|Year : 2006 | Volume
| Issue : 4 | Page : 169-173
Meta-analysis of case-referent studies of specific environmental or occupational pollutants on lung cancer
H Mahjub, GH Sadri
Departments of Biostatistics and Epidemiology, Hamadan University of Medical sciences, Iran
Departments of Biostatistics and Epidemiology, Hamadan University of Medical sciences
Source of Support: None, Conflict of Interest: None
BACKGROUND: Meta-analysis is a statistical tool for combining and integrating the results of independent studies of a given scientific issue. The present investigation was initiated to investigate case-referent studies of lung cancer risk from specific environmental and occupational pollutants, using detailed individual exposure data.
MATERIALS AND METHODS: To examine the risk of lung cancer associated with environmental and occupational pollutants, a meta-analysis of published case-control studies was undertaken using a random effects model. For this study, the papers were selected for review from electronic search of PubMed, Medline and Google Scholar during 1990-2006. The principal outcome measure was the odds ratio for the risk of lung cancer. Twelve study reports detailing the relationship between the lung cancer and the type of exposure were identified. RESULTS: The odds ratio of asbestos, cooking fuel, cooking fumes, motor and diesel exhaust related to lung cancer were 1.67, 1.99, 2.52 and 1.42 ( P <0.001), respectively. The odds ratio of metal fumes related to lung cancer was 1.28 (0.001< P <0.01). The combined odds ratio for the environmental and occupational exposure related to lung cancer was 1.67 ( P <0.001). CONCLUSIONS: The meta-analysis of the present study shows the magnitude association between asbestos, cooking fumes, cooking fuels, motor and diesel exhaust, with lung cancer risk. Lung cancer risk may be reduced by controlling exposure levels.
Keywords: Environmental, lung cancer, meta-analysis, pollution
|How to cite this article:|
Mahjub H, Sadri G H. Meta-analysis of case-referent studies of specific environmental or occupational pollutants on lung cancer. Indian J Cancer 2006;43:169-73
|How to cite this URL:|
Mahjub H, Sadri G H. Meta-analysis of case-referent studies of specific environmental or occupational pollutants on lung cancer. Indian J Cancer [serial online] 2006 [cited 2019 Aug 22];43:169-73. Available from: http://www.indianjcancer.com/text.asp?2006/43/4/169/29422
| » Introduction|| |
Epidemiologic studies from many countries have shown elevated risks of lung cancer in urban or industrially polluted areas, even when adjustment for smoking has been attempted., Although, in several epidemiological studies exposure to diesel motor emissions (DME) show an elevated lung cancer risk, it is still controversial whether DME is a human carcinogen. A number of occupations or occupational exposures are established or suspected risk factors for lung cancer. The International Agency for Research on Cancer has identified some occupational exposure factors as being carcinogenic to the human lung like metal fumes and asbestos. While there is little controversy over the carcinogenic effect of asbestos, there is considerable uncertainty about the magnitude of the lung cancer risk.,,
Also, cooking practices and exposure to cooking fumes and cooking fuel increase the risk of lung cancer.
Until studies are pooled, meta-analysis offers the best opportunity for characterizing existing information. As far as, the methods of meta-analysis of different kind of studies are different, in this article, we present a meta-analysis of completed case-referent studies of environmental and occupational pollutants related to lung cancer . The present study is focused on lung cancer risk in relation to five environmental and occupational exposure factors; asbestos, cooking fuel, cooking fumes, metal fumes, motor and diesel exhaust. Given the results from the previous studies, one of the unsolved problems is the magnitude of the exposures effect. So, the present study was launched to answer the following question:
How much is the magnitude of asbestos, cooking fuel, cooking fumes, metal fumes, motor and diesel exhaust related to lung cancer risk?
| » Materials and Methods|| |
For this study, the papers were selected for review from an electronic search of PubMed, Medline and Google Scholar during 1990-2006. In the first step, the articles were retrieved using "lung cancer" and "case-control" from MeSH heading and keywords. Then at least one of the following MeSH headings and keywords such as "asbestos", "diesel exhaust", "metal fumes", "motor exhaust", "cooking fumes", "cooking fuel" and "pollution" were searched. The references to articles were crosschecked by the authors. The cited references in obtained studies were also reviewed to include all relevant articles. We did not attempt to locate unpublished studies.
