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2.
Nature ; 609(7929): 1021-1028, 2022 09.
Article in English | MEDLINE | ID: mdl-36131014

ABSTRACT

Medulloblastoma (MB) comprises a group of heterogeneous paediatric embryonal neoplasms of the hindbrain with strong links to early development of the hindbrain1-4. Mutations that activate Sonic hedgehog signalling lead to Sonic hedgehog MB in the upper rhombic lip (RL) granule cell lineage5-8. By contrast, mutations that activate WNT signalling lead to WNT MB in the lower RL9,10. However, little is known about the more commonly occurring group 4 (G4) MB, which is thought to arise in the unipolar brush cell lineage3,4. Here we demonstrate that somatic mutations that cause G4 MB converge on the core binding factor alpha (CBFA) complex and mutually exclusive alterations that affect CBFA2T2, CBFA2T3, PRDM6, UTX and OTX2. CBFA2T2 is expressed early in the progenitor cells of the cerebellar RL subventricular zone in Homo sapiens, and G4 MB transcriptionally resembles these progenitors but are stalled in developmental time. Knockdown of OTX2 in model systems relieves this differentiation blockade, which allows MB cells to spontaneously proceed along normal developmental differentiation trajectories. The specific nature of the split human RL, which is destined to generate most of the neurons in the human brain, and its high level of susceptible EOMES+KI67+ unipolar brush cell progenitor cells probably predisposes our species to the development of G4 MB.


Subject(s)
Cell Differentiation , Cerebellar Neoplasms , Medulloblastoma , Metencephalon , Cell Differentiation/genetics , Cell Lineage , Cerebellar Neoplasms/classification , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Cerebellum/embryology , Cerebellum/pathology , Core Binding Factor alpha Subunits/genetics , Hedgehog Proteins/metabolism , Histone Demethylases , Humans , Ki-67 Antigen/metabolism , Medulloblastoma/classification , Medulloblastoma/genetics , Medulloblastoma/pathology , Metencephalon/embryology , Metencephalon/pathology , Muscle Proteins , Mutation , Otx Transcription Factors/deficiency , Otx Transcription Factors/genetics , Repressor Proteins , T-Box Domain Proteins/metabolism , Transcription Factors
3.
Front Psychol ; 13: 1092284, 2022.
Article in English | MEDLINE | ID: mdl-36687934

ABSTRACT

Introduction: Substantial research indicates that high quality early childhood education and care (ECEC) confers a wide range of benefits for children, yet quality in ECEC remains inconsistent. Given the variability in training and qualifications, one strategy for improving ECEC quality is in-service professional development (PD). Methods: The current study evaluated an evidence-based in-service PD programme, Leadership for Learning, via a cluster randomised controlled trial involving 83 ECEC services and 1,346 children in their final year of pre-school. Results: Results indicated significant improvements in teaching quality across treatment centres and child development outcomes in language, numeracy and social-emotional development. Discussion: This study provides strong support for making evidence-informed PD routinely available for ECEC practitioners.

5.
Nat Commun ; 12(1): 1749, 2021 03 19.
Article in English | MEDLINE | ID: mdl-33741928

ABSTRACT

Sonic hedgehog medulloblastoma encompasses a clinically and molecularly diverse group of cancers of the developing central nervous system. Here, we use unbiased sequencing of the transcriptome across a large cohort of 250 tumors to reveal differences among molecular subtypes of the disease, and demonstrate the previously unappreciated importance of non-coding RNA transcripts. We identify alterations within the cAMP dependent pathway (GNAS, PRKAR1A) which converge on GLI2 activity and show that 18% of tumors have a genetic event that directly targets the abundance and/or stability of MYCN. Furthermore, we discover an extensive network of fusions in focally amplified regions encompassing GLI2, and several loss-of-function fusions in tumor suppressor genes PTCH1, SUFU and NCOR1. Molecular convergence on a subset of genes by nucleotide variants, copy number aberrations, and gene fusions highlight the key roles of specific pathways in the pathogenesis of Sonic hedgehog medulloblastoma and open up opportunities for therapeutic intervention.


