Skip to main content

Incidence trends of childhood central nervous system tumors in Finland 1990–2017



Central nervous system (CNS) tumors are a leading cause of cancer-related morbidity and mortality in children. Our aim is to characterize incidence trends of pediatric CNS tumors in Finland over the last three decades.


Data on all benign and malignant incident CNS tumors diagnosed in children aged 0–14 years in 1990–2017 were extracted from the Finnish Cancer Registry and classified according to the 2016 WHO classification of CNS tumors. We analyzed age-standardized incidence rates (ASR) for pediatric CNS tumors overall and by sex, age, tumor histology, grade, and location using Poisson regression. We used joinpoint regression to evaluate changes in trends.


Overall, 1117 pediatric CNS tumor cases were registered in Finland with a 1.2:1 male to female ratio. The average annual ASR was 4.3 per 100,000 person-years (95% CI 4.26, 4.34). The most common tumor type was pilocytic astrocytoma (30% of tumors), followed by medulloblastoma (10%) with incidence rates of 1.30 and 0.45 per 100,000 person-years, respectively. The overall incidence of pediatric CNS tumors increased by an annual percentage change (APC) of 0.8% (95% CI 0.2, 1.4). We observed no major changes in incidence trends of tumor histology groups or tumor location groups. The ASR of benign tumors increased by an APC of 1.0 (95% CI 0.1, 2.0).


Utilizing the high-quality and completeness of data in the Finnish Cancer registry, we found that the incidence of pediatric CNS tumors in Finland has increased slightly from 1990 until 2017. Although variations in diagnostic and registration practices over time might have affected the rates, the trend may also reflect a true increase in incidence.

Peer Review reports


Central nervous system (CNS) tumors are the second most common group of childhood neoplastic diseases after leukemia and a leading cause of cancer-related death among children [1]. The global incidence of CNS tumors in children is estimated at 2.8 per 100,000 person-years [1]. These tumors constitute a heterogeneous group of pathologic entities with different biology, and their incidence, histologic type, and prognosis in children are distinct from those in adults [2]. Between the 1970s and 1990s, the incidence of pediatric CNS tumors increased in several European countries and the United States [3, 4]. Recent studies from Canada and France reported stable incidence rates of pediatric CNS tumors, while a study from the US showed a small but significant increase [5,6,7]. As the etiology of CNS tumors is still largely unknown, monitoring changes in cancer incidence is critical for instigating hypothesis-based research on potential environmental risk factors, as well as assessing the public health burden [8].

However, the characterization of CNS tumor incidence and temporal trends involves several challenges. The coding and classification of CNS tumors have been amended and updated over the years, reflecting the evolving pathological and clinical knowledge as showcased lately by the incorporation of molecular parameters into the 2016 WHO classification of CNS tumors [9]. Another example is downgrading the tumor behavior of pilocytic astrocytoma from malignant to uncertain in the 2000 edition of ICD-O-3 [10]. Moreover, cancer registers vary in completeness and inclusion of benign CNS tumors, which can be premalignant and potentially life-threatening. In the US, registration of benign CNS tumors was mandated by law in 2004 compared to 1953 in Finland [11, 12]. The completeness of the Finnish Cancer Registry (FCR) for childhood tumors was estimated as 94% for 2009–2013 [13].

In this study, we evaluate incidence trends of childhood CNS tumors during 1990–2017 by sex, age, tumor histology, grade, and location utilizing the population-based high-quality data of benign and malignant childhood tumors in Finland based on the 2016 WHO classification of CNS tumors.

