Ciências da Saúde (IUCS), CESPU, Gandra, Portugal
| | - Bruno Sarmento
- UNIPRO - Unidade de Investigação em Patologia e Reabilitação Oral, Instituto Universitário de Ciências da Saúde (IUCS), CESPU, Gandra, Portugal
- i3S - Institute for Research and Innovation in Health, University of Porto, Porto, Portugal
- INEB - Institute of Biomedical Engineering, University of Porto, Porto, Portugal
| | - Marta Oliveira
- REQUIMTE/LAQV, ISEP, Polytechnique of Porto, Porto, Portugal
| | | |
Collapse
|
30
|
Hwang J, Chong NS, Zhang M, Agnew RJ, Xu C, Li Z, Xu X. Face-to-face with scorching wildfire: potential toxicant exposure and the health risks of smoke for wildland firefighters at the wildland-urban interface. LANCET REGIONAL HEALTH. AMERICAS 2023; 21:100482. [PMID: 37008196 PMCID: PMC10060103 DOI: 10.1016/j.lana.2023.100482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 03/04/2023] [Accepted: 03/15/2023] [Indexed: 03/29/2023]
Abstract
As wildfire risks have elevated due to climate change, the health risks that toxicants from fire smoke pose to wildland firefighters have been exacerbated. Recently, the International Agency for Research on Cancer (IARC) has reclassified wildland firefighters' occupational exposure as carcinogenic to humans (Group 1). Wildfire smoke contributes to an increased risk of cancer and cardiovascular disease, yet wildland firefighters have inadequate respiratory protection. The economic cost of wildland fires has risen concurrently, as illustrated by the appropriation of $45 billion for wildfire management over FYs 2011-2020 by the U.S. Congress. Occupational epidemiological studies of wildland firefighters are crucial for minimizing health risks; however, they must account for the mixture of exposures in wildfire smoke. This review focuses on four aspects of wildland firefighters' health risks at the wildland-urban interface: 1) economic costs and health impact, 2) respiratory protection, 3) multipollutant mixtures, and 4) proactive management of wildfires.
Collapse
Affiliation(s)
- Jooyeon Hwang
- Department of Occupational and Environmental Health, Hudson College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
- Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, University of Texas Health Science Center, Houston, TX 77030, USA
| | - Ngee-Sing Chong
- Department of Chemistry, Middle Tennessee State University, Murfreesboro, TN 37132, USA
| | - Mengliang Zhang
- Department of Chemistry, Middle Tennessee State University, Murfreesboro, TN 37132, USA
| | - Robert J. Agnew
- Fire Protection & Safety Engineering Technology Program, College of Engineering, Architecture and Technology, Oklahoma State University, Stillwater, OK 74078, USA
| | - Chao Xu
- Department of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Zhuangjie Li
- Department of Chemistry and Biochemistry, California State University at Fullerton, Fullerton, CA 92831, USA
| | - Xin Xu
- Shanghai Anti-doping Laboratory, Shanghai University of Sport, Shanghai 200438, China
| |
Collapse
|
31
|
Barros B, Oliveira M, Morais S. Biomonitoring of firefighting forces: a review on biomarkers of exposure to health-relevant pollutants released from fires. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART B, CRITICAL REVIEWS 2023; 26:127-171. [PMID: 36748115 DOI: 10.1080/10937404.2023.2172119] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Occupational exposure as a firefighter has recently been classified as a carcinogen to humans by International Agency for Research on Cancer (IARC). Biomonitoring has been increasingly used to characterize exposure of firefighting forces to contaminants. However, available data are dispersed and information on the most relevant and promising biomarkers in this context of firefighting is missing. This review presents a comprehensive summary and critical appraisal of existing biomarkers of exposure including volatile organic compounds such as polycyclic aromatic hydrocarbons, several other persistent other organic pollutants as well as heavy metals and metalloids detected in biological fluids of firefighters attending different fire scenarios. Urine was the most characterized matrix, followed by blood. Firefighters exhaled breath and saliva were poorly evaluated. Overall, biological levels of compounds were predominantly increased in firefighters after participation in firefighting activities. Biomonitoring studies combining different biomarkers of exposure and of effect are currently limited but exploratory findings are of high interest. However, biomonitoring still has some unresolved major limitations since reference or recommended values are not yet established for most biomarkers. In addition, half-lives values for most of the biomarkers have thus far not been defined, which significantly hampers the design of studies. These limitations need to be tackled urgently to improve risk assessment and support implementation of better more effective preventive strategies.
Collapse
Affiliation(s)
- Bela Barros
- REQUIMTE-LAQV,Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, Porto, Portugal
| | - Marta Oliveira
- REQUIMTE-LAQV,Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, Porto, Portugal
| | - Simone Morais
- REQUIMTE-LAQV,Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, Porto, Portugal
| |
Collapse
|
32
|
Eden MJ, Matz J, Garg P, Gonzalez MP, McElderry K, Wang S, Gollner MJ, Oakes JM, Bellini C. Prolonged smoldering Douglas fir smoke inhalation augments respiratory resistances, stiffens the aorta, and curbs ejection fraction in hypercholesterolemic mice. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 861:160609. [PMID: 36470384 PMCID: PMC10699119 DOI: 10.1016/j.scitotenv.2022.160609] [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: 06/09/2022] [Revised: 11/24/2022] [Accepted: 11/26/2022] [Indexed: 06/17/2023]
Abstract
While mounting evidence suggests that wildland fire smoke (WFS) inhalation may increase the burden of cardiopulmonary disease, the occupational risk of repeated exposure during wildland firefighting remains unknown. To address this concern, we evaluated the cardiopulmonary function in mice following a cumulative exposure to lab-scale WFS equivalent to a mid-length wildland firefighter (WLFF) career. Dosimetry analysis indicated that 80 exposure hours at a particulate concentration of 22 mg/m3 yield in mice the same cumulative deposited mass per unit of lung surface area as 3600 h of wildland firefighting. To satisfy this condition, male Apoe-/- mice were whole-body exposed to either air or smoldering Douglas fir smoke (DFS) for 2 h/day, 5 days/week, over 8 consecutive weeks. Particulate size in DFS fell within the respirable range for both mice and humans, with a count median diameter of 110 ± 20 nm. Expiratory breath hold in mice exposed to DFS significantly reduced their minute volume (DFS: 27 ± 4; Air: 122 ± 8 mL/min). By the end of the exposure time frame, mice in the DFS group exhibited a thicker (DFS: 109 ± 3; Air: 98 ± 3 μm) and less distensible (DFS: 23 ± 1; Air: 28 ± 1 MPa-1) aorta with reduced diastolic blood augmentation capacity (DFS: 53 ± 2; Air: 63 ± 2 kPa). Cardiac magnetic resonance imaging further revealed larger end-systolic volume (DFS: 14.6 ± 1.1; Air: 9.9 ± 0.9 μL) and reduced ejection-fraction (DFS: 64.7 ± 1.0; Air: 75.3 ± 0.9 %) in mice exposed to DFS. Consistent with increased airway epithelium thickness (DFS: 10.4 ± 0.8; Air: 7.6 ± 0.3 μm), airway Newtonian resistance was larger following DFS exposure (DFS: 0.23 ± 0.03; Air: 0.20 ± 0.03 cmH2O-s/mL). Furthermore, parenchyma mean linear intercept (DFS: 36.3 ± 0.8; Air: 33.3 ± 0.8 μm) and tissue thickness (DFS: 10.1 ± 0.5; Air: 7.4 ± 0.7 μm) were larger in DFS mice. Collectively, mice exposed to DFS manifested early signs of cardiopulmonary dysfunction aligned with self-reported events in mid-career WLFFs.