Subject(s)
Cerebellar Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Hedgehog Proteins/genetics , Medulloblastoma/genetics , Transcriptome , Adolescent , Adult , Child , Child, Preschool , Female , Gene Regulatory Networks , Genetic Variation , Humans , Infant , Male , Middle Aged , Signal Transduction/genetics , Young Adult
6.
PLoS One ; 15(12): e0243272, 2020.
Article in English | MEDLINE | ID: mdl-33270750

ABSTRACT

Cluster of differentiation (CD) 166 or activated leukocyte cell adhesion molecule (ALCAM) is a transmembrane molecule known to be an intercellular adhesion factor. The expression and function of ALCAM in medulloblastoma (MB), a pediatric brain tumor with highly advanced molecular genetics, remains unclear. Therefore, this study aimed to clarify the significance and functional role of ALCAM expression in MB. ALCAM expression in 45 patients with MB was evaluated by immunohistochemical analysis of formalin-fixed paraffin-embedded clinical specimens and the relationship between ALCAM expression and pathological type/molecular subgroup, such as WNT, SHH, Group 3, and Group 4, was examined. Eight ALCAM positive (18%), seven partially positive (16%), and 30 negative (67%) cases were detected. All seven cases of the WNT molecular subgroup were ALCAM positive and ALCAM expression strongly correlated with this subgroup (P < 0.0001). In addition, functional studies using MB cell lines revealed ALCAM expression affected proliferation and migration as a positive regulator in vitro. However, ALCAM silencing did not affect survival or the formation of leptomeningeal dissemination in an orthotopic mouse model, but did induce a malignant phenotype with increased tumor cell invasion at the dissemination sites (P = 0.0029). In conclusion, our results revealed that ALCAM exhibited highly specific expression in the WNT subgroup of MB. Furthermore, we demonstrated that the cell kinetics of MB cell lines can be altered by the expression of ALCAM.


Subject(s)
Antigens, CD/metabolism , Cell Adhesion Molecules, Neuronal/metabolism , Fetal Proteins/metabolism , Medulloblastoma/metabolism , Wnt Proteins/metabolism , Activated-Leukocyte Cell Adhesion Molecule/genetics , Adolescent , Animals , Antigens, CD/physiology , Biomarkers, Tumor/metabolism , Brain Neoplasms/genetics , Cell Adhesion/genetics , Cell Adhesion Molecules, Neuronal/physiology , Cell Movement/genetics , Cell Proliferation/genetics , Cerebellar Neoplasms/genetics , Child , Child, Preschool , Female , Fetal Proteins/physiology , Gene Expression/genetics , Gene Expression Profiling , Humans , Infant , Japan/epidemiology , Male , Medulloblastoma/physiopathology , Mice , Neoplasm Invasiveness , RNA, Messenger/genetics , Wnt Proteins/genetics , Young Adult
7.
Cell ; 181(6): 1329-1345.e24, 2020 06 11.
Article in English | MEDLINE | ID: mdl-32445698

ABSTRACT

Posterior fossa A (PFA) ependymomas are lethal malignancies of the hindbrain in infants and toddlers. Lacking highly recurrent somatic mutations, PFA ependymomas are proposed to be epigenetically driven tumors for which model systems are lacking. Here we demonstrate that PFA ependymomas are maintained under hypoxia, associated with restricted availability of specific metabolites to diminish histone methylation, and increase histone demethylation and acetylation at histone 3 lysine 27 (H3K27). PFA ependymomas initiate from a cell lineage in the first trimester of human development that resides in restricted oxygen. Unlike other ependymomas, transient exposure of PFA cells to ambient oxygen induces irreversible cellular toxicity. PFA tumors exhibit a low basal level of H3K27me3, and, paradoxically, inhibition of H3K27 methylation specifically disrupts PFA tumor growth. Targeting metabolism and/or the epigenome presents a unique opportunity for rational therapy for infants with PFA ependymoma.