Materials and methods

Data on all benign and malignant CNS tumors cases registered in children aged 0–14 years between 1990 and 2017 were extracted from the FCR based on the topographical categories: brain, meninges, and central nervous system (ICD-10 codes C70–72, D32–33, and D42–43). We included only first primary cancers. CNS lymphomas were excluded. Tumors were coded using ICD-O-3 (first and second revision) and grouped by the 2016 WHO classification of central nervous system tumors [9] into six histology groups (Table 1): 1) diffuse astrocytic and oligodendroglial tumors, 2) other astrocytic tumors (low-grade gliomas), 3) ependymal tumors, 4) neuronal and mixed neuronal-glial tumors, 5) embryonal tumors, and 6) other tumors which included choroid plexus tumors, other gliomas, tumors of the cranial and paraspinal nerves, meningiomas, mesenchymal tumors, melanocytic tumors, germ cell tumors, malignant glioma not otherwise specified (NOS), and unclassified tumors.

Table 1 Modified classification of the central nervous system (CNS) tumors based on the 2016 World Health Organization Classification of Tumors of the CNS [9]

The following morphology codes were appended to the 2016 WHO classification: 9381 (gliomatosis cerebri, growth pattern); 9423 (polar spongioblastoma); 9380 (malignant glioma NOS); 8800, 8963, 8990 (other sarcomas); and 9081 (teratocarcinoma). We excluded ten cases of recurrent tumors from the study. The population size was retrieved from Statistics Finland by single-year age and sex for each year of the study period [14]. The mean annual population size was 924,605 for children aged 0–14 years. Incidence rates were age-standardized using the 2013 European standard population and calculated per 100,000 person-years stratified by sex, age group, tumor histology, tumor grade, and tumor location [15].

The differences in incidence rates between the groups were estimated by incidence rate ratios (IRR). We used joinpoint regression to evaluate changes in incidence trends as annual percentage change (APC) (Joinpoint Regression Program, Version February 2019; Statistical Research and Applications Branch, National Cancer Institute). Stata software was used for other analyses (StataCorp. 2019. Stata Statistical Software: Release 16. College Station, TX: StataCorp LLC). P-values below 0.05 were considered statistically significant, and all tests were two-tailed.


During 1990–2017, 1117 pediatric CNS tumors were registered in Finland, 614 in boys and 503 in girls (Table 2). Tumors were most frequent in the age group 0–4 years (428 tumors). The predominant tumor location was the infratentorial area with an age-standardized incidence rate (ASR) of 1.80 (95% CI 1.77, 1.83) per 100,000 person-years, followed by the supratentorial brain (ASR 1.34, 95% CI 1.32, 1.37), and the spinal cord (ASR 0.25, 95% CI 0.24, 0.26). Tumors registered with an unspecified location comprised 19% of all tumors. Overall, 96% of the tumors were histologically verified. Gliomas accounted for half of the tumors, with low-grade gliomas comprising the largest tumor group in the study. Pilocytic astrocytoma was the most common tumor (ASR 1.30, 95% CI 1.28, 1.33) followed by medulloblastoma (ASR 0.45, 95% CI 0.43, 0.46), constituting 30 and 10% of all tumors, respectively. Most embryonal tumors and low-grade gliomas were infratentorial (71 and 52%, respectively). Benign tumors (grade I) comprised 48% of the tumors (ASR 2.05, 95% CI 2.02, 2.08), and highly malignant (grade IV) comprised 22% (ASR 0.95, 95% CI 0.93, 0.97). Overall, 32% of the infratentorial and 17% of supratentorial tumors were grade IV tumors. Of the 66 tumors in the spinal cord, 18% were pilocytic astrocytomas, and 12% ependymomas.

Table 2 Age-standardized incidence rates (ASR) per 100,000 person-years with 95% confidence intervals (CIs) of pediatric CNS tumors in Finland 1990–2017

The average annual ASR of all pediatric CNS tumors combined was 4.30 (95% CI 4.26, 4.34) per 100,000 person-years (Table 2). The ASR in boys was higher than in girls (IRR = 1.17, 95% CI 1.04, 1.32) with a 1.2:1 male to female cancer ratio. Male predominance in incidence was most marked in embryonal tumors (IRR = 1.76, 95% CI: 1.31, 2.34). The incidence rate of CNS tumors decreased with age, as the highest incidence rate was in children aged 0–4 years (5.08, 95% CI 4.60, 5.56) and the lowest in children aged 10–14 (3.70, 95% CI 3.30, 4.10). Older children aged 10–14 years had the highest proportion (35%) of benign tumors (grade I), while the youngest age group had the highest proportion (42%) of highly malignant tumors (grade IV). Most tumors located in the spinal cord and meninges were diagnosed in the age group 10–14 years.