Collapse
Affiliation(s)
- Matthew J Eden
- Department of Bioengineering, Northeastern University, MA, USA
| | - Jacqueline Matz
- Department of Bioengineering, Northeastern University, MA, USA
| | - Priya Garg
- Department of Mechanical Engineering, University of California, Berkeley, CA, USA
| | | | | | - Siyan Wang
- Department of Mechanical Engineering, University of California, Berkeley, CA, USA
| | - Michael J Gollner
- Department of Mechanical Engineering, University of California, Berkeley, CA, USA
| | - Jessica M Oakes
- Department of Bioengineering, Northeastern University, MA, USA
| | - Chiara Bellini
- Department of Bioengineering, Northeastern University, MA, USA.
| |
Collapse
|
33
|
Vancampfort D, De Soir E, Ramos-Sanchez CP, van Winkel R, Louw QA, McKeon G, Rosenbaum S, Seedat S. Autonomous Motivation for Exercise Is Key to an Active Lifestyle in Firefighters. Workplace Health Saf 2023; 71:238-244. [PMID: 36695171 DOI: 10.1177/21650799221147174] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND Physical inactivity is an important risk factor for chronic mental and physical health conditions in firefighters. It remains unclear why a substantial portion of firefighters do not meet the World Health Organization's physical activity (PA) recommendations. In this cross-sectional study, we explored associations between motivational reasons for being physically active and time spent exercising, walking, and in incidental PA in firefighters. A secondary aim was to investigate differences in motivational reasons between physically active versus physically inactive firefighters. METHODS Eighty-seven participants (43.1 ± 10.3 years; 87.6% male) who were recruited via a nonprofit peer support network of fire rescue personnel in Flanders, Belgium, completed the Behavioral Regulation in Exercise Questionnaire 2 (BREQ-2), Simple Physical Activity Questionnaire (SIMPAQ), and the Physical Activity Vital Sign (PAVS) via an online survey. FINDINGS Firefighters who identified the benefits of exercising and/or those who found pleasure or a personal challenge in it exercised more. Those who did not meet the guideline of 150 min of moderate-to-vigorous physical activity per week had much less intrinsic motivation. CONCLUSIONS/IMPLICATIONS FOR PRACTICE This study demonstrates that autonomous motives for PA (i.e., because it is perceived to be consistent with intrinsic goals or outcomes and emanates from the self) are important for an active lifestyle in firefighters. Occupational health professionals can foster autonomous motivation in firefighters by focusing on the benefits of exercise, making sure there are a wide range of exercise options available, and supporting initiatives of firefighters within the fire station.
Collapse
Affiliation(s)
- Davy Vancampfort
- Department of Rehabilitation Sciences, KU Leuven.,University Psychiatric Center, KU Leuven
| | - Erik De Soir
- Department of Scientific and Technological Research, Royal Higher Institute for Defence
| | | | - Ruud van Winkel
- Department of Neurosciences, Center for Clinical Psychiatry, KU Leuven
| | - Quinette Abegail Louw
- Physiotherapy Division, Department of Health and Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University
| | - Grace McKeon
- Discipline of Psychiatry and Mental Health, Faculty of Medicine, University of New South Wales
| | - Simon Rosenbaum
- Discipline of Psychiatry and Mental Health, Faculty of Medicine, University of New South Wales.,School of Health Sciences, University of New South Wales
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University
| |
Collapse
|
34
|
Pace A, Villamediana P, Rezamand P, Skibiel AL. Effects of wildfire smoke PM2.5 on indicators of inflammation, health, and metabolism of preweaned Holstein heifers. J Anim Sci 2023; 101:skad246. [PMID: 37465977 PMCID: PMC10449420 DOI: 10.1093/jas/skad246] [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: 05/13/2023] [Accepted: 07/15/2023] [Indexed: 07/20/2023] Open
Abstract
Wildfires are a growing concern as large, catastrophic fires are becoming more commonplace. Wildfire smoke consists of fine particulate matter (PM2.5), which can cause immune responses and disease in humans. However, the present knowledge of the effects of wildfire PM2.5 on dairy cattle is sparse. The present study aimed to elucidate the effects of wildfire-PM2.5 exposure on dairy calf health and performance. Preweaned Holstein heifers (N = 15) were assessed from birth through weaning, coinciding with the 2021 wildfire season. Respiratory rate, heart rate, rectal temperatures, and health scores were recorded and blood samples were collected weekly or twice a week for analysis of hematology, blood metabolites, and acute phase proteins. Hourly PM2.5 concentrations and meteorological data were obtained, and temperature-humidity index (THI) was calculated. Contribution of wildfires to PM2.5 fluxes were determined utilizing AirNowTech Navigator and HYSPLIT modeling. Mixed models were used for data analysis, with separate models for lags of up to 7 d, and fixed effects of daily average PM2.5, THI, and PM2.5 × THI, and calf as a random effect. THI ranged from 48 to 73, while PM2.5 reached concentrations up to 118.8 µg/m3 during active wildfires. PM2.5 and THI positively interacted to elevate respiratory rate, heart rate, rectal temperature, and eosinophils on lag day 0 (day of exposure; all P < 0.05). There was a negative interactive effect of PM2.5 and THI on lymphocytes after a 2-d lag (P = 0.03), and total white blood cells, neutrophils, hemoglobin, and hematocrit after a 3-d lag (all P < 0.02), whereas there was a positive interactive effect on cough scores and eye scores on lag day 3 (all P < 0.02). Glucose and NEFA were increased as a result of combined elevated PM2.5 and THI on lag day 1, whereas BHB was decreased (all P < 0.05). Contrarily, on lag day 3 and 6, there was a negative interactive effect of PM2.5 and THI on glucose and NEFA, but a positive interactive effect on BHB (all P < 0.03). Serum amyloid A was decreased whereas haptoglobin was increased with elevated PM2.5 and THI together on lag days 0 to 4 (all P < 0.05). These findings indicate that exposure to wildfire-derived PM2.5, along with increased THI during the summer months, elicits negative effects on preweaned calf health and performance both during and following exposure.
