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1.
Dev Cell ; 59(17): 2302-2319.e12, 2024 Sep 09.
Article in English | MEDLINE | ID: mdl-38834071

ABSTRACT

Normal cells coordinate proliferation and differentiation by precise tuning of gene expression based on the dynamic shifts of the epigenome throughout the developmental timeline. Although non-mutational epigenetic reprogramming is an emerging hallmark of cancer, the epigenomic shifts that occur during the transition from normal to malignant cells remain elusive. Here, we capture the epigenomic changes that occur during tumorigenesis in a prototypic embryonal brain tumor, medulloblastoma. By comparing the epigenomes of the different stages of transforming cells in mice, we identify nuclear factor I family of transcription factors, known to be cell fate determinants in development, as oncogenic regulators in the epigenomes of precancerous and cancerous cells. Furthermore, genetic and pharmacological inhibition of NFIB validated a crucial role of this transcription factor by disrupting the cancer epigenome in medulloblastoma. Thus, this study exemplifies how epigenomic changes contribute to tumorigenesis via non-mutational mechanisms involving developmental transcription factors.


Subject(s)
Epigenome , Medulloblastoma , NFI Transcription Factors , Medulloblastoma/genetics , Medulloblastoma/pathology , Medulloblastoma/metabolism , Animals , NFI Transcription Factors/metabolism , NFI Transcription Factors/genetics , Mice , Humans , Gene Expression Regulation, Neoplastic , Disease Progression , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Cerebellar Neoplasms/metabolism , Carcinogenesis/genetics , Carcinogenesis/metabolism , Carcinogenesis/pathology , Epigenesis, Genetic , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/metabolism , Cell Proliferation/genetics , Cell Differentiation/genetics
2.
Nat Genet ; 55(12): 2189-2199, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37945900

ABSTRACT

Circular extrachromosomal DNA (ecDNA) in patient tumors is an important driver of oncogenic gene expression, evolution of drug resistance and poor patient outcomes. Applying computational methods for the detection and reconstruction of ecDNA across a retrospective cohort of 481 medulloblastoma tumors from 465 patients, we identify circular ecDNA in 82 patients (18%). Patients with ecDNA-positive medulloblastoma were more than twice as likely to relapse and three times as likely to die within 5 years of diagnosis. A subset of tumors harbored multiple ecDNA lineages, each containing distinct amplified oncogenes. Multimodal sequencing, imaging and CRISPR inhibition experiments in medulloblastoma models reveal intratumoral heterogeneity of ecDNA copy number per cell and frequent putative 'enhancer rewiring' events on ecDNA. This study reveals the frequency and diversity of ecDNA in medulloblastoma, stratified into molecular subgroups, and suggests copy number heterogeneity and enhancer rewiring as oncogenic features of ecDNA.


Subject(s)
Cerebellar Neoplasms , Medulloblastoma , Neoplasms , Humans , DNA, Circular , Medulloblastoma/genetics , Retrospective Studies , Neoplasms/genetics , Oncogenes , Cerebellar Neoplasms/genetics
3.
Cancer Discov ; 12(2): 502-521, 2022 02.
Article in English | MEDLINE | ID: mdl-34615656

ABSTRACT

Glioblastoma (GBM) is the most lethal primary brain cancer characterized by therapeutic resistance, which is promoted by GBM stem cells (GSC). Here, we interrogated gene expression and whole-genome CRISPR/Cas9 screening in a large panel of patient-derived GSCs, differentiated GBM cells (DGC), and neural stem cells (NSC) to identify master regulators of GSC stemness, revealing an essential transcription state with increased RNA polymerase II-mediated transcription. The YY1 and transcriptional CDK9 complex was essential for GSC survival and maintenance in vitro and in vivo. YY1 interacted with CDK9 to regulate transcription elongation in GSCs. Genetic or pharmacologic targeting of the YY1-CDK9 complex elicited RNA m6A modification-dependent interferon responses, reduced regulatory T-cell infiltration, and augmented efficacy of immune checkpoint therapy in GBM. Collectively, these results suggest that YY1-CDK9 transcription elongation complex defines a targetable cell state with active transcription, suppressed interferon responses, and immunotherapy resistance in GBM. SIGNIFICANCE: Effective strategies to rewire immunosuppressive microenvironment and enhance immunotherapy response are still lacking in GBM. YY1-driven transcriptional elongation machinery represents a druggable target to activate interferon response and enhance anti-PD-1 response through regulating the m6A modification program, linking epigenetic regulation to immunomodulatory function in GBM.This article is highlighted in the In This Issue feature, p. 275.