The total ASR increased from 4.12 (95% CI 4.03, 4.21) in 1990–1994 to 4.81 (95% CI 4.71, 4.91) in 2013–2017 (Table 3). The annual percentage change (APC) for all tumors was 0.8% per year (95% CI 0.2, 1.4). The ASR increased by 0.4% per year (95% CI -0.8, 1.5) for age group 1–4 years, by 1% per year (95% CI -0.4, 2.3) for age group 5–9 years, and by 1.1% per year (95% CI -0.3, 2.4) for age group 10–14. No major changes in incidence rate trends were observed for tumor histology groups or tumor location groups, as shown by APC values in Table 3. The ASR increased in all tumor histology groups except diffuse astrocytic and oligodendroglial tumors (Fig. 1). The incidence of benign tumors (grade I) increased by an APC of 1.0% per year (95% CI 0.1, 2.0).

Table 3 Incidence trends and five-year age-standardized incidence rates (ASR) per 100,000 person-years with 95% confidence intervals (CIs) of pediatric CNS tumors in Finland
Fig. 1
figure 1

Incidence trends of pediatric CNS tumors by histology group


In this nationwide register-based study, we estimated the incidence trends of pediatric CNS tumors in Finland during 1990–2017. We observed an increase of 0.8% per year in the overall incidence of pediatric CNS tumors. The average ASR increased from 4.12 in 1990–1994 to 4.81 in 2013–2017. We observed no major changes in incidence trends of tumor histology groups or tumor location groups.

We categorized CNS tumors into broad groups based on the 2016 WHO classification of CNS tumors, which incorporated molecular parameters for the first with the addition of newly recognized neoplasms and removal of a few others [9]. The FCR adopted the ICD-O-3 coding system in 2008 and retrospectively recoded the tumors previously registered based on the ICD-7. The recoding reduced the number of unspecified tumor codes such as glioma malignant NOS (code 9380), which comprised 3% of all the tumors in our dataset compared to 14% in the US and 15% in Canada [5, 6]. A proportion of glioma malignant NOS was recoded into pilocytic astrocytoma, which explains the higher proportion of pilocytic astrocytomas in our dataset (30%) compared to studies in France (22%) and the UK (21%) [7, 16]. However, the frequencies of other tumor groups in our study were comparable to the study conducted in France, which reported 14% medulloblastomas, 7% ependymomas, and 9% neuronal and mixed neuronal-glial tumors [7]. Similar to earlier studies, we observed that the incidence of CNS tumors in children declined with age and that there was a male predominance, particularly for embryonal tumors [5,6,7, 17].

The observed increase in trend might be explained by a true increase in cancer incidence. However, several other factors might have led to fluctuations in overall and subgroup incidence rates over time and need to be considered before accepting such interpretation. CNS tumors comprise more than 100 histological subtypes [8]. This can lead to variations in classification and registration practices between registers and over time, complicating international incidence comparisons and time trends analysis. Studies from the US, Europe, and the Nordic countries have indicated an increasing incidence of pediatric CNS tumors from the 1970s to the 1990s [3, 4, 18,19,20,21]. This rise occurred primarily in the mid-1980s due to enhanced detection and earlier diagnosis driven mainly by the introduction of MRI [4]. It is unclear whether the increasing availability and accessibility of MRI and the advent of advanced diagnostic techniques such as diffusion-weighted MRI and MR spectroscopy have continued to facilitate the detection and characterization of CNS tumors after 2000. In our study the incidence of benign tumors increased consistently throughout the study period, which might indicate that improved diagnostics had led to earlier detection of slow-growing tumors. A study from the US reported a significant increase of 0.6% per year for malignant CNS tumors and 2.3% per year for non-malignant tumors in children between 2000 and 2015 [6]. However, a Canadian study found a stable incidence during the same time period [5]. In Finland, the annual number of pediatric head MRIs increased from 4.1 per 1000 children in 2008 to 7.3 per 1000 children in 2018 [22]. Concurrently, the use of CT in pediatric imaging has been declining in Finland, similar to several other Western countries [23,24,25,26].

