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Estimated number of cancers attributable to occupational exposures in France in 2017: an update using a new method for improved estimates

Abstract

Background

Over the last 50 years, occupational exposure to carcinogenic agents has been widely regulated in France.

Objective

Report population-attributable fraction (PAF) and number of attributable cancer cases linked to occupational exposure in France based on an updated method to estimate lifetime occupational exposure prevalence.

Methods

Population-level prevalence of lifetime exposure to ten carcinogenic agents (asbestos, benzene, chromium VI, diesel engine exhaust, formaldehyde, nickel compounds, polycyclic aromatic hydrocarbons, silica dust, trichloroethylene, wood dust) and two occupational circumstances (painters and rubber industry workers) were estimated using the French Census linked with MATGÉNÉ job-exposure matrices and French occupational surveys. PAF and number of attributable cancer cases were calculated using the estimated prevalence, relative risks from systematic review and national estimates of cancer incidence in 2017.

Results

The lifetime occupational exposure prevalences were much higher in men than in women ranging from 0.2% (workers in the rubber industry) to 10.2% in men (silica), and from 0.10% (benzene, PAH and workers in the rubber industry) to 5.7% in women (formaldehyde). In total, 4,818 cancer cases (men: 4,223; women: 595) were attributable to the ten studied carcinogens and two occupational circumstances, representing 5.2% of cases among the studied cancer sites (M: 7.0%; W: 1.9%). In both sexes, mesothelioma (M: 689 cases; W: 160) and lung cancer (M: 3,032; W: 308) were the largest cancer sites impacted by the studied occupational agents and circumstances.

Significance

A moderate proportion of the cancer cases in France is linked to carcinogens in occupational settings. Our method provides more precise estimates of attributable cancer taking into account evolution of exposure to occupational agents by sex, age and time. This methodology can be easily replicated using cross-sectional occupational data to aid priority making and implementation of prevention strategies in the workplace.

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References

  1. Driscoll T, Nelson DI, Steenland K, Leigh J, Concha-Barrientos M, Fingerhut M, et al. The global burden of disease due to occupational carcinogens. Am J Ind Med. 2005;48:419–31.

    Article  Google Scholar 

  2. Marant Micallef C, Shield K, Vignat J, Baldi I, Charbotel B, Fervers B, et al. Cancers in France in 2015 attributable to occupational exposures. Int J Hyg Environ Health. 2018;222:22–9.

  3. Rushton L, Bagga S, Bevan R, Brown TP, Cherrie JW, Holmes P, et al. Occupation and cancer in Britain. Br J Cancer. 2010;102:1428–37.

    Article  CAS  Google Scholar 

  4. Pearce N, Blair A, Vineis P, Ahrens W, Andersen A, Anto JM, et al. IARC monographs: 40 years of evaluating carcinogenic hazards to humans. Environ Health Perspect. 2015;123:507–14.

    Article  Google Scholar 

  5. Shield KD, Parkin DM, Whiteman DC, Rehm J, Viallon V, Micallef CM, et al. Population attributable and preventable fractions: cancer risk factor surveillance, and cancer policy projection. Curr Epidemiol Rep. 2016;3:201–11.

    Article  Google Scholar 

  6. Hutchings S, Rushton L. Estimating the burden of occupational cancer: assessing bias and uncertainty. Occup Environ Med. 2017;74:604–11.

    Article  Google Scholar 

  7. Rushton L. The global burden of occupational disease. Curr Environ Health Rep. 2017;4:340–8.

    Article  Google Scholar 

  8. Hutchings SJ, Rushton L. Occupational cancer in Britain. Statistical methodology. Br J Cancer. 2012;107 Suppl 1107:S8–17.

    Article  Google Scholar 

  9. Houot M-T, Homère J, Goulard H, Garras L, Delabre L, Pilorget C Lifetime occupational exposure proportion estimation methods: a sensitivity analysis in the general population. Int Arch Occup Environ Health. 2021.

  10. Marant Micallef C, Paul A, Charvat H, Vignat J, Houot M, Pilorget C, et al. An innovative method to estimate lifetime prevalence of carcinogenic occupational circumstances: the example of painters and workers of the rubber manufacturing industry in France. J Expo Sci Environ Epidemiol. 2020.

  11. Boffetta P, Autier P, Boniol M, Boyle P, Hill C, Aurengo A, et al. An estimate of cancers attributable to occupational exposures in France. J Occup Environ Med. 2010;52:399–406.

    Article  CAS  Google Scholar 

  12. International Agency for Research on Cancer. Agents classified by the IARC Monographs, Volumes 1–128 2020 [Available from: https://monographs.iarc.fr/list-of-classifications.

