Abstract
Objectives:
To explore lung cancer risk among firefighters, with adjustment for smoking.
Methods:
We used pooled information from the SYNERGY project including 14 case-control studies conducted in Europe, Canada, New Zealand and China, with lifetime work histories and smoking habits for 14,748 cases of lung cancer and 17,543 controls. We estimated odds ratios by unconditional logistic regression with adjustment for smoking and having ever been employed in a job known to present an excess risk of lung cancer.
Results:
There was no increased lung cancer risk overall or by specific cell type among firefighters (n=190), neither before nor after smoking adjustment. We observed no significant exposure-response relationship in terms of work duration.
Conclusions:
We found no evidence of an excess lung cancer risk related to occupational exposure as a firefighter.
Key terms: epidemiology, lung neoplasms, carcinogens, occupational exposure, fire exhaust, air pollution, aerosols, polycyclic aromatic hydrocarbons (PAHs)
INTRODUCTION
Firefighters have a potential for exposure to different types of chemical compounds by inhalation of particulate matter, gases and vapours during the course of their work. A large number of known (e.g. arsenic, asbestos, benzene, benzopyrene, 1,3-butadiene, cadmium, formaldehyde and silica) or suspected (e.g. acetaldehyde, naphthalene, polychlorinated biphenyls, styrene, tetrachlorethylene, trichlorethylene and toluene diisocyanates) human carcinogens have been detected in smoke at fires, several of which are known to cause lung cancer.1 Many of the carcinogens identified are volatile organic compunds (VOCs) common to most burning materials and are dominated by benzene, toluene and naphthalene.1,2 Firefighters may also be exposed to exhaust from diesel engines which is known to increase the risk of lung cancer.3 The exposure may vary widely among firefighters depending on type of work activities, time spent at fires and use of respiratory equipment. They are exposed mainly by inhalation but for some chemicals, such as polycyclic aromatic hydrocarbons and polychlorinated biphenyls, exposure through dermal absorbation may also be important.1 “Occupational exposure as a firefighter” has been evaluated by the International Agency for Research on Cancer (IARC) and classified as “possibly carcinogenic to humans”, with strongest evidence for testicular cancer, prostate cancer and non-Hodgkin lymphoma.1
Some previous studies among firefighters indicate an excess of lung cancer overall,4–6 lung cancer of a specific cell type,7,8 or positive exposure-response associations,9 whereas most studies do not.10–20 Pukkala et al. observed an increased incidence of lung adenocarcinoma among firefighters in the Nordic countries,7 Tsai et al. observed an excess risk of non-specific, non-small cell lung cancer among California firefighters,8 Hansen et al. observed an increase in lung cancer mortality in the oldest age group of Danish firefighters,21 and in a study by Heyer et al. the lung cancer mortality among Seattle firefighters was elevated in the oldest age group.22 Further, a large comprehensive review and meta-analysis by LeMasters et al. 2006 evaluated cancer risk among firefighters.23 The lung cancer risk was classified as unlikely with a summary risk estimate of 1.03 (95 % CI 0.97–1.08).23 Overall, findings from previous studies of cancer in firefighters have been inconsistent. In particular, few studies have provided evidence of increased lung cancer risk among firefighters, although inhalation is a primary route of exposure. Negative confounding by smoking is one among the possible explanations of the absence of excess of lung cancer risk in previous studies, which nearly all lack information on tobacco use. Only two of the above mentioned lung cancer studies had adequate information on individual smoking habits.4,15 Previous studies have shown diverging results regarding lung cancer of various cell types among firefighters,4,7,8,10 and the impact of smoking on lung cancer risk may vary between different histological subtypes of lung cancer.24
The aim of this study was to explore lung cancer risk among firefighters taking into account individual lifetime history of smoking and having ever been employed in a job with established lung cancer risk. We also aimed to analyze the results by cell types.
METHODS
We used pooled information from the SYNERGY project including case-control studies conducted in Europe, Canada, New Zealand and China, with data on lifetime work histories and individual smoking habits. The SYNERGY project has already been described in detail elsewhere.25,26 In a previous paper in this journal we reported lung cancer risk among cooks using the same database and methods,26 with only minor differences, mainly regarding included studies. Therefore, only part of the study setting and methods is repeated in the present article. Table 1 provides information about the studies included in the present analysis.27–39 The SYNERGY-studies included both men and women but only 2 women had ever worked as a firefighter (0 cases and 2 controls), therefore the analysis was restricted to men. Three of the original studies (Rome, Paris and MORGEN) had no firefighters among either cases or controls, and were therefore omitted. The present analysis included 14,748 male lung cancer cases and 17,543 male controls, after excluding 132 cases and 149 controls with incomplete information on smoking or work history and 230 cases and 239 controls who never worked for at least one year.
Table 1.
