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1.
Nat Commun ; 15(1): 3602, 2024 Apr 29.
Article in English | MEDLINE | ID: mdl-38684700

ABSTRACT

Glioblastoma (GBM) is a highly lethal type of cancer. GBM recurrence following chemoradiation is typically attributed to the regrowth of invasive and resistant cells. Therefore, there is a pressing need to gain a deeper understanding of the mechanisms underlying GBM resistance to chemoradiation and its ability to infiltrate. Using a combination of transcriptomic, proteomic, and phosphoproteomic analyses, longitudinal imaging, organotypic cultures, functional assays, animal studies, and clinical data analyses, we demonstrate that chemoradiation and brain vasculature induce cell transition to a functional state named VC-Resist (vessel co-opting and resistant cell state). This cell state is midway along the transcriptomic axis between proneural and mesenchymal GBM cells and is closer to the AC/MES1-like state. VC-Resist GBM cells are highly vessel co-opting, allowing significant infiltration into the surrounding brain tissue and homing to the perivascular niche, which in turn induces even more VC-Resist transition. The molecular and functional characteristics of this FGFR1-YAP1-dependent GBM cell state, including resistance to DNA damage, enrichment in the G2M phase, and induction of senescence/stemness pathways, contribute to its enhanced resistance to chemoradiation. These findings demonstrate how vessel co-option, perivascular niche, and GBM cell plasticity jointly drive resistance to therapy during GBM recurrence.


Subject(s)
Brain Neoplasms , Glioblastoma , Glioblastoma/metabolism , Glioblastoma/pathology , Glioblastoma/drug therapy , Glioblastoma/genetics , Humans , Animals , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Cell Line, Tumor , Mice , Chemoradiotherapy/methods , Drug Resistance, Neoplasm , Gene Expression Regulation, Neoplastic , Radiation Tolerance , YAP-Signaling Proteins/metabolism , Brain/metabolism , Brain/pathology , Proteomics
2.
Neurooncol Adv ; 5(1): vdad095, 2023.
Article in English | MEDLINE | ID: mdl-37781087

ABSTRACT

Background: Medulloblastoma is the most common malignant pediatric brain tumor, and leptomeningeal dissemination (LMD) of medulloblastoma both portends a poorer prognosis at diagnosis and is incurable at recurrence. The biological mechanisms underlying LMD are unclear. The Abelson (ABL) tyrosine kinase family members, ABL1 and ABL2, have been implicated in cancer cell migration, invasion, adhesion, metastasis, and chemotherapy resistance, and are upstream mediators of the oncogene c-MYC in fibroblasts and lung cancer cells. However, their role in medulloblastoma has not yet been explored. The purpose of this work was to elucidate the role of ABL1/2 in medulloblastoma LMD. Methods: ABL1 and ABL2 mRNA expression of patient specimens was analyzed. shRNA knockdowns of ABL1/2 and pharmacologic inhibition of ABL1/2 were used for in vitro and in vivo analyses of medulloblastoma LMD. RNA sequencing of ABL1/2 genetic knockdown versus scrambled control medulloblastoma was completed. Results: ABL1/2 mRNA is highly expressed in human medulloblastoma and pharmacologic inhibition of ABL kinases resulted in cytotoxicity. Knockdown of ABL1/2 resulted in decreased adhesion of medulloblastoma cells to the extracellular matrix protein, vitronectin (P = .0013), and significantly decreased tumor burden in a mouse model of medulloblastoma LMD with improved overall survival (P = .0044). Furthermore, both pharmacologic inhibition of ABL1/2 and ABL1/2 knockdown resulted in decreased expression of c-MYC, identifying a putative signaling pathway, and genes/pathways related to oncogenesis and neurodevelopment were differentially expressed between ABL1/2 knockdown and control medulloblastoma cells. Conclusions: ABL1 and ABL2 have potential roles in medulloblastoma LMD upstream of c-MYC expression.

