Skip to main content
Top
Published in: Journal of Occupational Medicine and Toxicology 1/2012

Open Access 01-12-2012 | Commentary

Diesel exhaust in miners study: how to understand the findings?

Author: Peter Morfeld

Published in: Journal of Occupational Medicine and Toxicology | Issue 1/2012

Login to get access

Abstract

The Diesel Exhaust in Miners Study (DEMS) is an outstanding epidemiological project on the association between occupational diesel exhaust exposures, measured as long-term respirable elemental carbon (REC) estimates, and lung cancer mortality in a large cohort of US miners. Two articles published recently (Attfield et al. (J Natl Cancer Inst Epub, [2012]), Silverman et al. (J Natl Cancer Inst Epub, [2012])) dsescribed the epidemiological findings. These papers are expected to have considerable impact on the evaluation of the carcinogenic potential of diesel exhaust and, furthermore, on occupational and environmental limit value discussions related to diesel motor emissions and particle exposures. DEMS found remarkable exposure-response relationships between REC exposure estimates and lung cancer mortality - conditional on a pronounced effect of surface vs. underground work on lung cancer risk. If this risk factor is ignored the estimated REC-lung cancer association is attenuated substantially. The authors relied on this risk factor in their main analyses. However, this factor “surface/underground work” remained unexplained. The factor lead the authors to introduce unusual cross-product terms of location and smoking in adjustment procedures and even caused the authors to hypothesize that high REC exposures are protective against lung cancer excess risks due to smoking. To understand the reliability of these conclusions, we should ask basic questions about the data collection process in DEMS: Did the mortality follow-up procedures suffer from errors like those that affected the NCI formaldehyde cohort study? Are the REC and/or smoking data reliable, and are these data collected/constructed in such a way that the procedures allow valid comparisons between surface and underground workers? Without clarifying the issues raised in this Commentary the Diesel Exhaust in Miners Study remains to be difficult to interpret.
Literature
1.
go back to reference Attfield MD, Schleiff PL, Lubin JH, Blair A, Stewart PA, Vermeulen R, Coble JB, Silverman DT: The diesel exhaust in miners study: A cohort mortality study with emphasis on lung cancer. J Natl Cancer Inst 2012. [Epubaheadofprint] Attfield MD, Schleiff PL, Lubin JH, Blair A, Stewart PA, Vermeulen R, Coble JB, Silverman DT: The diesel exhaust in miners study: A cohort mortality study with emphasis on lung cancer. J Natl Cancer Inst 2012. [Epubaheadofprint]
2.
go back to reference Silverman DT, Samanic CM, Lubin JH, Blair AE, Stewart PA, Vermeulen R, Coble JB, Rothman N, Schleiff PL, Travis WD, et al.: The diesel exhaust in miners study: a nested case–control study of lung cancer and diesel exhaust. J Natl Cancer Inst 2012. [Epubaheadofprint] Silverman DT, Samanic CM, Lubin JH, Blair AE, Stewart PA, Vermeulen R, Coble JB, Rothman N, Schleiff PL, Travis WD, et al.: The diesel exhaust in miners study: a nested case–control study of lung cancer and diesel exhaust. J Natl Cancer Inst 2012. [Epubaheadofprint]
3.
go back to reference Hauptmann M, Lubin JH, Stewart PA, Hayes RB, Blair A: Mortality from lymphohematopoietic malignancies among workers in formaldehyde industries. J Natl Cancer Inst 2003,95(21):1615–1623. 10.1093/jnci/djg083CrossRefPubMed Hauptmann M, Lubin JH, Stewart PA, Hayes RB, Blair A: Mortality from lymphohematopoietic malignancies among workers in formaldehyde industries. J Natl Cancer Inst 2003,95(21):1615–1623. 10.1093/jnci/djg083CrossRefPubMed
4.
