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Erschienen in: International Archives of Occupational and Environmental Health 1/2020

01.08.2019 | Original Article

The impact of different approaches to exposure assessment on understanding non-malignant respiratory disease risk in taconite miners

verfasst von: Nnaemeka U. Odo, Jeffrey H. Mandel, Bruce H. Alexander, David M. Perlman, Richard F. MacLehose, Gurumurthy Ramachandran, Andrew D. Ryan, Yuan Shao

Erschienen in: International Archives of Occupational and Environmental Health | Ausgabe 1/2020

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Abstract

Introduction

We examined the association between cumulative silica exposures in taconite mining and non-malignant respiratory disease (NMRD) using a comprehensive assessment of current and historical exposure measurements in a cross-sectional study of Minnesota taconite mining workers. We also explored the impact of exposure measurement methods by comparing estimated exposure risk from two different exposure measurement modeling approaches.

Methods

Miners were screened with an occupational and medical history questionnaire, spirometry testing and chest x-rays per ILO guidelines. Current and historical occupational exposure assessments were obtained, the former measuring about 679 personal samples over the period of the study for respirable dusts, including silica, in 28 major job functions. Cumulative silica exposure ((mg/m3) × years) was estimated as a cumulative product of time worked and year-specific silica job exposure concentrations. Chest x-ray abnormalities were based on B-reader agreement with a third B-reader for arbitration. Forced vital capacity (FVC) less than lower limits of normal for age, height, race and gender was used to determine spirometric restrictive ventilatory defect (RVD). Prevalence ratios (PR) of exposure-outcome associations, with 95% confidence intervals (CI), were estimated using multivariate Poisson regression.

Results

Cumulative silica exposure was associated with RVD prevalence (PR = 1.41, 95% CI = 1.09–1.81) and prevalence of parenchymal abnormalities on chest x-ray (PR = 1.30, 95% CI = 1.00–1.69) using exposure estimates based primarily on current study measurements, and assuming unchanged historical exposure trend. Conversely, when exposures were defined incorporating available actual historical values, no associations were observed between silica exposure and either RVD (PR = 0.76, 95% CI = 0.41–1.40) or parenchymal (PR = 0.87, 95% CI = 0.45–1.70) outcomes.