We selected studies if they met the following eligibility criteria: they were case-control studies published as a paper in English and they focused on environmental and occupational pollutants. The outcome of all published studies was regarding the odds ratio of lung cancer. The disease was lung cancer and did not refer to any stage or classification of cancer. We classified the exposures as follows: diesel exhaust, motor exhaust, residents of industrial area and diesel motor emissions as "diesel and motor exhaust"; asbestos as "asbestos"; metals, iron and steel foundries and metal smelter as "metal fumes"; cooking fumes and lack of a separate kitchen as "cooking fumes"; cooking fuels, biomass fuel and mixed fuel as "cooking fuels". Also, based on what was in the original papers, we considered the exposures as environmental vs. occupational.
Over the period of sixteen years, 130 articles were found of which twelve articles were relevant to the defined criteria.,,,,,,,,,,,
Two researchers performed data collection and extraction independently. Differences in data extraction were resolved by discussion. Consistency and analysis were performed with a random effects model. Analysis involved the calculation of a common estimate of odds ratio between lung cancer and environmental and occupational pollutants with 95% confidence interval and a Chi-squared test of heterogeneity between the studies. The meta-analysis was performed using NCSS and PASS 2000 Released December 2005. The software requires the input of the number of cases and controls into a two-by-two table to calculate the combined odds ratio (OR) and 95% confidence interval (CI). Additional subgroup analyses were carried out to examine the effects of the type of exposure as well as environmental and occupational pollutants.
| » Results|| |
Characteristic of case-referent studies of environmental and occupational pollutants on lung cancer from published studies based on what was in the original articles are shown in [Table - 1]. As can be seen in the Table, the highest value for OR is related to cooking fumes for women in China (5.90; 95% CI (2.1-16.0)). [Table - 2] shows the results of meta-analysis for environmental and occupational pollutants related to lung cancer. As the Table shows, the odds ratio of asbestos, cooking fuel, cooking fumes, motor and diesel exhaust related to lung cancer were respectively 1.67, 1.99, 2.52, 1.42 and 1.39 ( P <0.001). As well as, the odds ratio for metals fumes related to lung cancer was 1.28 (0.0001< P <0.01).
The Chi-square test for homogeneous studies showed that the null hypothesis was rejected. On the other hand, some studies had different effects. So, for analysis of data a random effects model was used.
[Figure - 1] shows the forest plot of odds ratio for different types of environmental and occupational pollutants. As the Figure shows the highest value of odds ratio for environmental and occupational pollutants is related to cooking fumes, whereas the lowest value is related to metal fumes.
[Figure - 2] shows the forest plot of odds ratio for environmental and occupational pollutants. The odds ratio for environmental pollutants was 1.99 (95% CI; 1.59-2.48) and for occupational pollutants was 1.49 (95% CI; 1.33-1.64), but there was not any statistical difference for risk of the occupational pollutants compare to the environmental pollutants related to lung cancer ( P >0.05). Overall, the odds ratio for environmental and occupational pollutants related to lung cancer in this meta-analysis was 1.67 (95% CI; (1.47-1.87)).
| » Discussion|| |
The main purpose of this study was to obtain a better understanding and magnitude of the relation between environmental and occupational pollutants with human lung cancer, according to meta-analysis.
Meta-analysis is a statistical tool that combines or integrates the results of several studies to provide increased power for the combined studies. About the methods of meta-analysis of different kind of studies being different, in the present paper, only case-referent studies were considered.
Epidemiological studies show that occupational exposure to asbestos, are associated with an increased risk of developing lung cancer.,,, However, the potential confounding effect from asbestos exposure may not have been fully controlled in many studies. As expected, our study confirmed the well-known association between environmental exposure to asbestos (greater than 0.03 fibers/ml, over 30 years exposure) and lung cancer.
