Skip to main content
Top
Published in: European Journal of Epidemiology 8/2016

01-08-2016 | CANCER

Temporal association between childhood leukaemia and population growth in Swiss municipalities

Authors: Judith E. Lupatsch, Christian Kreis, Marcel Zwahlen, Felix Niggli, Roland A. Ammann, Claudia E. Kuehni, Ben D. Spycher, Swiss Paediatric Oncology Group, Swiss National Cohort Study Group

Published in: European Journal of Epidemiology | Issue 8/2016

Login to get access

Abstract

The population mixing hypothesis proposes that childhood leukaemia (CL) might be a rare complication of a yet unidentified subclinical infection. Large population influxes into previously isolated rural areas may foster localised epidemics of the postulated infection causing a subsequent increase of CL. While marked population growth after a period of stability was central to the formulation of the hypothesis and to the early studies on population mixing, there is a lack of objective criteria to define such growth patterns. We aimed to determine whether periods of marked population growth coincided with increases in the risk of CL in Swiss municipalities. We identified incident cases of CL aged 0–15 years for the period 1985–2010 from the Swiss Childhood Cancer Registry. Annual data on population counts in Swiss municipalities were obtained for 1980–2010. As exposures, we defined (1) cumulative population growth during a 5-year moving time window centred on each year (1985–2010) and (2) periods of ‘take-off growth’ identified by segmented linear regression. We compared CL incidence across exposure categories using Poisson regression and tested for effect modification by degree of urbanisation. Our study included 1500 incident cases and 2561 municipalities. The incident rate ratio (IRR) comparing the highest to the lowest quintile of 5-year population growth was 1.18 (95 % CI 0.96, 1.46) in all municipalities and 1.33 (95 % CI 0.93, 1.92) in rural municipalities (p value interaction 0.36). In municipalities with take-off growth, the IRR comparing the take-off period (>6 % annual population growth) with the initial period of low or negative growth (<2 %) was 2.07 (95 % CI 0.95, 4.51) overall and 2.99 (1.11, 8.05) in rural areas (p interaction 0.52). Our study provides further support for the population mixing hypothesis and underlines the need to distinguish take-off growth from other growth patterns in future research.
Appendix
Available only for authorised users
Literature
1.
go back to reference Kinlen L. Evidence for an infective cause of childhood leukaemia: comparison of a Scottish new town with nuclear reprocessing sites in Britain. Lancet. 1988;2:1323–7.CrossRefPubMed Kinlen L. Evidence for an infective cause of childhood leukaemia: comparison of a Scottish new town with nuclear reprocessing sites in Britain. Lancet. 1988;2:1323–7.CrossRefPubMed
2.
3.
go back to reference Black D. Investigation of the possible increased incidence of cancer in West Cumbria; Report of the Independent Advisory Group. London: HMSO; 1984. Black D. Investigation of the possible increased incidence of cancer in West Cumbria; Report of the Independent Advisory Group. London: HMSO; 1984.
4.
go back to reference Kinlen LJ, Balkwill A. Infective cause of childhood leukaemia and wartime population mixing in Orkney and Shetland, UK. Lancet. 2001;357:858.CrossRefPubMed Kinlen LJ, Balkwill A. Infective cause of childhood leukaemia and wartime population mixing in Orkney and Shetland, UK. Lancet. 2001;357:858.CrossRefPubMed
6.
go back to reference Kinlen LJ, O’Brien F, Clarke K, Balkwill A, Matthews F. Rural population mixing and childhood leukaemia: effects of the North Sea oil industry in Scotland, including the area near Dounreay nuclear site. BMJ. 1993;306:743–8.CrossRefPubMedPubMedCentral Kinlen LJ, O’Brien F, Clarke K, Balkwill A, Matthews F. Rural population mixing and childhood leukaemia: effects of the North Sea oil industry in Scotland, including the area near Dounreay nuclear site. BMJ. 1993;306:743–8.CrossRefPubMedPubMedCentral
7.
