Skip to main content
Erschienen in: European Journal of Epidemiology 9/2016

24.07.2015 | CANCER

Breast cancer risk and night shift work in a case–control study in a Spanish population

verfasst von: Kyriaki Papantoniou, Gemma Castaño-Vinyals, Ana Espinosa, Nuria Aragonés, Beatriz Pérez-Gómez, Eva Ardanaz, Jone Miren Altzibar, Vicente Martin Sanchez, Inés Gómez-Acebo, Javier Llorca, David Muñoz, Adonina Tardón, Rosana Peiró, Rafael Marcos-Gragera, Marina Pollan, Manolis Kogevinas

Erschienen in: European Journal of Epidemiology | Ausgabe 9/2016

Einloggen, um Zugang zu erhalten

Abstract

Epidemiologic and animal data indicate that night shift work might increase the risk for breast cancer. We evaluated the association of night work with different clinical types of breast cancer in a population based case–control study (MCC-Spain study) taking into account chronotype, an individual characteristic that may relate to night shift work adaptation. Lifetime occupational history was assessed by face-to-face interviews and shift work information was available for 1708 breast cancer cases and 1778 population controls from 10 Spanish regions, enrolled from 2008 to 2013. We evaluated three shift work domains, including shift work type (permanent vs rotating), lifetime cumulative duration and frequency. We estimated odds ratios (OR) for night work compared to day work using unconditional logistic regression models adjusting for confounders. Having ever worked permanent or rotating night shift was associated with an increased risk for breast cancer compared to day workers [odds ratio (OR) 1.18; 95 % CI 0.97, 1.43]. Chronotype was differentially associated with breast cancer depending on the duration of night shift work. Risk was higher in women with invasive tumors (OR 1.23; 95 % CI 1.00, 1.51) and for estrogen and progestagen positive tumors among premenopausal women (OR 1.44; 95 % CI 1.05, 1.99). Having ever performed night shift was associated with a small increased risk for breast cancer and especially in subgroups of women with particular hormone related characteristics.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Ferlay J, Shin HR, Bray F, Forman D, Mathers C, Parkin DM. Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008. Int J Cancer. 2010;127(12):2893–917.CrossRefPubMed Ferlay J, Shin HR, Bray F, Forman D, Mathers C, Parkin DM. Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008. Int J Cancer. 2010;127(12):2893–917.CrossRefPubMed
2.
Zurück zum Zitat Colditz GB, Baer HJ, Tamimi RM. Breast cancer. In: Schottenfeld D, Fraumeni JF, editors. Cancer epidemiology and prevention, 3rd ed. New York: Oxford University Press; 2006. p. 995–1012.CrossRef Colditz GB, Baer HJ, Tamimi RM. Breast cancer. In: Schottenfeld D, Fraumeni JF, editors. Cancer epidemiology and prevention, 3rd ed. New York: Oxford University Press; 2006. p. 995–1012.CrossRef
3.
Zurück zum Zitat Bonde JP, Hansen J, Kolstad HA, Mikkelsen S, Olsen JH, Blask DE, Harma M, Kjuus H, de Koning HJ, Olsen J, Moller M, Schernhammer ES, Stevens RG, Akerstedt T. Work at night and breast cancer-report on evidence-based options for preventive actions. Scand J Work Environ Health. 2012;38(4):380–90.CrossRefPubMed Bonde JP, Hansen J, Kolstad HA, Mikkelsen S, Olsen JH, Blask DE, Harma M, Kjuus H, de Koning HJ, Olsen J, Moller M, Schernhammer ES, Stevens RG, Akerstedt T. Work at night and breast cancer-report on evidence-based options for preventive actions. Scand J Work Environ Health. 2012;38(4):380–90.CrossRefPubMed
5.
Zurück zum Zitat IARC. Painting, firefighting and shiftwork. IARC Monogr. 2010;98:561–764. IARC. Painting, firefighting and shiftwork. IARC Monogr. 2010;98:561–764.
6.