Conclusions

This study demonstrated that the estimated association between silica dust exposure and lung disease is highly sensitive to the approach used to estimate cumulative exposure. Cumulative values based on conservative estimates of past exposure, modeled from recently measured respirable silica, showed an association with restriction RVD on spirometry. Silica exposure was also significantly associated with increased parenchymal findings on chest x-ray using this approach. Conversely, these findings were absent when actual available historical data was used to estimate cumulative silica exposure. These differences highlight the challenges with estimating occupational dust exposure, the potential impact on calculated exposure risk and the need for long term quality exposure data gathering in industries prone to risk from inhaled respirable dusts.
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Literatur
Zurück zum Zitat ATS (1995) Standardization of spirometry: 1994 update. Am J Respir Crit Care Med 152(3):1107–1136CrossRef ATS (1995) Standardization of spirometry: 1994 update. Am J Respir Crit Care Med 152(3):1107–1136CrossRef
Zurück zum Zitat Balmes JR, Speizer FE (2012) Occupational and environmental lung disease. Chap. 256 in harrison’s principles of internal medicine, 18th edn. McGraw-Hill, New York Balmes JR, Speizer FE (2012) Occupational and environmental lung disease. Chap. 256 in harrison’s principles of internal medicine, 18th edn. McGraw-Hill, New York
Zurück zum Zitat Bateson TF, Kopylev L (2015) Influence of exposure assessment and parameterization on exposure response. Aspects of epidemiologic cohort analysis using the Libby Amphibole asbestos worker cohort. J Expo Sci Environ Epidemiol 25(1):12CrossRef Bateson TF, Kopylev L (2015) Influence of exposure assessment and parameterization on exposure response. Aspects of epidemiologic cohort analysis using the Libby Amphibole asbestos worker cohort. J Expo Sci Environ Epidemiol 25(1):12CrossRef
Zurück zum Zitat Blackley DJ et al (2018) Progressive massive fibrosis in coal miners from 3 clinics in Virginia. JAMA 319(5):500–501CrossRef Blackley DJ et al (2018) Progressive massive fibrosis in coal miners from 3 clinics in Virginia. JAMA 319(5):500–501CrossRef
Zurück zum Zitat Chen S-Y, Hayes RB, Wang J-M, Liang SR, Blair A (1989) Nonmalignant respiratory disease among hematite mine workers in China. Scand J Work Environ Health 15(5):319–322CrossRef Chen S-Y, Hayes RB, Wang J-M, Liang SR, Blair A (1989) Nonmalignant respiratory disease among hematite mine workers in China. Scand J Work Environ Health 15(5):319–322CrossRef
Zurück zum Zitat Clark TC, Harrington VA, Asta J, Morgan WK, Sargent EN (1980) Respiratory effects of exposure to dust in taconite mining and processing. Am Rev Respir Dis 121(6):959–966 Clark TC, Harrington VA, Asta J, Morgan WK, Sargent EN (1980) Respiratory effects of exposure to dust in taconite mining and processing. Am Rev Respir Dis 121(6):959–966
Zurück zum Zitat Coutinho L, Scazufca M, Menezes PR (2008) Methods for estimating prevalence ratios in cross-sectional studies. Revista de Saúde Pública 42(6):992–998CrossRef Coutinho L, Scazufca M, Menezes PR (2008) Methods for estimating prevalence ratios in cross-sectional studies. Revista de Saúde Pública 42(6):992–998CrossRef
Zurück zum Zitat Dahmann D et al (2008) Assessment of exposure in epidemiological studies: the example of silica dust. J Expo Sci Environ Epidemiol 18(5):452CrossRef Dahmann D et al (2008) Assessment of exposure in epidemiological studies: the example of silica dust. J Expo Sci Environ Epidemiol 18(5):452CrossRef
Zurück zum Zitat Eakin EG, Prewitt LM, Ries AL, Kaplan RM (1994) Validation of the UCSD shortness of breath questionnaire. J Cardiopulm Rehabil Prev 14(5):322CrossRef Eakin EG, Prewitt LM, Ries AL, Kaplan RM (1994) Validation of the UCSD shortness of breath questionnaire. J Cardiopulm Rehabil Prev 14(5):322CrossRef
Zurück zum Zitat Farzaneh MR, Jamshidiha F, Kowsarian S (2009) Inhalational lung disease. Int J Occup Environ Med 1:11–20 Farzaneh MR, Jamshidiha F, Kowsarian S (2009) Inhalational lung disease. Int J Occup Environ Med 1:11–20
Zurück zum Zitat Ferris BG (1978) Epidemiology standardization project. Am Rev Respir Dis 118(6 Pt 2):1–120 Ferris BG (1978) Epidemiology standardization project. Am Rev Respir Dis 118(6 Pt 2):1–120
Zurück zum Zitat Gelman A, Hill J (2007) Data analysis using regression and multilevel/hierarchical models. Cambridge University Press, Cambridge Gelman A, Hill J (2007) Data analysis using regression and multilevel/hierarchical models. Cambridge University Press, Cambridge