Collapse
Affiliation(s)
- Alexandra Pace
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID 83844, USA
| | - Patricia Villamediana
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID 83844, USA
| | - Pedram Rezamand
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID 83844, USA
| | - Amy L Skibiel
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID 83844, USA
| |
Collapse
|
35
|
Santoro L, Melinek J. Forensic implications of classification of accident-related deaths: A case report and review of the medical and legal literature. FORENSIC SCIENCE INTERNATIONAL: REPORTS 2023. [DOI: 10.1016/j.fsir.2023.100307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
|
36
|
Barkjohn KK, Holder AL, Frederick SG, Clements AL. Correction and Accuracy of PurpleAir PM 2.5 Measurements for Extreme Wildfire Smoke. SENSORS (BASEL, SWITZERLAND) 2022; 22:9669. [PMID: 36560038 PMCID: PMC9784900 DOI: 10.3390/s22249669] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/01/2022] [Accepted: 12/04/2022] [Indexed: 05/31/2023]
Abstract
PurpleAir particulate matter (PM) sensors are increasingly used in the United States and other countries for real-time air quality information, particularly during wildfire smoke episodes. Uncorrected PurpleAir data can be biased and may exhibit a nonlinear response at extreme smoke concentrations (>300 µg/m3). This bias and nonlinearity result in a disagreement with the traditional ambient monitoring network, leading to the public’s confusion during smoke episodes. These sensors must be evaluated during smoke-impacted times and then corrected for bias, to ensure that accurate data are reported. The nearby public PurpleAir sensor and monitor pairs were identified during the summer of 2020 and were used to supplement the data from collocated pairs to develop an extended U.S.-wide correction for high concentrations. We evaluated several correction schemes to identify an optimal correction, using the previously developed U.S.-wide correction, up to 300 µg/m3, transitioning to a quadradic fit above 400 µg/m3. The correction reduces the bias at each air quality index (AQI) breakpoint; most ambient collocations that were studied met the Environmental Protection Agency’s (EPA) performance targets (twelve of the thirteen ambient sensors met the EPA’s targets) and some smoke-impacted sites (5 out of 15 met the EPA’s performance targets in terms of the 1-h averages). This correction can also be used to improve the comparability of PurpleAir sensor data with regulatory-grade monitors when they are collectively analyzed or shown together on public information websites; the methods developed in this paper can also be used to correct future air-sensor types. The PurpleAir network is already filling in spatial and temporal gaps in the regulatory monitoring network and providing valuable air-quality information during smoke episodes.
Collapse
Affiliation(s)
- Karoline K Barkjohn
- US Environmental Protection Agency Office of Research and Development, Research Triangle Park, Durham, NC 27711, USA
| | - Amara L Holder
- US Environmental Protection Agency Office of Research and Development, Research Triangle Park, Durham, NC 27711, USA
| | - Samuel G Frederick
- Former ORAU Student Services Contractor, US Environmental Protection Agency Office of Research and Development, Research Triangle Park, Durham, NC 27711, USA
- Currently Department of Atmospheric Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Andrea L Clements
- US Environmental Protection Agency Office of Research and Development, Research Triangle Park, Durham, NC 27711, USA
| |
Collapse
|
37
|
Allison P, Tiesman HM, Wong IS, Bernzweig D, James L, James SM, Navarro KM, Patterson PD. Working hours, sleep, and fatigue in the public safety sector: A scoping review of the research. Am J Ind Med 2022; 65:878-897. [PMID: 35711032 PMCID: PMC9851314 DOI: 10.1002/ajim.23407] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 05/31/2022] [Accepted: 06/01/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND The public safety sector includes law enforcement officers (LEO), corrections officers (CO), firefighter service (FF), wildland firefighting (WFF), and emergency medical services (EMS), as defined in the National Occupational Research Agenda (NORA) of the National Institute for Occupational Safety and Health (NIOSH). Across these occupations, shiftwork, long-duration shifts, and excessive overtime are common. Our objective was to identify research gaps related to working hours, sleep, and fatigue among these workers. METHODS We used a scoping review study design that included searches of MEDLINE, Embase, CAB Abstracts, Global Health, PsychInfo, CINAHL, Scopus, Academic Search Complete, Agricultural and Environmental Science Collection, ProQuest Central, Cochrane Library, Safety Lit, Homeland Security Digital Library, and Sociological Abstracts using a range of occupational search terms and terms related to working hours, sleep, and fatigue. RESULTS Out of 3415 articles returned from our database search, 202 met all inclusion criteria. Six common outcomes related to working hours, sleep, and fatigue emerged: sleep, fatigue, work performance, injury, psychosocial stress, and chronic disease. Nearly two-thirds (59%, n = 120) of the studies were observational, of which 64% (n = 77) were cross sectional and 9% were (n = 11) longitudinal; 14% (n = 30) of the studies were reviews; and 19% (n = 39) were experimental or quasi-experimental studies. Only 25 of the 202 articles described mitigation strategies or interventions. FFs, LEOs, EMS, and WFFs were the most studied, followed by COs. CONCLUSIONS In general, more longitudinal and experimental studies are needed to enrich the knowledge base on the consequences of long working hours, poor sleep, and fatigue in the public safety sector. Few experimental studies have tested novel approaches to fatigue mitigation in diverse sectors of public safety. This gap in research limits the decisions that may be made by employers to address fatigue as a threat to public-safety worker health and safety.
Collapse
Affiliation(s)
- Penelope Allison
- Health Effects Laboratory Division, National Institute for Occupational Safety and Health, Morgantown, West Virginia, USA
| | - Hope M. Tiesman
- Division of Safety Research, National Institute for Occupational Safety and Health, Morgantown, West Virginia, USA
| | - Imelda S. Wong
- Division of Science Integration, National Institute for Occupational Safety and Health, Cincinnati, Ohio, USA
| | - David Bernzweig
- Ohio Association of Professional Fire Fighters, Columbus, Ohio, USA
| | - Lois James
- Sleep and Performance Research Center, Washington State University, Spokane, Washington, USA
| | - Stephen M. James
- Sleep and Performance Research Center, Washington State University, Spokane, Washington, USA
| | - Kathleen M. Navarro
- Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, Ohio, USA
| | - P. Daniel Patterson
- Department of Emergency Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
38
|
Orysiak J, Młynarczyk M, Piec R, Jakubiak A. Lifestyle and environmental factors may induce airway and systemic inflammation in firefighters. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:73741-73768. [PMID: 36094704 PMCID: PMC9465149 DOI: 10.1007/s11356-022-22479-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 08/07/2022] [Indexed: 06/15/2023]
Abstract
Health status depends on multiple genetic and non-genetic factors. Nonheritable factors (such as lifestyle and environmental factors) have stronger impact on immune responses than genetic factors. Firefighters work is associated with exposure to air pollution and heat stress, as well as: extreme physical effort, mental stress, or a changed circadian rhythm, among others. All these factors can contribute to both, short-term and long-term impairment of the physical and mental health of firefighters. Increased levels of some inflammatory markers, such as pro-inflammatory cytokines or C-reactive protein (CRP) have been observed in firefighters, which can lead to local, acute inflammation that promotes a systemic inflammatory response. It is worth emphasizing that inflammation is one of the main hallmarks of cancer and also plays a key role in the development of cardiovascular and respiratory diseases. This article presents possible causes of the development of an inflammatory reaction in firefighters, with particular emphasis on airway inflammation caused by smoke exposure.