go back to reference Marsh GM, Youk AO: Reevaluation of mortality risks from leukemia in the formaldehyde cohort study of the National Cancer Institute. Regul Toxicol Pharmacol 2004,40(2):113–124. 10.1016/j.yrtph.2004.05.012CrossRefPubMed Marsh GM, Youk AO: Reevaluation of mortality risks from leukemia in the formaldehyde cohort study of the National Cancer Institute. Regul Toxicol Pharmacol 2004,40(2):113–124. 10.1016/j.yrtph.2004.05.012CrossRefPubMed
5.
go back to reference Beane Freeman LE, Blair A, Lubin JH, Stewart PA, Hayes RB, Hoover RN, Hauptmann M: Mortality from lymphohematopoietic malignancies among workers in formaldehyde industries: the national cancer institute cohort. J Natl Cancer Inst 2009,101(10):751–761. 10.1093/jnci/djp096PubMedCentralCrossRefPubMed Beane Freeman LE, Blair A, Lubin JH, Stewart PA, Hayes RB, Hoover RN, Hauptmann M: Mortality from lymphohematopoietic malignancies among workers in formaldehyde industries: the national cancer institute cohort. J Natl Cancer Inst 2009,101(10):751–761. 10.1093/jnci/djp096PubMedCentralCrossRefPubMed
7.
go back to reference Marsh GM, Youk AO, Morfeld P, Collins JJ, Symons JM: Incomplete follow-up in the National Cancer Institute's formaldehyde worker study and the impact on subsequent reanalyses and causal evaluations. Regul Toxicol Pharmacol 2010, 58: 233–236. 10.1016/j.yrtph.2010.06.001CrossRefPubMed Marsh GM, Youk AO, Morfeld P, Collins JJ, Symons JM: Incomplete follow-up in the National Cancer Institute's formaldehyde worker study and the impact on subsequent reanalyses and causal evaluations. Regul Toxicol Pharmacol 2010, 58: 233–236. 10.1016/j.yrtph.2010.06.001CrossRefPubMed
8.
go back to reference Hauptmann M, Lubin JH, Stewart PA, Hayes RB, Blair A: Mortality from solid cancers among workers in formaldehyde industries. Am J Epidemiol 2004,159(12):1117–1130. 10.1093/aje/kwh174CrossRefPubMed Hauptmann M, Lubin JH, Stewart PA, Hayes RB, Blair A: Mortality from solid cancers among workers in formaldehyde industries. Am J Epidemiol 2004,159(12):1117–1130. 10.1093/aje/kwh174CrossRefPubMed
9.
go back to reference StataCorp: Stata statistical software: release 11. College Station, Texas, USA: StataCorp LP; 2011 [http://stata.com] (24Apr2012,datelastaccessed) StataCorp: Stata statistical software: release 11. College Station, Texas, USA: StataCorp LP; 2011 [http://​stata.​com] (24Apr2012,datelastaccessed)
10.
go back to reference Borak J, Bunn WB, Chase GR, Hall TA, Head HJ, Hesterberg TW, Sirianni G, Slavin TJ: Letter to the editor: Comments on the diesel exhaust in miners study. Ann Occup Hyg 2011,55(3):339–342. author reply 343–346 10.1093/annhyg/mer005CrossRefPubMed Borak J, Bunn WB, Chase GR, Hall TA, Head HJ, Hesterberg TW, Sirianni G, Slavin TJ: Letter to the editor: Comments on the diesel exhaust in miners study. Ann Occup Hyg 2011,55(3):339–342. author reply 343–346 10.1093/annhyg/mer005CrossRefPubMed
11.
go back to reference Stewart PA, Coble JB, Vermeulen R, Blair A, Lubin J, Attfield M, Silverman DT: Reply to Borak et al. Ann Occup Hyg 2011,55(3):343–346. 10.1093/annhyg/mer006CrossRef Stewart PA, Coble JB, Vermeulen R, Blair A, Lubin J, Attfield M, Silverman DT: Reply to Borak et al. Ann Occup Hyg 2011,55(3):343–346. 10.1093/annhyg/mer006CrossRef
12.
go back to reference Lash TL, Fink AK: Semi-automated sensitivity analysis to assess systematic errors in observational data. Epidemiol 2003,14(4):451–458. Lash TL, Fink AK: Semi-automated sensitivity analysis to assess systematic errors in observational data. Epidemiol 2003,14(4):451–458.
13.
go back to reference Morfeld P, McCunney RJ: Bayesian bias adjustments of the lung cancer SMR in a cohort of German carbon black production workers. J Occup Med Toxicol 2010,5(1):23. 10.1186/1745-6673-5-23PubMedCentralCrossRefPubMed Morfeld P, McCunney RJ: Bayesian bias adjustments of the lung cancer SMR in a cohort of German carbon black production workers. J Occup Med Toxicol 2010,5(1):23. 10.1186/1745-6673-5-23PubMedCentralCrossRefPubMed