Zurück zum Zitat Ijaz S, Verbeek J, Seidler A, Lindbohm ML, Ojajarvi A, Orsini N, Costa G, Neuvonen K. Night-shift work and breast cancer—a systematic review and meta-analysis. Scand J Work Environ Health. 2013;39(5):431–47.CrossRefPubMed Ijaz S, Verbeek J, Seidler A, Lindbohm ML, Ojajarvi A, Orsini N, Costa G, Neuvonen K. Night-shift work and breast cancer—a systematic review and meta-analysis. Scand J Work Environ Health. 2013;39(5):431–47.CrossRefPubMed
7.
Zurück zum Zitat Jia Y, Lu Y, Wu K, Lin Q, Shen W, Zhu M, Huang S, Chen J. Does night work increase the risk of breast cancer? A systematic review and meta-analysis of epidemiological studies. Cancer Epidemiol. 2013;37(3):197–206.CrossRefPubMed Jia Y, Lu Y, Wu K, Lin Q, Shen W, Zhu M, Huang S, Chen J. Does night work increase the risk of breast cancer? A systematic review and meta-analysis of epidemiological studies. Cancer Epidemiol. 2013;37(3):197–206.CrossRefPubMed
8.
Zurück zum Zitat Kamdar BB, Tergas AI, Mateen FJ, Bhayani NH, Oh J. Night-shift work and risk of breast cancer: a systematic review and meta-analysis. Breast Cancer Res Treat. 2013;138(1):291–301.CrossRefPubMed Kamdar BB, Tergas AI, Mateen FJ, Bhayani NH, Oh J. Night-shift work and risk of breast cancer: a systematic review and meta-analysis. Breast Cancer Res Treat. 2013;138(1):291–301.CrossRefPubMed
9.
Zurück zum Zitat Wang F, Yeung KL, Chan WC, Kwok CC, Leung SL, Wu C, Chan EY, Yu IT, Yang XR, Tse LA. A meta-analysis on dose–response relationship between night shift work and the risk of breast cancer. Ann Oncol. 2013;24(11):2724–32.CrossRefPubMed Wang F, Yeung KL, Chan WC, Kwok CC, Leung SL, Wu C, Chan EY, Yu IT, Yang XR, Tse LA. A meta-analysis on dose–response relationship between night shift work and the risk of breast cancer. Ann Oncol. 2013;24(11):2724–32.CrossRefPubMed
10.
Zurück zum Zitat Stevens RG, Hansen J, Costa G, Haus E, Kauppinen T, Aronson KJ, Castano-Vinyals G, Davis S, Frings-Dresen MH, Fritschi L, Kogevinas M, Kogi K, Lie JA, Lowden A, Peplonska B, Pesch B, Pukkala E, Schernhammer E, Travis RC, Vermeulen R, Zheng T, Cogliano V, Straif K. Considerations of circadian impact for defining ‘shift work’ in cancer studies: IARC working group report. Occup Environ Med. 2010;68(2):154–62.CrossRefPubMed Stevens RG, Hansen J, Costa G, Haus E, Kauppinen T, Aronson KJ, Castano-Vinyals G, Davis S, Frings-Dresen MH, Fritschi L, Kogevinas M, Kogi K, Lie JA, Lowden A, Peplonska B, Pesch B, Pukkala E, Schernhammer E, Travis RC, Vermeulen R, Zheng T, Cogliano V, Straif K. Considerations of circadian impact for defining ‘shift work’ in cancer studies: IARC working group report. Occup Environ Med. 2010;68(2):154–62.CrossRefPubMed
11.
Zurück zum Zitat Roenneberg T, Wirz-Justice A, Merrow M. Life between clocks: daily temporal patterns of human chronotypes. J Biol Rhythms. 2003;18(1):80–90.CrossRefPubMed Roenneberg T, Wirz-Justice A, Merrow M. Life between clocks: daily temporal patterns of human chronotypes. J Biol Rhythms. 2003;18(1):80–90.CrossRefPubMed
12.
Zurück zum Zitat Erren TC. Shift work and cancer research: can chronotype predict susceptibility in night-shift and rotating-shift workers? Occup Environ Med. 2013;70(4):283–4.CrossRefPubMed Erren TC. Shift work and cancer research: can chronotype predict susceptibility in night-shift and rotating-shift workers? Occup Environ Med. 2013;70(4):283–4.CrossRefPubMed
13.
