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Rotander A, Ramos MJG, Mueller JF, Toms LM, Hyötyläinen T. Metabolic changes associated with PFAS exposure in firefighters: A pilot study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 953:176004. [PMID: 39260512 DOI: 10.1016/j.scitotenv.2024.176004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 08/22/2024] [Accepted: 09/01/2024] [Indexed: 09/13/2024]
Abstract
This pilot study investigated the association between occupational exposure to per- and polyfluoroalkyl substances (PFASs) and metabolic profiles among two groups of aviation firefighters (n = 37), with an average of 6 and 31 years of working experience (here referred as junior and senior firefighters) at airports across Australia, with samples collected in 2013. PFAS levels in serum were determined in a previous study to be >17 times higher in the senior firefighter group, reflecting the difference in their occupational exposure to fluorosurfactants among the groups. The aim was to examine metabolic patterns across a broad range of PFAS exposure by comparing metabolic differences and their associations with PFAS levels. In this cross-sectional study, the length of firefighting experience and PFAS levels in serum were both further associated with changes in several classes of metabolites, including free fatty acids, bile acids, amino acids, lipids and metabolites related to gut microbial metabolism. The metabolites associated with the length of firefighting experience showed similarities with the metabolites associated with PFAS levels. A non-monotonic response to PFAS concentrations, particularly in saturated fatty acids, was also observed. In the junior firefighter group, the PFAS concentrations were positively associated with saturated fatty acids, i.e., the saturated fatty acid levels increased with increased PFAS levels. In the senior firefighter group, the trend was opposite, with saturated fatty acids decreasing with increasing levels of PFAS. Accounting for potential confounding factors such as BMI and age could not explain the results. While the study population was small, our results plausibly indicate that PFAS exposure can lead to a metabolic compensation strategy that is disrupted at high, long-term exposures. Our study also suggests that serum metabolites serve as better effect-based markers of the impact of exposure than the traditional clinical measurements alone, such as total triglycerides or total cholesterol.
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Affiliation(s)
- Anna Rotander
- MTM Research Centre, Örebro university, Fakultetsgatan 1, 702 81 Örebro, Sweden
| | - Maria Jose Gomez Ramos
- European Union Reference Laboratory for Pesticide Residues in Fruit & Vegetables, University of Almeria, Agrifood Campus of International Excellence (ceiA3), Ctra. Sacramento s/n La Cañada de San Urbano, 04120 Almería, Spain
| | - Jochen F Mueller
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, 4102, QLD, Australia
| | - Leisa-Maree Toms
- School of Public Health and Social Work, Faculty of Health, Queensland University of Technology, Musk Avenue, Kelvin Grove, 4059, QLD, Australia
| | - Tuulia Hyötyläinen
- MTM Research Centre, Örebro university, Fakultetsgatan 1, 702 81 Örebro, Sweden.
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Moselakgomo TJ, Muluvhu TC, Phaswana M, Shaw I, Shaw BS. Cardiorespiratory Fitness Is Not Associated with Cardiovascular Disease Risk in Firefighters: A Cross-Sectional Study in South African Firefighters. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:1239. [PMID: 39338122 PMCID: PMC11431440 DOI: 10.3390/ijerph21091239] [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: 07/21/2024] [Revised: 09/13/2024] [Accepted: 09/13/2024] [Indexed: 09/30/2024]
Abstract
Cardiovascular disease (CVD) risk factors are frequently reported among firefighters, yet no studies have compared these factors between male and female firefighters, specifically from a low- to middle-income country (LMIC). This study aimed to determine the prevalence of CVD risk factors and their relationship with cardiorespiratory fitness (VO2max) in 254 active career firefighters (mean age: 42.6 ± 7.8 years). The assessments included anthropometry, blood pressure, blood glucose, cholesterol, triglycerides, and VO2max. The results indicated that 48.0% and 51.8% of females and males were pre-hypertensive, respectively. Hypertension was identified in 15.8% of the firefighters. According to body mass index (BMI), 37.3% of males and 25% of females were found to be overweight, while an additional 44.9% of males and 45.7% of females were classified as obese. Only 17.3% of males and 18.2% of females were found to be of normal weight. These findings were corroborated by categories of central obesity using waist circumference (WC), which were 47.7% for males and 41.6% for females. Low HDL-C was found in 95.2% of males and 86.4% of females, with 28.3% of males also having elevated triglyceride levels (TG). VO2max was "excellent" in 48.8% of males and 12.6% of females, though it had no significant association with most CVD risk factors. The only notable link was a small correlation between VO2max and triglycerides (r = -0.215; p = 0.001). These findings suggest that while cardiorespiratory fitness may have no impact, additional factors likely contribute to the cardiovascular health of firefighters, necessitating the need for comprehensive health and fitness programmes.
