Socioeconomic characteristics and relapse-free and overall survival from childhood cancer – a nationwide study based on data from the Danish Childhood Cancer Registry
DOI:
https://doi.org/10.2340/1651-226X.2025.42131Keywords:
Childhood cancer, Socioeconomic position, Social inequality, relapse, Cancer survival, register-based study, Socioeconomic statusAbstract
Background and purpose: Over the past decades, childhood cancer survival has increased substantially in Europe, including Denmark. However, families with fewer social resources may have benefitted less from these improvements. In this nationwide register-based study, we assessed associations between parental socioeconomic position (SEP) and 5-year relapse-free survival (RFS) and overall survival (OS) in childhood cancer patients.
Material and methods: All children aged <16 years diagnosed with cancer in Denmark between 1998 and 2017 were identified in the Danish Childhood Cancer Registry (N = 3245). Parents, with whom the children resided, were identified, and data on the parents’ education, cohabitation status, affiliation to work market, country of origin, and vital status of the children were obtained through individual-level linkage across Danish nationwide registries. Cox proportional hazards models were used to estimate the association between SEP indicators and 5-year RFS and OS.
Results and interpretation: Tendencies towards lower 5-year RFS and OS were observed among children whose parents were unemployed/not in workforce (RFS: HR [hazard ratio] = 1.14, 95% CI [confidence interval]: 0.90–1.45, OS: HR = 1.28, 95% CI: 0.95–1.71) or from non-Western countries (RFS: HR = 1.21 95% CI: 0.96–1.52, OS: HR = 1.44, 95% CI: 1.09–1.90). Results by diagnostic groups revealed particularly low OS for children with non-central nervous system tumors whose parents were from non-Western countries (HR = 1.92, 95% CI: 1.24–2.97). Targeted strategies are needed to promote social equity and ensure optimal diagnosis, care, and management of childhood cancer across social groups.
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References
Botta L, Gatta G, Capocaccia R, Stiller C, Cañete A, Dal Maso L, et al. Long-term survival and cure fraction estimates for childhood cancer in Europe (EUROCARE-6): results from a population-based study. Lancet Oncol. 2022;23(12):1525–36.
https://doi.org/10.1016/S1470-2045(22)00637-4 DOI: https://doi.org/10.1016/S1470-2045(22)00637-4
Kyu HH, Stein CE, Boschi Pinto C, Rakovac I, Weber MW, Dannemann Purnat T, et al. Causes of death among children aged 5–14 years in the WHO European Region: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Child Adolesc Health. 2018;2(5):321–37.
https://doi.org/10.1016/S2352-4642(18)30095-6 DOI: https://doi.org/10.1016/S2352-4642(18)30095-6
Adam M, Rueegg CS, Schmidlin K, Spoerri A, Niggli F, Grotzer M, et al. Socioeconomic disparities in childhood cancer survival in Switzerland. Int J Cancer. 2016;138(12):2856–66.
https://doi.org/10.1002/ijc.30029 DOI: https://doi.org/10.1002/ijc.30029
Mogensen H, Erdmann F, Mader L, Vrelits Sørensen G, Talbäck M, Tjørnelund Nielsen T, et al. Early mortality in children with cancer in Denmark and Sweden: the role of social background in a setting with universal healthcare. Int J Cancer. 2024;154(10):1719–30.
https://doi.org/10.1002/ijc.34851 DOI: https://doi.org/10.1002/ijc.34851
Tolkkinen A, Madanat-Harjuoja L, Taskinen M, Rantanen M, Malila N, Pitkäniemi J. Impact of parental socioeconomic factors on childhood cancer mortality: a population-based registry study. Acta Oncol. 2018;57(11):1547–55.
https://doi.org/10.1080/0284186X.2018.1478125 DOI: https://doi.org/10.1080/0284186X.2018.1478125
Syse A, Lyngstad TH, Kravdal O. Is mortality after childhood cancer dependent on social or economic resources of parents? A population-based study. Int J Cancer. 2012;130(8):1870–8.
https://doi.org/10.1002/ijc.26186 DOI: https://doi.org/10.1002/ijc.26186
Mogensen H, Modig K, Tettamanti G, Talbäck M, Feychting M. Socioeconomic differences in cancer survival among Swedish children. Br J Cancer. 2016;114(1):118–24.