Description of SYNERGY- studies 1985–2010 included in analysis, men and women
First Author, Year (Reference No.) | Study (Short Names) | Country | Data Collection | Cases | Controls | Source of Controls | ||||
---|---|---|---|---|---|---|---|---|---|---|
No. | Response Rate (%) | No. | Response Rate (%) | Data Source | Interviewee | |||||
Bruske-Hohlfeld, 2000 (27) | AUT-MUNICH | Germany | 1990–1995 | 3,180 | 77 | 3,249 | 41 | P | I | S |
Jöckel, 1998 (28) | HdA | Germany | 1988–1993 | 1,004 | 69 | 1,004 | 68 | P | I | S |
Consonni, 2010 (29) | EAGLE | Italy | 2002–2005 | 1,943 | 87 | 2,116 | 72 | P | I | S |
Richiardi, 2004 (30) | TURIN/VENETO | Italy | 1990–1994 | 1,132 | 79 | 1,553 | 80 | P | I | S |
Stücker, 2002 (31) | LUCA | France | 1989–1992 | 309 | 98 | 302 | 98 | H | I | S |
Guida, 2011 (32) | ICARE | France | 2001–2007 | 2,926 | 87 | 3,555 | 81 | P | I | S & NOK |
Lopez-Cima, 2007 (33) | CAPUA | Spain | 2000–2010 | 875 | 91 | 838 | 96 | H | I | S |
Scelo, 2004 (34) | INCO | Czech Republic | 1999–2002 | 304 | 94 | 453 | 80 | H | I | S |
Scelo, 2004 (34) | INCO | Hungary | 1998–2001 | 402 | 90 | 315 | 100 | H | I | S |
Scelo, 2004 (34) | INCO | Poland | 1998–2002 | 800 | 88 | 841 | 88 | P & H | I | S |
Scelo, 2004 (34) | INCO | Slovakia | 1998–2002 | 346 | 90 | 285 | 84 | H | I | S |
Scelo, 2004 (34) | INCO | Romania | 1998–2002 | 181 | 90 | 228 | 99 | H | I | S |
Scelo, 2004 (34) | INCO | Russia | 1998–2001 | 600 | 96 | 580 | 90 | H | I | S |
Scelo, 2004 (34) | INCO-LLP | United Kingdom | 1998–2005 | 442 | 78 | 918 | 84 | P | I | S |
Gustavsson, 2000 (35) | LUCAS | Sweden | 1985–1990 | 1,042 | 87 | 2,356 | 85 | P | Q | S & NOK |
Corbin, 2011 (36) | OCANZ | New Zealand | 2003–2009 | 457 | 53 | 792 | 48 | P | I & T | S & NOK |
Ramanakumar, 2007 (37) | MONTREAL | Canada | 1996–2002 | 1,203 | 85 | 1,509 | 69 | P | I & T | S & NOK |
Brenner, 2012 (38) | TORONTO | Canada | 1997–2002 | 425 | 62 | 910 | 71 | P & H | I & T | S |
TSE, 2012 (39) | HONG KONG | China | 2003–2007 | 1,208 | 96 | 1,069 | 48 | P | I & T | S & NOK |
Overall | 1985–2010 | 18,779 | 84 | 22,873 | 78 |
Abbreviations: N/A, not applicable; H, control subjects enrolled from hospitals; P, control subjects enrolled from the general population; I, interview face to face; T, interview over the phone; Q, self-administered questionnaire; S, study participant; NOK, next-of-kin e.g. husband or wife of the study participant; AUT-Munich, Arbeit und Technik; HdA, Humanisierung des Arbeitslebens; EAGLE, Environment and Genetics in Lung cancer Etiology; TURIN/VENETO, Population based case-control study of lung cancer in the the city of Turin and in the Eastern part of Veneto Region; LUCA, Lung cancer in France; ICARE, Investigations Cancers Respiratoires et Environnement; CAPUA, Cancer de Pulmon en Asturias; INCO, INCO Copernicus IARC multicenter case-control study of occupational, environment and lung cancer in Central and Eastern Europe; LLP, Liverpool Lung Project; LUCAS, Lung cancer in Stockholm; OCANZ, Occupational Cancer in New Zealand; MONTREAL, Montreal case-control study of environmental causes of lung cancer; TORONTO; Toronto lung cancer (case-control) study; HONG KONG, Male lung cancer, occupational exposures and smoking – A case-control study in Hong Kong.
Identification of Firefighters
We identified 190 male firefighters (86 lung cancer cases, 104 controls) from the ISCO-68 code (“5–81”).40 The group “Firefighters” includes “General firefighters” (66 cases, 89 controls), “Fire prevention firefighters” (9 cases, 4 controls), “Aircraft accident firefighters” (0 cases, 3 controls) and “Other firefighters” (15 cases, 12 controls). Some of them had worked as two types of firefighters (4 cases, 4 controls). Therefore, the sum of the number of firefighters in the different categories differs from that of all firefighters.
Statistical methods
Detailed information on the statistical analyses has been presented elsewhere.26 In summary we estimated odds ratios (OR) by unconditional logistic regression with adjustment for study and age (OR1), additional adjustment for cumulative cigarette smoking and time since quitting smoking (OR2) and having ever been employed in a job known to present an excess risk of lung cancer (“List A” job) (OR3), such as occupations in the mining and quarrying industry, asbestos production, metals industry, construction industry (insulators and pipe coverers, roofers, asphalt workers and painters) and shipbuilding.41,42
The analyses were repeated in relation to smoking status (never, former, current), work duration (<6 years, 6–21, 22–32, >32 years), major cell types of lung cancer (adenocarcinoma, squamous cell carcinoma, small cell carcinoma, others/unspecified), and for employment as a “General firefighter” (i.e. excluding “Fire prevention firefighters”, “Aircraft accident firefighters” and “Other firefighters”). As the reference category, we always used all those who had never worked as firefighters.
We used meta-analysis to explore study specific ORs for firefighters and the extent of heterogeneity across the studies. The “metan” command in Stata was used specifying a fixed effect model using the method of Mantel and Haenszel. We used the I-squared measure (describes the percentage of total variation between studies due to heterogeneity) to quantify heterogeneity. The I2 was estimated to be zero, which implies there was no more variation between study estimates than would be expected by chance.43
We used Stata v. 11.0 for Windows (StataCorp LP, College Station, Texas) for all analyses.