Collapse
Affiliation(s)
- Joanna Orysiak
- Central Institute for Labour Protection - National Research Institute, Czerniakowska St. 16, 00-701, Warsaw, Poland.
| | - Magdalena Młynarczyk
- Central Institute for Labour Protection - National Research Institute, Czerniakowska St. 16, 00-701, Warsaw, Poland
| | - Robert Piec
- Institute of Internal Security, The Main School of Fire Service, Słowackiego St. 52/54, 01-629, Warsaw, Poland
| | - Agnieszka Jakubiak
- Department of Heart Failure and Cardiac Rehabilitation, Medical University of Warsaw, Żwirki and Wigury St. 61, 02-091, Warsaw, Poland
| |
Collapse
|
39
|
Carballo-Leyenda B, Villa-Vicente JG, Delogu GM, Rodríguez-Marroyo JA, Molina-Terrén DM. Perceptions of Heat Stress, Heat Strain and Mitigation Practices in Wildfire Suppression across Southern Europe and Latin America. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12288. [PMID: 36231589 PMCID: PMC9566145 DOI: 10.3390/ijerph191912288] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 09/20/2022] [Accepted: 09/23/2022] [Indexed: 06/16/2023]
Abstract
This study aimed to assess current perceptions of heat stress, heat strain, acclimatisation and recovery practices in wildland fire suppression. A total of 1459 wildfire and structural firefighters, all involved in wildland fire suppression, completed an 18-question survey. Most participants (81.3%) reported heat strain as one of the main risks faced during wildland firefighting. Thermal strain is considered an important risk for health and safety in wildland firefighting. The best-valued heat strain mitigation strategies were those traditionally recommended in wildland fire suppression: (i) an adequate work/rest ratio (79.0%), (ii) acclimatisation (71.6%), (iii) enhancing body ventilation by opening protective clothing or removing helmets or gloves (63.5%), and (iv) drinking water and food supplementation (52.1%). Despite these results, only 22% of the participants reported carrying out acclimatisation in the workplace. The vast majority of the respondents (87.4%) consider active cooling strategies (i.e., ice slurry ingestion, ice vests, etc.) impractical in combating heat strain during wildfire suppression. We identified a gap between knowledge about heat strain, its mitigation strategies and the level of actual implementation of these practices in the workplace. Our results highlight the need to improve heat strain management and implement operational directives for acclimatisation and active cooling interventions.
Collapse
Affiliation(s)
- Belén Carballo-Leyenda
- VALFIS Research Group, Department of Physical Education and Sports Sciences, Institute of Biomedicine (IBIOMED), University of León, 24071 León, Spain
| | - José Gerardo Villa-Vicente
- VALFIS Research Group, Department of Physical Education and Sports Sciences, Institute of Biomedicine (IBIOMED), University of León, 24071 León, Spain
| | - Giuseppe M. Delogu
- Department of Science for Nature and Environmental Resources (DipNeT), University of Sassari, Sardinia, 07100 Sassari, Italy
| | - Jose A. Rodríguez-Marroyo
- VALFIS Research Group, Department of Physical Education and Sports Sciences, Institute of Biomedicine (IBIOMED), University of León, 24071 León, Spain
| | - Domingo M. Molina-Terrén
- Department of Crops and Forest Sciences, School of Agrifood and Forestry Science and Engineering, University of Lleida, 25198 Lleida, Spain
| |
Collapse
|
40
|
Capozzi V, Raia L, Cretella V, De Vivo C, Cucciniello R. The Impact of Meteorological Conditions and Agricultural Waste Burning on PM Levels: A Case Study of Avellino (Southern Italy). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12246. [PMID: 36231548 PMCID: PMC9566629 DOI: 10.3390/ijerph191912246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 09/07/2022] [Accepted: 09/23/2022] [Indexed: 06/16/2023]
Abstract
In this work, the effect of the meteorological conditions and the agricultural waste burning on PM air pollution levels has been investigated in the city of Avellino, located in the Sabato Valley (southern Italy). Avellino has been described among the most polluted towns in Italy in terms of particulate matter (PM) during the last 10 years. The main aim of this study was to analyze the air quality data collected in Avellino and its surroundings during September 2021. In this period, the air quality in the Sabato Valley has been adversely affected by agricultural practices, which represent a significant source of PM. The impact of agricultural waste burning on PM levels in Avellino has been determined through an integrated monitoring network, consisting of two fixed urban reference stations and by several low-cost sensors distributed in the Sabato Valley. In the considered period, the two reference stations recorded several exceedances of the daily average PM10 legislative limit value (50 µg m-3) in addition to high concentrations of PM2.5. Moreover, we provide a detailed description of the event that took place on 25 September 2021, when the combined effect of massive agricultural practices and very stable atmospheric conditions produced a severe pollution episode. Results show PM exceedances in Avellino concurrent with high PM values in the areas bordering the city due to agricultural waste burning and adverse meteorological conditions, which inhibit PM dispersion in the atmosphere.
Collapse
Affiliation(s)
- Vincenzo Capozzi
- Department of Science and Technology, University of Naples “Parthenope”, Centro Direzionale di Napoli—Isola C4, 80143 Naples, Italy
| | - Letizia Raia
- Department of Chemistry and Biology “Adolfo Zambelli”, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Italy
| | - Viviana Cretella
- Department of Science and Technology, University of Naples “Parthenope”, Centro Direzionale di Napoli—Isola C4, 80143 Naples, Italy
| | - Carmela De Vivo
- Department of Science and Technology, University of Naples “Parthenope”, Centro Direzionale di Napoli—Isola C4, 80143 Naples, Italy
| | - Raffaele Cucciniello
- Department of Chemistry and Biology “Adolfo Zambelli”, University of Salerno, Via Giovanni Paolo II, 132, 84084 Fisciano, Italy
| |
Collapse
|
41
|
Ras J, Kengne AP, Smith DL, Soteriades ES, November RV, Leach L. Effects of Cardiovascular Disease Risk Factors, Musculoskeletal Health, and Physical Fitness on Occupational Performance in Firefighters-A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11946. [PMID: 36231242 PMCID: PMC9564707 DOI: 10.3390/ijerph191911946] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/16/2022] [Accepted: 09/18/2022] [Indexed: 06/16/2023]
Abstract
Background: Firefighting is a strenuous occupation, which necessitates that firefighters stay in good physical condition and maintain adequate cardiovascular and musculoskeletal fitness to perform their duties with minimal health and safety risks. The aim of this review is to determine the effects of cardiovascular disease risk factors, musculoskeletal health, and physical fitness on the occupational performance of firefighters. Methods: PubMed/Medline, SCOPUS, Web of Science, EBSCOHost, and ScienceDirect were searched without time-restriction. The appraisal tool for cross-sectional studies and the Critical Appraisal Skills Programme toolkit were used to conduct the methodological assessment. Data were analyzed using Review Manager 5.3, and MedCalc® statistical software. Results: Age had a moderate effect on occupational performance (Z = 5.15, p < 0.001), whereas gender had a large effect size on occupational performance (Z = 4.24, p < 0.001). A significant moderate negative correlation was found between cardiorespiratory fitness and occupational performance (R = -0.584, p < 0.001). Significant low negative correlations were found between upper body endurance (R = -0.344, p < 0.001), abdominal endurance (R = -0.308, p < 0.001), grip strength (R = -0.421, p < 0.001), upper body strength (R = -0.318, p < 0.001), and lower body strength (R = -0.216, p = 0.020) and occupational performance. Conclusions: Aged firefighters with poor body composition and lower levels of physical fitness performed worse on all occupational performance tasks.