Subject(s)
Ependymoma/genetics , Ependymoma/metabolism , Epigenome/genetics , Infratentorial Neoplasms/genetics , Infratentorial Neoplasms/metabolism , Animals , Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Cell Line , Cell Proliferation/genetics , DNA Methylation/genetics , Epigenomics/methods , Histones/genetics , Histones/metabolism , Humans , Infant , Lysine/genetics , Lysine/metabolism , Male , Mice, Inbred C57BL , Mutation/genetics
8.
Neuro Oncol ; 22(10): 1474-1483, 2020 10 14.
Article in English | MEDLINE | ID: mdl-32242226

ABSTRACT

BACKGROUND: Both genetic and methylation analysis have been shown to provide insight into the diagnosis and prognosis of many brain tumors. However, the implication of methylation profiling and its interaction with genetic alterations in pediatric low-grade gliomas (PLGGs) are unclear. METHODS: We performed a comprehensive analysis of PLGG with long-term clinical follow-up. In total 152 PLGGs were analyzed from a range of pathological subtypes, including 40 gangliogliomas. Complete molecular analysis was compared with genome-wide methylation data and outcome in all patients. For further analysis of specific PLGG groups, including BRAF p.V600E mutant gliomas, we compiled an additional cohort of clinically and genetically defined tumors from 3 large centers. RESULTS: Unsupervised hierarchical clustering revealed 5 novel subgroups of PLGG. These were dominated by nonneoplastic factors such as tumor location and lymphocytic infiltration. Midline PLGG clustered together while deep hemispheric lesions differed from lesions in the periphery. Mutations were distributed throughout these location-driven clusters of PLGG. A novel methylation cluster suggesting high lymphocyte infiltration was confirmed pathologically and exhibited worse progression-free survival compared with PLGG harboring similar molecular alterations (P = 0.008; multivariate analysis: P = 0.035). Although the current methylation classifier revealed low confidence in 44% of cases and failed to add information in most PLGG, it was helpful in reclassifying rare cases. The addition of histopathological and molecular information to specific methylation subgroups such as pleomorphic xanthoastrocytoma-like tumors could stratify these tumors into low and high risk (P = 0.0014). CONCLUSION: The PLGG methylome is affected by multiple nonneoplastic factors. Combined molecular and pathological analysis is key to provide additional information when methylation classification is used for PLGG in the clinical setting.


Subject(s)
Astrocytoma , Brain Neoplasms , Glioma , Brain Neoplasms/genetics , Child , Epigenesis, Genetic , Epigenomics , Glioma/genetics , Humans , Mutation
9.
Nat Med ; 26(5): 720-731, 2020 05.
Article in English | MEDLINE | ID: mdl-32341580

ABSTRACT

Recurrent medulloblastoma and ependymoma are universally lethal, with no approved targeted therapies and few candidates presently under clinical evaluation. Nearly all recurrent medulloblastomas and posterior fossa group A (PFA) ependymomas are located adjacent to and bathed by the cerebrospinal fluid, presenting an opportunity for locoregional therapy, bypassing the blood-brain barrier. We identify three cell-surface targets, EPHA2, HER2 and interleukin 13 receptor α2, expressed on medulloblastomas and ependymomas, but not expressed in the normal developing brain. We validate intrathecal delivery of EPHA2, HER2 and interleukin 13 receptor α2 chimeric antigen receptor T cells as an effective treatment for primary, metastatic and recurrent group 3 medulloblastoma and PFA ependymoma xenografts in mouse models. Finally, we demonstrate that administration of these chimeric antigen receptor T cells into the cerebrospinal fluid, alone or in combination with azacytidine, is a highly effective therapy for multiple metastatic mouse models of group 3 medulloblastoma and PFA ependymoma, thereby providing a rationale for clinical trials of these approaches in humans.


Subject(s)
Brain Neoplasms/therapy , Cancer Vaccines/administration & dosage , Cerebrospinal Fluid/drug effects , Ependymoma/therapy , Immunotherapy, Adoptive/methods , Medulloblastoma/therapy , Animals , Brain Neoplasms/cerebrospinal fluid , Brain Neoplasms/immunology , Brain Neoplasms/pathology , Cerebellar Neoplasms/cerebrospinal fluid , Cerebellar Neoplasms/immunology , Cerebellar Neoplasms/pathology , Cerebellar Neoplasms/therapy , Cerebrospinal Fluid/immunology , Child , Child, Preschool , Drug Delivery Systems/methods , Ependymoma/cerebrospinal fluid , Ependymoma/immunology , Ependymoma/pathology , Female , HEK293 Cells , Humans , Infant , Injections, Intraventricular , Male , Medulloblastoma/cerebrospinal fluid , Medulloblastoma/immunology , Medulloblastoma/pathology , Mice , Neoplasm Metastasis , Receptors, Chimeric Antigen/administration & dosage , Receptors, Chimeric Antigen/genetics , Receptors, Chimeric Antigen/immunology , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , T-Lymphocytes/transplantation , Treatment Outcome , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
10.
Nature ; 574(7780): 707-711, 2019 10.
Article in English | MEDLINE | ID: mdl-31664194