3.
iScience ; 25(10): 105118, 2022 Oct 21.
Article in English | MEDLINE | ID: mdl-36185361

ABSTRACT

Extracellular vesicles (EVs) are lipid-based nanosized particles that convey biological material from donor to recipient cells. EVs play key roles in glioblastoma progression because glioblastoma stem-like cells (GSCs) release pro-oncogenic, pro-angiogenic, and pro-inflammatory EVs. However, the molecular basis of EV release remains poorly understood. Here, we report the identification of the pseudokinase MLKL, a crucial effector of cell death by necroptosis, as a regulator of the constitutive secretion of EVs in GSCs. We find that genetic, protein, and pharmacological targeting of MLKL alters intracellular trafficking and EV release, and reduces GSC expansion. Nevertheless, this function ascribed to MLKL appears independent of its role during necroptosis. In vivo, pharmacological inhibition of MLKL reduces the tumor burden and the level of plasmatic EVs. This work highlights the necroptosis-independent role of MLKL in vesicle release and suggests that interfering with EVs is a promising therapeutic option to sensitize glioblastoma cells.

6.
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
7.
Nat Commun ; 12(1): 979, 2021 02 12.
Article in English | MEDLINE | ID: mdl-33579912

ABSTRACT

Glioblastoma (GBM) is a deadly cancer in which cancer stem cells (CSCs) sustain tumor growth and contribute to therapeutic resistance. Protein arginine methyltransferase 5 (PRMT5) has recently emerged as a promising target in GBM. Using two orthogonal-acting inhibitors of PRMT5 (GSK591 or LLY-283), we show that pharmacological inhibition of PRMT5 suppresses the growth of a cohort of 46 patient-derived GBM stem cell cultures, with the proneural subtype showing greater sensitivity. We show that PRMT5 inhibition causes widespread disruption of splicing across the transcriptome, particularly affecting cell cycle gene products. We identify a GBM splicing signature that correlates with the degree of response to PRMT5 inhibition. Importantly, we demonstrate that LLY-283 is brain-penetrant and significantly prolongs the survival of mice with orthotopic patient-derived xenografts. Collectively, our findings provide a rationale for the clinical development of brain penetrant PRMT5 inhibitors as treatment for GBM.


Subject(s)
Antineoplastic Agents/pharmacology , Brain Neoplasms/metabolism , Glioblastoma/metabolism , Protein-Arginine N-Methyltransferases/metabolism , Animals , Apoptosis , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Cell Cycle , Cell Line, Tumor , Cell Proliferation/drug effects , Drug Discovery , Epigenomics , Female , Gene Expression Regulation, Neoplastic , Glioblastoma/drug therapy , Glioblastoma/genetics , Glioblastoma/pathology , Humans , Mice , Neoplastic Stem Cells/metabolism , Protein-Arginine N-Methyltransferases/drug effects , Protein-Arginine N-Methyltransferases/genetics , RNA Splicing , Xenograft Model Antitumor Assays
8.
Nat Cancer ; 2(2): 157-173, 2021 02.
Article in English | MEDLINE | ID: mdl-35122077

ABSTRACT

Glioblastomas harbor diverse cell populations, including rare glioblastoma stem cells (GSCs) that drive tumorigenesis. To characterize functional diversity within this population, we performed single-cell RNA sequencing on >69,000 GSCs cultured from the tumors of 26 patients. We observed a high degree of inter- and intra-GSC transcriptional heterogeneity that could not be fully explained by DNA somatic alterations. Instead, we found that GSCs mapped along a transcriptional gradient spanning two cellular states reminiscent of normal neural development and inflammatory wound response. Genome-wide CRISPR-Cas9 dropout screens independently recapitulated this observation, with each state characterized by unique essential genes. Further single-cell RNA sequencing of >56,000 malignant cells from primary tumors found that the majority organize along an orthogonal astrocyte maturation gradient yet retain expression of founder GSC transcriptional programs. We propose that glioblastomas grow out of a fundamental GSC-based neural wound response transcriptional program, which is a promising target for new therapy development.


Subject(s)
Brain Neoplasms , Glioblastoma , Brain Neoplasms/genetics , Carcinogenesis/genetics , Glioblastoma/genetics , Humans , Neoplastic Stem Cells/metabolism
9.
Nat Neurosci ; 23(7): 842-853, 2020 07.
Article in English | MEDLINE | ID: mdl-32424282

ABSTRACT

Many immunotherapies act by enhancing the ability of cytotoxic T cells to kill tumor cells. Killing depends on T cell recognition of antigens presented by class I major histocompatibility complex (MHC-I) proteins on tumor cells. In this study, we showed that medulloblastomas lacking the p53 tumor suppressor do not express surface MHC-I and are therefore resistant to immune rejection. Mechanistically, this is because p53 regulates expression of the peptide transporter Tap1 and the aminopeptidase Erap1, which are required for MHC-I trafficking to the cell surface. In vitro, tumor necrosis factor (TNF) or lymphotoxin-ß receptor agonist can rescue expression of Erap1, Tap1 and MHC-I on p53-mutant tumor cells. In vivo, low doses of TNF prolong survival and synergize with immune checkpoint inhibitors to promote tumor rejection. These studies identified p53 as a key regulator of immune evasion and suggest that TNF could be used to enhance sensitivity of tumors to immunotherapy.


