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International Journal of Public Health

, Volume 63, Issue 7, pp 833–845 | Cite as

Occupational prestige trajectory and the risk of lung and head and neck cancer among men and women in France

  • Gwenn Menvielle
  • Julien Dugas
  • Jeanna-eve Franck
  • Matthieu Carton
  • Brigitte Trétarre
  • Isabelle Stücker
  • Danièle Luce
  • Icare group
Original Article

Abstract

Objectives

This study aimed at investigating the associations between occupational prestige trajectories and lung and head and neck (HN) cancer risk and to assess to what extent smoking, alcohol drinking, and occupational exposures contribute to these associations.

Methods

Using data from the ICARE case–control study (controls (2676 men/715 women), lung cancers (2019 men/558 women), HN cancers (1793 men/305 women), we defined occupational prestige trajectories using group-based modeling of longitudinal data. We conducted logistic regression models.

Results

Among men, a gradient was observed from the downward “low to very low” trajectory to the stable very high trajectory. The associations were reduced when adjusting for tobacco and alcohol consumption and occupational exposures. Among women, when compared to the stable high trajectory, there was an increased cancer risk in all trajectories. The associations remained globally unchanged or even increased after adjustment for tobacco and alcohol consumption and did not change when adjusting for occupational exposures. The ORs were smaller for lung than for HN cancers in men.

Conclusions

Occupational prestige trajectory is strongly associated with lung and HN cancer risk in men and women.

Keywords

Occupational prestige trajectory Alcohol Smoking Occupational exposures Respiratory cancer 

Notes

Members of Icare Study Group

Registre des cancers du Calvados, France (Anne-Valérie Guizard); Registre des cancers du Doubs, France (Arlette Danzon, Anne-Sophie Woronoff); Registre des cancers du Bas-Rhin, France (Michel Velten); Registre des cancers du Haut-Rhin, France (Antoine Buemi, Émilie Marrer); Registre des cancers de l’Hérault, France (Brigitte Tretarre); Registre des cancers de l’Isère, France (Marc Colonna, Patricia Delafosse); Registre des cancers de Loire-Atlantique-Vendée, France (Paolo Bercelli, Florence Molinie); Registre des cancers de la Manche, France (Simona Bara); Registre des cancers de la Somme, France (Benedicte Lapotre-Ledoux, Nicole Raverdy); Inserm, Centre for research in Epidemiology and Population Health (CESP), U1018, Environmental epidemiology of cancer Team, Villejuif, France (Sylvie Cénée, Oumar Gaye, Florence Guida, Farida Lamkarkach, Loredana Radoï, Marie Sanchez, Isabelle Stücker); Inserm Epidemiologic Cohorts Unit - UMS 011 INSERM-UVSQ, Villejuif, France (Matthieu Carton, Diane Cyr, Annie Schmaus). Unité Mixte de Recherche Épidémiologique et de Surveillance Transport Travail Environnement (UMRESTTE), France (Joëlle Févotte, Corinne Pilorget). Sorbonne Universités, UPMC Univ Paris 06, INSERM, Institut Pierre Louis d’épidémiologie et de Santé Publique (IPLESP UMRS 1136), Paris, France (Gwenn Menvielle). Inserm U 1085—IRSET, Pointe-à-Pitre, France (Danièle Luce).

Funding

This work was supported by a grant from the French Agency for Food, Environmental and Occupational Health and Safety (ANSES) [grant number EST-2009/1/65]. The ICARE study was funded by French National Research Agency (ANR); French National Cancer Institute (INCA); French Agency for Food, Environmental and Occupational Health and Safety (ANSES); French Institute for Public Health Surveillance (InVS); Fondation pour la Recherche Médicale (FRM); Fondation de France; La Fondation ARC pour la Recherche sur le Cancer; Ministry of Labour (Direction Générale du Travail); and Ministry of Health (Direction Générale de la Santé).

Compliance with ethical standards

Conflict of interest

The authors declare that they have no conflict of interest.

Informed consent

Informed consent was obtained from all participants included in the study.

