Healthy worker survivor bias in the colorado plateau uranium miners cohort

American Journal of Epidemiology

Volumn 181, Issue 10, 2015, Pages 762-770

  Keil, Alexander P ^a   Richardson, David B ^a   Troester, Melissa A ^a  

^a IL   (United States)

Author keywords

cohort studies; dose response; G estimation; lung neoplasms; mortality; occupational exposure; radon; structural nested model

Indexed keywords

RADON; URANIUM;

CANCER; COHORT ANALYSIS; DOSE-RESPONSE RELATIONSHIP; MINING INDUSTRY; MORTALITY RISK; OCCUPATIONAL EXPOSURE; RADON; URANIUM; WORKING CONDITIONS;

ARTICLE; CANCER MORTALITY; CANCER SURVIVOR; CAUSE OF DEATH; COHORT ANALYSIS; EMPLOYMENT; ETHNICITY; FOLLOW UP; HUMAN; LUNG CANCER; MAJOR CLINICAL STUDY; MALE; MINER; MORTALITY; OCCUPATIONAL EXPOSURE; OCCUPATIONAL HEALTH; RACE; UNITED STATES; URANIUM MINE; ADULT; AGED; EPIDEMIOLOGY; LUNG NEOPLASMS; MIDDLE AGED; MINING; OCCUPATIONAL DISEASE; RADIATION RESPONSE; STATISTICAL BIAS; SURVIVOR;

COLORADO PLATEAU; UNITED STATES;

ADULT; AGED; BIAS (EPIDEMIOLOGY); COHORT STUDIES; COLORADO; DOSE-RESPONSE RELATIONSHIP, RADIATION; HUMANS; LUNG NEOPLASMS; MALE; MIDDLE AGED; MINING; OCCUPATIONAL DISEASES; RADON; SURVIVORS; URANIUM;

EID: 84929590406     PISSN: 00029262     EISSN: 14766256     Source Type: Journal    
DOI: 10.1093/aje/kwu348     Document Type: Article

References (54)