RESULTS
Table 2 shows descriptive characteristics of the study participants. Among the controls smoking was similarly common in firefighters as in non-firefighters; 74.1% of the firefighters were current or former smokers, and 73.8% of non-firefighters. However, the percentage of those with more than 20 pack-years among current and former smokers was slightly higher among firefighters; 62.3% among firefighters, compared with 54.8% in non-firefighters. It was more common in firefighters than in non-firefighters to have held a job where the lung cancer risk is known to be increased; among the controls, 13.5% of the firefighters, and 9.1% of non-firefighters. In both firefighters and non-firefighters squamous cell carcinoma was the most common lung cancer type, followed by adenocarcinoma and small cell carcinoma.
Table 2.
Descriptive Characteristics of the Male Study Participants by Employment Status as Firefighter
Characteristic | Firefighters (ISCO 5–81) | Non-Firefighters | |||||||
---|---|---|---|---|---|---|---|---|---|
Cases | Controls | Cases | Controls | ||||||
Category | No. | % or Mean(SD) | No. | % or Mean(SD) | No. | % or Mean(SD) | No. | % or Mean(SD) | |
Age | Mean (SD) | 86 | 62.9 (8.4) | 104 | 61.6 (10.7) | 14,662 | 62.7 (9.0) | 17,439 | 62.3 (9.5) |
Study | AUT-Munich | 19 | 22.1 | 13 | 12.5 | 2,639 | 18.0 | 2,682 | 15.4 |
CAPUA | 1 | 1.2 | 2 | 1.9 | 646 | 4.4 | 588 | 3.4 | |
EAGLE | 3 | 3.5 | 3 | 2.9 | 1,516 | 10.3 | 1,599 | 9.2 | |
HdA | 6 | 7.0 | 11 | 10.6 | 832 | 5.7 | 825 | 4.7 | |
HONG KONG | 6 | 7.0 | 10 | 9.6 | 1,188 | 8.1 | 1,033 | 5.9 | |
ICARE | 14 | 16.3 | 13 | 12.5 | 2,200 | 15.0 | 2,728 | 15.6 | |
INCO CEE | 9 | 10.5 | 5 | 4.8 | 2,023 | 13.8 | 1,987 | 11.4 | |
INCO/LLP-UK | 5 | 5.8 | 12 | 11.5 | 276 | 1.9 | 561 | 3.2 | |
LUCA | 3 | 3.5 | 4 | 3.8 | 294 | 2.0 | 290 | 1.7 | |
LUCAS | 4 | 4.6 | 12 | 11.5 | 997 | 6.8 | 2,265 | 13.0 | |
MONTREAL | 9 | 10.5 | 4 | 3.8 | 702 | 4.8 | 890 | 5.1 | |
OCANZ | 3 | 3.5 | 5 | 4.8 | 207 | 1.4 | 410 | 2.4 | |
TORONTO | 2 | 2.3 | 4 | 3.8 | 193 | 1.3 | 355 | 2.0 | |
TURIN/VENETO | 2 | 2.3 | 6 | 5.8 | 949 | 6.5 | 1,226 | 7.0 | |
Age categorized | <45 years | 2 | 2.3 | 7 | 6.7 | 516 | 3.5 | 896 | 5.1 |
45–64 years | 45 | 52.3 | 49 | 47.1 | 7,314 | 49.9 | 8,383 | 48.1 | |
65+ years | 39 | 45.4 | 48 | 46.2 | 6,832 | 46.6 | 8,160 | 46.8 | |
Smoking status | Never smoker | 2 | 2.3 | 27 | 26.0 | 457 | 3.1 | 4,571 | 26.2 |
(any type of tobacco) | Former smoker | 25 | 29.1 | 50 | 48.1 | 4,927 | 33.6 | 7,777 | 44.6 |
Current smoker | 59 | 68.6 | 27 | 26.0 | 9,278 | 63.3 | 5,091 | 29.2 | |
Cigarette pack years | <10 | 4 | 4.8 | 12 | 15.6 | 722 | 5.1 | 2,852 | 22.2 |
(current and former | 10–19 | 15 | 17.9 | 14 | 18.2 | 1,287 | 9.1 | 2,407 | 18.7 |
smokers) | 20+ | 65 | 77.4 | 48 | 62.3 | 12,009 | 84.5 | 7,058 | 54.8 |
Other tobacco | 0 | 0 | 3 | 3.9 | 187 | 1.3 | 551 | 4.3 | |
Years-since-quitting | 2–9 years | 11 | 44.0 | 9 | 18.0 | 2,160 | 43.8 | 1,649 | 21.2 |
smoking cigarettes | 10–20 years | 10 | 40.0 | 19 | 38.0 | 1,699 | 34.5 | 2,504 | 32.2 |
(former smokers) | 21+ years | 4 | 16.0 | 22 | 44.0 | 1,068 | 21.7 | 3,624 | 46.6 |
Employed in ‘List A’ job | Ever | 12 | 14.0 | 14 | 13.5 | 2,083 | 14.2 | 1,588 | 9.1 |
Lung cancer cell type | |||||||||
Adenocarcinoma | 24 | 27.9 | - | 3,832 | 26.1 | - | |||
34 | 39.5 | - | 5,938 | 40.5 | - | ||||
15 | 17.4 | - | 2,263 | 15.4 | - | ||||
Other/unspecified | 13 | 15.1 | - | 2,629 | 17.9 | - |
Overall, we observed no increased risk of lung cancer in firefighters. Before adjustment for smoking the OR was 1.03 (95% CI 0.77–1.38) and after adjusting for smoking 0.95 (95% CI 0.68–1.32). Additional adjustment for having ever been employment in a job with established lung cancer risk did not change the OR (Table 3). We found no trend of increasing risk of lung cancer with increasing work duration as a firefighter (p=0.46–0.58) (Table 3). Analyses of lung cancer risk in relation to smoking status showed no increased risk in firefighters when restricted to never smokers (OR=0.60, 95% CI 0.14–2.58), former smokers (OR=0.75, 95% CI 0.45–1.26) or current smokers (OR=1.18, 95% CI 0.73–1.90), though the number of