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1.
J Clin Oncol ; 32(9): 886-96, 2014 Mar 20.
Article in English | MEDLINE | ID: mdl-24493713

ABSTRACT

PURPOSE: Medulloblastoma comprises four distinct molecular subgroups: WNT, SHH, Group 3, and Group 4. Current medulloblastoma protocols stratify patients based on clinical features: patient age, metastatic stage, extent of resection, and histologic variant. Stark prognostic and genetic differences among the four subgroups suggest that subgroup-specific molecular biomarkers could improve patient prognostication. PATIENTS AND METHODS: Molecular biomarkers were identified from a discovery set of 673 medulloblastomas from 43 cities around the world. Combined risk stratification models were designed based on clinical and cytogenetic biomarkers identified by multivariable Cox proportional hazards analyses. Identified biomarkers were tested using fluorescent in situ hybridization (FISH) on a nonoverlapping medulloblastoma tissue microarray (n = 453), with subsequent validation of the risk stratification models. RESULTS: Subgroup information improves the predictive accuracy of a multivariable survival model compared with clinical biomarkers alone. Most previously published cytogenetic biomarkers are only prognostic within a single medulloblastoma subgroup. Profiling six FISH biomarkers (GLI2, MYC, chromosome 11 [chr11], chr14, 17p, and 17q) on formalin-fixed paraffin-embedded tissues, we can reliably and reproducibly identify very low-risk and very high-risk patients within SHH, Group 3, and Group 4 medulloblastomas. CONCLUSION: Combining subgroup and cytogenetic biomarkers with established clinical biomarkers substantially improves patient prognostication, even in the context of heterogeneous clinical therapies. The prognostic significance of most molecular biomarkers is restricted to a specific subgroup. We have identified a small panel of cytogenetic biomarkers that reliably identifies very high-risk and very low-risk groups of patients, making it an excellent tool for selecting patients for therapy intensification and therapy de-escalation in future clinical trials.


Subject(s)
Biomarkers, Tumor/genetics , Hedgehog Proteins , Medulloblastoma/genetics , Wnt Proteins , Adolescent , Child , Child, Preschool , Chromosomes, Human, Pair 11 , Chromosomes, Human, Pair 14 , Cytogenetics , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Hedgehog Proteins/genetics , Humans , In Situ Hybridization, Fluorescence , Infant , Kruppel-Like Transcription Factors/genetics , Male , Medulloblastoma/mortality , Medulloblastoma/pathology , Medulloblastoma/therapy , Nuclear Proteins/genetics , Predictive Value of Tests , Prognosis , Proportional Hazards Models , Proto-Oncogene Proteins c-myc/genetics , Reproducibility of Results , Risk Assessment , Risk Factors , Tissue Array Analysis , Wnt Proteins/genetics , Young Adult , Zinc Finger Protein Gli2
2.
J Clin Oncol ; 31(23): 2927-35, 2013 Aug 10.
Article in English | MEDLINE | ID: mdl-23835706

ABSTRACT

PURPOSE: Reports detailing the prognostic impact of TP53 mutations in medulloblastoma offer conflicting conclusions. We resolve this issue through the inclusion of molecular subgroup profiles. PATIENTS AND METHODS: We determined subgroup affiliation, TP53 mutation status, and clinical outcome in a discovery cohort of 397 medulloblastomas. We subsequently validated our results on an independent cohort of 156 medulloblastomas. RESULTS: TP53 mutations are enriched in wingless (WNT; 16%) and sonic hedgehog (SHH; 21%) medulloblastomas and are virtually absent in subgroups 3 and 4 tumors (P < .001). Patients with SHH/TP53 mutant tumors are almost exclusively between ages 5 and 18 years, dramatically different from the general SHH distribution (P < .001). Children with SHH/TP53 mutant tumors harbor 56% germline TP53 mutations, which are not observed in children with WNT/TP53 mutant tumors. Five-year overall survival (OS; ± SE) was 41% ± 9% and 81% ± 5% for patients with SHH medulloblastomas with and without TP53 mutations, respectively (P < .001). Furthermore, TP53 mutations accounted for 72% of deaths in children older than 5 years with SHH medulloblastomas. In contrast, 5-year OS rates were 90% ± 9% and 97% ± 3% for patients with WNT tumors with and without TP53 mutations (P = .21). Multivariate analysis revealed that TP53 status was the most important risk factor for SHH medulloblastoma. Survival rates in the validation cohort mimicked the discovery results, revealing that poor survival of TP53 mutations is restricted to patients with SHH medulloblastomas (P = .012) and not WNT tumors. CONCLUSION: Subgroup-specific analysis reconciles prior conflicting publications and confirms that TP53 mutations are enriched among SHH medulloblastomas, in which they portend poor outcome and account for a large proportion of treatment failures in these patients.


Subject(s)
Cerebellar Neoplasms/genetics , Genes, p53 , Medulloblastoma/genetics , Mutation , Adolescent , Adult , Cerebellar Neoplasms/pathology , Child , Child, Preschool , Female , Gene Expression Profiling , Humans , Infant , Male , Medulloblastoma/pathology , Middle Aged , Prognosis , Young Adult
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