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Foss-Skiftesvik J, Li S, Rosenbaum A, Hagen CM, Stoltze UK, Ljungqvist S, Hjalmars U, Schmiegelow K, Morimoto L, de Smith AJ, Mathiasen R, Metayer C, Hougaard D, Melin B, Walsh KM, Bybjerg-Grauholm J, Dahlin AM, Wiemels JL. Multi-ancestry genome-wide association study of 4069 children with glioma identifies 9p21.3 risk locus. Neuro Oncol 2023; 25:1709-1720. [PMID: 36810956 PMCID: PMC10484172 DOI: 10.1093/neuonc/noad042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Indexed: 02/24/2023] Open
Abstract
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.
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Affiliation(s)
- Jon Foss-Skiftesvik
- 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
| | - Shaobo Li
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - Adam Rosenbaum
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | | | - Ulrik Kristoffer Stoltze
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet University Hospital, Copenhagen, Denmark
- Department of Clinical Genetics, Rigshospitalet University Hospital, Copenhagen, Denmark
| | - Sally Ljungqvist
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Ulf Hjalmars
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet University Hospital, Copenhagen, Denmark
| | - Libby Morimoto
- Center for Personalized Medicine, Children’s Hospital of Los Angeles, Los Angeles, California, USA
| | - Adam J de Smith
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
| | - René Mathiasen
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet University Hospital, Copenhagen, Denmark
| | - Catherine Metayer
- School of Public Health, University of California, Berkeley, Berkeley, California, USA
| | - David Hougaard
- Section for Neonatal Genetics, Statens Serum Institute, Copenhagen, Denmark
| | - Beatrice Melin
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Kyle M Walsh
- Division of Neuro-Epidemiology, Department of Neurosurgery, Duke University, Durham, North Carolina, USA
| | | | - Anna M Dahlin
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Joseph L Wiemels
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, California, USA
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Stoltze UK, Foss-Skiftesvik J, van Overeem Hansen T, Byrjalsen A, Sehested A, Scheie D, Stamm Mikkelsen T, Rasmussen S, Bak M, Okkels H, Thude Callesen M, Skjøth-Rasmussen J, Gerdes AM, Schmiegelow K, Mathiasen R, Wadt K. Genetic predisposition and evolutionary traces of pediatric cancer risk: a prospective 5-year population-based genome sequencing study of children with CNS tumors. Neuro Oncol 2023; 25:761-773. [PMID: 35902210 PMCID: PMC10076945 DOI: 10.1093/neuonc/noac187] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The etiology of central nervous system (CNS) tumors in children is largely unknown and population-based studies of genetic predisposition are lacking. METHODS In this prospective, population-based study, we performed germline whole-genome sequencing in 128 children with CNS tumors, supplemented by a systematic pedigree analysis covering 3543 close relatives. RESULTS Thirteen children (10%) harbored pathogenic variants in known cancer genes. These children were more likely to have medulloblastoma (OR 5.9, CI 1.6-21.2) and develop metasynchronous CNS tumors (P = 0.01). Similar carrier frequencies were seen among children with low-grade glioma (12.8%) and high-grade tumors (12.2%). Next, considering the high mortality of childhood CNS tumors throughout most of human evolution, we explored known pediatric-onset cancer genes, showing that they are more evolutionarily constrained than genes associated with risk of adult-onset malignancies (P = 5e-4) and all other genes (P = 5e-17). Based on this observation, we expanded our analysis to 2986 genes exhibiting high evolutionary constraint in 141,456 humans. This analysis identified eight directly causative loss-of-functions variants, and showed a dose-response association between degree of constraint and likelihood of pathogenicity-raising the question of the role of other highly constrained gene alterations detected. CONCLUSIONS Approximately 10% of pediatric CNS tumors can be attributed to rare variants in known cancer genes. Genes associated with high risk of childhood cancer show evolutionary evidence of constraint.
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Affiliation(s)
- Ulrik Kristoffer Stoltze
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Genetics, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Jon Foss-Skiftesvik
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
- Department of Neurosurgery, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Thomas van Overeem Hansen
- Department of Clinical Genetics, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Anna Byrjalsen
- Department of Clinical Genetics, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Astrid Sehested
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - David Scheie
- Department of Pathology, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Torben Stamm Mikkelsen
- Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Simon Rasmussen
- Novo Nordisk Foundation Center for Protein Research, Copenhagen University, Copenhagen, Denmark
| | - Mads Bak
- Department of Clinical Genetics, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Henrik Okkels
- Department of Molecular Diagnostics, Aalborg University Hospital, Aalborg, Denmark
| | - Michael Thude Callesen
- Department of Pediatrics and Adolescent Medicine, Odense University Hospital, Odense, Denmark
| | - Jane Skjøth-Rasmussen
- Department of Neurosurgery, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Anne-Marie Gerdes
- Department of Clinical Genetics, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Kjeld Schmiegelow
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - René Mathiasen
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
| | - Karin Wadt
- Department of Clinical Genetics, Rigshospitalet - Copenhagen University Hospital, Copenhagen, Denmark
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