ABSTRACT

In cancer, recurrent somatic single-nucleotide variants-which are rare in most paediatric cancers-are confined largely to protein-coding genes1-3. Here we report highly recurrent hotspot mutations (r.3A>G) of U1 spliceosomal small nuclear RNAs (snRNAs) in about 50% of Sonic hedgehog (SHH) medulloblastomas. These mutations were not present across other subgroups of medulloblastoma, and we identified these hotspot mutations in U1 snRNA in only <0.1% of 2,442 cancers, across 36 other tumour types. The mutations occur in 97% of adults (subtype SHHδ) and 25% of adolescents (subtype SHHα) with SHH medulloblastoma, but are largely absent from SHH medulloblastoma in infants. The U1 snRNA mutations occur in the 5' splice-site binding region, and snRNA-mutant tumours have significantly disrupted RNA splicing and an excess of 5' cryptic splicing events. Alternative splicing mediated by mutant U1 snRNA inactivates tumour-suppressor genes (PTCH1) and activates oncogenes (GLI2 and CCND2), and represents a target for therapy. These U1 snRNA mutations provide an example of highly recurrent and tissue-specific mutations of a non-protein-coding gene in cancer.


Subject(s)
Cerebellar Neoplasms/genetics , Hedgehog Proteins/genetics , Medulloblastoma/genetics , RNA, Small Nuclear/genetics , Adolescent , Adult , Alternative Splicing , Hedgehog Proteins/metabolism , Humans , Mutation , RNA Splice Sites , RNA Splicing
11.
Cell Stem Cell ; 25(3): 433-446.e7, 2019 09 05.
Article in English | MEDLINE | ID: mdl-31204176

ABSTRACT

Human neural stem cell cultures provide progenitor cells that are potential cells of origin for brain cancers. However, the extent to which genetic predisposition to tumor formation can be faithfully captured in stem cell lines is uncertain. Here, we evaluated neuroepithelial stem (NES) cells, representative of cerebellar progenitors. We transduced NES cells with MYCN, observing medulloblastoma upon orthotopic implantation in mice. Significantly, transcriptomes and patterns of DNA methylation from xenograft tumors were globally more representative of human medulloblastoma compared to a MYCN-driven genetically engineered mouse model. Orthotopic transplantation of NES cells generated from Gorlin syndrome patients, who are predisposed to medulloblastoma due to germline-mutated PTCH1, also generated medulloblastoma. We engineered candidate cooperating mutations in Gorlin NES cells, with mutation of DDX3X or loss of GSE1 both accelerating tumorigenesis. These findings demonstrate that human NES cells provide a potent experimental resource for dissecting genetic causation in medulloblastoma.


Subject(s)
Basal Cell Nevus Syndrome/genetics , Brain Neoplasms/genetics , Medulloblastoma/genetics , N-Myc Proto-Oncogene Protein/metabolism , Neural Stem Cells/physiology , Neuroepithelial Cells/physiology , Pluripotent Stem Cells/physiology , Animals , Basal Cell Nevus Syndrome/metabolism , Basal Cell Nevus Syndrome/pathology , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Carcinogenesis/genetics , DEAD-box RNA Helicases/genetics , Disease Models, Animal , Genetic Engineering , Genetic Predisposition to Disease , Humans , Medulloblastoma/metabolism , Medulloblastoma/pathology , Mice , Mice, SCID , N-Myc Proto-Oncogene Protein/genetics , Neoplasm Proteins/genetics , Patched-1 Receptor/genetics , Stem Cell Transplantation , Transplantation, Heterologous
12.
Nature ; 572(7767): 67-73, 2019 08.
Article in English | MEDLINE | ID: mdl-31043743

