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. 2002 Nov;59(11):723–728. doi: 10.1136/oem.59.11.723

Exposure-response analysis and risk assessment for silica and silicosis mortality in a pooled analysis of six cohorts

M 't 1, K Steenland 1, M Attfield 1, P Boffetta 1, H Checkoway 1, N DeKlerk 1, R Koskela 1
PMCID: PMC1740236  PMID: 12409529

Abstract

Aims: To study the relation between exposure to crystalline silica and silicosis mortality. Although mortality is an important endpoint for regulators, there have been no exposure-response studies for silicosis mortality, because of the relative rareness of silicosis as an underlying cause of death, and the limited availability of quantitative exposure estimates.

Methods: Data from six occupational cohorts were pooled with good retrospective exposure data in which 170 deaths from silicosis were reported. Standard life table analyses, nested case-control analyses, and risk assessment were performed.

Results: The rate of silicosis mortality in the combined data was 28/100 000 py, increasing in nearly monotonic fashion from 4.7/100 000 for exposure of 0–0.99 mg/m3-years to 233/100 000 for exposure of >28.1 mg/m3-years. The estimated risk of death up to age 65 from silicosis after 45 years of exposure at 0.1 mg/m3 silica (the current standard in many countries) was 13 per 1000, while the estimated risk at an exposure of 0.05 mg/m3 was 6 per 1000. Both of these risks are above the risk of 1 per 1000 typically deemed acceptable by the US OSHA.

Conclusion: The findings from this pooled analysis add further support to the need to control silica exposure and to lower the occupational standards. Our estimates of lifetime silicosis mortality risk are probably underestimates as, in addition to exposure misclassification, our study might have suffered from outcome misclassification in that silicosis deaths might have been coded to other related causes, such as tuberculosis or chronic obstructive pulmonary disease.