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Affiliation(s)
- Tebogo Jenniffer Moselakgomo
- Department of Sport, Rehabilitation and Dental Sciences, Tshwane University of Technology, Pretoria 0001, South Africa; (T.J.M.); (T.C.M.)
| | - Takalani Clearance Muluvhu
- Department of Sport, Rehabilitation and Dental Sciences, Tshwane University of Technology, Pretoria 0001, South Africa; (T.J.M.); (T.C.M.)
| | - Merling Phaswana
- Department of Exercise Science and Sports Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2193, South Africa;
| | - Ina Shaw
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester CO4 3SQ, UK
| | - Brandon S. Shaw
- School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester CO4 3SQ, UK
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Ras J, Kengne AP, Smith DL, Soteriades ES, Leach L. Association between Cardiovascular Disease Risk Factors and Cardiorespiratory Fitness in Firefighters: A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2816. [PMID: 36833514 PMCID: PMC9957465 DOI: 10.3390/ijerph20042816] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 01/26/2023] [Accepted: 02/02/2023] [Indexed: 06/12/2023]
Abstract
Approximately 45% of on-duty related mortalities were due to sudden cardiac death, with many of these fatalities related to cardiovascular disease and overexertion, while performing emergency duties. Therefore, the aim of this systematic review was to determine the association between cardiovascular disease risk factors and cardiorespiratory fitness in firefighters. A literature search of PubMed, SCOPUS, Web of Science, Embase, EBSCOHost, and ScienceDirect was conducted; the Rayyan® intelligent systematic review tool was used to screen and select studies for inclusion. The appraisal tool for cross-sectional studies and the Critical Appraisal Skills Programme toolkit were used for methodological assessment of included studies. Data were analyzed using the Review Manager 5.3 and MedCalc® statistical softwares to determine the effects of obesity (Z = 10.29, p < 0.001) and aging (Z = 4.72, p < 0.001) on cardiorespiratory fitness. Furthermore, there was a significant effect for cardiorespiratory fitness level on systolic blood pressure (Z = 5.94, p < 0.001), diastolic blood pressure (Z = 2.45, p < 0.001), total cholesterol levels (Z = 3.80, p < 0.001), low-density lipoprotein cholesterol (Z = 4.44, p < 0.001), triglycerides (Z = 3.76, p < 0.001) and blood glucose concentration (Z = 4.78, p < 0.001). Cardiovascular disease risk factors and cardiorespiratory fitness were significantly and inversely associated in firefighters. Fire service departments should adopt behavioral intervention strategies to maintain optimum cardiovascular disease risk factor profiles and cardiorespiratory fitness among firefighters to ensure their occupational well-being.
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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, NY 12866, USA
| | - Elpidoforos S. Soteriades
- Healthcare Management Program, School of Economics and Management, Open University of Cyprus, Nicosia 2220, Cyprus
- Department of Environmental Health, Environmental and Occupational Medicine and Epidemiology (EOME), Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - 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
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Ras J, Leach L. Firefighters' Health Knowledge, Cardiovascular Disease Risk Factors, and Sociodemographic Characteristics as Predictors of Firefighters Attitudes Toward Health. J Occup Environ Med 2022; 64:e705-e713. [PMID: 35973044 DOI: 10.1097/jom.0000000000002679] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The aim of the study is to determine the predictors of firefighters' attitudes toward health based on firefighters' knowledge cardiovascular disease (CVD) risk factors and sociodemographic characteristics. METHODS The study used a web-based cross-sectional, descriptive, and correlational research design. Convenience sampling was used to recruit 110 firefighters, males, and females, aged 18 to 65 years. RESULTS Firefighters' health knowledge, age group 30 to 39 years, and having CVD risk factors present were significant predictors of firefighters' attitudes toward regular aerobic exercise ( P < 0.05). Firefighters' health knowledge was a significant predictor of firefighters liking exercise to look physically fit, and health knowledge and the age group 20 to 29 and 30 to 39 years were significant predictors of firefighters liking exercise to be fit for firefighting ( P < 0.05). CONCLUSIONS Health knowledge, age group, years of experience, and having CVD risk factors present were significant predictors of firefighters' attitudes toward health.