ABSTRACT

Study of the origin and development of cerebellar tumours has been hampered by the complexity and heterogeneity of cerebellar cells that change over the course of development. Here we use single-cell transcriptomics to study more than 60,000 cells from the developing mouse cerebellum and show that different molecular subgroups of childhood cerebellar tumours mirror the transcription of cells from distinct, temporally restricted cerebellar lineages. The Sonic Hedgehog medulloblastoma subgroup transcriptionally mirrors the granule cell hierarchy as expected, while group 3 medulloblastoma resembles Nestin+ stem cells, group 4 medulloblastoma resembles unipolar brush cells, and PFA/PFB ependymoma and cerebellar pilocytic astrocytoma resemble the prenatal gliogenic progenitor cells. Furthermore, single-cell transcriptomics of human childhood cerebellar tumours demonstrates that many bulk tumours contain a mixed population of cells with divergent differentiation. Our data highlight cerebellar tumours as a disorder of early brain development and provide a proximate explanation for the peak incidence of cerebellar tumours in early childhood.


Subject(s)
Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Evolution, Molecular , Fetus/metabolism , Gene Expression Regulation, Developmental , Gene Expression Regulation, Neoplastic , Transcription, Genetic , Animals , Cerebellar Neoplasms/classification , Cerebellum/cytology , Cerebellum/embryology , Cerebellum/metabolism , Child , Female , Fetus/cytology , Glioma/classification , Glioma/genetics , Glioma/pathology , Humans , Medulloblastoma/classification , Medulloblastoma/genetics , Medulloblastoma/pathology , Mice , Sequence Analysis, RNA , Single-Cell Analysis , Time Factors , Transcriptome/genetics
13.
Cancer Res ; 79(9): 2426-2434, 2019 05 01.
Article in English | MEDLINE | ID: mdl-30890619

ABSTRACT

Medulloblastoma (MB) is a pediatric malignant brain tumor composed of four different subgroups (WNT, SHH, Group 3, Group 4), each of which are a unique biological entity with distinct clinico-pathological, molecular, and prognostic characteristics. Although risk stratification of patients with MB based on molecular features may offer personalized therapies, conventional subgroup identification methods take too long and are unable to deliver subgroup information intraoperatively. This limitation prevents subgroup-specific adjustment of the extent or the aggressiveness of the tumor resection by the neurosurgeon. In this study, we investigated the potential of rapid tumor characterization with Picosecond infrared laser desorption mass spectrometry (PIRL-MS) for MB subgroup classification based on small molecule signatures. One hundred and thirteen ex vivo MB tumors from a local tissue bank were subjected to 10- to 15-second PIRL-MS data collection and principal component analysis with linear discriminant analysis (PCA-LDA). The MB subgroup model was established from 72 independent tumors; the remaining 41 de-identified unknown tumors were subjected to multiple, 10-second PIRL-MS samplings and real-time PCA-LDA analysis using the above model. The resultant 124 PIRL-MS spectra from each sampling event, after the application of a 95% PCA-LDA prediction probability threshold, yielded a 98.9% correct classification rate. Post-ablation histopathologic analysis suggested that intratumoral heterogeneity or sample damage prior to PIRL-MS sampling at the site of laser ablation was able to explain failed classifications. Therefore, upon translation, 10-seconds of PIRL-MS sampling is sufficient to allow personalized, subgroup-specific treatment of MB during surgery. SIGNIFICANCE: This study demonstrates that laser-extracted lipids allow immediate grading of medulloblastoma tumors into prognostically important subgroups in 10 seconds, providing medulloblastoma pathology in an actionable manner during surgery.


Subject(s)
Cerebellar Neoplasms/classification , Cerebellar Neoplasms/pathology , Intraoperative Care , Medulloblastoma/classification , Medulloblastoma/pathology , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Cerebellar Neoplasms/surgery , Humans , Medulloblastoma/surgery
14.
Cancer Res ; 79(9): 2111-2123, 2019 05 01.
Article in English | MEDLINE | ID: mdl-30877103