non-smoking firefighters was small. There were only two lung cancer cases in firefighters who had never smoked (Table 4). Analyses restricted to those who had never had a job where the risk of lung cancer is known to be increased showed no excess risk of lung cancer in firefighters (OR2= 0.98, 95% CI 0.69–1.39) and neither did analyses restricted to ever employed in such an occupation (OR2=0.79, 95% CI 0.31–1.99) (not shown in table). Analysing the results by major subtypes of lung cancer showed no association between any of the cell types and work as a firefighter (Table 5). The study specific ORs for firefighters are shown in figure 1. No study showed an increased OR of statistical significance. The risk of lung cancer in firefighters across the studies showed no significant heterogeneity (I2 0.0%, p-value=0.738). Additional analyses including only “General firefighters” showed no increased lung cancer risk (OR3=0.88, 95% CI 0.61–1.26) (not shown in table).
Table 3.
Lung Cancer Relative Risks (OR) and 95% CI in Relation to Ever and Duration of Employment as Firefighter
Variable | Exposure category | Cases | Controls | OR1 | 95% CI | OR2 | 95% CI | OR3 | 95% CI |
---|---|---|---|---|---|---|---|---|---|
Firefighter | Never | 14,662 | 17,439 | 1.0 | Reference | 1.0 | Reference | 1.0 | Reference |
Ever | 86 | 104 | 1.03 | 0.77–1.38 | 0.95 | 0.68–1.32 | 0.95 | 0.68–1.32 | |
Duration | <6 | 32 | 24 | 1.56 | 0.91–2.67 | 1.19 | 0.65–2.15 | 1.21 | 0.67–2.19 |
firefighter | 6–21 | 22 | 26 | 1.13 | 0.64–2.00 | 0.99 | 0.52–1.86 | 0.97 | 0.51–1.84 |
(years) | 22–32 | 14 | 26 | 0.69 | 0.36–1.33 | 0.70 | 0.32–1.50 | 0.69 | 0.32–1.49 |
33+ | 18 | 28 | 0.84 | 0.46–1.53 | 0.91 | 0.47–1.77 | 0.92 | 0.48–1.78 | |
p-value trend | 0.46 | 0.58 | 0.58 |
OR1 is adjusted for study and age
OR2 is in addition adjusted for cumulative cigarette smoking (pack-years) and time since quitting smoking
OR3 is in addition adjusted for ever employment in a List A job (ever/never)
Table 4.
Lung Cancer Relative Risks (OR) and 95% CI in Relation to Ever Employment as Firefighter by Smoking Status
Smoking status | Firefighter | Cases | Controls | OR | 95% CI |
---|---|---|---|---|---|
Never smoker* | Never | 457 | 4,571 | 1.0 | Reference |
Ever | 2 | 27 | 0.60 | 0.14–2.58 | |
Former smoker** | Never | 4,922 | 7,746 | 1.0 | Reference |
Ever | 25 | 50 | 0.75 | 0.45–1.26 | |
Current smoker*** | Never | 9,278 | 5,091 | 1.0 | reference |
Ever | 59 | 27 | 1.18 | 0.73–1.90 |
OR in never smokers is adjusted for study and age
OR in former smokers is adjusted for study, age, cumulative cigarette smoking (pack-years) and time since quitting smoking
OR in current smokers is adjusted for study, age, and cumulative cigarette smoking (pack-years)
Table 5.
Lung Cancer Relative Risks (OR) and 95% CI in Relation to Ever Employment as Firefighter by Major Subtype of Lung Cancer
Fire-fighter | Controls | Adenocarcinoma | Squamous cell carcinoma | Small cell carcinoma | Other/unspecified | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Cases | OR2 | 95% CI | Cases | OR2 | 95% CI | Cases | OR2 | 95% CI | Cases | OR2 | 95% CI | ||
Never | 17,439 | 3,832 | 1.00 | Reference | 5,938 | 1.00 | Reference | 2,263 | 1.00 | Reference | 2,629 | 1.00 | Reference |
Ever | 104 | 24 | 1.03 | 0.64–1.67 | 34 | 1.03 | 0.66–1.60 | 15 | 1.03 | 0.57–1.87 | 13 | 0.84 | 0.46–1.55 |
Figure 1.
Study specific odds ratios for ever employment as firefighter compared to never employed as firefighter in men adjusted for age, smoking status (any type of tobacco) and cigarette pack-years. OR=odds ratio; CI=confidence interval.
DISCUSSION
We observed no excess risk of lung cancer in firefighters overall, neither before nor after adjustment for smoking and having ever been employed in a job known to present an excess risk of lung cancer, and there was no significant exposure-response relationship in terms of work duration. Analyses stratified by cell type showed no association between work as a firefighter and any of the major histological cell types of lung cancer. Analyses restricted to never smokers, former smokers, or current smokers showed no increased lung cancer risk in firefighters.