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Affiliation(s)
- Jaron Ras
- From the Department of Sport, Recreation and Exercise Science, University of the Western Cape, Cape Town, South Africa
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Firefighter Well-Being Defined and Operationalized at the Organizational and Worker Level: A Qualitative Study. J Occup Environ Med 2022; 64:e736-e743. [PMID: 35993618 DOI: 10.1097/jom.0000000000002685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE The aim of the study is to define and explore organizational- and worker-level factors of firefighter well-being. METHODS Qualitative data were collected using interviews and focus group sessions among 17 career firefighters across 4 fire departments. Interviews were recorded and transcribed, and a general inductive approach was used to code similar concepts into themes. RESULTS Firefighters defined well-being as being content with oneself and being able to balance ones' emotional, mental, and physical health. Themes contributing to firefighter well-being include the nature of the job, the influence of others, and physical health. Subthemes mapping to themes include dealing with trauma, compartmentalizing work and home life, coworkers and station culture, the role of superiors on attitudes and practices, being a reliable firefighter, and lack of sleep. CONCLUSIONS Career firefighters describe well-being as a holistic approach to balancing emotional, mental, and physical health.
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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: 1.3] [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.
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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
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Smith DL, Graham EL, Douglas JA, Jack K, Conner MJ, Arena R, Chaudhry S. Subclinical Cardiac Dysfunction is Associated with Reduced Cardiorespiratory Fitness and Cardiometabolic Risk Factors in Firefighters. Am J Med 2022; 135:752-760.e3. [PMID: 35134370 DOI: 10.1016/j.amjmed.2021.12.025] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 12/08/2021] [Accepted: 12/08/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Past studies have documented the ability of cardiopulmonary exercise testing to detect cardiac dysfunction in symptomatic patients with coronary artery disease. Firefighters are at high risk for work-related cardiac events. This observational study investigated the association of subclinical cardiac dysfunction detected by cardiopulmonary exercise testing with modifiable cardiometabolic risk factors in asymptomatic firefighters. METHODS As part of mandatory firefighter medical evaluations, study subjects were assessed at 2 occupational health clinics serving 21 different fire departments. Mixed effects logistic regression analyses were used to estimate odds ratios (ORs) and account for clustering by fire department. RESULTS Of the 967 male firefighters (ages 20-60 years; 84% non-Hispanic white; 14% on cardiovascular medications), nearly two-thirds (63%) had cardiac dysfunction despite having normal predicted cardiorespiratory fitness (median peak VO2 = 102%). In unadjusted analyses, cardiac dysfunction was significantly associated with advanced age, obesity, diastolic hypertension, high triglycerides, low high-density lipoprotein (HDL) cholesterol, and reduced cardiorespiratory fitness (all P values < .05). After adjusting for age and ethnicity, the odds of having cardiac dysfunction were approximately one-third higher among firefighters with obesity and diastolic hypertension (OR = 1.39, 95% confidence interval [CI] = 1.03-1.87 and OR = 1.36, 95% CI = 1.03-1.80) and more than 5 times higher among firefighters with reduced cardiorespiratory fitness (OR = 5.41, 95% CI = 3.29-8.90). CONCLUSION Subclinical cardiac dysfunction detected by cardiopulmonary exercise testing is a common finding in career firefighters and is associated with substantially reduced cardiorespiratory fitness and cardiometabolic risk factors. These individuals should be targeted for aggressive risk factor modification to increase cardiorespiratory fitness as part of an outpatient prevention strategy to improve health and safety.