Subject(s)
Brain Neoplasms/therapy , Glioblastoma/therapy , Immunotherapy , Animals , Brain Neoplasms/genetics , Epigenesis, Genetic , Female , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Humans , Male , Mice , Middle Aged , Neoplastic Stem Cells/metabolism , Tumor Microenvironment
4.
eNeuro ; 8(3)2021.
Article in English | MEDLINE | ID: mdl-33762301

ABSTRACT

Cerebellar granule cells (GCs) are cells which comprise over 50% of the neurons in the entire nervous system. GCs enable the cerebellum to properly regulate motor coordination, learning, and consolidation, in addition to cognition, emotion and language. During GC development, maternal GC progenitors (GCPs) divide to produce not only postmitotic GCs but also sister GCPs. However, the molecular machinery for regulating the proportional production of distinct sister cell types from seemingly uniform GCPs is not yet fully understood. Here we report that Notch signaling creates a distinction between GCPs and leads to their proportional differentiation in mice. Among Notch-related molecules, Notch1, Notch2, Jag1, and Hes1 are prominently expressed in GCPs. In vivo monitoring of Hes1-promoter activities showed the presence of two types of GCPs, Notch-signaling ON and OFF, in the external granule layer (EGL). Single-cell RNA sequencing (scRNA-seq) and in silico analyses indicate that ON-GCPs have more proliferative and immature properties, while OFF-GCPs have opposite characteristics. Overexpression as well as knock-down (KD) experiments using in vivo electroporation showed that NOTCH2 and HES1 are involved cell-autonomously to suppress GCP differentiation by inhibiting NEUROD1 expression. In contrast, JAG1-expressing cells non-autonomously upregulated Notch signaling activities via NOTCH2-HES1 in surrounding GCPs, eventually suppressing their differentiation. These findings suggest that Notch signaling results in the proportional generation of two types of cells, immature and differentiating GCPs, which contributes to the well-organized differentiation of GCs.


Subject(s)
Cerebellum , Signal Transduction , Animals , Cell Differentiation , Cytoplasmic Granules , Mice , Stem Cells
5.
Neuro Oncol ; 23(7): 1072-1086, 2021 07 01.
Article in English | MEDLINE | ID: mdl-33428749

ABSTRACT

BACKGROUND: Glioblastoma (GBM) is the most common primary brain tumor in adults with a median survival of approximately 15 months; therefore, more effective treatment options for GBM are required. To identify new drugs targeting GBMs, we performed a high-throughput drug screen using patient-derived neurospheres cultured to preferentially retain their glioblastoma stem cell (GSC) phenotype. METHODS: High-throughput drug screening was performed on GSCs followed by a dose-response assay of the 5 identified original "hits." A PI3K/mTOR dependency to a proteasome inhibitor (carfilzomib), was confirmed by genetic and pharmacologic experiments. Proteasome Inhibition Response Signatures were derived from proteomic and bioinformatic analysis. Molecular mechanism of action was determined using three-dimensional (3D) GBM-organoids and preclinical orthotopic models. RESULTS: We found that GSCs were highly sensitive to proteasome inhibition due to an underlying dependency on an increased protein synthesis rate, and loss of autophagy, associated with PTEN loss and activation of the PI3K/mTOR pathway. In contrast, combinatory inhibition of autophagy and the proteasome resulted in enhanced cytotoxicity specifically in GSCs that did express PTEN. Finally, proteasome inhibition specifically increased cell death markers in 3D GBM-organoids, suppressed tumor growth, and increased survival of mice orthotopically engrafted with GSCs. As perturbations of the PI3K/mTOR pathway occur in nearly 50% of GBMs, these findings suggest that a significant fraction of these tumors could be vulnerable to proteasome inhibition. CONCLUSIONS: Proteasome inhibition is a potential synthetic lethal therapeutic strategy for GBM with proteasome addiction due to a high protein synthesis rate and autophagy deficiency.