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Selected References

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  1. Checkoway H., Heyer N. J., Seixas N. S., Welp E. A., Demers P. A., Hughes J. M., Weill H. Dose-response associations of silica with nonmalignant respiratory disease and lung cancer mortality in the diatomaceous earth industry. Am J Epidemiol. 1997 Apr 15;145(8):680–688. doi: 10.1093/aje/145.8.680. [DOI] [PubMed] [Google Scholar]
  2. Chen J., McLaughlin J. K., Zhang J. Y., Stone B. J., Luo J., Chen R. A., Dosemeci M., Rexing S. H., Wu Z., Hearl F. J. Mortality among dust-exposed Chinese mine and pottery workers. J Occup Med. 1992 Mar;34(3):311–316. doi: 10.1097/00043764-199203000-00017. [DOI] [PubMed] [Google Scholar]
  3. Chen W., Zhuang Z., Attfield M. D., Chen B. T., Gao P., Harrison J. C., Fu C., Chen J. Q., Wallace W. E. Exposure to silica and silicosis among tin miners in China: exposure-response analyses and risk assessment. Occup Environ Med. 2001 Jan;58(1):31–37. doi: 10.1136/oem.58.1.31. [DOI] [PMC free article] [PubMed] [Google Scholar]
  4. Costello J., Graham W. G. Vermont granite workers' mortality study. Am J Ind Med. 1988;13(4):483–497. doi: 10.1002/ajim.4700130408. [DOI] [PubMed] [Google Scholar]
  5. Cottrell A., Schwartz E., Sokas R., Kofie V., Welch L. Surveillance of sentinel occupational mortality in the District of Columbia: 1980 to 1987. Am J Public Health. 1992 Jan;82(1):117–119. doi: 10.2105/ajph.82.1.117. [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Davis L. K., Wegman D. H., Monson R. R., Froines J. Mortality experience of Vermont granite workers. Am J Ind Med. 1983;4(6):705–723. doi: 10.1002/ajim.4700040604. [DOI] [PubMed] [Google Scholar]
  7. Eisen E. A., Smith T. J., Wegman D. H., Louis T. A., Froines J. Estimation of long term dust exposures in the Vermont granite sheds. Am Ind Hyg Assoc J. 1984 Feb;45(2):89–94. doi: 10.1080/15298668491399424. [DOI] [PubMed] [Google Scholar]
  8. Finkelstein M. M. Silicosis surveillance in Ontario: detection rates, modifying factors, and screening intervals. Am J Ind Med. 1994 Feb;25(2):257–266. doi: 10.1002/ajim.4700250212. [DOI] [PubMed] [Google Scholar]
  9. Greaves I. A. Not-so-simple silicosis: a case for public health action. Am J Ind Med. 2000 Mar;37(3):245–251. doi: 10.1002/(sici)1097-0274(200003)37:3<245::aid-ajim1>3.0.co;2-2. [DOI] [PubMed] [Google Scholar]
  10. Harrell F. E., Jr, Lee K. L., Pollock B. G. Regression models in clinical studies: determining relationships between predictors and response. J Natl Cancer Inst. 1988 Oct 5;80(15):1198–1202. doi: 10.1093/jnci/80.15.1198. [DOI] [PubMed] [Google Scholar]
  11. Hnizdo E., Murray J., Klempman S. Lung cancer in relation to exposure to silica dust, silicosis and uranium production in South African gold miners. Thorax. 1997 Mar;52(3):271–275. doi: 10.1136/thx.52.3.271. [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Hnizdo E., Sluis-Cremer G. K. Risk of silicosis in a cohort of white South African gold miners. Am J Ind Med. 1993 Oct;24(4):447–457. doi: 10.1002/ajim.4700240409. [DOI] [PubMed] [Google Scholar]
  13. Hnizdo E., Sluis-Cremer G. K. Silica exposure, silicosis, and lung cancer: a mortality study of South African gold miners. Br J Ind Med. 1991 Jan;48(1):53–60. doi: 10.1136/oem.48.1.53. [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Hughes J. M., Weill H., Checkoway H., Jones R. N., Henry M. M., Heyer N. J., Seixas N. S., Demers P. A. Radiographic evidence of silicosis risk in the diatomaceous earth industry. Am J Respir Crit Care Med. 1998 Sep;158(3):807–814. doi: 10.1164/ajrccm.158.3.9709103. [DOI] [PubMed] [Google Scholar]
  15. Kauppinen T., Toikkanen J., Pedersen D., Young R., Ahrens W., Boffetta P., Hansen J., Kromhout H., Maqueda Blasco J., Mirabelli D. Occupational exposure to carcinogens in the European Union. Occup Environ Med. 2000 Jan;57(1):10–18. doi: 10.1136/oem.57.1.10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Koskela R. S., Klockars M., Järvinen E., Kolari P. J., Rossi A. Cancer mortality of granite workers. Scand J Work Environ Health. 1987 Feb;13(1):26–31. doi: 10.5271/sjweh.2088. [DOI] [PubMed] [Google Scholar]
  17. Koskela R. S., Klockars M., Järvinen E., Kolari P. J., Rossi A. Mortality and disability among granite workers. Scand J Work Environ Health. 1987 Feb;13(1):18–25. doi: 10.5271/sjweh.2085. [DOI] [PubMed] [Google Scholar]
  18. Koskela R. S., Klockars M., Laurent H., Holopainen M. Silica dust exposure and lung cancer. Scand J Work Environ Health. 1994 Dec;20(6):407–416. doi: 10.5271/sjweh.1380. [DOI] [PubMed] [Google Scholar]