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Affiliation(s)
- Denise L Smith
- First Responder Health and Safety Lab, Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY
| | - Elliot L Graham
- First Responder Health and Safety Lab, Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY
| | - Julie A Douglas
- Department of Mathematics and Statistics, Skidmore College, Saratoga Springs, NY; Department of Human Genetics, University of Michigan, Ann Arbor
| | | | | | - Ross Arena
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois, Chicago, Chicago; Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, Ill
| | - Sundeep Chaudhry
- Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, Ill; Research and Development, MET-TEST, Atlanta, Ga.
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Ras J, Leach L. Relationship Between Physical Activity, Coronary Artery Disease Risk Factors and Musculoskeletal Injuries in the City of Cape Town Fire and Rescue Service. INQUIRY : A JOURNAL OF MEDICAL CARE ORGANIZATION, PROVISION AND FINANCING 2022; 59:469580221084485. [PMID: 35341350 PMCID: PMC8958692 DOI: 10.1177/00469580221084485] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Musculoskeletal injuries in firefighters are a common occurrence, that increase as firefighters age, and may be related to the firefighters’ physical activity habits outside of the job. Certain CAD risk factors, such as obesity, cigarette smoking and ageing may be linked to increased injury risk in firefighters. Although firefighters may meet the recommended minimum physical activity minutes, they may remain at risk for sustaining musculoskeletal injuries. Therefore, this study aims to determine the relationship between physical activity and CAD risk factors, between CAD risk factors and musculoskeletal injuries and between physical activity and musculoskeletal injuries. A total of 124 full-time firefighters, males and females, were conveniently recruited from the City of Cape Town Fire and Rescue Service. A researcher-generated questionnaire was used to collect injury, CAD risk factor and physical activity data. The proportion of firefighters who participated in leisure-time physical activity (LTPA) was 63.7%, and those who were physically inactive was 69.4%. The prevalence musculoskeletal injuries among all firefighters was 27.4%. The most prevalent musculoskeletal injury was shoulder injuries in 35.3% of firefighters, followed by multiple injuries in 26.5% and back injuries in 14.7%. Age was a significant predictor of physical inactivity in firefighters [P = .002, OR = 1.08], BMI was a significant predictor of physical inactivity [P = .050, OR = 1.08], cigarette smoking was a significant predictor of firefighters not exercising [P = .007, OR = 2.31] and the total amount of vigorous-intensity exercise was a significant predictor of musculoskeletal injuries [P = .050, OR = 1.00]. In conclusion, older firefighters were more physically inactive and had a higher prevalence of musculoskeletal injuries, and the latter decreased significantly after the age of 50 years. Emphasis should be placed on firefighters exercising in their leisure-time, especially as they aged.
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Affiliation(s)
- Jaron Ras
- Department of Sport, Recreation and Exercise Science, 56390University of the Western Cape, Bellville, Western Cape, South Africa
| | - Lloyd Leach
- Department of Sport, Recreation and Exercise Science, 56390University of the Western Cape, Bellville, Western Cape, South Africa
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Jahnke SA, Kaipust C, Jitnarin N, Hollerbach BS, Koeppel MDH, Haddock CK, Poston WSC. Prevalence and predictors of obesity among women in the fire service. Occup Environ Med 2021; 79:289-294. [PMID: 34697223 DOI: 10.1136/oemed-2021-107590] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 10/01/2021] [Indexed: 11/04/2022]
Abstract
OBJECTIVES Firefighter health has received a great deal of increased attention over the past decade, but most work has been specific to men in the fire service due to small numbers of women, likely due to challenges with recruitment and retention of women in the fire service. While findings suggest men in the fire service struggle with high rates of overweight and obesity due to a number of occupational challenges, limited data are available on large samples of women firefighters. METHODS Using snowball sampling techniques, we conducted an online survey of both career (N=2,398) and volunteer (N=781) women firefighters. RESULTS Rates of obesity for both career (15.4%) and volunteer (31.6%) women firefighters were not only lower than men in the fire service (33.5% career and 43.2% volunteer), but also lower than the general population (41.1%). Women career and volunteer firefighters who engaged in heavy physical activity were less likely to be obese. Being a racial or ethnic minority firefighter was associated with being obese, as was serving more than 20 years in the fire service. CONCLUSION Findings highlight that women firefighters have been successful in overcoming the occupational risks, such as a challenging nutrition environment, inconsistent schedules, limited time for fitness, and the metabolic impact of shift work, that put firefighters at increased risk for obesity.