Subject(s)
Cerebellar Neoplasms/immunology , Medulloblastoma/immunology , Tumor Escape/immunology , Tumor Necrosis Factor-alpha/immunology , Tumor Suppressor Protein p53/immunology , Animals , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/metabolism , Medulloblastoma/genetics , Medulloblastoma/metabolism , Mice , Mice, Inbred C57BL , Mice, Inbred NOD , Mice, SCID , Neoplasm Transplantation , Tumor Necrosis Factor-alpha/metabolism , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism
10.
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
11.
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
12.
Nat Genet ; 51(12): 1702-1713, 2019 12.
Article in English | MEDLINE | ID: mdl-31768071

ABSTRACT

Childhood brain tumors have suspected prenatal origins. To identify vulnerable developmental states, we generated a single-cell transcriptome atlas of >65,000 cells from embryonal pons and forebrain, two major tumor locations. We derived signatures for 191 distinct cell populations and defined the regional cellular diversity and differentiation dynamics. Projection of bulk tumor transcriptomes onto this dataset shows that WNT medulloblastomas match the rhombic lip-derived mossy fiber neuronal lineage and embryonal tumors with multilayered rosettes fully recapitulate a neuronal lineage, while group 2a/b atypical teratoid/rhabdoid tumors may originate outside the neuroectoderm. Importantly, single-cell tumor profiles reveal highly defined cell hierarchies that mirror transcriptional programs of the corresponding normal lineages. Our findings identify impaired differentiation of specific neural progenitors as a common mechanism underlying these pediatric cancers and provide a rational framework for future modeling and therapeutic interventions.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/pathology , Brain/embryology , Gene Expression Regulation, Developmental , Animals , Brain/pathology , Cell Line, Tumor , Humans , Infant , Medulloblastoma/genetics , Medulloblastoma/pathology , Mice , Neoplasms, Germ Cell and Embryonal/genetics , Neoplasms, Germ Cell and Embryonal/pathology , Nerve Fibers/pathology , Nerve Fibers/physiology , Prosencephalon/cytology , Prosencephalon/embryology , Rhabdoid Tumor/genetics , Rhabdoid Tumor/pathology , Single-Cell Analysis
13.
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
14.
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
15.
Genome Res ; 29(8): 1211-1222, 2019 08.
Article in English | MEDLINE | ID: mdl-31249064

ABSTRACT

We investigated the role of 3D genome architecture in instructing functional properties of glioblastoma stem cells (GSCs) by generating sub-5-kb resolution 3D genome maps by in situ Hi-C. Contact maps at sub-5-kb resolution allow identification of individual DNA loops, domain organization, and large-scale genome compartmentalization. We observed differences in looping architectures among GSCs from different patients, suggesting that 3D genome architecture is a further layer of inter-patient heterogeneity for glioblastoma. Integration of DNA contact maps with chromatin and transcriptional profiles identified specific mechanisms of gene regulation, including the convergence of multiple super enhancers to individual stemness genes within individual cells. We show that the number of loops contacting a gene correlates with elevated transcription. These results indicate that stemness genes are hubs of interaction between multiple regulatory regions, likely to ensure their sustained expression. Regions of open chromatin common among the GSCs tested were poised for expression of immune-related genes, including CD276 We demonstrate that this gene is co-expressed with stemness genes in GSCs and that CD276 can be targeted with an antibody-drug conjugate to eliminate self-renewing cells. Our results demonstrate that integrated structural genomics data sets can be employed to rationally identify therapeutic vulnerabilities in self-renewing cells.