  19. Kreiss K., Zhen B. Risk of silicosis in a Colorado mining community. Am J Ind Med. 1996 Nov;30(5):529–539. doi: 10.1002/(SICI)1097-0274(199611)30:5<529::AID-AJIM2>3.0.CO;2-O. [DOI] [PubMed] [Google Scholar]
  20. McLaughlin J. K., Chen J. Q., Dosemeci M., Chen R. A., Rexing S. H., Wu Z., Hearl F. J., McCawley M. A., Blot W. J. A nested case-control study of lung cancer among silica exposed workers in China. Br J Ind Med. 1992 Mar;49(3):167–171. doi: 10.1136/oem.49.3.167. [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Park R., Rice F., Stayner L., Smith R., Gilbert S., Checkoway H. Exposure to crystalline silica, silicosis, and lung disease other than cancer in diatomaceous earth industry workers: a quantitative risk assessment. Occup Environ Med. 2002 Jan;59(1):36–43. doi: 10.1136/oem.59.1.36. [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Rodricks J. V., Brett S. M., Wrenn G. C. Significant risk decisions in federal regulatory agencies. Regul Toxicol Pharmacol. 1987 Sep;7(3):307–320. doi: 10.1016/0273-2300(87)90038-9. [DOI] [PubMed] [Google Scholar]
  23. Rosenman K. D., Reilly M. J., Rice C., Hertzberg V., Tseng C. Y., Anderson H. A. Silicosis among foundry workers. Implication for the need to revise the OSHA standard. Am J Epidemiol. 1996 Nov 1;144(9):890–900. doi: 10.1093/oxfordjournals.aje.a009023. [DOI] [PubMed] [Google Scholar]
  24. Sanderson W. T., Steenland K., Deddens J. A. Historical respirable quartz exposures of industrial sand workers: 1946-1996. Am J Ind Med. 2000 Oct;38(4):389–398. doi: 10.1002/1097-0274(200010)38:4<389::aid-ajim4>3.0.co;2-j. [DOI] [PubMed] [Google Scholar]
  25. Seixas N. S., Heyer N. J., Welp E. A., Checkoway H. Quantification of historical dust exposures in the diatomaceous earth industry. Ann Occup Hyg. 1997 Oct;41(5):591–604. doi: 10.1016/S0003-4878(97)00009-4. [DOI] [PubMed] [Google Scholar]
  26. Steenland K., Brown D. Mortality study of gold miners exposed to silica and nonasbestiform amphibole minerals: an update with 14 more years of follow-up. Am J Ind Med. 1995 Feb;27(2):217–229. doi: 10.1002/ajim.4700270207. [DOI] [PubMed] [Google Scholar]
  27. Steenland K., Brown D. Silicosis among gold miners: exposure--response analyses and risk assessment. Am J Public Health. 1995 Oct;85(10):1372–1377. doi: 10.2105/ajph.85.10.1372. [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Steenland K., Deddens J. A. Increased precision using countermatching in nested case-control studies. Epidemiology. 1997 May;8(3):238–242. doi: 10.1097/00001648-199705000-00002. [DOI] [PubMed] [Google Scholar]
  29. Steenland K., Deddens J., Stayner L. Diesel exhaust and lung cancer in the trucking industry: exposure-response analyses and risk assessment. Am J Ind Med. 1998 Sep;34(3):220–228. doi: 10.1002/(sici)1097-0274(199809)34:3<220::aid-ajim3>3.0.co;2-z. [DOI] [PubMed] [Google Scholar]
  30. Steenland K., Mannetje A., Boffetta P., Stayner L., Attfield M., Chen J., Dosemeci M., DeKlerk N., Hnizdo E., Koskela R. Pooled exposure-response analyses and risk assessment for lung cancer in 10 cohorts of silica-exposed workers: an IARC multicentre study. Cancer Causes Control. 2001 Nov;12(9):773–784. doi: 10.1023/a:1012214102061. [DOI] [PubMed] [Google Scholar]
  31. Steenland K., Piacitelli L., Deddens J., Fingerhut M., Chang L. I. Cancer, heart disease, and diabetes in workers exposed to 2,3,7,8-tetrachlorodibenzo-p-dioxin. J Natl Cancer Inst. 1999 May 5;91(9):779–786. doi: 10.1093/jnci/91.9.779. [DOI] [PubMed] [Google Scholar]
  32. Steenland K., Sanderson W. Lung cancer among industrial sand workers exposed to crystalline silica. Am J Epidemiol. 2001 Apr 1;153(7):695–703. doi: 10.1093/aje/153.7.695. [DOI] [PubMed] [Google Scholar]
  33. Theriault G. P., Burgess W. A., DiBerardinis L. J., Peters J. M. Dust exposure in the Vermont granite sheds. Arch Environ Health. 1974 Jan;28(1):12–17. doi: 10.1080/00039896.1974.10666425. [DOI] [PubMed] [Google Scholar]
  34. de Klerk N. H., Musk A. W. Silica, compensated silicosis, and lung cancer in Western Australian goldminers. Occup Environ Med. 1998 Apr;55(4):243–248. doi: 10.1136/oem.55.4.243. [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. de Klerk N. H., Musk A. W., Tetlow S., Hansen J., Eccles J. L. Preliminary study of lung cancer mortality among Western Australian gold miners exposed to silica. Scand J Work Environ Health. 1995;21 (Suppl 2):66–68. [PubMed] [Google Scholar]

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