Zurück zum Zitat Haibing Y, Lei Y, Junyue Z, Jingqiong C (2006) Natural course of silicosis in dust-exposed workers. J Huazhong Univ Sci Technol [Med Sci] 26(2):257–260CrossRef Haibing Y, Lei Y, Junyue Z, Jingqiong C (2006) Natural course of silicosis in dust-exposed workers. J Huazhong Univ Sci Technol [Med Sci] 26(2):257–260CrossRef
Zurück zum Zitat Hankinson JL, Odencrantz JR, Fedan KB (1999) Spirometric reference values from a sample of the general US population. Am J Respir Crit Care Med 159(1):179–187CrossRef Hankinson JL, Odencrantz JR, Fedan KB (1999) Spirometric reference values from a sample of the general US population. Am J Respir Crit Care Med 159(1):179–187CrossRef
Zurück zum Zitat Higgins ITT, Glassman JH, Oh MS, Cornell RG (1983) Mortality of reserve mining company employees in relation to taconite dust exposure. Am J Epidemiol 118(5):710–719CrossRef Higgins ITT, Glassman JH, Oh MS, Cornell RG (1983) Mortality of reserve mining company employees in relation to taconite dust exposure. Am J Epidemiol 118(5):710–719CrossRef
Zurück zum Zitat Hwang Jooyeon (2013) Assessing present-day and historical exposures of workers to taconite dust in the iron mining industry in northeastern Minnesota. University of Minnesota, Minneapolis Hwang Jooyeon (2013) Assessing present-day and historical exposures of workers to taconite dust in the iron mining industry in northeastern Minnesota. University of Minnesota, Minneapolis
Zurück zum Zitat Hwang J, Ramachandran G, Raynor PC, Alexander BH, Mandel JH (2013) Comprehensive assessment of exposures to elongate mineral particles in the taconite mining industry. Ann Occup Hyg 57(8):966–978 Hwang J, Ramachandran G, Raynor PC, Alexander BH, Mandel JH (2013) Comprehensive assessment of exposures to elongate mineral particles in the taconite mining industry. Ann Occup Hyg 57(8):966–978
Zurück zum Zitat Hwang J, Ramachandran G, Raynor PC, Alexander BH, Mandel JH (2017) A comprehensive assessment of exposures to respirable dust and silica in the taconite mining industry. J Occup Environ Hyg 14(5):377–388CrossRef Hwang J, Ramachandran G, Raynor PC, Alexander BH, Mandel JH (2017) A comprehensive assessment of exposures to respirable dust and silica in the taconite mining industry. J Occup Environ Hyg 14(5):377–388CrossRef
Zurück zum Zitat IARC (1997) Silica, some silicates, coal dust, and para-aramid fibrils. World Health Organization, Lyon IARC (1997) Silica, some silicates, coal dust, and para-aramid fibrils. World Health Organization, Lyon
Zurück zum Zitat ILO (2002) Guidelines for the use of the international classification of radiographs of pneumoconioses, Revised edition 2000. International Labor Office, Geneva ILO (2002) Guidelines for the use of the international classification of radiographs of pneumoconioses, Revised edition 2000. International Labor Office, Geneva
Zurück zum Zitat Jones PW, Quirk FH, Baveystock CM (1991) The St George’s respiratory questionnaire. Respir Med 85:25–31CrossRef Jones PW, Quirk FH, Baveystock CM (1991) The St George’s respiratory questionnaire. Respir Med 85:25–31CrossRef
Zurück zum Zitat Jurek AM, Greenland S, Maldonado G (2008) Brief report: how far from non-differential does exposure or disease misclassification have to be to bias measures of association away from the null? Int J Epidemiol 37(2):382–385CrossRef Jurek AM, Greenland S, Maldonado G (2008) Brief report: how far from non-differential does exposure or disease misclassification have to be to bias measures of association away from the null? Int J Epidemiol 37(2):382–385CrossRef
Zurück zum Zitat Kreiss K, Greenberg LM, Kogut SJH, Lezotte DC, Irvin CG, Cherniack RM (1989) Hard-rock mining exposures affect smokers and nonsmokers differently. Am Rev Respir Dis 139:1487–1493CrossRef Kreiss K, Greenberg LM, Kogut SJH, Lezotte DC, Irvin CG, Cherniack RM (1989) Hard-rock mining exposures affect smokers and nonsmokers differently. Am Rev Respir Dis 139:1487–1493CrossRef
Zurück zum Zitat Kriebel David, Checkoway Harvey, Pearce Neil (2007) Exposure and dose modelling in occupational epidemiology. Occupational and environmental medicine (BMJ Publishing Group Ltd) 64(7):492–498CrossRef Kriebel David, Checkoway Harvey, Pearce Neil (2007) Exposure and dose modelling in occupational epidemiology. Occupational and environmental medicine (BMJ Publishing Group Ltd) 64(7):492–498CrossRef
Zurück zum Zitat Larson TC, Lewin M, Gottschall EB, Antao VC, Kapil V, Rose CS (2012) Associations between radiographic findings and spirometry in a community exposed to Libby amphibole. Occup Environ Med 69(5):361–366CrossRef Larson TC, Lewin M, Gottschall EB, Antao VC, Kapil V, Rose CS (2012) Associations between radiographic findings and spirometry in a community exposed to Libby amphibole. Occup Environ Med 69(5):361–366CrossRef