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Affiliation(s)
- Sara A Jahnke
- Center for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA
| | - Christopher Kaipust
- Center for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA
| | - Nattinee Jitnarin
- Center for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA
| | - Brittany S Hollerbach
- Center for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA
| | - Maria D H Koeppel
- Center for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA
| | - Christopher K Haddock
- Center for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA
| | - Walker S C Poston
- Center for Fire, Rescue, and EMS Health Research, NDRI-USA, Inc, Leawood, Kansas, USA
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Romanidou M, Tripsianis G, Hershey MS, Sotos-Prieto M, Christophi C, Moffatt S, Constantinidis TC, Kales SN. Association of the Modified Mediterranean Diet Score (mMDS) with Anthropometric and Biochemical Indices in US Career Firefighters. Nutrients 2020; 12:E3693. [PMID: 33265967 PMCID: PMC7759922 DOI: 10.3390/nu12123693] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 11/24/2020] [Accepted: 11/27/2020] [Indexed: 12/26/2022] Open
Abstract
The Mediterranean diet is associated with multiple health benefits, and the modified Mediterranean Diet Score (mMDS) has been previously validated as a measure of Mediterranean diet adherence. The aim of this study was to examine associations between the mMDS and anthropometric indices, blood pressure, and biochemical parameters in a sample of career firefighters. The participants were from Indiana Fire Departments, taking part in the "Feeding America's Bravest" study, a cluster-randomized controlled trial that aimed to assess the efficacy of a Mediterranean diet intervention. We measured Mediterranean diet adherence using the mMDS. Anthropometric, blood pressure, and biochemical measurements were also collected. Univariate and multivariate linear regression models were used. In unadjusted analyses, many expected favorable associations between the mMDS and cardiovascular disease risk factors were found among the 460 firefighters. After adjustment for age, gender, ethnicity, physical activity, and smoking, a unitary increase in the mMDS remained associated with a decrease of the total cholesterol/HDL ratio (β-coefficient -0.028, p = 0.002) and an increase of HDL-cholesterol (β-coefficient 0.254, p = 0.004). In conclusion, greater adherence to the Mediterranean diet was associated with markers of decreased cardiometabolic risk. The mMDS score is a valid instrument for measuring adherence to the Mediterranean diet and may have additional utility in research and clinical practice.
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Affiliation(s)
- Maria Romanidou
- Department of Medical Statistics, Medical Faculty, Democritus University of Thrace, 68100 Alexandroupolis, Greece;
| | - Grigorios Tripsianis
- Department of Medical Statistics, Medical Faculty, Democritus University of Thrace, 68100 Alexandroupolis, Greece;
| | - Maria Soledad Hershey
- Department of Preventive Medicine and Public Health, Navarra Institute for Health Research, University of Navarra, 31008 Pamplona, Spain;
| | - Mercedes Sotos-Prieto
- Department of Environmental Health, T.H. Chan School of Public Health, Harvard University, Boston, MA 02215, USA or (M.S.-P.); (C.C.); (S.N.K.)
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid, IdiPaz (Instituto de Investigación Sanitaria Hospital Universitario La Paz), Calle del Arzobispo Morcillo 4, 28029 Madrid, Spain
- Biomedical Research Network Centre of Epidemiology and Public Health (CIBERESP), Carlos III Health Institute, 28029 Madrid, Spain
| | - Costas Christophi
- Department of Environmental Health, T.H. Chan School of Public Health, Harvard University, Boston, MA 02215, USA or (M.S.-P.); (C.C.); (S.N.K.)
- Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, 30 Archbishop Kyprianou Str., Lemesos 3036, Cyprus
| | - Steven Moffatt
- National Institute for Public Safety Health, IN 324 E New York Street, Indianapolis, IN 46204, USA;
| | - Theodoros C. Constantinidis
- Laboratory of Hygiene and Environmental Protection, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece;
| | - Stefanos N. Kales
- Department of Environmental Health, T.H. Chan School of Public Health, Harvard University, Boston, MA 02215, USA or (M.S.-P.); (C.C.); (S.N.K.)
- Occupational Medicine, Cambridge Health Alliance/Harvard Medical School, Cambridge, MA 02319, USA
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