https://doi.org/10.1038/bjc.2015.449 DOI: https://doi.org/10.1038/bjc.2015.449
Lightfoot TJ, Johnston WT, Simpson J, Smith AG, Ansell P, Crouch S, et al. Survival from childhood acute lymphoblastic leukaemia: the impact of social inequality in the United Kingdom. Eur J Cancer. 2012;48(2):263–9.
https://doi.org/10.1016/j.ejca.2011.10.007 DOI: https://doi.org/10.1016/j.ejca.2011.10.007
Simony SB, Lund LW, Erdmann F, Andersen KK, Winther JF, Schüz J, et al. Effect of socioeconomic position on survival after childhood cancer in Denmark. Acta Oncol. 2016;55(6):742–50.
https://doi.org/10.3109/0284186X.2016.1144933 DOI: https://doi.org/10.3109/0284186X.2016.1144933
Erdmann F, Winther JF, Dalton SO, Zeeb H, Krøyer A, Bautz A, et al. Survival from tumours of the central nervous system in Danish children: is survival related to family circumstances? Int J Cancer. 2018;142(4):671–80.
https://doi.org/10.1002/ijc.31082 DOI: https://doi.org/10.1002/ijc.31082
Bonilla M, Gupta S, Vasquez R, Fuentes SL, deReyes G, Ribeiro R, et al. Predictors of outcome and methodological issues in children with acute lymphoblastic leukaemia in El Salvador. Eur J Cancer. 2010;46(18):3280–6.
https://doi.org/10.1016/j.ejca.2010.07.001 DOI: https://doi.org/10.1016/j.ejca.2010.07.001
Pritchard-Jones K, Pieters R, Reaman GH, Hjorth L, Downie P, Calaminus G, et al. Sustaining innovation and improvement in the treatment of childhood cancer: lessons from high-income countries. Lancet Oncol. 2013;14(3):e95–103.
https://doi.org/10.1016/S1470-2045(13)70010-X DOI: https://doi.org/10.1016/S1470-2045(13)70010-X
Oskarsson T, Söderhäll S, Arvidson J, Forestier E, Montgomery S, Bottai M, et al. Relapsed childhood acute lymphoblastic leukemia in the Nordic countries: prognostic factors, treatment and outcome. Haematologica. 2016;101(1):68–76.
https://doi.org/10.3324/haematol.2015.131680 DOI: https://doi.org/10.3324/haematol.2015.131680
Clark TG, Bradburn MJ, Love SB, Altman DG. Survival analysis part I: Basic concepts and first analyses. Br J Cancer. 2003;89(2):232–8.
https://doi.org/10.1038/sj.bjc.6601118 DOI: https://doi.org/10.1038/sj.bjc.6601118
Schrøder H, Rechnitzer C, Wehner PS, Rosthøj S, Møller JK, Lausen B, et al. Danish childhood cancer registry. Clin Epidemiol. 2016;8:461–4.
https://doi.org/10.2147/CLEP.S99508 DOI: https://doi.org/10.2147/CLEP.S99508
Schmidt M, Pedersen L, Sørensen HT. The Danish Civil Registration System as a tool in epidemiology. Eur J Epidemiol. 2014;29(8):541–9.
https://doi.org/10.1007/s10654-014-9930-3 DOI: https://doi.org/10.1007/s10654-014-9930-3
Galobardes B, Lynch J, Smith GD. Measuring socioeconomic position in health research. Br Med Bull. 2007;81–82:21–37.
https://doi.org/10.1093/bmb/ldm001 DOI: https://doi.org/10.1093/bmb/ldm001
Pedersen CB. The Danish Civil Registration System. Scand J Public Health. 2011;39(7 Suppl):22–5.
https://doi.org/10.1177/1403494810387965 DOI: https://doi.org/10.1177/1403494810387965
Helweg-Larsen K. The Danish Register of causes of death. Scand J Public Health. 2011;39(7 Suppl):26–9.
https://doi.org/10.1177/1403494811399958 DOI: https://doi.org/10.1177/1403494811399958
Allen CE, Ladisch S, McClain KL. How I treat Langerhans cell histiocytosis. Blood. 2015;126(1):26–35.
https://doi.org/10.1182/blood-2014-12-569301 DOI: https://doi.org/10.1182/blood-2014-12-569301
Steliarova-Foucher E, Stiller C, Lacour B, Kaatsch P. International classification of childhood cancer, third edition. Cancer. 2005;103(7):1457–67.