Compared with our results (overall incidence 4.3 per 100,000), lower incidence rates have been reported in some other Western countries such as Canada (3.8/100,00), France (3.9/100,000), and Britain (4/100,000), while a higher rate was reported in the US (5.7/100,000) [5,6,7, 16]. Higher incidence rates have been reported in the Nordic countries than in other European countries [27, 28]. The completeness of the Finnish Cancer Registry has been shown to be very high [11]. For childhood tumors, the completeness of FCR data was estimated as 94% for 2009–2013 with registration of benign brain tumors since its establishment in 1953 [13]. Automated reporting of histologically or cytologically confirmed cases from pathological laboratories has been practically comprehensive since the late 1980s and hence the coverage of pathologically verified diagnoses is nearly complete. Clinical notifications, the other source of case ascertainment from hospitals, on the other hand, have been based on manual forms until recently (a simplified electronic format for clinical notifications was introduced in 2020) and their number relative to pathological notifications has been declining over time [29]. During the past few decades, cross-checking with both hospital discharge register and cause of death database as independent sources of information have enabled the identification of any missed cases [11]. The comprehensive use of unique personal identifiers also allows the elimination of duplicate cases. The potential impact of any changes in coverage of cancer on the incidence of pediatric CNS tumors over time is difficult to evaluate. Clinical notifications are essential for compiling information on tumor stage, localization, and treatment, but information crucial for incidence analysis (date of diagnosis, histological type, and demographics) is available from the electronic reports by the pathology laboratories. Any incompleteness is, therefore, most likely to affect mainly the earliest part of the study period and could accentuate an increasing trend through case undercount.

Established risk factors for pediatric CNS tumors remain limited to familial cancer syndromes and high doses of ionizing radiation [8]. However, it is unlikely that these factors have contributed to the increasing incidence of pediatric CNS tumors. The use of radiation therapy has declined over time in most pediatric cancer categories [30]. Exposure to radiation from CT imaging in children has been linked to a higher risk of malignancy such as leukemia and brain cancer [31,32,33,34,35]. Nevertheless, CT use in children started to decline in Finland after 2002 with increasing awareness of radiation-related risks and reliance on other imaging modalities [23]. Familial cancer syndromes such as tuberous sclerosis and neurofibromatosis can carry very high risks of brain tumors, but their prevalence is very low and stable and cannot explain the observed changes in incidence. There are several suspected risk factors for pediatric CNS tumors that are still the focus of research in the field. Growing evidence indicates a positive association with maternal dietary supplements, advanced parental age, pesticide exposure, birth weight, and birth defects [8]. As the etiology of brain cancer is still largely unknown, we also need to consider the possibility of other unknown risk factors which might have affected the incidence of pediatric CNS tumors. If the observed increase is to be explained by a specific exposure, it would be expected to be increasing gradually over several decades.

A limitation in our study is the small number of cases in some histology and topography groups, such as germ cell tumors and spinal cord tumors. Therefore, we were unable to provide a detailed analysis of incidence trends for these groups. Moreover, the statistical power to show differences in incidence trends between tumor subgroups was limited. However, our 27-year study period allowed the aggregation of relatively large numbers in the main CNS tumor groups. In addition, the centralized cancer care and quality of cancer registration in Finland contributed to the completeness of data and comparability across the entire population. Moreover, benign CNS tumors were included constantly throughout the whole study period.