1. Krewski D, Lubin JH, Zielinski JM, et al. Residential radon and risk of lung cancer: a combined analysis of 7 North American case-control studies. Epidemiology. 2005;16(2):137-145.
2. Darby S, Hill D, Auvinen A, et al. Radon in homes and risk of lung cancer: collaborative analysis of individual data from 13 European case-control studies. BMJ. 2005;330(7485):223.
3. Office of Radon and Indoor Air, Environmental Protection Agency. EPA Assessment of Risks from Radon in Homes. Washington, DC: Environmental Protection Agency; 2003. (EPA publication no. 402-R-03-003).
4. Committee on Health Risks of Exposure to Radon (BEIR IV), National Research Council. Report of the Committee on the Biological Effects of Ionizing Radiation: Health Risks of Radon and Other Internally Deposited Alpha-Emitters: BEIR IV. Washington, DC: National Academy Press; 1988.
5. Committee on Health Risks of Exposure to Radon (BEIR IV), National Research Council. Health Effects of Exposure to Radon: BEIR VI. Washington, DC: National Academy Press; 1999.
6. World Health Organization.WHOHandbook on Indoor Radon: A Public Health Perspective. Geneva, Switzerland: World Health Organization; 2009.
7. Tirmarche M, Harrison JD, Laurier D, et al. Lung cancer risk from radon and progeny and statement on radon. Ann ICRP. 2010;40(1):1-64. (ICRP publication 115).
8. Arrighi HM, Hertz-Picciotto I. The evolving concept of the healthy worker survivor effect. Epidemiology. 1994;5(2): 189-196.
9. Robins J. A new approach to causal inference in mortality studies with a sustained exposure period-application to control of the healthy worker survivor effect. Math Model. 1986;7(9-12):1393-1512.
10. Hornung RW, Deddens JA, Roscoe RJ. Modifiers of lung cancer risk in uranium miners from the Colorado Plateau. Health Phys. 1998;74(1):12-21.
11. Hornung RW, Deddens J, Roscoe R. Modifiers of exposureresponse estimates for lung cancer among miners exposed to radon progeny. Environ Health Perspect. 1995;103(suppl 2): 49-53.
12. Pearce N. Time-related confounders and intermediate variables. Epidemiology. 1992;3(4):279-281.
13. Robins JM. The analysis of randomized and nonrandomized AIDS treatment trials using a new approach to causal inference in longitudinal studies. In: Sechrest L, Freeman H, Mulley A, eds. Health Service Research Methodology: A Focus on AIDS. Washington, DC: National Center for Health Services Research, US Public Health Service; 1989:113-159.
14. Robins JM, Tsiatis AA. Semiparametric estimation of an accelerated failure time model with time-dependent covariates. Biometrika. 1992;79(2):311-319.
15. Holaday DA, Rushing DE, Coleman RD, et al. Control of Radon and Daughters in Uranium Mines and Calculations on Biologic Effects. Washington, DC: Public Health Service, US Department of Health, Education, and Welfare; 1957. (PHS publication no. 494).
16. Roscoe RJ. An update of mortality from all causes among white uranium miners from the Colorado Plateau Study Group. Am J Ind Med. 1997;31(2):211-222.
17. Schubauer-Berigan MK, Daniels RD, Pinkerton LE. Radon exposure and mortality among white and American Indian uranium miners: an update of the Colorado Plateau cohort. Am J Epidemiol. 2009;169(6):718-730.
18. Kalbfleisch JD, Prentice RL. The Statistical Analysis of Failure Time Data. New York, NY: John Wiley & Sons, Inc.; 1980.
19. Lubin JH. Models for the analysis of radon-exposed populations. Yale J Biol Med. 1988;61(3):195-214.
20. Hernán MA, Cole SR, Margolick J, et al. Structural accelerated failure time models for survival analysis in studies with time-varying treatments. Pharmacoepidemiol Drug Saf. 2005; 14(7):477-491.
21. Picciotto S, Chevrier J, Balmes J, et al. Hypothetical interventions to limit metalworking fluid exposures and their effects on COPD mortality: G-estimation within a public health framework. Epidemiology. 2014;25(3):436-443.
22. Chevrier J, Picciotto S, Eisen EA. A comparison of standard methods with g-estimation of accelerated failure-time models to address the healthy-worker survivor effect: application in a cohort of autoworkers exposed to metalworking fluids. Epidemiology. 2012;23(2):212-219.
23. Naimi AI, Cole SR, Hudgens MG, et al. Assessing the component associations of the healthy worker survivor bias: occupational asbestos exposure and lung cancer mortality. Ann Epidemiol. 2013;23(6):334-341.
24. Joffe MM, Yang WP, Feldman HI. Selective ignorability assumptions in causal inference. Int J Biostat. 2010;6(2): Article 11.
25. Applebaum KM, Malloy EJ, Eisen EA. Left truncation, susceptibility, and bias in occupational cohort studies. Epidemiology. 2011;22(4):599-606.
26. Roscoe RJ, Deddens JA, Salvan A, et al. Mortality among Navajo uranium miners. Am J Public Health. 1995;85(4): 535-540.
27. Cole SR, Richardson DB, Chu H, et al. Analysis of occupational asbestos exposure and lung cancer mortality using the g formula. Am J Epidemiol. 2013;177(9):989-996.