https://doi.org/10.1002/cncr.20910 DOI: https://doi.org/10.1002/cncr.20910
Lin DY, Wei L-J, Ying Z. Checking the Cox model with cumulative sums of martingale-based residuals. Biometrika. 1993;80:557–72.
https://doi.org/10.1093/biomet/80.3.557 DOI: https://doi.org/10.1093/biomet/80.3.557
R Core Team. R: a language and environment for statistical computing [Internet]. Vienna: R Foundation for Statistical Computing; 2020. Available from: https://www.R-project.org/ [Cited: 16 May 2024]
The Danish Ministry of Health. Healthcare in Denmark: an overview. Ministry of Health. Copenhagen; 2016
Bona K, Blonquist TM, Neuberg DS, Silverman LB, Wolfe J. Impact of socioeconomic status on timing of relapse and overall survival for children treated on Dana-Farber Cancer Institute ALL Consortium protocols (2000–2010). Pediatr Blood Cancer. 2016;63(6):1012–18.
https://doi.org/10.1002/pbc.25928 DOI: https://doi.org/10.1002/pbc.25928
Friis Abrahamsen C, Ahrensberg JM, Vedsted P. Utilisation of primary care before a childhood cancer diagnosis: do socioeconomic factors matter?: a Danish nationwide population-based matched cohort study. BMJ Open. 2018;8(8):e023569.
https://doi.org/10.1136/bmjopen-2018-023569 DOI: https://doi.org/10.1136/bmjopen-2018-023569
Pedersen LH, Erdmann F, Aalborg GL, Hjalgrim LL, Larsen HB, Schmiegelow K, et al. Socioeconomic position and prediagnostic health care contacts in children with cancer in Denmark: a nationwide register study. BMC Cancer. 2021;21(1):1104.
https://doi.org/10.1186/s12885-021-08837-x DOI: https://doi.org/10.1186/s12885-021-08837-x
Abbe M, Simon C, Angiolillo A, Ruccione K, Kodish ED. A survey of language barriers from the perspective of pediatric oncologists, interpreters, and parents. Pediatr Blood Cancer. 2006;47(6):819–24.
https://doi.org/10.1002/pbc.20841 DOI: https://doi.org/10.1002/pbc.20841
Volberding PA, Spicer CM, Cartaxo T, Aiuppa L. Selected non-central nervous system solid tumors. Childhood Cancer and Functional Impacts Across the Care Continuum. Washington (DC): National Academies Press; 2021. DOI: https://doi.org/10.17226/25944
Brodmann S, Polavieja JG. Immigrants in Denmark: access to employment, class attainment and earnings in a high-skilled economy. Int Migr. 2011;49(1):58–90.
https://doi.org/10.1111/j.1468-2435.2010.00608.x DOI: https://doi.org/10.1111/j.1468-2435.2010.00608.x
Erdmann F, Feychting M, Mogensen H, Schmiegelow K, Zeeb H. Social inequalities along the childhood cancer continuum: an overview of evidence and a conceptual framework to identify underlying mechanisms and pathways. Front Public Health. 2019;7:84.
https://doi.org/10.3389/fpubh.2019.00084 DOI: https://doi.org/10.3389/fpubh.2019.00084
Pedersen LH, Østergaard A, Bank V, Nersting J, Tuckuviene R, Wehner PS, et al. Socioeconomic position and maintenance therapy in children with acute lymphoblastic leukemia: a national cohort study. Pediatr Blood Cancer. 2022;69(7):e29508. DOI: https://doi.org/10.1002/pbc.29508
https
George B, Seals S, Aban I. Survival analysis and regression models. J Nucl Cardiol. 2014;21(4):686–94.
https://doi.org/10.1007/s12350-014-9908-2 DOI: https://doi.org/10.1007/s12350-014-9908-2
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Copyright (c) 2025 Fie Stegenborg, Mathilde S. Bek, Charlotte J. Nilsson, Line H. Pedersen, Thomas Scheike, Lisa L. Hjalgrim, Friederike Erdmann, Kjeld Schmiegelow, Pernille Bidstrup, Line Kenborg, Jeanette F. Winther, Hanne B. Larsen, Susanne O. Dalton

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