  13. Marant Micallef C, Shield KD, Baldi I, Charbotel B, Fervers B, Gilg Soit Ilg A., et al. Occupational exposures and cancer: a review of agents and relative risk estimates. Occup Environ Med. 2018;75:604–14.

    Article  Google Scholar 

  14. Févotte J, Dananché B, Delabre L, Ducamp S, Garras L, Houot M, et al. Matgene: a program to develop job-exposure matrices in the general population in France. Ann Occup Hyg. 2011;55:865–78.

    Google Scholar 

  15. Pilorget C, Lagarrigue R, MH Trends of occupational exposure to oxygenated, petroleum and chlorinated solvents in France between 1999 and 2013. Results from the Matgéné Programme. Bull Epidemiol Hebd. 2018-05-22, 234–40.

  16. Delabre L, Garras L, Houot M, C. P. Occupational exposure to formaldehyde in France in 2015 ans trends of exposure prevalence since 1982. Results from the job-exposure matrix of the Matgéné programme. Bull Epidémiol Hebd. 2019, 679–86.

  17. Institut national de la statistique et des études économiques. Nomenclature d’activités française 2019 [Available from: https://www.insee.fr/fr/information/2406147.

  18. Institut national de la statistique et des études économiques. Nomenclature des professions et catégories socioprofessionnelles 2017 [Available from: https://www.insee.fr/fr/information/2406153.

  19. Institut national de la statistique et des études économiques. Statistical operation: Population estimates. Paris, France: Institut national de la statistique et des études économiques; 2018.

  20. Arnaudo B, Floury M, Guigon N, Sandret N. Présentation de l’enquête française SUMER 2002–2003 menée en France auprès des médecins du travail. Santé. Société et Solidaré. 2006;5:135–8.

    Article  Google Scholar 

  21. Zins M, Goldberg M. The French CONSTANCES population-based cohort: design, inclusion and follow-up. Eur J Epidemiol. 2015;30:1317–28.

    Article  Google Scholar 

  22. Levin ML. The occurrence of lung cancer in man. Acta Unio Int Contra Cancrum. 1953;9:531–41.

    CAS  Google Scholar 

  23. Lacourt A, Gramond C, Rolland P, Ducamp S, Audignon S, Astoul P, et al. Occupational and non-occupational attributable risk of asbestos exposure for malignant pleural mesothelioma. Thorax 2014;69:532–9.

    Article  CAS  Google Scholar 

  24. Defossez G, Le Guyader-Peyrou S, Uhry Z, Grosclaude P, Colonna M, Dantony E, et al. Estimations nationales de l’incidence et de la mortalité par cancer en France métropolitaine entre 1990 et 2018. Synthèse. Saint‑Maurice. Santé publique France. 2019:20p.

  25. International Agency for Research on Cancer (IARC). Global Cancer Observatary GLOBOCAN. Incidence Rate by country 2018 [Available from: https://gco.iarc.fr.

  26. Marchand O. 50 years of job changes. Insee Première. 2010:4p.

  27. Rushton L, Hutchings SJ, Fortunato L, Young C, Evans GS, Brown T, et al. Occupational cancer burden in Great Britain. Br J Cancer 2012;107:S3–S7. Suppl 1;107 Suppl 1.

    Article  Google Scholar 

  28. Gilg Soit Ilg A, Houot M, Pilorget C Estimates of the part of certain cancers attributable to occupational exposure to certain carcinogens in France. Use of job-exposure matrices developed within the Matgéné program. Saint-Maurice: Santé Publique France; 2016.

  29. Decree n 96-1133 of December, 24th 1996 relating to the prohibition of asbestos, taken in application of the labor code and the consumer code, 1996.

  30. Occupational Cancer Research Centre. Burden of occupational cancer in Canada: Major workplace carcinogens and prevention of exposure. Toronto, Canada; 2019.

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Acknowledgements

We would like to thank the team of the CONSTANCES study (Marcel Goldberg, Marie Zins and Stephen Goldberg) for sharing the individual data of the study. We wish to acknowledge, the French Ministry of Labour and the French National Institute for Statistics and Economic Studies for sharing SUMER survey and Census data, respectively.

Funding

This study is funded by ANSES contract number EST/2017/1/141.

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Correspondence to Marie-Tülin Houot.

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Where authors are identified as personnel of the International Agency for Research on Cancer/World Health Organization, the authors alone are responsible for the views expressed in this article and they do not necessarily represent the decisions, policy or views of the International Agency for Research on Cancer/World Health Organization.

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The authors declare no competing interests.

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Marant Micallef, C., Charvat, H., Houot, MT. et al. Estimated number of cancers attributable to occupational exposures in France in 2017: an update using a new method for improved estimates. J Expo Sci Environ Epidemiol 33, 125–131 (2023). https://doi.org/10.1038/s41370-021-00353-1

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