The study covers lifetime occupational information and detailed history of tobacco smoking for almost 15,000 cases and more than 17,000 controls. We have stratified by histology, and examined heterogeneity between studies. However, there were only 86 cases who had ever worked as a firefighter. The statistical power to detect excess risks in the sub-analyses was therefore limited, which is evident from the wide confidence intervals.
With regard to possible information bias there is always some risk of recall bias in case-control studies. However, since only occupations were registered in this study and not more specific information of occupational exposure, the risk of recall bias would probably be low. In all, it is not likely that the absence of association between firefighting and lung cancer found in this study could be attributed to negative recall bias.
It is a limitation that hospital controls were used in some of the studies in SYNERGY, since hospital controls may not adequately reflect the true exposure frequency (i.e. occupation as a firefighter) in the population, due to a selection of healthy individuals in firefighting occupation. However, it is not likely that the low risk for lung cancer associated with firefighting found in this study could be explained by an inadequate control group (hospital controls) since the main part of the centers using hospital controls (the INCO study) actually showed an OR above 1.0.
The study showed no evidence of an increased risk of lung cancer, neither in the unadjusted or adjusted analyses. Since the risk estimate changed very little after adjustment for individual lifetime smoking history, it seems unlikely that there could be more than marginal residual confounding from smoking present in the adjusted risk estimates. Important confounding from socioeconomic factors (other than smoking) cannot be entirely ruled out. Firefighters represent an intermediate socioeconomic stratum in the general population, and it does not seem likely that the negative findings in this study could be explained by confounding from socioeconomic status.
Firefighters were identified by occupational codes, which could be a further limitation of our study, as information on their exact tasks and length of employment in such tasks was not available. A limitation is also that we only have duration of employment as a surrogate for exposure. The vast majority (77%) were “General firefighters” but some were “Fire prevention firefighters” or “Aircraft accident firefighters”, with possibly lower exposure to fire smoke. However, additional analyses including only “General firefighters” did not change the results. It was more common in firefighters than in non-firefighters to have held a job where the lung cancer risk is known to be increased. However, analyses restricted to subjects who were never employed in a job with increased lung cancer risk, or restricted to subjects ever employed in such an occupation, did not change the results. When we analyzed the study specific ORs for firefighters no study showed an increased OR2 of statistical significance (Figure 1). However, the power to detect increased study-specific odds ratios was very limited due to small numbers of firefighters, therefore these results should be interpreted with caution.
Most previous studies among firefighters also found no excess risk of lung cancer.10–20 Among them one study of firefighters in the US also examined different cell types of lung cancer and found no increased risk for adenocarcinoma, squamous cell carcinoma, small cell ccarcinoma, or large cell carcinoma.10 Three of the studies observed a significantly decreased lung cancer risk in firefighters.13,17,18 Findings of a risk deficit is common in working populations and may reflect a selection in relation to work. A healthy worker effect is expected in the case of firefighters since they need to be healthy to be recruited and to be capable of remaining in the profession.18 However, some studies have indicated an increased lung cancer risk in firefighters overall or by specific cell type.4–8 Among them, a case-control study from Turkey,4 a case-control study in California,8 a cohort study in San Francisco, Chicago and Philadelphia,5 a Nordic cohort study,7 and a cohort study in Philadelphia.6 Only the studies from Turkey and California were controlled for smoking habits. The study from Turkey showed an excess risk of lung cancer in firefighters overall after smoking adjustment, but not for squamous cell carcinoma, and faced low statistical power (10 exposed cases overall and 4 exposed cases with squamous cell carcinoma).4 In the Californian study firefighters showed an excess risk of non-small cell lung cancer after smoking adjustment, but not for other cell types or overall lung cancer (533 exposed cases overall).8 In the study of firefighters in San Francisco, Chicago and Philadelphia the overall mortality and incidence of lung cancer was increased, based on 1,046 and 716 exposed cases respectively.5 Pukkala et al. observed an increased incidence of adenocarcinoma in the lung among Nordic firefighters, but not for squamous cell or small cell carcinoma, and no increased lung cancer risk overall, although an excess was observed in the Danish data.7 In Philadelphia firefighters there was an elevated lung cancer mortality overall, although not statistically significant.6 Hansen et al. observed an increased lung cancer mortality in Danish firefighters in the oldest age group, but no increased lung cancer risk overall (based on 9 exposed cases),21 and Heyer et al. showed an increased lung cancer mortality in the highest age group of Seattle firefighters but no increased overall lung cancer mortality (based on 29 exposed cases).22
Most previous studies exploring exposure-response trends found no significant relationship between work duration and lung cancer risk in firefighters,5,6,10,16,19,20,44 as in our analysis, whereas a modest positive exposure-response relationship was shown by Daniels et al. regarding fire-hours and mortality and incidence of lung cancer.9 This is an important result, stemming from a very large cohort study with the power to detect relatively small overall increases in lung cancer risk, and with the potential for conducting an exposure-response analysis. One study observed no consistent association between lung cancer mortality and duration of employment or an index reflecting exposure, even if the risk was highest in firefighters with the highest exposure.44 Only the study of male Massachusetts firefighters described the percentage of smokers, with a slightly lower proportion of current smokers in firefighters (25.7%) than in the control group of police men (28.4%) or men in all other occupations (28.8%), but with the highest proportion of past smokers (46.5% compared to 45.1% and 41.1% respectively).15 In SYNERGY, current smoking was less common among the firefighters than among non-firefighters (26.0% compared to 29.2%, among the controls), with a slightly higher percentage of ever smokers with more than 20 pack-years among firefighters.