Zurück zum Zitat Lederer DJ et al (2009) Cigarette smoking is associated with subclinical parenchymal lung disease: the multi-ethnic study of atherosclerosis (MESA)—lung study. Am J Respir Crit Care Med 180(5):407–414CrossRef Lederer DJ et al (2009) Cigarette smoking is associated with subclinical parenchymal lung disease: the multi-ethnic study of atherosclerosis (MESA)—lung study. Am J Respir Crit Care Med 180(5):407–414CrossRef
Zurück zum Zitat Lenters V et al (2011) A meta-analysis of asbestos and lung cancer: is better quality exposure assessment associated with steeper slopes of the exposure–response relationships? Environ Health Perspect 119(11):1547CrossRef Lenters V et al (2011) A meta-analysis of asbestos and lung cancer: is better quality exposure assessment associated with steeper slopes of the exposure–response relationships? Environ Health Perspect 119(11):1547CrossRef
Zurück zum Zitat Odo NU, Mandel JH, Perlman DM, Alexander BH, Scanlon PD (2013) Estimates of restrictive ventilatory defect in the mining industry. Considerations for epidemiological investigations: a cross-sectional study. BMJ Open 3(7):e002561CrossRef Odo NU, Mandel JH, Perlman DM, Alexander BH, Scanlon PD (2013) Estimates of restrictive ventilatory defect in the mining industry. Considerations for epidemiological investigations: a cross-sectional study. BMJ Open 3(7):e002561CrossRef
Zurück zum Zitat Pearce Neil, Checkoway Harvey, Kriebel David (2007) Bias in occupational epidemiology studies. Occup Environ Med 64(8):562–568CrossRef Pearce Neil, Checkoway Harvey, Kriebel David (2007) Bias in occupational epidemiology studies. Occup Environ Med 64(8):562–568CrossRef
Zurück zum Zitat Perlman D et al (2018) Pleural abnormalities and exposure to elongate mineral particles in Minnesota iron ore (taconite) workers. Am J Ind Med 61(5):391–399CrossRef Perlman D et al (2018) Pleural abnormalities and exposure to elongate mineral particles in Minnesota iron ore (taconite) workers. Am J Ind Med 61(5):391–399CrossRef
Zurück zum Zitat Ross MH, Murray J (2004) Occupational respiratory disease in mining. Occup Med 54(5):304–310CrossRef Ross MH, Murray J (2004) Occupational respiratory disease in mining. Occup Med 54(5):304–310CrossRef
Zurück zum Zitat Santamaria F et al (2011) Obesity duration is associated to pulmonary function impairment in obese subjects. Obesity 19(8):1623–1628CrossRef Santamaria F et al (2011) Obesity duration is associated to pulmonary function impairment in obese subjects. Obesity 19(8):1623–1628CrossRef
Zurück zum Zitat Sheehy, John W, and Charles E McJilton. “Development of a model to aid in reconstruction of historical silica dust exposures in the taconite industry.” The American Industrial Hygiene Association Journal (Taylor & Francis) 48, no. 11 (1987): 914-918 Sheehy, John W, and Charles E McJilton. “Development of a model to aid in reconstruction of historical silica dust exposures in the taconite industry.” The American Industrial Hygiene Association Journal (Taylor & Francis) 48, no. 11 (1987): 914-918
Zurück zum Zitat Spiegelman Donna, Hertzmark Ellen (2005) Easy SAS calculations for risk or prevalence ratios and differences. Am J Epidemiol 162(3):199–200CrossRef Spiegelman Donna, Hertzmark Ellen (2005) Easy SAS calculations for risk or prevalence ratios and differences. Am J Epidemiol 162(3):199–200CrossRef
Zurück zum Zitat Sheehy JW, McJilton CE (1990) Reconstruction of thirty years of free silica dust exposure in the taconite industry. VIIth International Pneumoconiosis Conference, Part II. Sampling and control of mineral dust, Pittsburgh, pp 1001–1006 Sheehy JW, McJilton CE (1990) Reconstruction of thirty years of free silica dust exposure in the taconite industry. VIIth International Pneumoconiosis Conference, Part II. Sampling and control of mineral dust, Pittsburgh, pp 1001–1006
Zurück zum Zitat Zhuang Z et al (2001) Estimating historical respirable crystalline silica exposures for Chinese pottery workers and iron/copper, tin, and tungsten miners. Ann Occup Hyg 45(8):631–642CrossRef Zhuang Z et al (2001) Estimating historical respirable crystalline silica exposures for Chinese pottery workers and iron/copper, tin, and tungsten miners. Ann Occup Hyg 45(8):631–642CrossRef
Metadaten
Titel
The impact of different approaches to exposure assessment on understanding non-malignant respiratory disease risk in taconite miners
verfasst von
Nnaemeka U. Odo
Jeffrey H. Mandel
Bruce H. Alexander
David M. Perlman
Richard F. MacLehose
Gurumurthy Ramachandran
Andrew D. Ryan
Yuan Shao
Publikationsdatum
01.08.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
International Archives of Occupational and Environmental Health / Ausgabe 1/2020
Print ISSN: 0340-0131
Elektronische ISSN: 1432-1246
DOI
https://doi.org/10.1007/s00420-019-01465-w

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