go back to reference Boutou O, Guizard AV, Slama R, Pottier D, Spira A. Population mixing and leukaemia in young people around the La Hague nuclear waste reprocessing plant. Br J Cancer. 2002;87:740–5.CrossRefPubMedPubMedCentral Boutou O, Guizard AV, Slama R, Pottier D, Spira A. Population mixing and leukaemia in young people around the La Hague nuclear waste reprocessing plant. Br J Cancer. 2002;87:740–5.CrossRefPubMedPubMedCentral
8.
go back to reference Kinlen LJ, Clarke K, Hudson C. Evidence from population mixing in British New Towns 1946–85 of an infective basis for childhood leukaemia. Lancet. 1990;336:577–82.CrossRefPubMed Kinlen LJ, Clarke K, Hudson C. Evidence from population mixing in British New Towns 1946–85 of an infective basis for childhood leukaemia. Lancet. 1990;336:577–82.CrossRefPubMed
9.
go back to reference Stiller CA, Kroll ME, Boyle PJ, Feng Z. Population mixing, socioeconomic status and incidence of childhood acute lymphoblastic leukaemia in England and Wales: analysis by census ward. Br J Cancer. 2008;98:1006–11.CrossRefPubMedPubMedCentral Stiller CA, Kroll ME, Boyle PJ, Feng Z. Population mixing, socioeconomic status and incidence of childhood acute lymphoblastic leukaemia in England and Wales: analysis by census ward. Br J Cancer. 2008;98:1006–11.CrossRefPubMedPubMedCentral
10.
go back to reference Wartenberg D, Schneider D, Brown S. Childhood leukaemia incidence and the population mixing hypothesis in US SEER data. Br J Cancer. 2004;90:1771–6.PubMedPubMedCentral Wartenberg D, Schneider D, Brown S. Childhood leukaemia incidence and the population mixing hypothesis in US SEER data. Br J Cancer. 2004;90:1771–6.PubMedPubMedCentral
11.
go back to reference Clark BR, Ferketich AK, Fisher JL, Ruymann FB, Harris RE, Wilkins JR 3rd. Evidence of population mixing based on the geographical distribution of childhood leukemia in Ohio. Pediatr Blood Cancer. 2007;49:797–802.CrossRefPubMed Clark BR, Ferketich AK, Fisher JL, Ruymann FB, Harris RE, Wilkins JR 3rd. Evidence of population mixing based on the geographical distribution of childhood leukemia in Ohio. Pediatr Blood Cancer. 2007;49:797–802.CrossRefPubMed
12.
go back to reference Rudant J, Baccaini B, Ripert M, Goubin A, Bellec S, Hemon D, Clavel J. Population-mixing at the place of residence at the time of birth and incidence of childhood leukaemia in France. Eur J Cancer. 2006;42:927–33.CrossRefPubMed Rudant J, Baccaini B, Ripert M, Goubin A, Bellec S, Hemon D, Clavel J. Population-mixing at the place of residence at the time of birth and incidence of childhood leukaemia in France. Eur J Cancer. 2006;42:927–33.CrossRefPubMed
13.
go back to reference Koushik A, King WD, McLaughlin JR. An ecologic study of childhood leukemia and population mixing in Ontario, Canada. Cancer Causes Control. 2001;12:483–90.CrossRefPubMed Koushik A, King WD, McLaughlin JR. An ecologic study of childhood leukemia and population mixing in Ontario, Canada. Cancer Causes Control. 2001;12:483–90.CrossRefPubMed
14.
go back to reference Parslow RC, Law GR, Feltbower R, Kinsey SE, McKinney PA. Population mixing, childhood leukaemia, CNS tumours and other childhood cancers in Yorkshire. Eur J Cancer. 2002;38:2033–40.CrossRefPubMed Parslow RC, Law GR, Feltbower R, Kinsey SE, McKinney PA. Population mixing, childhood leukaemia, CNS tumours and other childhood cancers in Yorkshire. Eur J Cancer. 2002;38:2033–40.CrossRefPubMed
15.
go back to reference Kinlen LJ, Dickson M, Stiller CA. Childhood leukaemia and non-Hodgkin’s lymphoma near large rural construction sites, with a comparison with Sellafield nuclear site. BMJ. 1995;310:763–8.CrossRefPubMedPubMedCentral Kinlen LJ, Dickson M, Stiller CA. Childhood leukaemia and non-Hodgkin’s lymphoma near large rural construction sites, with a comparison with Sellafield nuclear site. BMJ. 1995;310:763–8.CrossRefPubMedPubMedCentral
16.
go back to reference Michel G, von der Weid NX, Zwahlen M, Adam M, Rebholz CE, Kuehni CE, Swiss Childhood Cancer R, Swiss Paediatric Oncology Group Scientific C. The Swiss Childhood Cancer Registry: rationale, organisation and results for the years 2001–2005. Swiss Med Wkly. 2007;137:502–9.PubMed Michel G, von der Weid NX, Zwahlen M, Adam M, Rebholz CE, Kuehni CE, Swiss Childhood Cancer R, Swiss Paediatric Oncology Group Scientific C. The Swiss Childhood Cancer Registry: rationale, organisation and results for the years 2001–2005. Swiss Med Wkly. 2007;137:502–9.PubMed