Zurück zum Zitat Fritschi L, Glass DC, Heyworth JS, Aronson K, Girschik J, Boyle T, Grundy A, Erren TC. Hypotheses for mechanisms linking shiftwork and cancer. Med Hypotheses. 2011;77(3):430–6.CrossRefPubMed Fritschi L, Glass DC, Heyworth JS, Aronson K, Girschik J, Boyle T, Grundy A, Erren TC. Hypotheses for mechanisms linking shiftwork and cancer. Med Hypotheses. 2011;77(3):430–6.CrossRefPubMed
14.
Zurück zum Zitat Hansen J, Lassen CF. Nested case-control study of night shift work and breast cancer risk among women in the Danish military. Occup Environ Med. 2012;69(8):551–6.CrossRefPubMed Hansen J, Lassen CF. Nested case-control study of night shift work and breast cancer risk among women in the Danish military. Occup Environ Med. 2012;69(8):551–6.CrossRefPubMed
15.
Zurück zum Zitat Ramin C, Devore EE, Pierre-Paul J, Duffy JF, Hankinson SE, Schernhammer ES. Chronotype and breast cancer risk in a cohort of US nurses. Chronobiol Int. 2013;30(9):1181–6.CrossRefPubMedPubMedCentral Ramin C, Devore EE, Pierre-Paul J, Duffy JF, Hankinson SE, Schernhammer ES. Chronotype and breast cancer risk in a cohort of US nurses. Chronobiol Int. 2013;30(9):1181–6.CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Yang XR, Sherman ME, Rimm DL, Lissowska J, Brinton LA, Peplonska B, Hewitt SM, Anderson WF, Szeszenia-Dabrowska N, Bardin-Mikolajczak A, Zatonski W, Cartun R, Mandich D, Rymkiewicz G, Ligaj M, Lukaszek S, Kordek R, Garcia-Closas M. Differences in risk factors for breast cancer molecular subtypes in a population-based study. Cancer Epidemiol Biomarkers Prev. 2007;16(3):439–43.CrossRefPubMed Yang XR, Sherman ME, Rimm DL, Lissowska J, Brinton LA, Peplonska B, Hewitt SM, Anderson WF, Szeszenia-Dabrowska N, Bardin-Mikolajczak A, Zatonski W, Cartun R, Mandich D, Rymkiewicz G, Ligaj M, Lukaszek S, Kordek R, Garcia-Closas M. Differences in risk factors for breast cancer molecular subtypes in a population-based study. Cancer Epidemiol Biomarkers Prev. 2007;16(3):439–43.CrossRefPubMed
17.
Zurück zum Zitat Menegaux F, Truong T, Anger A, Cordina-Duverger E, Lamkarkach F, Arveux P, Kerbrat P, Fevotte J, Guenel P. Night work and breast cancer: a population-based case-control study in France (the CECILE study). Int J Cancer. 2013;132(4):924–31.CrossRefPubMed Menegaux F, Truong T, Anger A, Cordina-Duverger E, Lamkarkach F, Arveux P, Kerbrat P, Fevotte J, Guenel P. Night work and breast cancer: a population-based case-control study in France (the CECILE study). Int J Cancer. 2013;132(4):924–31.CrossRefPubMed
18.
Zurück zum Zitat Ramin C, Devore EE, Wang W, Pierre-Paul J, Wegrzyn LR, Schernhammer ES. Night shift work at specific age ranges and chronic disease risk factors. Occup Environ Med. 2015;72(2):100–7.CrossRefPubMed Ramin C, Devore EE, Wang W, Pierre-Paul J, Wegrzyn LR, Schernhammer ES. Night shift work at specific age ranges and chronic disease risk factors. Occup Environ Med. 2015;72(2):100–7.CrossRefPubMed
19.
Zurück zum Zitat Castano-Vinyals G, Aragones N, Perez-Gomez B, Martin V, Llorca J, Moreno V, Altzibar JM, Ardanaz E, de Sanjose S, Jimenez-Moleon JJ, Tardon A, Alguacil J, Peiro R, Marcos-Gragera R, Navarro C, Pollan M, Kogevinas M. Population-based multicase–control study in common tumors in Spain (MCC-Spain): rationale and study design. Gac Sanit. 2015;29(4):308–15.CrossRefPubMed Castano-Vinyals G, Aragones N, Perez-Gomez B, Martin V, Llorca J, Moreno V, Altzibar JM, Ardanaz E, de Sanjose S, Jimenez-Moleon JJ, Tardon A, Alguacil J, Peiro R, Marcos-Gragera R, Navarro C, Pollan M, Kogevinas M. Population-based multicase–control study in common tumors in Spain (MCC-Spain): rationale and study design. Gac Sanit. 2015;29(4):308–15.CrossRefPubMed
20.