References

  1. Behrens T, Gross I, Siemiatycki J et al (2016) Occupational prestige, social mobility and the association with lung cancer in men. BMC Cancer 16:395.  https://doi.org/10.1186/s12885-016-2432-9 CrossRefPubMedPubMedCentralGoogle Scholar
  2. Blair A, Stewart P, Lubin JH, Forastiere F (2007) Methodological issues regarding confounding and exposure misclassification in epidemiological studies of occupational exposures. Am J Ind Med 50:199–207.  https://doi.org/10.1002/ajim.20281 CrossRefPubMedGoogle Scholar
  3. Boing AF, Antunes JL, de Carvalho MB et al (2011) How much do smoking and alcohol consumption explain socioeconomic inequalities in head and neck cancer risk? J Epidemiol Community Health 65:709–714CrossRefPubMedGoogle Scholar
  4. Bricard D, Jusot F, Beck F, Khlat M, Legleye S (2016) Educational inequalities in smoking over the life cycle: an analysis by cohort and gender. Int J Public Health 61:101–109.  https://doi.org/10.1007/s00038-015-0731-6 CrossRefPubMedGoogle Scholar
  5. Brown T, Darnton A, Fortunato L, Rushton L (2012) Occupational cancer in Britain. Respiratory cancer sites: larynx, lung and mesothelioma. Br J Cancer 107:S56–S70CrossRefPubMedPubMedCentralGoogle Scholar
  6. Chandola T (1998) Social inequality in coronary heart disease: a comparison of occupational classifications. Soc Sci Med 47:525–533CrossRefPubMedGoogle Scholar
  7. Conway DI, McKinney PA, McMahon AD et al (2010) Socioeconomic factors associated with risk of upper aerodigestive tract cancer in Europe. Eur J Cancer 46:588–598CrossRefPubMedGoogle Scholar
  8. Desrosières A, Thévenot L (2002) Les catégories socioprofessionnelles Occupational class categories. La Découverte, ParisGoogle Scholar
  9. Dowd JB, Zajacova A, Aiello A (2009) Early origins of health disparities: burden of infection, health, and socioeconomic status in US children. Soc Sci Med 68:699–707.  https://doi.org/10.1016/j.socscimed.2008.12.010 CrossRefPubMedPubMedCentralGoogle Scholar
  10. D’Souza G, Kreimer AR, Viscidi R et al (2007) Case-control study of human papillomavirus and oropharyngeal cancer. N Engl J Med 356:1944–1956.  https://doi.org/10.1056/NEJMoa065497 CrossRefPubMedGoogle Scholar
  11. Erikson R, Goldthorpe JH (1992) The constant flux. Clarendon Press, OxfordGoogle Scholar
  12. Faggiano F, Partanen T, Kogevinas M, Boffetta P (1997) Socioeconomic differences in cancer incidence and mortality. IARC Sci Publ 138:65–176Google Scholar
  13. Ferlay J, Steliarova-Foucher E, Lortet-Tieulent J et al (2013) Cancer incidence and mortality patterns in Europe: estimates for 40 countries in 2012. Eur J Cancer 49:1374–1403CrossRefGoogle Scholar
  14. Févotte J, Dananché B, Delabre L et al (2011) Matgene: a program to develop job-exposure matrices in the general population in France. Ann Occup Hyg 55:865–878PubMedGoogle Scholar
  15. Galobardes B, Shaw M, Lawlor DA, Lynch JW, Smith GD (2006) Indicators of socioeconomic position (part 1). J Epidemiol Community Health 60:7–12CrossRefPubMedPubMedCentralGoogle Scholar
  16. Ganzeboom HBG, Treiman DJ (1996) International stratification and mobility file: conversion tools. Department of Social Research Methodology. http://home.fsw.vu.nl/hbg.ganzeboom/ismf. Accessed 12 July 2017
  17. Ganzeboom H, De Graaf P, Treiman D (1992) A standard international socio-economic index of occupational status. Soc Sci Res 21:1–56CrossRefGoogle Scholar
  18. Guida F, Paget-Bailly S, Lamkarkach F et al (2013) Risk of lung cancer associated with occupational exposure to mineral wools: updating knowledge from a French population-based case-control study, the ICARE study. J Occup Environ Med 55:786–795CrossRefPubMedGoogle Scholar
  19. Huerta M, Chodick G, Balicer RD, Davidovitch N, Grotto I (2005) Reliability of self-reported smoking history and age at initial tobacco use. Prev Med 41:646–650.  https://doi.org/10.1016/j.ypmed.2005.01.011 CrossRefPubMedGoogle Scholar
  20. International Labour O (1968) International standard classification of occupations, Second version edn. BIT, GenevaGoogle Scholar