A difficulty in interpreting our results, and the overall pattern of findings from previous studies and meta-analyses, is that different exposure patterns have probably been experienced by firefighters in different countries, regions and periods of time. This point has been extensively addressed by Fritschi and Glass in a recent commentary.45 For instance, focusing on one of the most important carcinogens, friable asbestos-containing materials have been widely used in construction in certain urban areas, but less or not at all in others, and opportunities for exposure have varied, as shown by the extreme case of the Twin Tower rescue teams.
In summary, even though firefighters worldwide have a potential for exposure to many different kinds of carcinogens during work, of which some are known lung carcinogens, we observed no excess risk of lung cancer overall or by specific cell type among firefighters. The exposure to carcinogens by inhalation and dermal absorption may certainly vary widely for firefighters between countries depending on work activities and use of protective equipment. In the present pooled study, no study showed an increased lung cancer risk of statistical significance among firefighters.
However, since firefighters may be exposed to a wide variety of chemical compounds during the course of their work, including carcinogenic products such as benzene, arsenic, asbestos, benzo[a]pyrene, cadmium and silica, it is still important to reduce exposure as much as possible, by safe working practices and the use of adequate protective clothing and respiratory equipment.
Concluding remarks
In conclusion, we found no excess risk of lung cancer overall or for a specific cell type among male firefighters in Europe, Canada, New Zealand and China, when lifetime history of smoking and exposure to other occupational lung carcinogens was taken into account.
ACKNOWLEDGEMENTS
The authors wish to thank Mrs. Véronique Benhaim-Luzon for pooling the data.
CONFLICTS OF INTEREST AND SOURCES OF FUNDING
This study was funded by AFA Insurance in Sweden (grant no. 130104). AFA Insurance is owned by Sweden’s labour market parties: the Confederation of Swedish Enterprise, the Swedish Trade Union Confederation and The Council for Negotiation and Co-operation. The SYNERGY project is funded by the German Social Accident Insurance (DGUV). The original studies were funded by a list of agencies including the Canadian Institutes for Health Research and Guzzo-SRC Chair in Environment and Cancer, the National Cancer Institute of Canada with funds provided by the Canadian Cancer Society and Cancer Care Ontario; the French agency of health security (ANSES), the Fondation de France, the French National Research Agency (ANR), the National Institute of Cancer (INCA), the Fondation for Medical Research (FRM), the French Institute for Public Health Surveillance (InVS), the Health Ministry (DGS), the Organization for the Research on Cancer (ARC), and the French Ministry of work, solidarity and public function (DGT). In Germany the studies were funded by the Federal Ministry of Education, Science, Research, and Technology grant no. 01 HK 173/0 and the Federal Ministry of Science and the Ministry of Labour and Social Affairs. The INCO study was supported by a grant from the European Commission’s INCO-COPERNICUS program, a grant from the Polish State Committee for Scientific Research grant and the Roy Castle Foundation as part of the Liverpool Lung Project. In Brno, Czech Republic, the study was supported by MH CZ - DRO (MMCI, 00209805) in the INCO part. The EAGLE study was funded by the Intramural Research Program of the National Institutes of Health, National Cancer Institute, Division of Cancer Epidemiology and Genetics, Bethesda, MD, USA; the Environmental Epidemiology Program of the Lombardy Region, Italy; and the Istituto Nazionale per l’Assicurazione contro gli Infortuni sul Lavoro, Rome, Italy. The TURIN study was supported by the Italian Association for Cancer Research, Region Piedmont, Compagnia di San Paolo. The CAPUA study was supported by the Instituto Universitario de Oncologia, Universidad de Oviedo, Asturias, the Fondo de Investigacion Sanitaria (FIS), and the Ciber de Epidemiologia y Salud Publica (CIBERESP), Spain. The Hong Kong study was supported by a grant from the Research Grants Council of the Hong Kong Special Administrative Region, China. The OCANZ study was funded by the Health Research Council of New Zealand, the New Zealand Department of Labour, Lottery Health Research, and by the Cancer Society of New Zealand. The Swedish study LUCAS was supported by the Swedish Council for Work Life Research and the Swedish EPA.
Footnotes
The authors do not have any competing financial interests.
STUDY APPROVAL
Ethical approvals for the original studies were obtained in accordance with legislation in each country, and for the SYNERGY project from the IARC Institutional Review Board Committee. The Regional Ethics Committee in Stockholm, Sweden gave approval for the present analyses.