Subject(s)
Brain Neoplasms/genetics , Chromatin/ultrastructure , Chromosome Mapping/methods , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Neoplasm Proteins/genetics , B7 Antigens/antagonists & inhibitors , B7 Antigens/genetics , B7 Antigens/metabolism , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Cell Proliferation , Chromatin/chemistry , Enhancer Elements, Genetic , Gene Expression Profiling , Genetic Heterogeneity , Genome, Human , Genomics/methods , Glioblastoma/metabolism , Glioblastoma/pathology , Humans , Molecular Targeted Therapy , Neoplasm Proteins/classification , Neoplasm Proteins/metabolism , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Primary Cell Culture , RNA, Small Interfering/genetics , RNA, Small Interfering/metabolism , Transcription, Genetic
16.
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
17.
Cell Rep ; 27(3): 971-986.e9, 2019 04 16.
Article in English | MEDLINE | ID: mdl-30995489

ABSTRACT

Glioblastoma therapies have remained elusive due to limitations in understanding mechanisms of growth and survival of the tumorigenic population. Using CRISPR-Cas9 approaches in patient-derived GBM stem cells (GSCs) to interrogate function of the coding genome, we identify actionable pathways responsible for growth, which reveal the gene-essential circuitry of GBM stemness and proliferation. In particular, we characterize members of the SOX transcription factor family, SOCS3, USP8, and DOT1L, and protein ufmylation as important for GSC growth. Additionally, we reveal mechanisms of temozolomide resistance that could lead to combination strategies. By reaching beyond static genome analysis of bulk tumors, with a genome-wide functional approach, we reveal genetic dependencies within a broad range of biological processes to provide increased understanding of GBM growth and treatment resistance.


Subject(s)
Brain Neoplasms/pathology , CRISPR-Cas Systems/genetics , Gene Editing/methods , Glioblastoma/pathology , Neoplastic Stem Cells/metabolism , Temozolomide/pharmacology , Animals , Brain Neoplasms/drug therapy , Brain Neoplasms/mortality , Cell Line, Tumor , Cell Proliferation/drug effects , Drug Resistance, Neoplasm/genetics , Endopeptidases/genetics , Endopeptidases/metabolism , Endosomal Sorting Complexes Required for Transport/genetics , Endosomal Sorting Complexes Required for Transport/metabolism , Female , Gene Expression Regulation, Neoplastic/drug effects , Gene Library , Glioblastoma/drug therapy , Glioblastoma/mortality , Histone Methyltransferases/metabolism , Humans , Mice , Mice, SCID , Neoplastic Stem Cells/drug effects , Suppressor of Cytokine Signaling 3 Protein/genetics , Suppressor of Cytokine Signaling 3 Protein/metabolism , Survival Analysis , Temozolomide/therapeutic use , Ubiquitin Thiolesterase/genetics , Ubiquitin Thiolesterase/metabolism
18.
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
19.
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
20.
Nature ; 549(7671): 227-232, 2017 09 14.
Article in English | MEDLINE | ID: mdl-28854171

ABSTRACT

Human glioblastomas harbour a subpopulation of glioblastoma stem cells that drive tumorigenesis. However, the origin of intratumoural functional heterogeneity between glioblastoma cells remains poorly understood. Here we study the clonal evolution of barcoded glioblastoma cells in an unbiased way following serial xenotransplantation to define their individual fate behaviours. Independent of an evolving mutational signature, we show that the growth of glioblastoma clones in vivo is consistent with a remarkably neutral process involving a conserved proliferative hierarchy rooted in glioblastoma stem cells. In this model, slow-cycling stem-like cells give rise to a more rapidly cycling progenitor population with extensive self-maintenance capacity, which in turn generates non-proliferative cells. We also identify rare 'outlier' clones that deviate from these dynamics, and further show that chemotherapy facilitates the expansion of pre-existing drug-resistant glioblastoma stem cells. Finally, we show that functionally distinct glioblastoma stem cells can be separately targeted using epigenetic compounds, suggesting new avenues for glioblastoma-targeted therapy.


Subject(s)
Cell Differentiation , Cell Lineage , Cell Tracking , Glioblastoma/pathology , Neoplastic Stem Cells/pathology , Animals , Cell Differentiation/drug effects , Cell Lineage/drug effects , Cell Proliferation , Clone Cells/drug effects , Clone Cells/pathology , Epigenesis, Genetic , Female , Glioblastoma/drug therapy , Heterografts , Humans , Mice , Neoplasm Invasiveness , Neoplasm Transplantation , Neoplastic Stem Cells/drug effects , Phenotype , Stochastic Processes
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