17.
go back to reference Michel G, von der Weid NX, Zwahlen M, Redmond S, Strippoli MP, Kuehni CE, Swiss Paediatric Oncology G. Incidence of childhood cancer in Switzerland: the Swiss childhood cancer registry. Pediatr Blood Cancer. 2008;50:46–51.CrossRefPubMed Michel G, von der Weid NX, Zwahlen M, Redmond S, Strippoli MP, Kuehni CE, Swiss Paediatric Oncology G. Incidence of childhood cancer in Switzerland: the Swiss childhood cancer registry. Pediatr Blood Cancer. 2008;50:46–51.CrossRefPubMed
18.
go back to reference Steliarova-Foucher E, Stiller C, Lacour B, Kaatsch P. International classification of childhood cancer, third edition. Cancer. 2005;103:1457–67.CrossRefPubMed Steliarova-Foucher E, Stiller C, Lacour B, Kaatsch P. International classification of childhood cancer, third edition. Cancer. 2005;103:1457–67.CrossRefPubMed
19.
go back to reference Schindler M, Mitter V, Bergstraesser E, Gumy-Pause F, Michel G, Kuehni CE. Death certificate notifications in the Swiss Childhood Cancer Registry: assessing completeness and registration procedures. Swiss Med Wkly. 2015;145:w14225.PubMed Schindler M, Mitter V, Bergstraesser E, Gumy-Pause F, Michel G, Kuehni CE. Death certificate notifications in the Swiss Childhood Cancer Registry: assessing completeness and registration procedures. Swiss Med Wkly. 2015;145:w14225.PubMed
20.
go back to reference Bopp M, Spoerri A, Zwahlen M, Gutzwiller F, Paccaud F, Braun-Fahrlander C, Rougemont A, Egger M. Cohort profile: the Swiss National Cohort—a longitudinal study of 6.8 million people. Int J Epidemiol. 2009;38:379–84.CrossRefPubMed Bopp M, Spoerri A, Zwahlen M, Gutzwiller F, Paccaud F, Braun-Fahrlander C, Rougemont A, Egger M. Cohort profile: the Swiss National Cohort—a longitudinal study of 6.8 million people. Int J Epidemiol. 2009;38:379–84.CrossRefPubMed
21.
go back to reference Spoerri A, Zwahlen M, Egger M, Bopp M. The Swiss National Cohort: a unique database for national and international researchers. Int J Public Health. 2010;55:239–42.CrossRefPubMed Spoerri A, Zwahlen M, Egger M, Bopp M. The Swiss National Cohort: a unique database for national and international researchers. Int J Public Health. 2010;55:239–42.CrossRefPubMed
23.
24.
go back to reference Muggeo VMR. Segmented: an R package to fit regression models with broken-line relationships. R News. 2008;8:20–5. Muggeo VMR. Segmented: an R package to fit regression models with broken-line relationships. R News. 2008;8:20–5.
25.
go back to reference Lupatsch JE, Kuehni CE, Niggli F, Ammann RA, Egger M, Spycher BD. Population mixing and the risk of childhood leukaemia in Switzerland: a census-based cohort study. Eur J Epidemiol. 2015;30(12):1287–98. Lupatsch JE, Kuehni CE, Niggli F, Ammann RA, Egger M, Spycher BD. Population mixing and the risk of childhood leukaemia in Switzerland: a census-based cohort study. Eur J Epidemiol. 2015;30(12):1287–98.
26.
go back to reference Law GR, Parslow RC, Roman E. United Kingdom Childhood Cancer Study I. Childhood cancer and population mixing. Am J Epidemiol. 2003;158:328–36.CrossRefPubMed Law GR, Parslow RC, Roman E. United Kingdom Childhood Cancer Study I. Childhood cancer and population mixing. Am J Epidemiol. 2003;158:328–36.CrossRefPubMed
27.
go back to reference Chang JS, Metayer C, Fear NT, Reinier K, Yin X, Urayama K, Russo C, Jolly KW, Buffler PA. Parental social contact in the work place and the risk of childhood acute lymphoblastic leukaemia. Br J Cancer. 2007;97:1315–21.CrossRefPubMedPubMedCentral Chang JS, Metayer C, Fear NT, Reinier K, Yin X, Urayama K, Russo C, Jolly KW, Buffler PA. Parental social contact in the work place and the risk of childhood acute lymphoblastic leukaemia. Br J Cancer. 2007;97:1315–21.CrossRefPubMedPubMedCentral
28.
go back to reference Fear NT, Roman E, Reeves G, Pannett B. Are the children of fathers whose jobs involve contact with many people at an increased risk of leukaemia? Occup Environ Med. 1999;56:438–42.CrossRefPubMedPubMedCentral Fear NT, Roman E, Reeves G, Pannett B. Are the children of fathers whose jobs involve contact with many people at an increased risk of leukaemia? Occup Environ Med. 1999;56:438–42.CrossRefPubMedPubMedCentral