28. Stayner L, Steenland K, Dosemeci M, et al. Attenuation of exposure-response curves in occupational cohort studies at high exposure levels. Scand J Work Environ Health. 2003;29(4): 317-324.
29. Naimi AI, Cole SR, Hudgens MG, et al. Estimating the effect of cumulative occupational asbestos exposure on time to lung cancer mortality: using structural nested failure-time models to account for healthy-worker survivor bias. Epidemiology. 2014; 25(2):246-254.
30. Robins JM, Blevins D, Ritter G, et al. G-estimation of the effect of prophylaxis therapy for Pneumocystis carinii pneumonia on the survival of AIDS patients. Epidemiology. 1992;3(4): 319-336.
31. Witteman JC, D'Agostino RB, Stijnen T, et al. G-estimation of causal effects: isolated systolic hypertension and cardiovascular death in the Framingham Heart Study. Am J Epidemiol. 1998; 148(4):390-401.
32. Joffe MM, Hoover DR, Jacobson LP, et al. Estimating the effect of zidovudine on Kaposi's sarcoma from observational data using a rank preserving structural failure-time model. Stat Med. 1998;17(10):1073-1102.
33. Keiding N, Filiberti M, Esbjerg S, et al. The graft versus leukemia effect after bone marrow transplantation: a case study using structural nested failure time models. Biometrics. 1999; 55(1):23-28.
34. Korhonen PA, Laird NM, Palmgren J. Correcting for non-compliance in randomized trials: an application to the ATBC Study. Stat Med. 1999;18(21):2879-2897.
35. Cole SR, Chu H. Effect of acyclovir on herpetic ocular recurrence using a structural nested model. Contemp Clin Trials. 2005;26(3):300-310.
36. Li N, Elashoff DA, Robbins WA, et al. A hierarchical zero-inflated log-normal model for skewed responses. Stat Methods Med Res. 2011;20(3):175-189.
37. Robins JM, Hernán MA. Estimation of the causal effects of time-varying exposures. In: Fitzmaurice G, Davidian M, Verbeke G, et al., eds. Longitudinal Data Analysis. Boca Raton, FL: CRC Press; 2009:553-599.
38. Westreich D, Greenland S. The table 2 fallacy: presenting and interpreting confounder and modifier coefficients. Am J Epidemiol. 2013;177(4):292-298.
39. Applebaum KM, Malloy EJ, Eisen EA. Reducing healthy worker survivor bias by restricting date of hire in a cohort study of Vermont granite workers. Occup Environ Med. 2007;64(10): 681-687.
40. Suissa S. Immortal time bias in pharmacoepidemiology. Am J Epidemiol. 2008;167(4):492-499.
41. Tomasek L. Interaction of radon and smoking among Czech uraniumminers. Radiat Prot Dosimetry. 2011;145(2-3):238-242.
42. Leuraud K, Schnelzer M, Tomasek L, et al. Radon, smoking and lung cancer risk: results of a joint analysis of three European case-control studies among uranium miners. Radiat Res. 2011;176(3):375-387.
43. Richardson DB, Cole SR, Langholz B. Regression models for the effects of exposure rate and cumulative exposure. Epidemiology. 2012;23(6):892-899.
44. Pearce N, Checkoway H, Kriebel D. Bias in occupational epidemiology studies. Occup Environ Med. 2007;64(8): 562-568.
45. Lubin JH, Boice JD Jr, Edling C, et al. Radon-exposed underground miners and inverse dose-rate ( protraction enhancement) effects. Health Phys. 1995;69(4):494-500.
46. Allodji RS, Leuraud K, Thiébaut ACM, et al. Impact of measurement error in radon exposure on the estimated excess relative risk of lung cancer death in a simulated study based on the French Uranium Miners' Cohort. Radiat Environ Biophys. 2012;51(2):151-163.
47. Edwards JK, McGrath LJ, Buckley JP, et al. Occupational radon exposure and lung cancer mortality: estimating intervention effects using the parametric g-formula. Epidemiology. 2014; 25(6):829-834.
48. Joffe MM, Yang WP, Feldman H. G-estimation and artificial censoring: problems, challenges, and applications. Biometrics. 2012;68(1):275-286.
49. Langholz B, Thomas D, Xiang A, et al. Latency analysis in epidemiologic studies of occupational exposures: application to the Colorado Plateau uranium miners cohort. Am J Ind Med. 1999;35(3):246-256.
50. Tomasek L. Lung cancer mortality among Czech uranium miners-60 years since exposure. J Radiol Prot. 2012;32(3): 301-314.
51. Armstrong BG. Effect of measurement error on epidemiological studies of environmental and occupational exposures. Occup Environ Med. 1998;55(10):651-656.
52. Stram DO, Langholz B, Huberman M, et al. Correcting for exposure measurement error in a reanalysis of lung cancer mortality for the Colorado Plateau Uranium Miners cohort. Health Phys. 1999;77(3):265-275.
53. Arrighi HM, Hertz-Picciotto I. Controlling the healthy worker survivor effect: an example of arsenic exposure and respiratory cancer. Occup Environ Med. 1996;53(7):455-462.
54. Bergdahl IA, Jonsson H, Eriksson K, et al. Lung cancer and exposure to quartz and diesel exhaust in Swedish iron ore miners with concurrent exposure to radon. Occup Environ Med. 2010;67(8):513-518.