Zurück zum Zitat Weng HY, Hsueh YH, Messam LL, Hertz-Picciotto I. Methods of covariate selection: directed acyclic graphs and the change-in-estimate procedure. Am J Epidemiol. 2009;169(10):1182–90.CrossRefPubMed Weng HY, Hsueh YH, Messam LL, Hertz-Picciotto I. Methods of covariate selection: directed acyclic graphs and the change-in-estimate procedure. Am J Epidemiol. 2009;169(10):1182–90.CrossRefPubMed
21.
Zurück zum Zitat White IR, Royston P, Wood AM. Multiple imputation using chained equations: issues and guidance for practice. Stat Med. 2011;30(4):377–99.CrossRefPubMed White IR, Royston P, Wood AM. Multiple imputation using chained equations: issues and guidance for practice. Stat Med. 2011;30(4):377–99.CrossRefPubMed
22.
Zurück zum Zitat Fritschi L, Erren TC, Glass DC, Girschik J, Thomson AK, Saunders C, Boyle T, El-Zaemey S, Rogers P, Peters S, Slevin T, D’Orsogna A, de Vocht F, Vermeulen R, Heyworth JS. The association between different night shiftwork factors and breast cancer: a case–control study. Br J Cancer. 2013;109(9):2472–80.CrossRefPubMedPubMedCentral Fritschi L, Erren TC, Glass DC, Girschik J, Thomson AK, Saunders C, Boyle T, El-Zaemey S, Rogers P, Peters S, Slevin T, D’Orsogna A, de Vocht F, Vermeulen R, Heyworth JS. The association between different night shiftwork factors and breast cancer: a case–control study. Br J Cancer. 2013;109(9):2472–80.CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Grundy A, Richardson H, Burstyn I, Lohrisch C, SenGupta SK, Lai AS, Lee D, Spinelli JJ, Aronson KJ. Increased risk of breast cancer associated with long-term shift work in Canada. Occup Environ Med. 2013;70(12):831–8.CrossRefPubMed Grundy A, Richardson H, Burstyn I, Lohrisch C, SenGupta SK, Lai AS, Lee D, Spinelli JJ, Aronson KJ. Increased risk of breast cancer associated with long-term shift work in Canada. Occup Environ Med. 2013;70(12):831–8.CrossRefPubMed
24.
Zurück zum Zitat Hansen J, Stevens RG. Case–control study of shift-work and breast cancer risk in Danish nurses: impact of shift systems. Eur J Cancer. 2012;48(11):1722–9.CrossRefPubMed Hansen J, Stevens RG. Case–control study of shift-work and breast cancer risk in Danish nurses: impact of shift systems. Eur J Cancer. 2012;48(11):1722–9.CrossRefPubMed
25.
Zurück zum Zitat Lie JA, Kjuus H, Zienolddiny S, Haugen A, Stevens RG, Kjaerheim K. Night work and breast cancer risk among Norwegian nurses: assessment by different exposure metrics. Am J Epidemiol. 2011;173(11):1272–9.CrossRefPubMed Lie JA, Kjuus H, Zienolddiny S, Haugen A, Stevens RG, Kjaerheim K. Night work and breast cancer risk among Norwegian nurses: assessment by different exposure metrics. Am J Epidemiol. 2011;173(11):1272–9.CrossRefPubMed
26.
Zurück zum Zitat Pesch B, Harth V, Rabstein S, Baisch C, Schiffermann M, Pallapies D, Bonberg N, Heinze E, Spickenheuer A, Justenhoven C, Brauch H, Hamann U, Ko Y, Straif K, Bruning T. Night work and breast cancer—results from the German GENICA study. Scand J Work Environ Health. 2010;36(2):134–41.CrossRefPubMed Pesch B, Harth V, Rabstein S, Baisch C, Schiffermann M, Pallapies D, Bonberg N, Heinze E, Spickenheuer A, Justenhoven C, Brauch H, Hamann U, Ko Y, Straif K, Bruning T. Night work and breast cancer—results from the German GENICA study. Scand J Work Environ Health. 2010;36(2):134–41.CrossRefPubMed
27.