Collapse
Affiliation(s)
- Jaron Ras
- Department of Sport, Recreation and Exercise Science, Faculty of Community and Health Sciences, University of the Western Cape, Cape Town 7535, South Africa
| | - Andre P. Kengne
- Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town 7505, South Africa
| | - Denise L. Smith
- Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, New York, NY 12866, USA
| | - Elpidoforos S. Soteriades
- Healthcare Management Program, School of Economics and Management, Open University of Cyprus, Nicosia 2220, Cyprus
| | - Rucia V. November
- Department of Sport, Recreation and Exercise Science, Faculty of Community and Health Sciences, University of the Western Cape, Cape Town 7535, South Africa
| | - Lloyd Leach
- Department of Sport, Recreation and Exercise Science, Faculty of Community and Health Sciences, University of the Western Cape, Cape Town 7535, South Africa
| |
Collapse
|
42
|
Yu P, Xu R, Li S, Yue X, Chen G, Ye T, Coêlho MSZS, Saldiva PHN, Sim MR, Abramson MJ, Guo Y. Exposure to wildfire-related PM2.5 and site-specific cancer mortality in Brazil from 2010 to 2016: A retrospective study. PLoS Med 2022; 19:e1004103. [PMID: 36121854 PMCID: PMC9529133 DOI: 10.1371/journal.pmed.1004103] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 10/03/2022] [Accepted: 08/25/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Long-term exposure to fine particles ≤2.5 μm in diameter (PM2.5) has been linked to cancer mortality. However, the effect of wildfire-related PM2.5 exposure on cancer mortality risk is unknown. This study evaluates the association between wildfire-related PM2.5 and site-specific cancer mortality in Brazil, from 2010 to 2016. METHODS AND FINDINGS Nationwide cancer death records were collected during 2010-2016 from the Brazilian Mortality Information System. Death records were linked with municipal-level wildfire- and non-wildfire-related PM2.5 concentrations, at a resolution of 2.0° latitude by 2.5° longitude. We applied a variant difference-in-differences approach with quasi-Poisson regression, adjusting for seasonal temperature and gross domestic product (GDP) per capita. Relative risks (RRs) and 95% confidence intervals (CIs) for the exposure for specific cancer sites were estimated. Attributable fractions and cancer deaths were also calculated. In total, 1,332,526 adult cancer deaths (age ≥ 20 years), from 5,565 Brazilian municipalities, covering 136 million adults were included. The mean annual wildfire-related PM2.5 concentration was 2.38 μg/m3, and the annual non-wildfire-related PM2.5 concentration was 8.20 μg/m3. The RR for mortality from all cancers was 1.02 (95% CI 1.01-1.03, p < 0.001) per 1-μg/m3 increase of wildfire-related PM2.5 concentration, which was higher than the RR per 1-μg/m3 increase of non-wildfire-related PM2.5 (1.01 [95% CI 1.00-1.01], p = 0.007, with p for difference = 0.003). Wildfire-related PM2.5 was associated with mortality from cancers of the nasopharynx (1.10 [95% CI 1.04-1.16], p = 0.002), esophagus (1.05 [95% CI 1.01-1.08], p = 0.012), stomach (1.03 [95% CI 1.01-1.06], p = 0.017), colon/rectum (1.08 [95% CI 1.05-1.11], p < 0.001), larynx (1.06 [95% CI 1.02-1.11], p = 0.003), skin (1.06 [95% CI 1.00-1.12], p = 0.003), breast (1.04 [95% CI 1.01-1.06], p = 0.007), prostate (1.03 [95% CI 1.01-1.06], p = 0.019), and testis (1.10 [95% CI 1.03-1.17], p = 0.002). For all cancers combined, the attributable deaths were 37 per 100,000 population and ranged from 18/100,000 in the Northeast Region of Brazil to 71/100,000 in the Central-West Region. Study limitations included a potential lack of assessment of the joint effects of gaseous pollutants, an inability to capture the migration of residents, and an inability to adjust for some potential confounders. CONCLUSIONS Exposure to wildfire-related PM2.5 can increase the risks of cancer mortality for many cancer sites, and the effect for wildfire-related PM2.5 was higher than for PM2.5 from non-wildfire sources.
Collapse
Affiliation(s)
- Pei Yu
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Rongbin Xu
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Shanshan Li
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Xu Yue
- Jiangsu Key Laboratory of Atmospheric Environment Monitoring and Pollution Control, Collaborative Innovation Center of Atmospheric Environment and Equipment Technology, School of Environmental Sciences and Engineering, Nanjing University of Information Science & Technology, Nanjing, China
| | - Gongbo Chen
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Guangdong Provincial Engineering Technology Research Center of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Tingting Ye
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Micheline S. Z. S. Coêlho
- Laboratory of Urban Health, Insper, São Paulo, Brazil
- Faculty of Medicine, University of São Paulo, São Paulo, Brazil
| | - Paulo H. N. Saldiva
- Laboratory of Urban Health, Insper, São Paulo, Brazil
- Faculty of Medicine, University of São Paulo, São Paulo, Brazil
| | - Malcolm R. Sim
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Michael J. Abramson
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Yuming Guo
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- * E-mail:
| |
Collapse
|
43
|
Evoy R, Hystad P, Bae H, Kincl L. The impact of wildfire smoke and temperature on traumatic worker injury claims, Oregon 2009-2018. Health Sci Rep 2022; 5:e820. [PMID: 36177399 PMCID: PMC9476546 DOI: 10.1002/hsr2.820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Revised: 08/11/2022] [Accepted: 08/16/2022] [Indexed: 11/07/2022] Open
Abstract
Background and Aims As average temperatures rise and wildfire events increase in the United States, outdoor workers may be at an increased risk of injury. Recent research suggests that heat exposure increases outdoor workers' risk of traumatic injuries, but co-exposures of heat and wildfire smoke have not been evaluated. Methods Oregon workers' compensation data from 2009 to 2018 were linked to satellite data by the date of injury to determine if acute heat (maximum Heat Index) and wildfire smoke (presence/absence) were associated with a traumatic injury. North American Industry Classification System (NAICS) codes were utilized to identify accepted, disabling injury claims from construction (NAICS 23) and agriculture, forestry, fishing, and hunting (NAICS 11). Claims from April to October were analyzed using negative binomial models to calculate incident rate ratios (IRR) by heat and wildfire exposure for All workers and specifically for Agricultural (Ag)/Construction workers. Results During the study period, 91,895 accepted, traumatic injury claims were analyzed. All workers had an injury IRR of 1.04 (95% confidence interval [CI]: 1.02-1.06) while Ag/Construction workers had an IRR of 1.11 (95% CI: 1.06-1.16) when wildfire smoke was present. When the maximum Heat Index was 75°F or greater, the IRR significantly increased as temperatures increased. When the maximum Heat Index was above 80-84°F, All workers had an IRR of 1.04 (95% CI: 1.01-1.06) while Ag/construction workers had an IRR of 1.14 (95% CI: 1.08-1.21) with risk increasing with increased temperatures. In joint models, heat remained associated with injury rates, but not wildfire smoke. No multiplicative interactions between exposures were observed. Conclusion Increasing temperature was associated with increased rates of traumatic injury claims in Oregon that were more pronounced in Ag/Construction workers. Future work should focus on further understanding these associations and effective injury prevention strategies.