REFERENCES
- 1.IARC Working Group on the Evaluation of Carcinogenic Risks to Humans. Painting, firefighting, and shiftwork IARC Monogr Eval Carcinog Risks Hum. 2010;98:9–764. Lyon, France: [PMC free article] [PubMed] [Google Scholar]
- 2.Austin CC, Wang D, Ecobichon DJ, Dussault G. Characterization of volatile organic compounds in smoke at municipal structural fires. J Toxicol Environ Health A. 2001. July 20;63(6):437–58. [DOI] [PubMed] [Google Scholar]
- 3.IARC Working Group on the Evaluation of Carcinogenic Risks to Humans. Diesel and gasoline engine exhausts and some nitroarenes. IARC Monogr Eval Carcinog Risks Hum. 2014;105:9–699. [PMC free article] [PubMed] [Google Scholar]
- 4.Elci OC, Akpinar-Elci M, Alavanja M, Dosemeci M. Occupation and the risk of lung cancer by histologic types and morphologic distribution: a case control study in Turkey. Monaldi Arch Chest Dis 2003. Jul-Sep;59(3):183–8. [PubMed] [Google Scholar]
- 5.Daniels RD, Kubale TL, Yiin JH, et al. Mortality and cancer incidence in a pooled cohort of US firefighters from San Francisco, Chicago and Philadelphia (1950–2009). Occup Environ Med. 2014. June;71(6):388–97. doi: 10.1136/oemed-2013-101662. Epub 2013 Oct 14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Baris D, Garrity TJ, Telles JL, Heineman EF, Olshan A, Zahm SH. Cohort mortality study of Philadelphia firefighters. Am J Ind Med. 2001. May;39(5):463–76. [DOI] [PubMed] [Google Scholar]
- 7.Pukkala E, Martinsen JI, Weiderpass E, et al. Cancer incidence among firefighters: 45 years of follow-up in five Nordic countries. Occup Environ Med. 2014. June;71(6):398–404. doi: 10.1136/oemed-2013-101803. Epub 2014 Feb 6. [DOI] [PubMed] [Google Scholar]
- 8.Tsai RJ, Luckhaupt SE, Schumacher P, Cress RD, Deapen DM, Calvert GM. Risk of cancer among firefighters in California, 1988–2007. Am J Ind Med. 2015. July;58(7):715–29. doi: 10.1002/ajim.22466. Epub 2015 May 6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Daniels RD, Bertke S, Dahm MM, et al. Exposure-response relationships for select cancer and non-cancer health outcomes in a cohort of U.S. firefighters from San Francisco, Chicago and Philadelphia (1950–2009). Occup Environ Med. 2015. October;72(10):699–706. doi: 10.1136/oemed-2014-102671. Epub 2015 Feb 11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Demers PA, Checkoway H, Vaughan TL, Weiss NS, Heyer NJ, Rosenstock L. Cancer incidence among firefighters in Seattle and Tacoma, Washington (United States). Cancer Causes Control. 1994. March;5(2):129–35. [DOI] [PubMed] [Google Scholar]
- 11.Tornling G, Gustavsson P, Hogstedt C. Mortality and cancer incidence in Stockholm fire fighters. Am J Ind Med. 1994. February;25(2):219–28. [DOI] [PubMed] [Google Scholar]
- 12.Ma F, Fleming LE, Lee DJ, et al. Mortality in Florida professional firefighters, 1972 to 1999. Am J Ind Med. 2005. Jun;47(6):509–17. [DOI] [PubMed] [Google Scholar]
- 13.Ma F, Fleming LE, Lee DJ, Trapido E, Gerace TA. Cancer incidence in Florida professional firefighters, 1981 to 1999. J Occup Environ Med. 2006. September;48(9):883–8. [DOI] [PubMed] [Google Scholar]
- 14.Bates MN1. Registry-based case-control study of cancer in California firefighters. Am J Ind Med. 2007. May;50(5):339–44. [DOI] [PubMed] [Google Scholar]
- 15.Kang D, Davis LK, Hunt P, Kriebel D. Cancer incidence among male Massachusetts firefighters, 1987–2003. Am J Ind Med. 2008. May;51(5):329–35. doi: 10.1002/ajim.20549. [DOI] [PubMed] [Google Scholar]
- 16.Ahn YS, Jeong KS, Kim KS. Cancer morbidity of professional emergency responders in Korea. Am J Ind Med. 2012. September;55(9):768–78. doi: 10.1002/ajim.22068. Epub 2012 May 24. [DOI] [PubMed] [Google Scholar]
- 17.Ide CW. Cancer incidence and mortality in serving whole-time Scottish firefighters 1984–2005. Occup Med (Lond). 2014. September;64(6):421–7. doi: 10.1093/occmed/kqu080. Epub 2014 Jul 7. [DOI] [PubMed] [Google Scholar]
- 18.Amadeo B, Marchand JL, Moisan F, et al. French firefighter mortality: analysis over a 30-year period. Am J Ind Med. 2015. April;58(4):437–43. doi: 10.1002/ajim.22434. Epub 2015 Feb 23. [DOI] [PubMed] [Google Scholar]
- 19.Glass DC. Australian Firefighters’ Health Study MONASH Centre for Occupational and Environmental Health. School of Public Health & Preventive Medicine. Faculty of Medicine, Nursing and Health Sciences; Final Report 10/12/2014. December 2014. Available from: http://www.coeh.monash.org/downloads/finalreport2014.pdf [Google Scholar]
- 20.Ahn YS, Jeong KS. Mortality due to malignant and non-malignant diseases in Korean professional emergency responders. PLoS One 2015 Mar 10;10(3):e0120305. doi: 10.1371/journal.pone.0120305. eCollection 2015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Hansen ES. A cohort study on the mortality of firefighters. Br J Ind Med. 1990. December;47(12):805–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Heyer N, Weiss NS, Demers P, Rosenstock L. Cohort mortality study of Seattle fire fighters: 1945–1983. Am J Ind Med. 1990;17(4):493–504. [DOI] [PubMed] [Google Scholar]