Subject(s)
Antineoplastic Agents , Brain Neoplasms , Glioblastoma , Animals , Antineoplastic Agents/therapeutic use , Brain Neoplasms/drug therapy , Cell Line, Tumor , Glioblastoma/drug therapy , Humans , Mice , Neoplastic Stem Cells , PTEN Phosphohydrolase/genetics , Proteasome Endopeptidase Complex , Proteomics
6.
Neuro Oncol ; 23(2): 226-239, 2021 02 25.
Article in English | MEDLINE | ID: mdl-32822486

ABSTRACT

BACKGROUND: The sensitivity of myelocytomatosis oncogene (MYC) amplified medulloblastoma to class I histone deacetylase (HDAC) inhibition has been shown previously; however, understanding the underlying molecular mechanism is crucial for selection of effective HDAC inhibitors for clinical use. The aim of this study was to investigate the direct molecular interaction of MYC and class I HDAC2, and the impact of class I HDAC inhibition on MYC function. METHODS: Co-immunoprecipitation and mass spectrometry were used to determine the co-localization of MYC and HDAC2. Chromatin immunoprecipitation (ChIP) sequencing and gene expression profiling were used to analyze the co-localization of MYC and HDAC2 on DNA and the impact on transcriptional activity in primary tumors and a MYC amplified cell line treated with the class I HDAC inhibitor entinostat. The effect on MYC was investigated by quantitative real-time PCR, western blot, and immunofluorescence. RESULTS: HDAC2 is a cofactor of MYC in MYC amplified medulloblastoma. The MYC-HDAC2 complex is bound to genes defining the MYC-dependent transcriptional profile. Class I HDAC inhibition leads to stabilization and reduced DNA binding of MYC protein, inducing a downregulation of MYC activated genes (MAGs) and upregulation of MYC repressed genes (MRGs). MAGs and MRGs are characterized by opposing biological functions and by distinct enhancer-box distribution. CONCLUSIONS: Our data elucidate the molecular interaction of MYC and HDAC2 and support a model in which inhibition of class I HDACs directly targets MYC's transactivating and transrepressing functions.


Subject(s)
Cerebellar Neoplasms , Medulloblastoma , Cell Line, Tumor , Cerebellar Neoplasms/drug therapy , Cerebellar Neoplasms/genetics , Chromatin , Histone Deacetylase Inhibitors/pharmacology , Histone Deacetylases/genetics , Humans , Medulloblastoma/drug therapy , Medulloblastoma/genetics
7.
Cancer Discov ; 10(11): 1722-1741, 2020 11.
Article in English | MEDLINE | ID: mdl-32703768

ABSTRACT

Meningiomas are the most common primary intracranial tumor with current classification offering limited therapeutic guidance. Here, we interrogated meningioma enhancer landscapes from 33 tumors to stratify patients based upon prognosis and identify novel meningioma-specific dependencies. Enhancers robustly stratified meningiomas into three biologically distinct groups (adipogenesis/cholesterol, mesodermal, and neural crest) distinguished by distinct hormonal lineage transcriptional regulators. Meningioma landscapes clustered with intrinsic brain tumors and hormonally responsive systemic cancers with meningioma subgroups, reflecting progesterone or androgen hormonal signaling. Enhancer classification identified a subset of tumors with poor prognosis, irrespective of histologic grading. Superenhancer signatures predicted drug dependencies with superior in vitro efficacy to treatment based upon the NF2 genomic profile. Inhibition of DUSP1, a novel and druggable meningioma target, impaired tumor growth in vivo. Collectively, epigenetic landscapes empower meningioma classification and identification of novel therapies. SIGNIFICANCE: Enhancer landscapes inform prognostic classification of aggressive meningiomas, identifying tumors at high risk of recurrence, and reveal previously unknown therapeutic targets. Druggable dependencies discovered through epigenetic profiling potentially guide treatment of intractable meningiomas.This article is highlighted in the In This Issue feature, p. 1611.