ABSTRACT

Pediatric glioblastoma (pGBM) is a lethal cancer with no effective therapies. To understand the mechanisms of tumor evolution in this cancer, we performed whole-genome sequencing with linked reads on longitudinally resected pGBM samples. Our analyses showed that all diagnostic and recurrent samples were collections of genetically diverse subclones. Clonal composition rapidly evolved at recurrence, with less than 8% of nonsynonymous single-nucleotide variants being shared in diagnostic-recurrent pairs. To track the origins of the mutational events observed in pGBM, we generated whole-genome datasets for two patients and their parents. These trios showed that genetic variants could be (i) somatic, (ii) inherited from a healthy parent, or (iii) de novo in the germlines of pGBM patients. Analysis of variant allele frequencies supported a model of tumor growth involving slow-cycling cancer stem cells that give rise to fast-proliferating progenitor-like cells and to nondividing cells. Interestingly, radiation and antimitotic chemotherapeutics did not increase overall tumor burden upon recurrence. These findings support an important role for slow-cycling stem cell populations in contributing to recurrences, because slow-cycling cell populations are expected to be less prone to genotoxic stress induced by these treatments and therefore would accumulate few mutations. Our results highlight the need for new targeted treatments that account for the complex functional hierarchies and genomic heterogeneity of pGBM. SIGNIFICANCE: This work challenges several assumptions regarding the genetic organization of pediatric GBM and highlights mutagenic programs that start during early prenatal development.Graphical Abstract: http://cancerres.aacrjournals.org/content/canres/79/9/2111/F1.large.jpg.


Subject(s)
Biomarkers, Tumor/genetics , Brain Neoplasms/genetics , Glioblastoma/genetics , Mutation , Neoplasm Recurrence, Local/genetics , Neoplastic Stem Cells/metabolism , Animals , Brain Neoplasms/pathology , Child , Gene Expression Profiling , Glioblastoma/pathology , Humans , Longitudinal Studies , Mice , Neoplasm Recurrence, Local/pathology , Neoplastic Stem Cells/pathology , Tumor Cells, Cultured , Whole Genome Sequencing , Xenograft Model Antitumor Assays
15.
Neuropathology ; 38(5): 475-483, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30155928

ABSTRACT

Medulloblastoma is the most frequent malignant brain tumor in children. Four medulloblastoma molecular subgroups, MBSHH , MBWNT , MBGRP3 and MBGRP4 , have been identified by integrated high-throughput platforms. Recently, a 22-gene panel NanoString-based assay was developed for medulloblastoma molecular subgrouping, but the robustness of this assay has not been widely evaluated. Mutations in the gene for human telomerase reverse transcriptase (hTERT) have been found in medulloblastomas and are associated with distinct molecular subtypes. This study aimed to implement the 22-gene panel in a Brazilian context, and to associate the molecular profile with patients' clinical-pathological features. Formalin-fixed, paraffin-embedded (FFPE) medulloblastoma samples (n = 104) from three Brazilian centers were evaluated. Expression profiling of the 22-gene panel was performed by NanoString and a Canadian series (n = 240) was applied for training phase. hTERT mutations were analyzed by PCR followed by direct Sanger sequencing and the molecular profile was associated with patients' clinicopathological features. Overall, 65% of the patients were male, average age at diagnosis was 18 years and 7% of the patients presented metastasis at diagnosis. The molecular classification was attained in 100% of the cases, with the following frequencies: MBSHH (n = 51), MBWNT (n = 19), MBGRP4 (n = 19) and MBGRP3 (n = 15). The MBSHH and MBGRP3 subgroups were associated with older and younger patients, respectively. The MBGRP4 subgroup exhibited the lowest 5-year cancer-specific overall survival (OS), yet in the multivariate analysis, only metastasis at diagnosis and surgical resection were associated with OS. hTERT mutations were detected in 29% of the cases and were associated with older patients, increased hTERT expression and MBSHH subgroup. The 22-gene panel provides a reproducible assay for molecular subgrouping of medulloblastoma FFPE samples in a routine setting and is well-suited for future clinical trials.


Subject(s)
Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Gene Expression Profiling/methods , Medulloblastoma/genetics , Medulloblastoma/pathology , Adolescent , Adult , Cerebellar Neoplasms/mortality , Child , Child, Preschool , Disease-Free Survival , Female , Humans , Kaplan-Meier Estimate , Male , Medulloblastoma/mortality , Middle Aged , Prognosis , Reproducibility of Results , Transcriptome , Young Adult
16.
Acta Neuropathol ; 136(2): 227-237, 2018 08.
Article in English | MEDLINE | ID: mdl-30019219