In conclusion, we found a minor increase in the incidence of pediatric CNS tumors in Finland between 1990 and 2017. Although changes in registration practices and enhanced detection by improved and more available diagnostics could have driven the trend, a true increase in CNS cancer incidence and the contribution of environmental risk factors cannot be ruled out. Thus, continuous monitoring of incidence trends and further research into the etiology of childhood CNS tumors are warranted. One suggestion is a larger study with pooled Nordic data and a more detailed classification.

Availability of data and materials

The datasets used for analyses in the current study are available in the Zenodo repository at



Average parentage change


Age-standardized incidence rate


Confidence interval


Central nervous system


Computed tomography


Finnish cancer registry


International classification of diseases


Incidence rate ratio


Magnetic resonance imaging


Not otherwise specified


  1. Steliarova-Foucher E, Colombet M, Ries LAG, Moreno F, Dolya A, Bray F, et al. International incidence of childhood cancer, 2001–10: a population-based registry study. Lancet Oncol. 2017;18(6):719–31.

    Article  Google Scholar 

  2. Bauchet L, Rigau V, Mathieu-Daudé H, Fabbro-Peray P, Palenzuela G, Figarella-Branger D, et al. Clinical epidemiology for childhood primary central nervous system tumors. J Neuro-Oncol. 2009;92(1):87–98.

    Article  Google Scholar 

  3. Peris-Bonet R, Martínez-García C, Lacour B, Petrovich S, Giner-Ripoll B, Navajas A, et al. Childhood central nervous system tumours-incidence and survival in Europe (1978-1997): report from automated childhood Cancer information system project. Eur J Cancer. 2006;42(13):2064–80.

    Article  Google Scholar 

  4. Smith MA, Freidlin B, Gloeckler Ries LA, Simon R. Trends in reported incidence of primary malignant brain tumors in children in the United States. J Natl Cancer Inst. 1998;90(17):1269–77.

    Article  CAS  Google Scholar 

  5. Larouche V, Toupin A-K, Lalonde B, Simonyan D, Jabado N, Perreault S. Incidence trends in pediatric central nervous system tumors in Canada: a 15 years report from Cancer and young people in Canada (CYP-C) registry. Neuro-Oncol Adv. 2020;2(1):vdaa012.

    Article  Google Scholar 

  6. Ostrom QT, Gittleman H, Truitt G, Boscia A, Kruchko C, Barnholtz-Sloan JS. CBTRUS statistical report: Primary brain and other central nervous system tumors diagnosed in the United States in 2011–2015. Neuro-Oncol. 2018;20(suppl_4):iv1–86.

    Article  Google Scholar 

  7. Desandes E, Guissou S, Chastagner P, Lacour B. Incidence and survival of children with central nervous system primitive tumors in the French National Registry of childhood solid tumors. Neuro-Oncol. 2014;16(7):975–83.

    Article  Google Scholar 

  8. Johnson KJ, Cullen J, Barnholtz-Sloan JS, Ostrom QT, Langer CE, Turner MC, et al. Childhood brain tumor epidemiology: a brain tumor epidemiology consortium review. Cancer Epidemiol Biomark Prev. 2014;23(12):2716–36.

    Article  Google Scholar 

  9. Louis DN, Perry A, Reifenberger G, von Deimling A, Figarella-Branger D, Cavenee WK, et al. The 2016 World Health Organization classification of tumors of the central nervous system: a summary. Acta Neuropathol (Berl). 2016;131(6):803–20.

    Article  Google Scholar 

  10. World Health Organization. International classification of diseases for oncology (ICD-O) – 3rd edition, 1st revision [internet]. Geneva: World Health Organization; 2013. Available from:

    Google Scholar 

  11. Leinonen MK, Miettinen J, Heikkinen S, Pitkäniemi J, Malila N. Quality measures of the population-based Finnish Cancer registry indicate sound data quality for solid malignant tumours. Eur J Cancer. 2017;77:31–9.