Subject(s)
Epigenomics/methods , Meningioma/genetics , Humans , Meningioma/pathology , Prognosis
8.
Proc Natl Acad Sci U S A ; 116(49): 24881-24891, 2019 12 03.
Article in English | MEDLINE | ID: mdl-31754034

ABSTRACT

Dependence on the 26S proteasome is an Achilles' heel for triple-negative breast cancer (TNBC) and multiple myeloma (MM). The therapeutic proteasome inhibitor, bortezomib, successfully targets MM but often leads to drug-resistant disease relapse and fails in breast cancer. Here we show that a 26S proteasome-regulating kinase, DYRK2, is a therapeutic target for both MM and TNBC. Genome editing or small-molecule mediated inhibition of DYRK2 significantly reduces 26S proteasome activity, bypasses bortezomib resistance, and dramatically delays in vivo tumor growth in MM and TNBC thereby promoting survival. We further characterized the ability of LDN192960, a potent and selective DYRK2-inhibitor, to alleviate tumor burden in vivo. The drug docks into the active site of DYRK2 and partially inhibits all 3 core peptidase activities of the proteasome. Our results suggest that targeting 26S proteasome regulators will pave the way for therapeutic strategies in MM and TNBC.


Subject(s)
Bortezomib/pharmacology , Neoplastic Processes , Proteasome Endopeptidase Complex/metabolism , Protein Serine-Threonine Kinases/metabolism , Protein-Tyrosine Kinases/metabolism , TYK2 Kinase/metabolism , Triple Negative Breast Neoplasms/metabolism , ATPases Associated with Diverse Cellular Activities/genetics , Animals , Cell Line, Tumor , Female , Gene Editing , Gene Expression Regulation , Gene Knockout Techniques , HEK293 Cells , Humans , Mice, Inbred BALB C , Mice, Inbred C57BL , Multiple Myeloma , Phosphorylation , Proteasome Endopeptidase Complex/genetics , Proteasome Inhibitors/pharmacology , Protein Serine-Threonine Kinases/genetics , Protein-Tyrosine Kinases/genetics , Triple Negative Breast Neoplasms/pathology , Dyrk Kinases
9.
Nat Immunol ; 20(12): 1700, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31624378

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

10.
Nat Commun ; 10(1): 3914, 2019 09 02.
Article in English | MEDLINE | ID: mdl-31477715

ABSTRACT

YAP1 fusion-positive supratentorial ependymomas predominantly occur in infants, but the molecular mechanisms of oncogenesis are unknown. Here we show YAP1-MAMLD1 fusions are sufficient to drive malignant transformation in mice, and the resulting tumors share histo-molecular characteristics of human ependymomas. Nuclear localization of YAP1-MAMLD1 protein is mediated by MAMLD1 and independent of YAP1-Ser127 phosphorylation. Chromatin immunoprecipitation-sequencing analyses of human YAP1-MAMLD1-positive ependymoma reveal enrichment of NFI and TEAD transcription factor binding site motifs in YAP1-bound regulatory elements, suggesting a role for these transcription factors in YAP1-MAMLD1-driven tumorigenesis. Mutation of the TEAD binding site in the YAP1 fusion or repression of NFI targets prevents tumor induction in mice. Together, these results demonstrate that the YAP1-MAMLD1 fusion functions as an oncogenic driver of ependymoma through recruitment of TEADs and NFIs, indicating a rationale for preclinical studies to block the interaction between YAP1 fusions and NFI and TEAD transcription factors.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Brain Neoplasms/metabolism , Carcinogenesis/metabolism , DNA-Binding Proteins/metabolism , Ependymoma/metabolism , NFI Transcription Factors/metabolism , Nuclear Proteins/metabolism , Transcription Factors/metabolism , Adaptor Proteins, Signal Transducing/genetics , Animals , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Carcinogenesis/genetics , Cell Line, Tumor , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/metabolism , DNA-Binding Proteins/genetics , Ependymoma/genetics , Ependymoma/pathology , HEK293 Cells , Humans , Mice , NFI Transcription Factors/genetics , NIH 3T3 Cells , Neural Stem Cells/metabolism , Neural Stem Cells/pathology , Nuclear Proteins/genetics , Oncogene Proteins, Fusion/genetics , Oncogene Proteins, Fusion/metabolism , Phosphoproteins/genetics , Phosphoproteins/metabolism , Transcription Factors/genetics , YAP-Signaling Proteins
11.
Cancer Discov ; 9(11): 1556-1573, 2019 11.
Article in English | MEDLINE | ID: mdl-31455674