Zurück zum Zitat Knutsson A, Alfredsson L, Karlsson B, Akerstedt T, Fransson EI, Westerholm P, Westerlund H. Breast cancer among shift workers: results of the WOLF longitudinal cohort study. Scand J Work Environ Health. 2013;39(2):170–7.CrossRefPubMed Knutsson A, Alfredsson L, Karlsson B, Akerstedt T, Fransson EI, Westerholm P, Westerlund H. Breast cancer among shift workers: results of the WOLF longitudinal cohort study. Scand J Work Environ Health. 2013;39(2):170–7.CrossRefPubMed
28.
Zurück zum Zitat Li W, Ray RM, Thomas DB, Davis S, Yost M, Breslow N, Gao DL, Fitzgibbons ED, Camp JE, Wong E, Wernli KJ, Checkoway H. Shift work and breast cancer among women textile workers in Shanghai, China. Cancer Causes Control. 2015;26(1):143–50.CrossRefPubMed Li W, Ray RM, Thomas DB, Davis S, Yost M, Breslow N, Gao DL, Fitzgibbons ED, Camp JE, Wong E, Wernli KJ, Checkoway H. Shift work and breast cancer among women textile workers in Shanghai, China. Cancer Causes Control. 2015;26(1):143–50.CrossRefPubMed
29.
Zurück zum Zitat Pronk A, Ji BT, Shu XO, Xue S, Yang G, Li HL, Rothman N, Gao YT, Zheng W, Chow WH. Night-shift work and breast cancer risk in a cohort of Chinese women. Am J Epidemiol. 2010;171(9):953–9.CrossRefPubMedPubMedCentral Pronk A, Ji BT, Shu XO, Xue S, Yang G, Li HL, Rothman N, Gao YT, Zheng W, Chow WH. Night-shift work and breast cancer risk in a cohort of Chinese women. Am J Epidemiol. 2010;171(9):953–9.CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Schernhammer ES, Kroenke CH, Laden F, Hankinson SE. Night work and risk of breast cancer. Epidemiology. 2006;17(1):108–11.CrossRefPubMed Schernhammer ES, Kroenke CH, Laden F, Hankinson SE. Night work and risk of breast cancer. Epidemiology. 2006;17(1):108–11.CrossRefPubMed
31.
Zurück zum Zitat Folkard S. Do permanent night workers show circadian adjustment? A review based on the endogenous melatonin rhythm. Chronobiol Int. 2008;25(2):215–24.CrossRefPubMed Folkard S. Do permanent night workers show circadian adjustment? A review based on the endogenous melatonin rhythm. Chronobiol Int. 2008;25(2):215–24.CrossRefPubMed
32.
Zurück zum Zitat Lie JA, Roessink J, Kjaerheim K. Breast cancer and night work among Norwegian nurses. Cancer Causes Control. 2006;17(1):39–44.CrossRefPubMed Lie JA, Roessink J, Kjaerheim K. Breast cancer and night work among Norwegian nurses. Cancer Causes Control. 2006;17(1):39–44.CrossRefPubMed
33.
Zurück zum Zitat Schernhammer ES, Laden F, Speizer FE, Willett WC, Hunter DJ, Kawachi I, Colditz GA. Rotating night shifts and risk of breast cancer in women participating in the nurses’ health study. J Natl Cancer Inst. 2001;93(20):1563–8.CrossRefPubMed Schernhammer ES, Laden F, Speizer FE, Willett WC, Hunter DJ, Kawachi I, Colditz GA. Rotating night shifts and risk of breast cancer in women participating in the nurses’ health study. J Natl Cancer Inst. 2001;93(20):1563–8.CrossRefPubMed
34.
Zurück zum Zitat Archer SN, Robilliard DL, Skene DJ, Smits M, Williams A, Arendt J, von Schantz M. A length polymorphism in the circadian clock gene Per3 is linked to delayed sleep phase syndrome and extreme diurnal preference. Sleep. 2003;26(4):413–5.PubMed Archer SN, Robilliard DL, Skene DJ, Smits M, Williams A, Arendt J, von Schantz M. A length polymorphism in the circadian clock gene Per3 is linked to delayed sleep phase syndrome and extreme diurnal preference. Sleep. 2003;26(4):413–5.PubMed
35.