Also , significantly increased risks were observed in the metal industry, particularly in smelter and foundry workers. International agency for research on cancer reported that welding of stainless steel is possibly associated with an increased risk of lung cancer. The present meta-analysis showed that exposure to metal fumes (greater than 0.1 mg/m 3) is related to lung cancer.
Cooking practices, exposure to cooking fumes and a family history of cancer were found to increase the risk of lung cancer. A trend in the association between lung cancer risk and factors pertaining to house and kitchen ventilation was observed and a decreasing risk of lung cancer was observed for several variables indicating better ventilation. Also, different studies showed that some cooking fuels are related to lung cancer., Our findings add further evidence to an association between cooking fume (more than 30 years exposure) and cooking fuel with lung cancer. Also it was found in this meta-analysis that it is a risk factor for lung cancer.
Air pollution data have indicated that lung cancer incidence is increased by 30-50% in areas with high ambient air pollution levels, compared with areas with lower levels., Occupational exposure to diesel exhaust is widespread and the question of its carcinogenicity has been the focus of a large number of epidemiologic studies over the past years. Although, findings are contradictory, many evaluations seem to agree that occupational exposure to high levels of diesel exhaust for a prolonged period of time as well as non-occupational environments may be associated with an increased risk of lung cancer.,,, Furthermore, the results of the present meta-analysis showed exposure to motor exhaust (>1.1 mg of carbon monoxide/m 3) and diesel exhaust (>40 µg of nitrogen dioxide/m 3) increased the risk of lung cancer.
A single etiologic agent, cigarette smoking, is by far the leading cause of lung cancer, accounting for approximately 90% of lung cancer cases in the United States and other countries where cigarette smoking is common., Since tobacco smoking is an established cause of lung cancer, in this meta-analysis we included only those studies in which the subjects were non-smokers or adjusted for smoking.
| » Conclusion|| |
In this meta-analysis after excluding the effect of smoking on lung cancer, the relation between asbestos, cooking fuel, cooking fumes, metal fumes, motor and diesel exhaust with lung cancer was considered. So based on the combined OR, we observed that the relation between the specified risk factors and lung cancer is still significant and the combined OR shows the magnitude of the relation.
| » References|| |
|1.||Cohen AJ, Pope CA 3rd. Lung cancer and air pollution. Environ Health Perspect 1995;103:219-24. [PUBMED] [FULLTEXT]|
|2.||Katsouyanni K, Pershagen G. Ambient air pollution exposure and cancer. Cancer Causes Control 1997;8:284-91. |
|3.||Brüske-Hohlfeld I, M φhner M, Ahrens W, Pohlabeln H, Heinrich J, Kreuzer M, et al . Lung cancer risk in male workers occupationally exposed to diesel motor emissions in Germany. Am J Ind Med 1999;36:405-14. |
|4.||Steenland K, Loomis D, Shy C, Simonsen N. Review of occupational lung carcinogens. Am J Ind Med 1996;29:474-90. |
|5.||Albin M, Magnani C, Krstev S, Rapiti E, Shefer I. Asbestos and cancer: An overview of current trends in Europe. Environ Health Perspect 1999;107:289-98. |
|6.||Lash TL, Crouch EA, Green LC. A meta-analysis of the relation between cumulative exposure to asbestos and relative risk of lung cancer. Occup Environ Med 1997;54:254-63. |
|7.||Neuberger JS, Field RW. Occupation and lung cancer in nonsmokers. Rev Environ Health 2003;18:251-67. |
|8.||Sobue T. Association of indoor air pollution and lifestyle with lung cancer in Osaka, Japan. Int J Epidemiol 1990;19:S62-6. |
|9.||Gustavsson P, Jakobsson R, Nyberg F, Pershagen G, Jarup L, Scheele P. Occupational exposure and lung cancer risk: A population-based case-referent study in Sweden. Am J Epidemiol 2000;152:32-40. |
|10.||Nyberg F, Gustavsson P, Jarup L, Bellander T, Berglind N, Jakobsson R, et al . Urban air pollution and lung cancer in Stockholm. Epidemiology 2000;11:487-95. |
|11.||Jedrychowski W, Becher H, Wahrendorf J, Basa-Cierpialek Z. A case-control study of lung cancer with special reference to the effect of air pollution in Poland. J Epidemiol Community Health 1990;44:114-20. |
|12.||Jockel 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;27:549-60. |
|13.||Barbone F, Bovenzi M, Cavallieri F, Stanta G. Air pollution and lung cancer in Trieste, Italy. Am J Epidemiol 1995;141:1161-9. |
|14.||Liu Q, Sasco AJ, Riboli E, Hu MX. Indoor air pollution and lung cancer in Guangzhou, People's Republic of China. Am J Epidemiol 1993;137:145-54. |
|15.||Zhong L, Goldberg MS, Gao YT, Jin F. Lung cancer and indoor air pollution arising from Chinese-style cooking among nonsmoking women living in Shanghai, China. Epidemiology 1999;10:488-94. |
|16.||Besso A, Nyberg F, Pershagen G. Air pollution and lung cancer mortality in the vicinity of a nonferrous metal smelter in Sweden. Int J Cancer 2003;107:448-52. |
|17.||Kleinerman R, Wang Z, Lubin J, Zhang S, Metayer C, Brenner A. Lung cancer and indoor air pollution in rural china. Ann Epidemiol 2000;10:469. |
|18.||Behera D, Balamugesh T. Indoor air pollution as a risk factor for lung cancer in women. J Assoc Physicians India 2005;53:190-2. |
|19.||Egger M, Smith GD. Meta-Analysis. Potentials and promise. BMJ 1997;315:1371-4. |
|20.||Langard S. Nickel-related cancer in welders. Sci Total Environ 1994;148:303-9. |
|21.||Partanen T, Boffetta P. Cancer risk in asphalt workers and roofers: Review and meta-analysis of epidemiologic studies. Am J Ind Med 1994;26:721-40. |
|22.||Moulin JJ. A meta-analysis of epidemiologic studies of lung cancer in welders. Scand J Work Environ Health 1997;23:104-13. |
|23.||Jockel KH, Ahrens W, Wichmann HE, Becher H, Bolm-Audorff U, Jahn I, et al . Occupational and environmental hazards associated with lung cancer. Int J Epidemiol 1992;21:202-13. |
|24.||Sjogren B, Hansen KS, Kjuus H, Persson PG. Exposure to stainless steel welding fumes and lung cancer: A meta-analysis. Occup Environ Med 1994;51:335-6. |
|25.||Dockery DW, Pope CA 3rd, Xu X, Spengler JD, Ware JH, Fay ME, et al . An association between air pollution and mortality in six U.S. cities. N Engl J Med 1993;329:1753-9. |
|26.||Pope CA 3rd, Thun MJ, Namboodiri MM, Dockery DW, Evans JS, Speizer FE, et al . Particulate air pollution as a predictor of mortality in a prospective study of U.S. adults. Am J Respir Crit Care Med 1995;151:669-74. |
|27.||Silverman DT. Is diesel exhaust a human lung carcinogen? Epidemiology 1998;9:4-6. |
|28.||Bhatia R, Lopipero P, Smith AH. Diesel exhaust exposure and lung cancer. Epidemiology 1998;9:84-91. |
|29.||Boffetta P, Jourenkova N, Gustavsson P. Cancer risk from occupational and environmental exposure to polycyclic aromatic hydrocarbons. Cancer Causes Control 1997;8:444-72. |
|30.||Boffetta P, Pershagen G, Jockel KH, Forastiere F, Gaborieau V, Heinrich J, et al . Cigar and pipe smoking and lung cancer risk: A multicenter study from Europe. J Natl Cancer Inst 1999;91:697-701. |
|31.||Jemal A, Chu KC, Tarone RE. Recent trends in lung cancer mortality in the United States. J Natl Cancer Inst 2001;93:277-83. |
[Figure - 1], [Figure - 2]
[Table - 1], [Table - 2]
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