    Article  Google Scholar 

  12. Ostrom QT, Gittleman H, Farah P, Ondracek A, Chen Y, Wolinsky Y, et al. CBTRUS statistical report: Primary brain and central nervous system tumors diagnosed in the United States in 2006–2010. Neuro-Oncol. 2013;15(Suppl 2):ii1–56.

    Article  Google Scholar 

  13. Jokela M, Leinonen MK, Malila N, Taskinen M, Madanat-Harjuoja LM. Completeness of pediatric cancer registration in the Finnish Cancer registry. Acta Oncol. 2019;58(11):1577–80.

    Article  CAS  Google Scholar 

  14. Statistics Finland. Statistical databases [internet]. 2021. Available from:

  15. European Commission. Eurostat. Revision of the European standard population: report of Eurostat’s task force: 2013 edition. [internet]. LU: Publications Office; 2013. Available from:

    Google Scholar 

  16. Stiller CA, Bayne AM, Chakrabarty A, Kenny T, Chumas P. Incidence of childhood CNS tumours in Britain and variation in rates by definition of malignant behaviour: population-based study. BMC Cancer. 2019;19(1):139.

    Article  Google Scholar 

  17. McKean-Cowdin R, Razavi P, Barrington-Trimis J, Baldwin RT, Asgharzadeh S, Cockburn M, et al. Trends in childhood brain tumor incidence, 1973-2009. J Neuro-Oncol. 2013;115(2):153–60.

    Article  Google Scholar 

  18. Spix C, Eletr D, Blettner M, Kaatsch P. Temporal trends in the incidence rate of childhood cancer in Germany 1987-2004. Int J Cancer. 2008;122(8):1859–67.

    Article  CAS  Google Scholar 

  19. Raaschou-Nielsen O, Sørensen M, Carstensen H, Jensen T, Bernhardtsen T, Gjerris F, et al. Increasing incidence of childhood tumours of the central nervous system in Denmark, 1980-1996. Br J Cancer. 2006;95(3):416–22.

    Article  CAS  Google Scholar 

  20. Johannesen TB, Angell-Andersen E, Tretli S, Langmark F, Lote K. Trends in incidence of brain and central nervous system tumors in Norway, 1970-1999. Neuroepidemiology. 2004;23(3):101–9.

    Article  CAS  Google Scholar 

  21. Hjalmars U, Kulldorff M, Wahlqvist Y, Lannering B. Increased incidence rates but no space-time clustering of childhood astrocytoma in Sweden, 1973-1992: a population-based study of pediatric brain tumors. Cancer. 1999;85(9):2077–90.

    CAS  PubMed  Google Scholar 

  22. Ruonala V. Number of radiological examinations in Finland in 2018 [internet]. Radiation and Nuclear Safety Authority. 2019; Available from:

  23. Abuhamed J, Nikkilä A, Lohi O, Auvinen A. Trends of computed tomography use among children in Finland. Eur J Radiol Open. 2020;7:100290.

    Article  Google Scholar 

  24. Smith-Bindman R, Kwan ML, Marlow EC, Theis MK, Bolch W, Cheng SY, et al. Trends in use of medical imaging in US health care systems and in Ontario, Canada, 2000-2016. JAMA. 2019;322(9):843–56.

    Article  Google Scholar 

  25. Brady Z, Forsythe AV, Mathews JD. The changing use of pediatric CT in Australia. Pediatr Radiol. 2016;46(8):1199–208.

    Article  Google Scholar 

  26. Miglioretti DL, Johnson E, Williams A, Greenlee RT, Weinmann S, Solberg LI, et al. The use of computed tomography in pediatrics and the associated radiation exposure and estimated cancer risk. JAMA Pediatr. 2013;167(8):700–7.