ABSTRACT

Glioblastomas are highly lethal cancers, containing self-renewing glioblastoma stem cells (GSC). Here, we show that GSCs, differentiated glioblastoma cells (DGC), and nonmalignant brain cultures all displayed robust circadian rhythms, yet GSCs alone displayed exquisite dependence on core clock transcription factors, BMAL1 and CLOCK, for optimal cell growth. Downregulation of BMAL1 or CLOCK in GSCs induced cell-cycle arrest and apoptosis. Chromatin immunoprecipitation revealed that BMAL1 preferentially bound metabolic genes and was associated with active chromatin regions in GSCs compared with neural stem cells. Targeting BMAL1 or CLOCK attenuated mitochondrial metabolic function and reduced expression of tricarboxylic acid cycle enzymes. Small-molecule agonists of two independent BMAL1-CLOCK negative regulators, the cryptochromes and REV-ERBs, downregulated stem cell factors and reduced GSC growth. Combination of cryptochrome and REV-ERB agonists induced synergistic antitumor efficacy. Collectively, these findings show that GSCs co-opt circadian regulators beyond canonical circadian circuitry to promote stemness maintenance and metabolism, offering novel therapeutic paradigms. SIGNIFICANCE: Cancer stem cells are highly malignant tumor-cell populations. We demonstrate that GSCs selectively depend on circadian regulators, with increased binding of the regulators in active chromatin regions promoting tumor metabolism. Supporting clinical relevance, pharmacologic targeting of circadian networks specifically disrupted cancer stem cell growth and self-renewal.This article is highlighted in the In This Issue feature, p. 1469.


Subject(s)
ARNTL Transcription Factors/genetics , Brain Neoplasms/drug therapy , CLOCK Proteins/genetics , Glioblastoma/drug therapy , Small Molecule Libraries/administration & dosage , Animals , Brain Neoplasms/genetics , Cell Line, Tumor , Circadian Clocks/drug effects , Citric Acid Cycle/drug effects , Drug Synergism , Gene Expression Regulation, Neoplastic/drug effects , Glioblastoma/genetics , Humans , Mice , Neoplastic Stem Cells/chemistry , Neoplastic Stem Cells/drug effects , Small Molecule Libraries/pharmacology , Up-Regulation , Xenograft Model Antitumor Assays
12.
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
13.
Acta Neuropathol ; 138(2): 309-326, 2019 08.
Article in English | MEDLINE | ID: mdl-31076851

ABSTRACT

In 2012, an international consensus paper reported that medulloblastoma comprises four molecular subgroups (WNT, SHH, Group 3, and Group 4), each associated with distinct genomic features and clinical behavior. Independently, multiple recent reports have defined further intra-subgroup heterogeneity in the form of biologically and clinically relevant subtypes. However, owing to differences in patient cohorts and analytical methods, estimates of subtype number and definition have been inconsistent, especially within Group 3 and Group 4. Herein, we aimed to reconcile the definition of Group 3/Group 4 MB subtypes through the analysis of a series of 1501 medulloblastomas with DNA-methylation profiling data, including 852 with matched transcriptome data. Using multiple complementary bioinformatic approaches, we compared the concordance of subtype calls between published cohorts and analytical methods, including assessments of class-definition confidence and reproducibility. While the lowest complexity solutions continued to support the original consensus subgroups of Group 3 and Group 4, our analysis most strongly supported a definition comprising eight robust Group 3/Group 4 subtypes (types I-VIII). Subtype II was consistently identified across all component studies, while all others were supported by multiple class-definition methods. Regardless of analytical technique, increasing cohort size did not further increase the number of identified Group 3/Group 4 subtypes. Summarizing the molecular and clinico-pathological features of these eight subtypes indicated enrichment of specific driver gene alterations and cytogenetic events amongst subtypes, and identified highly disparate survival outcomes, further supporting their biological and clinical relevance. Collectively, this study provides continued support for consensus Groups 3 and 4 while enabling robust derivation of, and categorical accounting for, the extensive intertumoral heterogeneity within Groups 3 and 4, revealed by recent high-resolution subclassification approaches. Furthermore, these findings provide a basis for application of emerging methods (e.g., proteomics/single-cell approaches) which may additionally inform medulloblastoma subclassification. Outputs from this study will help shape definition of the next generation of medulloblastoma clinical protocols and facilitate the application of enhanced molecularly guided risk stratification to improve outcomes and quality of life for patients and their families.