Collapse
Affiliation(s)
- Richard Evoy
- Environmental and Occupational Health Program, College of Public Health and Human SciencesOregon State UniversityCorvallisOregonUSA
| | - Perry Hystad
- Environmental and Occupational Health Program, College of Public Health and Human SciencesOregon State UniversityCorvallisOregonUSA
| | - Harold Bae
- Biostatistics Program, College of Public Health and Human SciencesOregon State UniversityCorvallisOregonUSA
| | - Laurel Kincl
- Environmental and Occupational Health Program, College of Public Health and Human SciencesOregon State UniversityCorvallisOregonUSA
| |
Collapse
|
44
|
Navarro KM, Butler CR, Fent K, Toennis C, Sammons D, Ramirez-Cardenas A, Clark KA, Byrne DC, Graydon PS, Hale CR, Wilkinson AF, Smith DL, Alexander-Scott MC, Pinkerton LE, Eisenberg J, Domitrovich JW. The Wildland Firefighter Exposure and Health Effect (WFFEHE) Study: Rationale, Design, and Methods of a Repeated-Measures Study. Ann Work Expo Health 2022; 66:714-727. [PMID: 34919119 PMCID: PMC9203592 DOI: 10.1093/annweh/wxab117] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 11/18/2021] [Accepted: 12/06/2021] [Indexed: 01/04/2023] Open
Abstract
The wildland firefighter exposure and health effect (WFFEHE) study was a 2-year repeated-measures study to investigate occupational exposures and acute and subacute health effects among wildland firefighters. This manuscript describes the study rationale, design, methods, limitations, challenges, and lessons learned. The WFFEHE cohort included fire personnel ages 18-57 from six federal wildland firefighting crews in Colorado and Idaho during the 2018 and 2019 fire seasons. All wildland firefighters employed by the recruited crews were invited to participate in the study at preseason and postseason study intervals. In 2019, one of the crews also participated in a 3-day midseason study interval where workplace exposures and pre/postshift measurements were collected while at a wildland fire incident. Study components assessed cardiovascular health, pulmonary function and inflammation, kidney function, workplace exposures, and noise-induced hearing loss. Measurements included self-reported risk factors and symptoms collected through questionnaires; serum and urine biomarkers of exposure, effect, and inflammation; pulmonary function; platelet function and arterial stiffness; and audiometric testing. Throughout the study, 154 wildland firefighters participated in at least one study interval, while 144 participated in two or more study interval. This study was completed by the Centers for Disease Control and Prevention's National Institute for Occupational Safety and Health through a collaborative effort with the U.S. Department of Agriculture Forest Service, Department of the Interior National Park Service, and Skidmore College. Conducting research in the wildfire environment came with many challenges including collecting study data with study participants with changing work schedules and conducting study protocols safely and operating laboratory equipment in remote field locations. Forthcoming WFFEHE study results will contribute to the scientific evidence regarding occupational risk factors and exposures that can impact wildland firefighter health over a season and across two wildland fire seasons. This research is anticipated to lead to the development of preventive measures and policies aimed at reducing risk for wildland firefighters and aid in identifying future research needs for the wildland fire community.
Collapse
Affiliation(s)
- Kathleen M. Navarro
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Western States Division, Denver, CO, USA,Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA,Author to whom correspondence should be addressed. Tel: +1-303-236-5953;
| | - Corey R. Butler
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Western States Division, Denver, CO, USA,United States Department of the Interior, Denver, CO, USA
| | - Kenneth Fent
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA
| | - Christine Toennis
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Cincinnati, OH, USA
| | - Deborah Sammons
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Cincinnati, OH, USA
| | - Alejandra Ramirez-Cardenas
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Western States Division, Denver, CO, USA
| | - Kathleen A. Clark
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Respiratory Health Division, Morgantown, VA, USA
| | - David C. Byrne
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA
| | - Pamela S. Graydon
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA
| | - Christa R. Hale
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Western States Division, Denver, CO, USA
| | - Andrea F. Wilkinson
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA,First Responder Health and Safety Laboratory, Skidmore College, Saratoga Springs, NY, USA
| | - Denise L. Smith
- First Responder Health and Safety Laboratory, Skidmore College, Saratoga Springs, NY, USA
| | - Marissa C. Alexander-Scott
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Health Effects Laboratory Division, Cincinnati, OH, USA
| | - Lynne E. Pinkerton
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA,Maximus, Attain, Falls Church, VA, USA
| | - Judith Eisenberg
- Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, USA
| | - Joseph W. Domitrovich
- United States Forest Service, National Technology and Development Program, Missoula, MT, USA
| |
Collapse
|
45
|
Balasooriya NN, Bandara JS, Rohde N. Air pollution and health outcomes: Evidence from Black Saturday Bushfires in Australia. Soc Sci Med 2022; 306:115165. [PMID: 35767903 DOI: 10.1016/j.socscimed.2022.115165] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 04/30/2022] [Accepted: 06/19/2022] [Indexed: 11/30/2022]
Abstract
This paper presents new evidence of the causal effect of air pollution on Australian health outcomes, using the Black Saturday bushfires (BSB) in 2009 as a natural experiment. This event was one of the largest bushfires in Australian history and emitted approximately four million tonnes of CO2 into the atmosphere. We use data from the Household Income and Labour Dynamic Australia (HILDA) panel and compare the health status of individuals who were living in affected and unaffected regions before and after the event. Using a triple differences procedure, we further examine whether a difference in vulnerability to bushfire smoke exists comparing people living in urban or regional areas. We find that ambient air pollution had significant negative effects on health and that the magnitudes were actually larger for individuals residing in urban areas.