Zurück zum Zitat Lie JA, Kjuus H, Zienolddiny S, Haugen A, Kjaerheim K. Breast cancer among nurses: is the intensity of night work related to hormone receptor status? Am J Epidemiol. 2013;178(1):110–7.CrossRefPubMed Lie JA, Kjuus H, Zienolddiny S, Haugen A, Kjaerheim K. Breast cancer among nurses: is the intensity of night work related to hormone receptor status? Am J Epidemiol. 2013;178(1):110–7.CrossRefPubMed
36.
Zurück zum Zitat Rabstein S, Harth V, Pesch B, Pallapies D, Lotz A, Justenhoven C, Baisch C, Schiffermann M, Haas S, Fischer HP, Heinze E, Pierl C, Brauch H, Hamann U, Ko Y, Bruning T. Night work and breast cancer estrogen receptor status–results from the German GENICA study. Scand J Work Environ Health. 2013;39(5):448–55.CrossRefPubMed Rabstein S, Harth V, Pesch B, Pallapies D, Lotz A, Justenhoven C, Baisch C, Schiffermann M, Haas S, Fischer HP, Heinze E, Pierl C, Brauch H, Hamann U, Ko Y, Bruning T. Night work and breast cancer estrogen receptor status–results from the German GENICA study. Scand J Work Environ Health. 2013;39(5):448–55.CrossRefPubMed
37.
Zurück zum Zitat Terry PD, Rohan TE. Cigarette smoking and the risk of breast cancer in women: a review of the literature. Cancer Epidemiol Biomark Prev. 2002;11(10 Pt 1):953–71. Terry PD, Rohan TE. Cigarette smoking and the risk of breast cancer in women: a review of the literature. Cancer Epidemiol Biomark Prev. 2002;11(10 Pt 1):953–71.
38.
Zurück zum Zitat Petrausch U, Pestalozzi BC. Distinct clinical and prognostic features of invasive lobular breast cancer. Breast Dis. 2008;30:39–44.CrossRefPubMed Petrausch U, Pestalozzi BC. Distinct clinical and prognostic features of invasive lobular breast cancer. Breast Dis. 2008;30:39–44.CrossRefPubMed
39.
Zurück zum Zitat Filipski E, King VM, Li X, Granda TG, Mormont MC, Liu X, Claustrat B, Hastings MH, Levi F. Host circadian clock as a control point in tumor progression. J Natl Cancer Inst. 2002;94(9):690–7.CrossRefPubMed Filipski E, King VM, Li X, Granda TG, Mormont MC, Liu X, Claustrat B, Hastings MH, Levi F. Host circadian clock as a control point in tumor progression. J Natl Cancer Inst. 2002;94(9):690–7.CrossRefPubMed
40.
Zurück zum Zitat Hansen J. 0200 Night shiftwork and breast cancer survival in Danish women. Occup Environ Med. 2014;71(Suppl 1):A26.CrossRef Hansen J. 0200 Night shiftwork and breast cancer survival in Danish women. Occup Environ Med. 2014;71(Suppl 1):A26.CrossRef
Metadaten
Titel
Breast cancer risk and night shift work in a case–control study in a Spanish population
verfasst von
Kyriaki Papantoniou
Gemma Castaño-Vinyals
Ana Espinosa
Nuria Aragonés
Beatriz Pérez-Gómez
Eva Ardanaz
Jone Miren Altzibar
Vicente Martin Sanchez
Inés Gómez-Acebo
Javier Llorca
David Muñoz
Adonina Tardón
Rosana Peiró
Rafael Marcos-Gragera
Marina Pollan
Manolis Kogevinas
Publikationsdatum
24.07.2015
Verlag
Springer Netherlands
Erschienen in
European Journal of Epidemiology / Ausgabe 9/2016
Print ISSN: 0393-2990
Elektronische ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-015-0073-y

Weitere Artikel der Ausgabe 9/2016

European Journal of Epidemiology 9/2016 Zur Ausgabe