- 23.LeMasters GK, Genaidy AM, Succop P, et al. Cancer risk among firefighters: a review and meta-analysis of 32 studies. J Occup Environ Med. 2006. November;48(11):1189–202. [DOI] [PubMed] [Google Scholar]
- 24.Pesch B, Kendzia B, Gustavsson P, et al. Cigarette smoking and lung cancer--relative risk estimates for the major histological types from a pooled analysis of case-control studies. Int J Cancer. 2012. September 1;131(5):1210–9. doi: 10.1002/ijc.27339. Epub 2011 Dec 14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Olsson AC, Gustavsson P, Kromhout H, et al. Exposure to Diesel Motor Exhaust and Lung Cancer Risk in a Pooled Analysis from Case-Control Studies in Europe and Canada. Am J Respir Crit Care Med. 2011. April 1;183(7):941–8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Bigert C, Gustavsson P, Straif K, et al. Lung cancer risk among cooks when accounting for tobacco smoking: a pooled analysis of case-control studies from Europe, Canada, New Zealand, and China. J Occup Environ Med. 2015. February;57(2):202–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Brüske-Hohlfeld I, Möhner M, Pohlabeln H, et al. Occupational lung cancer risk for men in Germany: results from a pooled case-control study. Am J Epidemiol. 2000. February 15;151(4):384–95. [DOI] [PubMed] [Google Scholar]
- 28.Jöckel KH, Ahrens W, Jahn I, Pohlabeln H, Bolm-Audorff U. Occupational risk factors for lung cancer: a case-control study in West Germany. Int J Epidemiol. 1998. August;27(4):549–60. [DOI] [PubMed] [Google Scholar]
- 29.Consonni D, De Matteis S, Lubin JH, et al. Lung cancer and occupation in a population-based case-control study. Am J Epidemiol. 2010. February 1;171(3):323–33. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Richiardi L, Boffetta P, Simonato L, et al. Occupational risk factors for lung cancer in men and women: a population-based case-control study in Italy. Cancer Causes Control. 2004. April;15(3):285–94. [DOI] [PubMed] [Google Scholar]
- 31.Stücker I, Hirvonen A, de Waziers I, et al. Genetic polymorphisms of glutathione S-transferases as modulators of lung cancer susceptibility. Carcinogenesis. 2002. September;23(9):1475–81 [DOI] [PubMed] [Google Scholar]
- 32.Guida F, Papadopoulos A, Menvielle G, et al. Risk of lung cancer and occupational history: results of a French population-based case-control study, the ICARE study. J Occup Environ Med. 2011. September;53(9):1068–77. [DOI] [PubMed] [Google Scholar]
- 33.López-Cima MF, González-Arriaga P, García-Castro L, et al. Polymorphisms in XPC, XPD, XRCC1, and XRCC3 DNA repair genes and lung cancer risk in a population of northern Spain. BMC Cancer. 2007. August 16;7:162. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Scélo G, Constantinescu V, Csiki I, et al. Occupational exposure to vinyl chloride, acrylonitrile and styrene and lung cancer risk (Europe). Cancer Causes Control. 2004. June;15(5):445–52. [DOI] [PubMed] [Google Scholar]
- 35.Gustavsson P, Jakobsson R, Nyberg F, Pershagen G, Järup L, Schéele P. Occupational exposure and lung cancer risk: a population-based case-referent study in Sweden. Am J Epidemiol. 2000. July 1;152(1):32–40. [DOI] [PubMed] [Google Scholar]
- 36.Corbin M, McLean D, Mannetje A, et al. Lung cancer and occupation: A New Zealand cancer registry-based case-control study. Am J Ind Med. 2011. February;54(2):89–101. [DOI] [PubMed] [Google Scholar]
- 37.Ramanakumar AV, Parent ME, Siemiatycki J. Risk of lung cancer from residential heating and cooking fuels in Montreal, Canada. Am J Epidemiol. 2007. March 15;165(6):634–42. [DOI] [PubMed] [Google Scholar]
- 38.Brenner DR, Boffetta P, Duell EJ, et al. Previous lung diseases and lung cancer risk: a pooled analysis from the International Lung Cancer Consortium. Am J Epidemiol. 2012. October 1;176(7):573–85. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Tse LA, Yu IT, Qiu H, Au JS, Wang XR. Occupational risks and lung cancer burden for Chinese men: a population-based case-referent study. Cancer Causes Control. 2012. January;23(1):121–31. [DOI] [PubMed] [Google Scholar]
- 40.International Labour Office. International Standard Classification of Occupations. 2nd. 1968. Geneva, Switzerland. [Google Scholar]
- 41.Ahrens W, Merletti F. A standard tool for the analysis of occupational lung cancer in epidemiologic studies. Int J Occup Environ Health. 1998. Oct-Dec;4(4):236–40. [DOI] [PubMed] [Google Scholar]
- 42.Mirabelli D, Chiusolo M, Calisti R, et al. [Database of occupations and industrial activities that involve the risk of pulmonary tumors]. [Article in Italian]. Epidemiol Prev. 2001. Jul-Oct;25(4–5):215–21. [PubMed] [Google Scholar]
- 43.Higgins JP, Thompson SG, Deeks JJ, Altman DG. Measuring inconsistency in meta-analyses. BMJ. 2003. September 6;327(7414):557–60. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Guidotti TL. Mortality of urban firefighters in Alberta, 1927–1987. Am J Ind Med. 1993. Jun;23(6):921–40. [DOI] [PubMed] [Google Scholar]
- 45.Fritschi L, Glass DC. Firefighters and cancer: where are we and where to now? Occup Environ Med. 2014. August;71(8):525–6. [DOI] [PubMed] [Google Scholar]