ABSTRACT

Posterior fossa ependymoma comprise three distinct molecular variants, termed PF-EPN-A (PFA), PF-EPN-B (PFB), and PF-EPN-SE (subependymoma). Clinically, they are very disparate and PFB tumors are currently being considered for a trial of radiation avoidance. However, to move forward, unraveling the heterogeneity within PFB would be highly desirable. To discern the molecular heterogeneity within PFB, we performed an integrated analysis consisting of DNA methylation profiling, copy-number profiling, gene expression profiling, and clinical correlation across a cohort of 212 primary posterior fossa PFB tumors. Unsupervised spectral clustering and t-SNE analysis of genome-wide methylation data revealed five distinct subtypes of PFB tumors, termed PFB1-5, with distinct demographics, copy-number alterations, and gene expression profiles. All PFB subtypes were distinct from PFA and posterior fossa subependymomas. Of the five subtypes, PFB4 and PFB5 are more discrete, consisting of younger and older patients, respectively, with a strong female-gender enrichment in PFB5 (age: p = 0.011, gender: p = 0.04). Broad copy-number aberrations were common; however, many events such as chromosome 2 loss, 5 gain, and 17 loss were enriched in specific subtypes and 1q gain was enriched in PFB1. Late relapses were common across all five subtypes, but deaths were uncommon and present in only two subtypes (PFB1 and PFB3). Unlike the case in PFA ependymoma, 1q gain was not a robust marker of poor progression-free survival; however, chromosome 13q loss may represent a novel marker for risk stratification across the spectrum of PFB subtypes. Similar to PFA ependymoma, there exists a significant intertumoral heterogeneity within PFB, with distinct molecular subtypes identified. Even when accounting for this heterogeneity, extent of resection remains the strongest predictor of poor outcome. However, this biological heterogeneity must be accounted for in future preclinical modeling and personalized therapies.


Subject(s)
DNA Copy Number Variations/genetics , Ependymoma/classification , Ependymoma/genetics , Infratentorial Neoplasms/classification , Infratentorial Neoplasms/genetics , Adolescent , Adult , Age Factors , Child , Cohort Studies , DNA Methylation/genetics , Ependymoma/pathology , Ependymoma/surgery , Female , Gene Expression Profiling , Humans , Infratentorial Neoplasms/pathology , Infratentorial Neoplasms/surgery , Kaplan-Meier Estimate , Male , Microarray Analysis , Middle Aged , Young Adult
18.
Cell ; 172(5): 1050-1062.e14, 2018 02 22.
Article in English | MEDLINE | ID: mdl-29474906

ABSTRACT

While the preponderance of morbidity and mortality in medulloblastoma patients are due to metastatic disease, most research focuses on the primary tumor due to a dearth of metastatic tissue samples and model systems. Medulloblastoma metastases are found almost exclusively on the leptomeningeal surface of the brain and spinal cord; dissemination is therefore thought to occur through shedding of primary tumor cells into the cerebrospinal fluid followed by distal re-implantation on the leptomeninges. We present evidence for medulloblastoma circulating tumor cells (CTCs) in therapy-naive patients and demonstrate in vivo, through flank xenografting and parabiosis, that medulloblastoma CTCs can spread through the blood to the leptomeningeal space to form leptomeningeal metastases. Medulloblastoma leptomeningeal metastases express high levels of the chemokine CCL2, and expression of CCL2 in medulloblastoma in vivo is sufficient to drive leptomeningeal dissemination. Hematogenous dissemination of medulloblastoma offers a new opportunity to diagnose and treat lethal disseminated medulloblastoma.


Subject(s)
Medulloblastoma/blood supply , Medulloblastoma/pathology , Meningeal Neoplasms/blood supply , Meningeal Neoplasms/secondary , Allografts , Animals , Cell Line, Tumor , Chemokine CCL2/metabolism , Chromosomes, Human, Pair 10/genetics , Female , Humans , Male , Medulloblastoma/genetics , Mice, SCID , Neoplastic Cells, Circulating , Parabiosis
19.
Clin Cancer Res ; 24(6): 1355-1363, 2018 03 15.
Article in English | MEDLINE | ID: mdl-29351917

