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Multi-ancestry genome-wide association study of 4069 children with glioma identifies 9p21.3 risk locus
Department of Neurosurgery, Rigshospitalet University Hospital, Copenhagen, Denmark; Department of Pediatrics and Adolescent Medicine, Rigshospitalet University Hospital, Copenhagen, Denmark; Section for Neonatal Genetics, Statens Serum Institute, Copenhagen, Denmark.
Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, CA, Los Angeles, United States.
Umeå universitet, Medicinska fakulteten, Institutionen för strålningsvetenskaper, Onkologi.
Section for Neonatal Genetics, Statens Serum Institute, Copenhagen, Denmark.
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2023 (Engelska)Ingår i: Neuro-Oncology, ISSN 1522-8517, E-ISSN 1523-5866, Vol. 25, nr 9, s. 1709-1720Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

BACKGROUND: Although recent sequencing studies have revealed that 10% of childhood gliomas are caused by rare germline mutations, the role of common variants is undetermined and no genome-wide significant risk loci for pediatric central nervous system tumors have been identified to date.

METHODS: Meta-analysis of 3 population-based genome-wide association studies comprising 4069 children with glioma and 8778 controls of multiple genetic ancestries. Replication was performed in a separate case-control cohort. Quantitative trait loci analyses and a transcriptome-wide association study were conducted to assess possible links with brain tissue expression across 18 628 genes.

RESULTS: Common variants in CDKN2B-AS1 at 9p21.3 were significantly associated with astrocytoma, the most common subtype of glioma in children (rs573687, P-value of 6.974e-10, OR 1.273, 95% CI 1.179-1.374). The association was driven by low-grade astrocytoma (P-value of 3.815e-9) and exhibited unidirectional effects across all 6 genetic ancestries. For glioma overall, the association approached genome-wide significance (rs3731239, P-value of 5.411e-8), while no significant association was observed for high-grade tumors. Predicted decreased brain tissue expression of CDKN2B was significantly associated with astrocytoma (P-value of 8.090e-8).

CONCLUSIONS: In this population-based genome-wide association study meta-analysis, we identify and replicate 9p21.3 (CDKN2B-AS1) as a risk locus for childhood astrocytoma, thereby establishing the first genome-wide significant evidence of common variant predisposition in pediatric neuro-oncology. We furthermore provide a functional basis for the association by showing a possible link to decreased brain tissue CDKN2B expression and substantiate that genetic susceptibility differs between low- and high-grade astrocytoma.

Ort, förlag, år, upplaga, sidor
Oxford University Press, 2023. Vol. 25, nr 9, s. 1709-1720
Nyckelord [en]
Childhood brain tumors, genetic susceptibility, glioma, GWAS, pediatric neuro-oncology
Nationell ämneskategori
Cancer och onkologi Medicinsk genetik och genomik
Identifikatorer
URN: urn:nbn:se:umu:diva-214245DOI: 10.1093/neuonc/noad042ISI: 000959346400001PubMedID: 36810956Scopus ID: 2-s2.0-85151731119OAI: oai:DiVA.org:umu-214245DiVA, id: diva2:1798231
Forskningsfinansiär
BarncancerfondenCancerforskningsfonden i NorrlandVetenskapsrådetCancerfondenTillgänglig från: 2023-09-18 Skapad: 2023-09-18 Senast uppdaterad: 2025-11-05Bibliografiskt granskad
Ingår i avhandling
1. Germline genetic predisposition to glioma
Öppna denna publikation i ny flik eller fönster >>Germline genetic predisposition to glioma
2025 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Background: Gliomas are the most common primary malignant tumors of the central nervous system, encompassing a heterogeneous group of subtypes with varying clinical outcomes. Despite advances inthe molecular understanding of glioma biology, therapeutic options—especially for higher-grade gliomas—remain limited, and survival outcomes have not been significantly improved. While environmental factors play a minor role in glioma development, germline genetics have emerged as an important contributor toward glioma susceptibility. Nevertheless, the biological mechanisms and complete spectrum ofgenetic risk factors require further investigation.

Aim: The aim of this thesis was to further contribute to the knowledge of genetic susceptibility to glioma through three studies: a functional study to understand the biological mechanism behind an established risk variant in the LRIG1 gene (Paper I), a genome-wide association study (GWAS) of common genetic variation investigating risk for pediatric glioma (Paper II), and a study investigating rare germline variants in adult glioma patients from a regional cohort (Paper III).

Methods: In Paper I, CRISPR-Cas9 was used to generate isogenic HEK293 with and without a known risk allele (rs11706832, A/C). Transcriptome profiling and metabolomics were performed to investigate the functional impact of the allele in the cell lines. In PaperII, a meta-GWAS was performed, including over 4,069 pediatric gliomas and 8,778 controls from Sweden, Denmark, and the United States. Germline genotyping was performed using single nucleotidepolymorphism (SNP) arrays on blood-derived DNA. Transcriptome-wide association studies (TWAS) and a colocalization analysis were performedusing publicly available expression quantitative trait locus data. In PaperIII, whole-genome sequencing was performed on blood samples from 113 adult glioma patients from a regional cohort from northern Sweden. 

Results: In Paper I, no direct effect from the risk allele on LRIG1 expression or splicing was found. However, altered expression of mitochondrial genes was observed, possibly due to dysregulation of SLC25A26. A global pattern of dysregulated innate immunity was observed and validated using bulk gene-expression data from the Cancer Genome Atlas low-grade gliomas. In Paper II, a genome-wide significant risk locus for childhood pediatric gliomas was identified at 9p21.3 (CDKN2B-AS1 locus, lead SNP rs573687, odds ratio = 1.27, p = 6.97e10). TWAS and colocalization results linked this risk to a reduced expression of tumor suppressor CDKN2B. In Paper III, 17.6% of the adult glioma patients had pathogenic or likely pathogenic variants in viestablished predisposition genes, primarily in DNA repair genes. Additionally, gene-wise burden tests suggested enrichment for rare germline variants in TP53 and in two genes not previously linked toglioma predisposition, CREBBP and DNMT3A.

Conclusion: Collectively, the results from this thesis demonstrate that genetic predisposition to glioma involves multiple genetic factors and must be studied using a wide range of methodologies, including methods to capture rare germline mutations and common genetic variation. These results highlight the importance of both rare and common germline variants in glioma predisposition, underscoring the potential of integrating germline genetics into future risk stratification and research efforts. 

Ort, förlag, år, upplaga, sidor
Umeå: Umeå University, 2025. s. 62
Serie
Umeå University medical dissertations, ISSN 0346-6612 ; 2387
Nyckelord
Brain Tumors, Glioma, Cancer, Cancer Predisposition, Cancer Epidemiology, Cancer Genetics
Nationell ämneskategori
Cancer och onkologi
Forskningsämne
cancerepidemiologi
Identifikatorer
urn:nbn:se:umu:diva-246174 (URN)978-91-8070-809-8 (ISBN)978-91-8070-810-4 (ISBN)
Disputation
2025-12-05, Stora Hörsalen 5B, Norrlands Universitetssjukhus, Umeå, 09:00 (Engelska)
Opponent
Handledare
Tillgänglig från: 2025-11-14 Skapad: 2025-11-05 Senast uppdaterad: 2025-11-27Bibliografiskt granskad

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