Collapse
Affiliation(s)
- Namal N Balasooriya
- Department of Accounting, Finance and Economics, Griffith University, Brisbane, Australia; Centre for Health Services Research, Faculty of Medicine, The University of Queensland; Department of Social Statistics, University of Kelaniya, Kelaniya, Sri Lanka.
| | - Jayatilleke S Bandara
- Department of Accounting, Finance and Economics, Griffith University, Brisbane, Australia.
| | - Nicholas Rohde
- Department of Accounting, Finance and Economics, Griffith University, Gold Coast, Australia.
| |
Collapse
|
46
|
Kim A, Wang S, McCunn L, Bramono NT. Occupant trust in indoor air quality in a large office building after an emergent wildfire. JOURNAL OF FACILITIES MANAGEMENT 2022. [DOI: 10.1108/jfm-11-2021-0149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
This paper aims to establish a reliable scale measuring occupants’ levels of environmental trust in their work settings’ indoor air quality and explore the relationship between occupants’ levels of environmental trust and their perceived control over the air quality in their workspace.
Design/methodology/approach
The authors conducted occupant surveys concerning indoor air quality in an office building, and collected corresponding indoor air quality measurements. Descriptive statistics and correlation analysis results are reported to reveal occupants’ levels of environmental trust and perceived control.
Findings
Results reveal that psychological perceptions of indoor air quality can be quite neutral, even shortly after an extreme wildfire event resulting in very poor air quality in an urban area. Occupants’ sense of trust that their office building could protect them from harmful air outside, and their belief that the building could protect them from seasonal smoky conditions, each correlated positively with employees’ sense of control over the indoor air quality in their personal workspace.
Originality/value
This case study adds to an interdisciplinary understanding for facility managers and organizational leaders concerning a way to measure occupants’ sense of control over the indoor air quality in their building, as well as their environmental trust in terms of how protected they feel from harmful air quality conditions.
Collapse
|
47
|
Rajnoveanu AG, Rajnoveanu RM, Motoc NS, Postolache P, Gusetu G, Man MA. COPD in Firefighters: A Specific Event-Related Condition Rather than a Common Occupational Respiratory Disorder. Medicina (B Aires) 2022; 58:medicina58020239. [PMID: 35208563 PMCID: PMC8878660 DOI: 10.3390/medicina58020239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 01/23/2022] [Accepted: 02/03/2022] [Indexed: 12/02/2022] Open
Abstract
Chronic obstructive pulmonary disease (COPD) is a leading cause of morbidity and mortality worldwide. Smoking remains the most important risk factor, but occupational exposures may play an essential role as well. Firefighters are among occupations regularly exposed to a variety of irritative inhalational products, and they may be expected to develop respiratory health problems because of such an occupational exposure. To better understand and characterize this relationship, we performed an extensive search of the scientific literature, and we identified two major research areas: firefighters exposed to wildland fire smoke and firefighters involved in the World Trade Centre disaster-related operations. Most of the studies did not report a significant increase in COPD diagnosis in firefighters. An accelerated rate of decline in lung function was seen, a short time after major exposure events. This is the reason for an increased rate of exacerbations observed in individuals already diagnosed with obstructive respiratory disorders. A limited number of studies not covering these specific circumstances of exposure were found. They reported long-term morbidity and mortality data, and the results are controversial. Major confounding factors for most of the studies were the “healthy worker effect” and the lack of useful data regarding smoking habits. Efforts should be made in the future to better characterize specific biomarkers for the progression of COPD; to establish exposure limits; and to implement preventive strategies like rotation of workers, smoking cessation programs, and long-term monitoring programs for respiratory disorders.
Collapse
Affiliation(s)
- Armand-Gabriel Rajnoveanu
- Occupational Medicine Department, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania;
| | - Ruxandra-Mioara Rajnoveanu
- Palliative Medicine Department, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania
- Correspondence: ; Tel.: +40-742-029662
| | - Nicoleta Stefania Motoc
- Pneumology Department, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (N.S.M.); (M.A.M.)
| | - Paraschiva Postolache
- Medical Department, Gr T Popa University of Medicine and Pharmacy, 700115 Iasi, Romania;
| | - Gabriel Gusetu
- Cardiology Department, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania;
| | - Milena Adina Man
- Pneumology Department, Iuliu Hatieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania; (N.S.M.); (M.A.M.)
| |
Collapse
|
48
|
Pelletier C, Ross C, Bailey K, Fyfe TM, Cornish K, Koopmans E. Health research priorities for wildland firefighters: a modified Delphi study with stakeholder interviews. BMJ Open 2022; 12:e051227. [PMID: 35115350 PMCID: PMC8814744 DOI: 10.1136/bmjopen-2021-051227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVES The increase in global wildland fire activity has accelerated the urgency to understand health risks associated with wildland fire suppression. The aim of this project was to identify occupational health research priorities for wildland firefighters and related personnel. DESIGN In order to identify, rank and rate health research priorities, we followed a modified Delphi approach. Data collection involved a two-stage online survey followed by semi-structured interviews. SETTING British Columbia, Canada. PARTICIPANTS Participants included any current or past wildland firefighter or individuals engaged in related roles. There were 132 respondents to the first survey. Responses to the first survey were analysed to produce 10 research topics which were ranked by 75 participants in the second survey (response rate: 84%). PRIMARY AND SECONDARY OUTCOME MEASURES The primary outcome was the identification, ranking and level of agreement of research priorities through a two-round online survey. We contextualised these findings through deductive and inductive qualitative content analysis of semi-structured interviews. RESULTS The most important research priorities identified were (% consensus): effects of smoke inhalation on respiratory health (89%), fatigue and sleep (80%), mental health (78%), stress (76%) and long-term risk of disease (67%). Interviews were completed with 14 individuals. Two main themes were developed from an inductive content analysis of interview transcripts: (1) understanding the dynamic risk environment; and (2) organisational fit of mitigation strategies. CONCLUSIONS Participants expressed a general concern with the unknown mental and physical health impacts of their jobs, including the long-term risk of morbidity and mortality. Future research must address knowledge gaps in our understanding of the health impacts of wildland fire and work to develop appropriate mitigation strategies while considering the needs of workers and unpredictable workplace environment. TRIAL REGISTRATION NUMBER Open Science Framework, https://osf.io/ugz4s/.
Collapse
Affiliation(s)
- Chelsea Pelletier
- School of Health Sciences, University of Northern British Columbia, Prince George, British Columbia, Canada
| | - Christopher Ross
- School of Health Sciences, University of Northern British Columbia, Prince George, British Columbia, Canada
| | - Katherine Bailey
- School of Health Sciences, University of Northern British Columbia, Prince George, British Columbia, Canada
| | - Trina M Fyfe
- Northern Medical Program, University of Northern British Columbia, Prince George, British Columbia, Canada
| | - Katie Cornish
- Health Research Institute, University of Northern British Columbia, Prince George, British Columbia, Canada
| | - Erica Koopmans
- Health Research Institute, University of Northern British Columbia, Prince George, British Columbia, Canada
| |
Collapse
|
49
|
Muensterman DJ, Titaley IA, Peaslee GF, Minc LD, Cahuas L, Rodowa AE, Horiuchi Y, Yamane S, Fouquet TNJ, Kissel JC, Carignan CC, Field JA. Disposition of Fluorine on New Firefighter Turnout Gear. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:974-983. [PMID: 34961317 DOI: 10.1021/acs.est.1c06322] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Firefighter turnout gear is essential for reducing occupational exposure to hazardous chemicals during training and fire events. Per-and polyfluoroalkyl substances (PFASs) are observed in firefighter serum, and possible occupational sources include the air and dust of fires, aqueous film-forming foam, and turnout gear. Limited data exist for nonvolatile and volatile PFASs on firefighter turnout gear and the disposition of fluorine on the individual layers of turnout gear. Further implications for exposure to fluorine on turnout gear are not well understood. Three unused turnout garments purchased in 2019 and one purchased in 2008, were analyzed for 50 nonvolatile and 15 volatile PFASs by liquid chromatography quadrupole time-of-flight mass spectrometry (LC-qTOF-MS) and gas chromatography-mass spectrometry (GC-MS), respectively. Particle-induced gamma ray emission (PIGE), a surface technique, and instrumental neutron activation analysis (INAA), a bulk technique, were used to measure total fluorine. Bulk characterization of the layers by pyrolysis-GC/MS (py-GC/MS) was used to differentiate fluoropolymer (e.g., PTFE) films from textile layers finished with side-chain polymers. The outer layer, moisture barrier, and thermal layers of the turnout gear all yielded measured concentrations of volatile PFASs that exceeded nonvolatile PFAS concentrations, but the summed molar concentrations made up only a small fraction of total fluorine (0.0016-6.7%). Moisture barrier layers comprised a PTFE film, as determined by py-GC-MS, and gave the highest individual nonvolatile (0.159 mg F/kg) and volatile PFAS (20.7 mg F/kg) as well as total fluorine (122,000 mg F/kg) concentrations. Outer and thermal layers comprised aromatic polyamide-based fibers (aramid) treated with side-chain fluoropolymers and had lower levels of individual nonvolatile and volatile PFASs. Equal concentrations of total fluorine by both PIGE and INAA on the outer and thermal layers is consistent with treatment with a side-chain fluoropolymer coating. New turnout gear should be examined as a potential source of firefighter occupational exposure to nonvolatile and volatile PFASs in future assessments.
Collapse
Affiliation(s)
- Derek J Muensterman
- Department of Chemistry, Oregon State University, Corvallis, Oregon 97331, United States
| | - Ivan A Titaley
- Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon 97331, United States
| | - Graham F Peaslee
- Department of Physics, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Leah D Minc
- Radiation Center, Oregon State University, Corvallis, Oregon 97311, United States
| | - Liliana Cahuas
- Department of Chemistry, Oregon State University, Corvallis, Oregon 97331, United States
| | - Alix E Rodowa
- Hollings Marine Laboratory, National Institute of Standards and Technology, Charleston, South Carolina 29412, United States
| | - Yuki Horiuchi
- Research Institute for Sustainable Chemistry, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki 305-8565, Japan
| | - Shogo Yamane
- Research Institute for Sustainable Chemistry, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki 305-8565, Japan
| | - Thierry N J Fouquet
- Research Institute for Sustainable Chemistry, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki 305-8565, Japan
| | - John C Kissel
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, Washington 98105, United States
| | - Courtney C Carignan
- Department of Food Science and Human Nutrition, Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan 48824, United States
| | - Jennifer A Field
- Department of Environmental and Molecular Toxicology, Oregon State University, Corvallis, Oregon 97331, United States
| |
Collapse
|
50
|
Koopmans E, Cornish K, Fyfe TM, Bailey K, Pelletier CA. Health risks and mitigation strategies from occupational exposure to wildland fire: a scoping review. J Occup Med Toxicol 2022; 17:2. [PMID: 34983565 PMCID: PMC8725416 DOI: 10.1186/s12995-021-00328-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 08/24/2021] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVES Due to accelerating wildland fire activity, there is mounting urgency to understand, prevent, and mitigate the occupational health impacts associated with wildland fire suppression. The objectives of this review of academic and grey literature were to: 1. Identify the impact of occupational exposure to wildland fires on physical, mental, and emotional health; and 2. Examine the characteristics and effectiveness of prevention, mitigation, or management strategies studied to reduce negative health outcomes associated with occupational exposure to wildland fire. METHODS Following established scoping review methods, academic literature as well as government and industry reports were identified by searching seven academic databases and through a targeted grey literature search. 4679 articles were screened using pre-determined eligibility criteria. Data on study characteristics, health outcomes assessed, prevention or mitigation strategies studied, and main findings were extracted from each included document. The results of this scoping review are presented using descriptive tables and a narrative summary to organize key findings. RESULTS The final sample was comprised of 100 articles: 76 research articles and 24 grey literature reports. Grey literature focused on acute injuries and fatalities. Health outcomes reported in academic studies focused on respiratory health (n = 14), mental health (n = 16), and inflammation and oxidative stress (n = 12). The identified studies evaluated short-term outcomes measuring changes across a single shift or wildland fire season. Most research was conducted with wildland firefighters and excluded personnel such as aviation crews, contract crews, and incident management teams. Five articles reported direct study of mitigation strategies, focusing on the potential usage of masks, advanced hygiene protocols to reduce exposure, fluid intake to manage hydration and core temperature, and glutamine supplementation to reduce fatigue. CONCLUSIONS While broad in scope, the evidence base linking wildland fire exposure to any one health outcome is limited. The lack of long-term evidence on changes in health status or morbidity is a clear evidence gap and there is a need to prioritize research on the mental and physical health impact of occupational exposure to wildland fire.
Collapse
Affiliation(s)
- Erica Koopmans
- Health Research Institute, University of Northern British Columbia, 3333 University Way, Prince George, BC, V2N 4Z9, Canada
| | - Katie Cornish
- Health Research Institute, University of Northern British Columbia, 3333 University Way, Prince George, BC, V2N 4Z9, Canada
| | - Trina M Fyfe
- Northern Medical Program, University of Northern British Columbia, 3333 University Way, Prince George, BC, V2N 4Z9, Canada
| | - Katherine Bailey
- School of Health Sciences, University of Northern British Columbia, 3333 University Way, Prince George, BC, V2N 4Z9, Canada
| | - Chelsea A Pelletier
- School of Health Sciences, University of Northern British Columbia, 3333 University Way, Prince George, BC, V2N 4Z9, Canada.
| |
Collapse
|