ABSTRACT

Purpose: The classification of medulloblastoma into WNT, SHH, group 3, and group 4 subgroups has become of critical importance for patient risk stratification and subgroup-tailored clinical trials. Here, we aimed to develop a simplified, clinically applicable classification approach that can be implemented in the majority of centers treating patients with medulloblastoma.Experimental Design: We analyzed 1,577 samples comprising previously published DNA methylation microarray data (913 medulloblastomas, 457 non-medulloblastoma tumors, 85 normal tissues), and 122 frozen and formalin-fixed paraffin-embedded medulloblastoma samples. Biomarkers were identified applying stringent selection filters and Linear Discriminant Analysis (LDA) method, and validated using DNA methylation microarray data, bisulfite pyrosequencing, and direct-bisulfite sequencing.Results: Using a LDA-based approach, we developed and validated a prediction method (EpiWNT-SHH classifier) based on six epigenetic biomarkers that allowed for rapid classification of medulloblastoma into the clinically relevant subgroups WNT, SHH, and non-WNT/non-SHH with excellent concordance (>99%) with current gold-standard methods, DNA methylation microarray, and gene signature profiling analysis. The EpiWNT-SHH classifier showed high prediction capacity using both frozen and formalin-fixed material, as well as diverse DNA methylation detection methods. Similarly, we developed a classifier specific for group 3 and group 4 tumors, based on five biomarkers (EpiG3-G4) with good discriminatory capacity, allowing for correct assignment of more than 92% of tumors. EpiWNT-SHH and EpiG3-G4 methylation profiles remained stable across tumor primary, metastasis, and relapse samples.Conclusions: The EpiWNT-SHH and EpiG3-G4 classifiers represent a new simplified approach for accurate, rapid, and cost-effective molecular classification of single medulloblastoma DNA samples, using clinically applicable DNA methylation detection methods. Clin Cancer Res; 24(6); 1355-63. ©2018 AACR.


Subject(s)
Biomarkers, Tumor , Cerebellar Neoplasms/diagnosis , Cerebellar Neoplasms/genetics , Genetic Association Studies , Genetic Predisposition to Disease , Medulloblastoma/diagnosis , Medulloblastoma/genetics , Biopsy , CpG Islands , DNA Methylation , Epigenesis, Genetic , Epigenomics/methods , Female , Gene Expression Profiling , Humans , Male , Reproducibility of Results
20.
Nature ; 553(7686): 101-105, 2018 01 04.
Article in English | MEDLINE | ID: mdl-29258295

ABSTRACT

Genomic sequencing has driven precision-based oncology therapy; however, the genetic drivers of many malignancies remain unknown or non-targetable, so alternative approaches to the identification of therapeutic leads are necessary. Ependymomas are chemotherapy-resistant brain tumours, which, despite genomic sequencing, lack effective molecular targets. Intracranial ependymomas are segregated on the basis of anatomical location (supratentorial region or posterior fossa) and further divided into distinct molecular subgroups that reflect differences in the age of onset, gender predominance and response to therapy. The most common and aggressive subgroup, posterior fossa ependymoma group A (PF-EPN-A), occurs in young children and appears to lack recurrent somatic mutations. Conversely, posterior fossa ependymoma group B (PF-EPN-B) tumours display frequent large-scale copy number gains and losses but have favourable clinical outcomes. More than 70% of supratentorial ependymomas are defined by highly recurrent gene fusions in the NF-κB subunit gene RELA (ST-EPN-RELA), and a smaller number involve fusion of the gene encoding the transcriptional activator YAP1 (ST-EPN-YAP1). Subependymomas, a distinct histologic variant, can also be found within the supratetorial and posterior fossa compartments, and account for the majority of tumours in the molecular subgroups ST-EPN-SE and PF-EPN-SE. Here we describe mapping of active chromatin landscapes in 42 primary ependymomas in two non-overlapping primary ependymoma cohorts, with the goal of identifying essential super-enhancer-associated genes on which tumour cells depend. Enhancer regions revealed putative oncogenes, molecular targets and pathways; inhibition of these targets with small molecule inhibitors or short hairpin RNA diminished the proliferation of patient-derived neurospheres and increased survival in mouse models of ependymomas. Through profiling of transcriptional enhancers, our study provides a framework for target and drug discovery in other cancers that lack known genetic drivers and are therefore difficult to treat.


Subject(s)
Enhancer Elements, Genetic/genetics , Ependymoma/drug therapy , Ependymoma/genetics , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks/genetics , Molecular Targeted Therapy , Oncogenes/genetics , Transcription Factors/metabolism , Animals , Base Sequence , Ependymoma/classification , Ependymoma/pathology , Female , Humans , Mice , Precision Medicine , RNA Interference , Xenograft Model Antitumor Assays
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