  21. Kelly-Irving M, Mabile L, Grosclaude P, Lang T, Delpierre C (2013) The embodiment of adverse childhood experiences and cancer development: potential biological mechanisms and pathways across the life course. Int J Public Health 58:3–11.  https://doi.org/10.1007/s00038-012-0370-0 CrossRefPubMedPubMedCentralGoogle Scholar
  22. Lacourt A, Leffondré K, Gramond C et al (2012) Temporal patterns of occupational asbestos exposure and risk of pleural mesothelioma. Eur Respir J 39:1304–1312CrossRefPubMedGoogle Scholar
  23. Lagiou P, Talamini R, Samoli E et al (2009) Diet and upper-aerodigestive tract cancer in Europe: the ARCAGE study. Int J Cancer 124:2671–2676CrossRefGoogle Scholar
  24. Legleye S (2005) Alcoholization, a complex phenomenon. In: Guilbert P, Gautier A (eds) Baromètre santé: 2005. INPES, Saint-Denis, pp 39–47Google Scholar
  25. Lortet-Tieulent J, Renteria E, Sharp L et al (2013) Convergence of decreasing male and increasing female incidence rates in major tobacco-related cancers in Europe in 1988–2010. Eur J Cancer.  https://doi.org/10.1016/j.ejca.2013.10.014 CrossRefPubMedGoogle Scholar
  26. Luce D, Stucker I (2011) Investigation of occupational and environmental causes of respiratory cancers (ICARE): a multicenter, population-based case-control study in France. BMC Public Health 11:928.  https://doi.org/10.1186/1471-2458-11-928 CrossRefPubMedPubMedCentralGoogle Scholar
  27. Malon A, Deschamps V, Salanave B et al (2010) Compliance with French nutrition and health program recommendations is strongly associated with socioeconomic characteristics in the general adult population. J Am Diet Assoc 110:848–856.  https://doi.org/10.1016/j.jada.2010.03.027 CrossRefPubMedGoogle Scholar
  28. Marshall B, Chevalier A, Garillon C, Goldberg M, Coing F (1999) Socioeconomic status, social mobility and cancer occurrence during working life: a case-control study among French electricity and gas workers. Cancer Causes Control 10:495–502CrossRefPubMedGoogle Scholar
  29. Matrat M, Guida F, Kromhout H et al (2015) Occupational exposure to diesel motor exhaust and lung cancer: a dose-response relationship hidden by asbestos exposure adjustment? The ICARE study. J Cancer Epidemiol.  https://doi.org/10.1155/2015/879302 (879302) CrossRefPubMedPubMedCentralGoogle Scholar
  30. Melchior M, Goldberg M, Krieger N, Kawachi I, Menvielle G, Zins M, Berkman LF (2005) Occupational class, occupational mobility and cancer incidence among middle-aged men and women: a prospective study of the French GAZEL cohort*. Cancer Causes Control 16:515–524CrossRefPubMedGoogle Scholar
  31. Menai M, Charreire H, Feuillet T et al (2015) Walking and cycling for commuting, leisure and errands: relations with individual characteristics and leisure-time physical activity in a cross-sectional survey (the ACTI-Cites project). Int J Behav Nutr Phys Act 12:150.  https://doi.org/10.1186/s12966-015-0310-5 CrossRefPubMedPubMedCentralGoogle Scholar
  32. Menvielle G, Luce D, Goldberg P, Leclerc A (2004) Smoking, alcohol drinking, occupational exposures and social inequalities in hypopharyngeal and laryngeal cancer. Int J Epidemiol 33:799–806CrossRefPubMedGoogle Scholar
  33. Menvielle G, Boshuizen H, Kunst AE et al (2009) The role of smoking and diet in explaining educational inequalities in lung cancer incidence. J Natl Cancer Inst 101:321–330CrossRefPubMedPubMedCentralGoogle Scholar
  34. Menvielle G, Boshuizen H, Kunst AE et al (2010) Occupational exposures contribute to educational inequalities in lung cancer incidence among men: evidence from the EPIC prospective cohort study. Int J Cancer 126:1928–1935CrossRefPubMedPubMedCentralGoogle Scholar
  35. Menvielle G, Franck J, Radoi L et al (2016) Quantifying the mediating effects of smoking and occupational exposures in the relation between education and lung cancer. Eur J Epidemiol 31:1213–1221.  https://doi.org/10.1007/s10654-016-0182-2 CrossRefPubMedGoogle Scholar