29.
go back to reference Kinlen LJ. High-contact paternal occupations, infection and childhood leukaemia: five studies of unusual population-mixing of adults. Br J Cancer. 1997;76:1539–45.CrossRefPubMedPubMedCentral Kinlen LJ. High-contact paternal occupations, infection and childhood leukaemia: five studies of unusual population-mixing of adults. Br J Cancer. 1997;76:1539–45.CrossRefPubMedPubMedCentral
30.
go back to reference Li CY, Lin RS, Lin CH. Urbanization and childhood leukaemia in Taiwan. Int J Epidemiol. 1998;27:587–91.CrossRefPubMed Li CY, Lin RS, Lin CH. Urbanization and childhood leukaemia in Taiwan. Int J Epidemiol. 1998;27:587–91.CrossRefPubMed
31.
go back to reference Hjalmars U, Gustafsson G, on behalf of the Swedish Child Leukaemia G. Higher risk for acute childhood lymphoblastic leukaemia in Swedish population centres 1973–94. Br J Cancer. 1999;79:30–3.CrossRefPubMedPubMedCentral Hjalmars U, Gustafsson G, on behalf of the Swedish Child Leukaemia G. Higher risk for acute childhood lymphoblastic leukaemia in Swedish population centres 1973–94. Br J Cancer. 1999;79:30–3.CrossRefPubMedPubMedCentral
32.
go back to reference Alexander FE, Boyle P, Carli PM, Coebergh JW, Ekbom A, Levi F, McKinney PA, McWhirter W, Michaelis J, Peris-Bonet R, Petridou E, Pompe-Kirn V, Plěsko I, Pukkala E, Rahu M, Stiller CA, Storm H, Terracini B, Vatten L, Wray N. Population density and childhood leukaemia: results of the EUROCLUS study. Eur J Cancer. 1999;35:439–44.CrossRefPubMed Alexander FE, Boyle P, Carli PM, Coebergh JW, Ekbom A, Levi F, McKinney PA, McWhirter W, Michaelis J, Peris-Bonet R, Petridou E, Pompe-Kirn V, Plěsko I, Pukkala E, Rahu M, Stiller CA, Storm H, Terracini B, Vatten L, Wray N. Population density and childhood leukaemia: results of the EUROCLUS study. Eur J Cancer. 1999;35:439–44.CrossRefPubMed
33.
go back to reference Urayama KY, Buffler PA, Gallagher ER, Ayoob JM, Ma X. A meta-analysis of the association between day-care attendance and childhood acute lymphoblastic leukaemia. Int J Epidemiol. 2010;39:718–32.CrossRefPubMedPubMedCentral Urayama KY, Buffler PA, Gallagher ER, Ayoob JM, Ma X. A meta-analysis of the association between day-care attendance and childhood acute lymphoblastic leukaemia. Int J Epidemiol. 2010;39:718–32.CrossRefPubMedPubMedCentral
34.
go back to reference Rudant J, Lightfoot T, Urayama KY, Petridou E, Dockerty JD, Magnani C, Milne E, Spector LG, Ashton LJ, Dessypris N, Kang AY, Miller M, Rondelli R, Simpson J, Stiakaki E, Orsi L, Roman E, Metayer C, Infante-Rivard C, Clavel J. Childhood acute lymphoblastic leukemia and indicators of early immune stimulation: a childhood leukemia international consortium study. Am J Epidemiol. 2015;181:549–62.CrossRefPubMedPubMedCentral Rudant J, Lightfoot T, Urayama KY, Petridou E, Dockerty JD, Magnani C, Milne E, Spector LG, Ashton LJ, Dessypris N, Kang AY, Miller M, Rondelli R, Simpson J, Stiakaki E, Orsi L, Roman E, Metayer C, Infante-Rivard C, Clavel J. Childhood acute lymphoblastic leukemia and indicators of early immune stimulation: a childhood leukemia international consortium study. Am J Epidemiol. 2015;181:549–62.CrossRefPubMedPubMedCentral
35.
go back to reference Greaves MF. Speculations on the cause of childhood acute lymphoblastic leukemia. Leukemia. 1988;2:120–5.PubMed Greaves MF. Speculations on the cause of childhood acute lymphoblastic leukemia. Leukemia. 1988;2:120–5.PubMed
Metadata
Title
Temporal association between childhood leukaemia and population growth in Swiss municipalities
Authors
Judith E. Lupatsch
Christian Kreis
Marcel Zwahlen
Felix Niggli
Roland A. Ammann
Claudia E. Kuehni
Ben D. Spycher
Swiss Paediatric Oncology Group
Swiss National Cohort Study Group
Publication date
01-08-2016
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 8/2016
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-016-0162-6

Other articles of this Issue 8/2016

European Journal of Epidemiology 8/2016 Go to the issue