Subject(s)
Cerebellar Neoplasms/classification , Medulloblastoma/classification , Adolescent , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/mortality , Cerebellar Neoplasms/pathology , Child , Child, Preschool , DNA Methylation , DNA, Neoplasm/genetics , Female , Gene Expression Profiling , Genes, myc , Humans , Infant , Kaplan-Meier Estimate , Male , Medulloblastoma/genetics , Medulloblastoma/mortality , Medulloblastoma/pathology , Transcriptome
14.
J Exp Med ; 216(5): 1071-1090, 2019 05 06.
Article in English | MEDLINE | ID: mdl-30948495

ABSTRACT

Glioblastoma is an incurable brain cancer characterized by high genetic and pathological heterogeneity. Here, we mapped active chromatin landscapes with gene expression, whole exomes, copy number profiles, and DNA methylomes across 44 patient-derived glioblastoma stem cells (GSCs), 50 primary tumors, and 10 neural stem cells (NSCs) to identify essential super-enhancer (SE)-associated genes and the core transcription factors that establish SEs and maintain GSC identity. GSCs segregate into two groups dominated by distinct enhancer profiles and unique developmental core transcription factor regulatory programs. Group-specific transcription factors enforce GSC identity; they exhibit higher activity in glioblastomas versus NSCs, are associated with poor clinical outcomes, and are required for glioblastoma growth in vivo. Although transcription factors are commonly considered undruggable, group-specific enhancer regulation of the MAPK/ERK pathway predicts sensitivity to MEK inhibition. These data demonstrate that transcriptional identity can be leveraged to identify novel dependencies and therapeutic approaches.


Subject(s)
Brain Neoplasms/genetics , Chromatin/genetics , Glioblastoma/genetics , Transcription, Genetic/genetics , Animals , Brain Neoplasms/pathology , Brain Neoplasms/surgery , Carcinogenesis/genetics , Cell Line, Tumor , Cohort Studies , Gene Expression Regulation, Neoplastic , Glioblastoma/pathology , Glioblastoma/surgery , Heterografts , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Neoplastic Stem Cells/metabolism , Neural Stem Cells/metabolism , Transcription Factors/genetics , Transcriptome
15.
BMC Bioinformatics ; 20(1): 60, 2019 Jan 31.
Article in English | MEDLINE | ID: mdl-30704404

ABSTRACT

BACKGROUND: High-throughput technologies for analyzing chromosome conformation at a genome scale have revealed that chromatin is organized in topologically associated domains (TADs). While TADs are relatively stable across cell types, intra-TAD activities are cell type specific. Epigenetic profiling of different tissues and cell-types has identified a large number of non-coding epigenetic regulatory elements ('enhancers') that can be located far away from coding genes. Linear proximity is a commonly chosen criterion for associating enhancers with their potential target genes. While enhancers frequently regulate the closest gene, unambiguous identification of enhancer regulated genes remains to be a challenge in the absence of sample matched chromosome conformation data. RESULTS: To associate enhancers with their target genes, we have previously developed and applied a method that tests for significant correlations between enhancer and gene expressions across a cohort of samples. To limit the number of tests, we constrain this analysis to gene-enhancer pairs embedded in the same TAD, where information on TAD boundaries is borrowed from publicly available chromosome conformation capturing ('Hi-C') data. We have now implemented this method as an R Bioconductor package 'InTAD' and verified the software package by reanalyzing available enhancer and gene expression data derived from ependymoma brain tumors. CONCLUSION: The open-source package InTAD is an easy-to-use software tool for identifying proximal and distal enhancer target genes by leveraging information on correlated expression of enhancers and genes that are located in the same TAD. InTAD can be applied to any heterogeneous cohort of samples analyzed by a combination of gene expression and epigenetic profiling techniques and integrates either public or custom information of TAD boundaries.