  36. Nkosi TM, Parent ME, Siemiatycki J, Rousseau MC (2012) Socioeconomic position and lung cancer risk: how important is the modeling of smoking? Epidemiology 23:377–385.  https://doi.org/10.1097/EDE.0b013e31824d0548 CrossRefPubMedGoogle Scholar
  37. Papadopoulos A, Guida F, Leffondre K et al (2014) Heavy smoking and lung cancer: are women at higher risk? Result of the ICARE study. Br J Cancer 110:1385–1391.  https://doi.org/10.1038/bjc.2013.821 CrossRefPubMedPubMedCentralGoogle Scholar
  38. Peretti-Watel P, Beck F, Wilquin J (2007) Les Français et la cigarette en 2005: un divorce pas encore consommé. In: Beck F, Guilbert P, Gautier A (eds) Baromètre santé 2005. Attitudes et comportement de santé. INPES, Saint-Denis, pp 77–110Google Scholar
  39. Richiardi L, Mirabelli D, Calisti R, Ottino A, Ferrando A, Boffetta P, Merletti F (2006) Occupational exposure to diesel exhausts and risk for lung cancer in a population-based case-control study in Italy. Ann Oncol 17:1842–1847CrossRefPubMedGoogle Scholar
  40. Rotnaglova E, Tachezy R, Salakova M et al (2011) HPV involvement in tonsillar cancer: prognostic significance and clinically relevant markers. Int J Cancer 129:101–110.  https://doi.org/10.1002/ijc.25889 CrossRefPubMedGoogle Scholar
  41. Santi I, Kroll LE, Dietz A, Becher H, Ramroth H (2013) Occupation and educational inequalities in laryngeal cancer: the use of a job index. BMC Public Health 13:1080CrossRefPubMedPubMedCentralGoogle Scholar
  42. Schaap MM, Kunst AE, Leinsalu M et al (2009) Female ever-smoking, education, emancipation and economic development in 19 European countries. Soc Sci Med 68:1271–1278CrossRefPubMedGoogle Scholar
  43. Schmeisser N, Conway DI, McKinney PA et al (2010) Life course social mobility and risk of upper aerodigestive tract cancer in men. Eur J Epidemiol 25:173–182.  https://doi.org/10.1007/s10654-010-9429-5 CrossRefPubMedGoogle Scholar
  44. Skalicka V, Kunst AE (2008) Effects of spouses’ socioeconomic characteristics on mortality among men and women in a Norwegian longitudinal study. Soc Sci Med 66:2035–2047CrossRefPubMedGoogle Scholar
  45. Skuladottir H, Tjoenneland A, Overvad K, Stripp C, Christensen J, Raaschou-Nielsen O, Olsen JH (2004) Does insufficient adjustment for smoking explain the preventive effects of fruit and vegetables on lung cancer? Lung Cancer 45:1–10CrossRefPubMedGoogle Scholar
  46. Steindorf K, Friedenreich C, Linseisen J et al (2006) Physical activity and lung cancer risk in the European Prospective Investigation into Cancer and Nutrition Cohort. Int J Cancer 119:2389–2397CrossRefPubMedGoogle Scholar
  47. Torssander J, Erikson R (2009) Marital partner and mortality: the effects of the social positions of both spouses. J Epidemiol Community Health 63:992–998.  https://doi.org/10.1136/jech.2009.089623 CrossRefPubMedGoogle Scholar
  48. Treiman D (1977) Occupational prestige in comparative perspective-quantitative studies in social relations. Academis Press, New YorkGoogle Scholar
  49. Waldron I (1991) Patterns and causes of gender differences in smoking. Soc Sci Med 32:989–1005CrossRefPubMedGoogle Scholar

Copyright information

© Swiss School of Public Health (SSPH+) 2017

Authors and Affiliations

  • Gwenn Menvielle
    • 1
  • Julien Dugas
    • 2
    • 3
  • Jeanna-eve Franck
    • 1
  • Matthieu Carton
    • 4
  • Brigitte Trétarre
    • 5
  • Isabelle Stücker
    • 6
  • Danièle Luce
    • 2
    • 3
  • Icare group
  1. 1.INSERM, Institut Pierre Louis d’épidémiologie et de Santé Publique (IPLESP UMRS 1136)Sorbonne Universités, UPMC Univ Paris 06ParisFrance
  2. 2.INSERM, U 1085_IRSETPointe-À-PitreFrance
  3. 3.University of Rennes 1RennesFrance
  4. 4.Institut CuriePSL Research University, DRCIBiométriesaint-CloudFrance
  5. 5.Cancer Registry HéraultICM MontpellierMontpellierFrance
  6. 6.UVSQ, CESP, INSERM, Environmental Epidemiology of Cancer TeamUniversity Paris Sud, Paris Saclay UniversityVillejuifFrance

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