14.
go back to reference Rothman KJ, Greenland S, Lash TL: Modern epidemiology. 3rd edition. Lippincott Williams & Wilkins, Philadelphia; 2008. Rothman KJ, Greenland S, Lash TL: Modern epidemiology. 3rd edition. Lippincott Williams & Wilkins, Philadelphia; 2008.
15.
go back to reference Sorahan T, Hamilton L, van Tongeren M, Gardiner K, Harrington JM: A cohort mortality study of U.K. carbon black workers, 1951–1996. Am J Ind Med 2001,39(2):158–170. 10.1002/1097-0274(200102)39:2<158::AID-AJIM1003>3.0.CO;2-LCrossRefPubMed Sorahan T, Hamilton L, van Tongeren M, Gardiner K, Harrington JM: A cohort mortality study of U.K. carbon black workers, 1951–1996. Am J Ind Med 2001,39(2):158–170. 10.1002/1097-0274(200102)39:2<158::AID-AJIM1003>3.0.CO;2-LCrossRefPubMed
16.
go back to reference Vach W, Blettner M: Biased estimation of the odds ratio in case–control studies due to the use of ad hoc methods of correcting for missing values for confounding variables. Am J Epidemiol 1991,134(8):895–907.PubMed Vach W, Blettner M: Biased estimation of the odds ratio in case–control studies due to the use of ad hoc methods of correcting for missing values for confounding variables. Am J Epidemiol 1991,134(8):895–907.PubMed
17.
go back to reference Royston P, Altman DG, Sauerbrei W: Dichotomizing continuous predictors in multiple regression: a bad idea. Stat Med 2006,25(1):127–141. 10.1002/sim.2331CrossRefPubMed Royston P, Altman DG, Sauerbrei W: Dichotomizing continuous predictors in multiple regression: a bad idea. Stat Med 2006,25(1):127–141. 10.1002/sim.2331CrossRefPubMed
18.
go back to reference Desquilbet L, Mariotti F: Dose–response analyses using restricted cubic spline functions in public health research. Stat Med 2010,29(9):1037–1057.PubMed Desquilbet L, Mariotti F: Dose–response analyses using restricted cubic spline functions in public health research. Stat Med 2010,29(9):1037–1057.PubMed
19.
go back to reference Burnham KP, Anderson DR: Model Selection and Multimodel Inference. A Practical Information-Theoretic Approach. 2nd edition. Springer Science + Business Media, LLC, New York; 2002. Burnham KP, Anderson DR: Model Selection and Multimodel Inference. A Practical Information-Theoretic Approach. 2nd edition. Springer Science + Business Media, LLC, New York; 2002.
20.
go back to reference Neumeyer-Gromen A, Razum O, Kersten N, Seidler A, Zeeb H: Diesel motor emissions and lung cancer mortality–results of the second follow-up of a cohort study in potash miners. Int J Cancer 2009,124(8):1900–1906. 10.1002/ijc.24127CrossRefPubMed Neumeyer-Gromen A, Razum O, Kersten N, Seidler A, Zeeb H: Diesel motor emissions and lung cancer mortality–results of the second follow-up of a cohort study in potash miners. Int J Cancer 2009,124(8):1900–1906. 10.1002/ijc.24127CrossRefPubMed
21.
go back to reference Möhner M, Kersten N, Gellissen J: Zum Einfluss von Dieselmotoremissionen auf das Lungenkrebsrisiko - Reanalyse einer Kohortenstudie im Kalibergbau. Arbeitsmed Sozialmed Umweltmed 2012,47(3):150. Möhner M, Kersten N, Gellissen J: Zum Einfluss von Dieselmotoremissionen auf das Lungenkrebsrisiko - Reanalyse einer Kohortenstudie im Kalibergbau. Arbeitsmed Sozialmed Umweltmed 2012,47(3):150.
Metadata
Title
Diesel exhaust in miners study: how to understand the findings?
Author
Peter Morfeld
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Journal of Occupational Medicine and Toxicology / Issue 1/2012
Electronic ISSN: 1745-6673
DOI
https://doi.org/10.1186/1745-6673-7-10

Other articles of this Issue 1/2012

Journal of Occupational Medicine and Toxicology 1/2012 Go to the issue