    Article  Google Scholar 

  27. Lannering B, Sandström PE, Holm S, Lundgren J, Pfeifer S, Samuelsson U, et al. Classification, incidence and survival analyses of children with CNS tumours diagnosed in Sweden 1984-2005. Acta Paediatr. 2009;98(10):1620–7.

    Article  Google Scholar 

  28. Schmidt LS, Schmiegelow K, Lahteenmaki P, Träger C, Stokland T, Grell K, et al. Incidence of childhood central nervous system tumors in the Nordic countries. Pediatr Blood Cancer. 2011;56(1):65–9.

    Article  Google Scholar 

  29. Janne Pitkäniemi, Nea Malila, Anni Virtanen, Henna Degerlund, Sanna Heikkinen, Karri Seppä. Cancer in Finland 2018 [Internet]. Helsinki: Cancer Society of Finland; 2020. Report No.: Publication No. 94. Available from:

  30. Jairam V, Roberts KB, Yu JB. Historical trends in the use of radiation therapy for pediatric cancers: 1973-2008. Int J Radiat Oncol Biol Phys. 2013;85(3):e151–5.

    Article  Google Scholar 

  31. Kadowaki Y, Hamada N, Kai M, Furukawa K. Evaluation of the lifetime brain/central nervous system cancer risk associated with childhood head CT scanning in Japan. Int J Cancer. 2020.

  32. Meulepas JM, Ronckers CM, Smets AMJB, Nievelstein RAJ, Gradowska P, Lee C, et al. Radiation exposure from pediatric CT scans and subsequent cancer risk in the Netherlands. J Natl Cancer Inst. 2019;111(3):256–63.

    Article  Google Scholar 

  33. Nikkilä A, Raitanen J, Lohi O, Auvinen A. Radiation exposure from computerised tomography and risk of childhood leukemia: Finnish register-based case-control study of childhood leukemia (FRECCLE). Haematologica. 2018;103(11):1873–80.

    Article  Google Scholar 

  34. Mathews JD, Forsythe AV, Brady Z, Butler MW, Goergen SK, Byrnes GB, et al. Cancer risk in 680 000 people exposed to computed tomography scans in childhood or adolescence: data linkage study of 11 million Australians. BMJ Online. 2013;346(7910):1–18.

    Google Scholar 

  35. Pearce MS, Salotti JA, Little MP, McHugh K, Lee C, Kim KP, et al. Radiation exposure from CT scans in childhood and subsequent risk of leukaemia and brain tumours: a retrospective cohort study. Lancet. 2012;380(9840):499–505.

    Article  Google Scholar 

Download references


We want to thank Aapeli Nevala from the Finnish Cancer Registry for his valuable contribution to this work.


Not applicable.

Author information

Authors and Affiliations



JA: Conceptualization, Methodology, Writing - Original Draft, Data Curation, Formal analysis; AN: Formal analysis, Visualization, Writing - Review & Editing; JR: Formal analysis, Software, Data curation; WA: Visualization, Writing - Review & Editing; OL: Methodology, Writing - Review & Editing; JP: Validation, Writing - Review & Editing; HH: Methodology, Data Curation, Writing - Review & Editing; AA: Supervision, Conceptualization, Methodology, Writing - Review & Editing. The authors read and approved the final manuscript.

Corresponding author

Correspondence to Jad Abuhamed.

Ethics declarations

Ethics approval and consent to participate

The requirement for ethical approval and consent to participate is waived according to Finnish legislation on register examinations in which the subjects are not in contact / are not subject to intervention. The ethics committee: Regional Ethics Committee of the Expert Responsibility area of Tampere University Hospital.

Methods: All methods were carried out in accordance with relevant guidelines and regulations.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit The Creative Commons Public Domain Dedication waiver ( applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Abuhamed, J., Nikkilä, A., Raitanen, J. et al. Incidence trends of childhood central nervous system tumors in Finland 1990–2017. BMC Cancer 22, 784 (2022).

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: