A Bayesian approach to assess interaction between known risk factors: The risk of lung cancer from exposure to asbestos and smoking

Statistical Methods in Medical Research

Volumn 17, Issue 2, 2008, Pages 171-189

  Wraith, D ^a   Mengersen, K ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ASBESTOS;

BAYES THEOREM; CANCER RISK; HUMAN; LOGISTIC REGRESSION ANALYSIS; LUNG CANCER; LUNG CARCINOGENESIS; POISSON DISTRIBUTION; REVIEW; RISK ASSESSMENT; RISK FACTOR; SMOKING;

ASBESTOS; BAYES THEOREM; HUMANS; LUNG NEOPLASMS; RISK FACTORS; SENSITIVITY AND SPECIFICITY; SMOKING;

EID: 43949129069     PISSN: 09622802     EISSN: None     Source Type: Journal    
DOI: 10.1177/0962280206075525     Document Type: Review

References (60)

1. Saracci R and Boffetta P. Interactions of tobacco smoking with other causes of lung cancer. In: J Samet, Editor, Epidemiology of lung cancer Marcel Dekler Inc, New York (1994), pp. 465-493.
2. Liddell F. The interaction of asbestos and smoking in lung cancer. Annals of Occupational Hygiene 2001; 45(5): 341-56.
3. Lee P. Relation between exposure to asbestos and smoking jointly and the risk of lung cancer. Occupational and Environmental Medicine 2001; 58: 145-53.
4. Roy P, Esteve J. Using relative risk models for estimating synergy between two risk factors. Statistics in Medicine 1998; 17: 1357-73.
5. Berry G, Liddell FDK. The interaction of asbestos and smoking in lung cancer: a modified measure of effect. Annals of Occupational Hygiene 2004; 48(5): 459-62.
6. van der Linde A, Osius G. Estimation of non-parametric multivariate risk functions in matched case-control studies with application to the assessment of interactions of risk factors in the study of cancer. Statistics in Medicine 2001; 20: 1639-62.
7. Selikoff I, Hammond E, Churg J. Asbestos exposure, smoking and neoplasia. JAMA 1968; 204: 104-10.
8. Erren T, Jacobsen M, Piekarski C. Synergy between asbestos and smoking on lung cancer risks. Epidemiology 1999; 10(4): 405-11.
9. Vainio H, Boffetta P. Mechanisms of the combined effect of asbestos and smoking in the etiology of lung cancer. Scandinavian Journal of Work Environment & Health 1994; 20: 235-42.
10. Steenland K, Thun M. Interaction between tobacco smoking and occupational exposures in the causation of lung cancer. Journal of Occupational Medicine 1986; 28: 110-8.
11. Waage H, Vatten L, Opedal E. Smoking intervention in subjects at risk of asbestos-related lung cancer. American Journal of Industrial Medicine 1997; 31: 705-12.
12. Guidotti T. Apportionment in asbestos-related disease for purposes of compensation. Industrial Health 2002; 40: 295-11.
13. Wraith D, Mengersen K. Assessing the combined effect of asbestos exposure and smoking on lung cancer: a Bayesian approach. Statistics in Medicine 2006; published online: 16 June.
14. Doll R. The age distribution of cancer: implications for models of carcinogenesis. JRSS(A) 1971; 134: 133-66.
15. Saracci R. Asbestos and lung cancer: an analysis of the epidemiological evidence on the asbestos-smoking interaction. International Journal of Cancer 1977; 20: 323-31.
16. Saracci R. The interactions of tobacco smoking and other agents in cancer etiology. Epidemiology Review 1987; 9: 175-93.
17. Berry G, Newhouse ML, Antonis P. Combined effect of asbestos and smoking on mortality from lung cancer and mesothelioma in factory workers. British Journal of Industrial Medicine 1985; 42: 12-8.
18. Lee P. Author's reply: joint action of smoking and asbestos exposure on lung cancer. Occupational and Environmental Medicine 2002; 59: 495-6.
19. Liddell F. Letter: joint action of smoking and asbestos exposure on lung cancer. Occupational and Environmental Medicine 2002; 59: 494-5.
20. de Klerk NH, Musk AW, Armstrong BK, et al. Smoking, exposure to crocidolite, and the incidence of lung cancer and asbestosis. British Journal of Industrial Medicine 1991; 48: 412-7.
21. Martischnig KM, Newell DJ, Barnsley WC, et al. Unsuspected exposure to asbestos and bronchogenic carcinoma. British Medical journal 1977; 1: 746-9.
22. Pastorino U, Berrino F, Gervasio A, et al. Proportion of lung cancers due to occupational exposure. International Journal of Cancer 1984; 33: 231-7.
23. Bovenzi M, Stanta G, Antiga G, et al. Occupational exposure and lung cancer risk in a coastal area of northeastern Italy. Int Arch Occup Environ Health 1993; 65: 35-41.
24. Kjuus H, Skjaerven R, Langard S, et al. A case-referent study of lung cancer, occupational exposures and smoking: II role of asbestos exposure. Scand J work Environ Health 1986; 12: 203-9.
25. Blot WJ, Harrington JM, Toledo A, et al. Lung cancer after employment in shipyards during world war II. New England Journal of Medicine 1978; 299: 620-4.
26. Blot WJ, Morris LE, Stroube R, et al. Lung and laryngeal cancers in relation to shipyard employment in coastal Virginia. Journal of National Cancer Institute 1980; 65: 571-5.
27. Blot WJ, Davies JE, Morris Brown L, et al. Occupation and the high risk of lung cancer in Northeast Florida. Cancer 1982; 50: 364-71.
28. McDonald JC, Liddell FDK, Gibbs GW, Eyssen GE, McDonald AD. Dust Exposure and mortality in chrysotile mining, 1910-75. British Journal of Industrial Medicine 1980; 37: 11-24.
29. Zhu H, Wang Z. Study of occupational lung cancer in asbestos factories in China. British Journal of Industrial Medicine 1993; 50: 1039-42.
30. Meurman LO, Pukkala E, Hakama M. Incidence of cancer among anthophyllite asbestos miners in Finland. Occup Environ Med 1994; 51: 421-5.
31. Selikoff IJ, Hammond EC. Multiple risk factors in environmental cancer. In: Fraumeni JFJr, ed. Persons at high risk of cancer: an approach to cancer etiology and control. New York: Academic press, 1975: 467-83.
32. Selikoff IJ, Seidman H, Hammond EC. Mortality effects of cigarette smoking among amosite asbestos factory workers. Journal of National Cancer Institute 1980; 65: 507-13.
33. Hammond EC, Selikoff IJ, Seidman H. Asbestos exposure, cigarette smoking and death rates. Ann N Y Acad Sci 1979; 330: 473-90.
34. Berry G, Newhouse ML, Antonis P. Combined effect of asbestos and smoking on mortality from lung cancer and mesothelioma in factory workers. Br J Ind Med 1985; 42: 12-18.
35. Liddell FDK, Thomas DC, Gibbs JW, McDonald JC. Fibre exposure and mortality from pneumoconiosis, respiratory and abdominal malignancies in chrysotile production in Quebec, 1926-75. Ann Acad Med Singapore 1984; 13(suppl 2): 340-4.
36. Rothman K. The estimation of synergy or antagonism. American Journal of Epidemiology 1976; 103: 506-11.
37. Rothman K. Synergy and antagnism in cause-effect relationships. American Journal of Epidemiology 1974; 99: 385-8.
38. Guerrero VM, Johnson RA. Use of the Box-Cox transformation with binary response models. Biometrika 1982; 69(2): 309-14.
39. Lubin JH, Gaffey W. Relative risk models for assessing the joint effects of multiple factors. American Journal of Industrial Medicine 1988; 13: 131-47.
40. Breslow NE, Day NE. Statistical methods in cancer research. The Design and Analysis of Cohort Studies, Volume 2. IARC, 1987.
41. Spiegethalter DJ, Thomas A, Best NG. Winbugs version 1.4 user manual. Research report, 2002.
42. Brooks SP, Gelman A. Alternative methods for monitoring convergence of iterative simulations. Journal of Computational and Graphical Statistics 1998; 7: 434-55.
43. Thomas DC. General relative-risk models for survival time and matched case-control analysis. Biometrics 1981; 37: 673-86.
44. Breslow NE, Storer BE. General relative risk functions for case-control studies. American Journal of Epidemiology 1985; 122: 149-62.
45. Marin JM, Mengersen K, Robert CP. Bayesian modelling and inference on mixtures of distributions. In Dey D, Rao CR eds. Handbook of Statistics, Volume 25. Elsevier-Sciences, 2005.
46. McLachlan GJ, Peel D. Finite mixture models. John Wiley & Sons, 2000.
47. Greenland S, Rothman KJ. Modern methods in epidemiology, second edition. Lippincott-Raven, 1998.
48. UNSCEAR. Ionizing radiation: sources and biological effects. Technical report, United Nations Scientific Committee on the Effects of Atomic Radiation, 1982.
49. Hallqvist J, Ahlborn A, Diderichsen F, Reuterwall C. How to evaluate interaction between causes: a review of practices in cardiovascular epidemiology. Journal of Internal Medicine 1996; 239: 377-82.
50. Gustavsson P, Nyberg F, Pershagen G, Schéele P, Jakobsson R, Plato N. Low-dose exposure to asbestos and lung cancen dose-response relations and interaction with smoking in a population-based case-referent study in Stockholm, Sweden. American Journal of Epidemiology 2002; 155(11). 1016-22.
51. Liddell FDK, Armstrong BG. The combination of effects on lung cancer of cigarette smoking and exposure in Quebec chrysotile miners and millers. Annals of Occupational Hygiene 2002; 46(1): 5-13.
52. Fano V, Michelozzi P, Ancona C, Capon A, Forastiere F, Perucci CA. Occupational and environmental exposures and lung cancer in an industrialised area in Italy. Occupational and Environmental Medicine 2004; 61: 757-63.
53. Rafnsson V, Sulem. P. Cancer incidence among marine engineers, a population based study (Iceland). Cancer Causes & Control 2003; 14(1): 29-35.
54. Ulvestad B, Kjaerheim K, Martinsen JI, Damberg G, Wannag A, Mowe G. Cancer incidence among workers in the asbestos-cement producing industry in Norway. Scandinavian Journal of Work Environment and Health 2002; 28(6): 411-7.
55. Goldberg M. Asbestos and cancer risk: the exposure-effect relationship for populations with occupational exposure. Revue Des Maladies Respiratoires 1999; 16: 1278-85.
56. Stayner LT, Smith R, Bailer AJ, Gilbert SJ, Steenland K, Dement J, Brown D, Lemen R. An exposure-response analysis of respiratory disease risk associated with occupational exposure to chrysotile asbestos. Occupational and Environmental Medicine. 1997; 54: 646-652.
57. Pukkala E, Guo J, Kyyronen P. National job-exposure matrix in analyses of census-based estimates of occupational cancer risk. Journal of Work Environment & Health 2005; 31(2): 97-107.
58. Rosamilia K, Wong O, Raabe GK. A case-control study of lung cancer among renery workers. Journal of Occupational & Environmental Medicine 1999; 41(12): 1091-103.
59. Schabath MB, Spitz MR, Delclos GL, Gunn GB, Whitehead LW, Wu X. Association between asbestos exposure, cigarette smoking, myeloperoxidase (mpo) genotypes, and lung cancer risk. American Journal of Industrial Medicine 2002; 42: 29-37.
60. Archer V. Lung cancer risks of underground miners. The Yale Journal of Biology and Medicine 1988; 61: 183-93.