Subject(s)
Chromosomes/chemistry , Chromosomes/genetics , Computational Biology/methods , Software , Chromatin/genetics , Enhancer Elements, Genetic/genetics , Epigenesis, Genetic , Humans , Molecular Conformation
16.
Cancer Cell ; 35(1): 95-110.e8, 2019 01 14.
Article in English | MEDLINE | ID: mdl-30595504

ABSTRACT

Biallelic inactivation of SMARCB1, encoding a member of the SWI/SNF chromatin remodeling complex, is the hallmark genetic aberration of atypical teratoid rhabdoid tumors (ATRT). Here, we report how loss of SMARCB1 affects the epigenome in these tumors. Using chromatin immunoprecipitation sequencing (ChIP-seq) on primary tumors for a series of active and repressive histone marks, we identified the chromatin states differentially represented in ATRTs compared with other brain tumors and non-neoplastic brain. Re-expression of SMARCB1 in ATRT cell lines enabled confirmation of our genome-wide findings for the chromatin states. Additional generation of ChIP-seq data for SWI/SNF and Polycomb group proteins and the transcriptional repressor protein REST determined differential dependencies of SWI/SNF and Polycomb complexes in regulation of diverse gene sets in ATRTs.


Subject(s)
Chromatin/metabolism , Polycomb-Group Proteins/metabolism , Repressor Proteins/metabolism , Rhabdoid Tumor/metabolism , SMARCB1 Protein/metabolism , Teratoma/metabolism , Binding Sites , Brain/metabolism , Cell Line, Tumor , Chromatin Immunoprecipitation , Epigenomics/methods , Gene Expression Regulation, Neoplastic , Histones/metabolism , Humans , SMARCB1 Protein/chemistry , Sequence Analysis, DNA , Survival Analysis
17.
J Clin Oncol ; : JCO2017764720, 2018 Oct 17.
Article in English | MEDLINE | ID: mdl-30332335

ABSTRACT

PURPOSE: Children with histologically diagnosed high-risk medulloblastoma, supratentorial primitive neuroectodermal tumor of the CNS (CNS-PNET), and pineoblastoma (PBL) have had poor survival despite intensive treatment. We included these patients in this Children's Oncology Group trial. Molecular profiling later revealed tumor heterogeneity that was not detectable at protocol inception. Enrollment of patients with CNS-PNET/PBL was subsequently discontinued, and outcomes for this part of the study are reported here. PATIENTS AND METHODS: In this phase III, four-arm prospective trial, consenting children age 3-22 years with newly diagnosed CNS-PNET were randomly assigned (1:1) to receive carboplatin during radiation and/or adjuvant isotretinoin after standard intensive therapy. Primary outcome measure was event-free survival (EFS) in the intent-to-treat population. Molecular tumor classification was retrospectively completed using DNA methylation profiling. RESULTS: Eighty-five participants with institutionally diagnosed CNS-PNETs/PBLs were enrolled. Of 60 patients with sufficient tissue, 31 were nonpineal in location, of which 22 (71%) represented tumors that were not intended for trial inclusion, including 18 high-grade gliomas (HGGs), two atypical teratoid rhabdoid tumors, and two ependymomas. Outcomes across tumor types were strikingly different. Patients with supratentorial embryonal tumors/PBLs exhibited 5-year EFS and overall survival of 62.8% (95% CI, 43.4% to 82.2%) and 78.5% (95% CI, 62.2% to 94.8%), respectively, whereas patients with molecularly classified HGG had EFS and overall survival of 5.6% (95% CI, 0% to 13.0%) and 12.0% (95% CI, 0% to 24.7%), respectively. Neither carboplatin, nor isotretinoin significantly altered outcomes for all patients. Survival for patients with HGG was similar to that of historic studies that avoid craniospinal irradiation and intensive chemotherapy. CONCLUSION: For patients with CNS-PNET/PBL, prognosis is considerably better than previously assumed when molecularly confirmed HGGs are removed. Identification of molecular HGGs may spare affected children from unhelpful intensive treatment. This trial highlights the challenges of a histology-based diagnosis for pediatric brain tumors and indicates that molecular profiling should become a standard component of initial diagnosis.

18.
Nat Med ; 24(11): 1752-1761, 2018 11.
Article in English | MEDLINE | ID: mdl-30349086

ABSTRACT

Brain tumors are the leading cause of cancer-related death in children. Genomic studies have provided insights into molecular subgroups and oncogenic drivers of pediatric brain tumors that may lead to novel therapeutic strategies. To evaluate new treatments, better preclinical models adequately reflecting the biological heterogeneity are needed. Through the Children's Oncology Group ACNS02B3 study, we have generated and comprehensively characterized 30 patient-derived orthotopic xenograft models and seven cell lines representing 14 molecular subgroups of pediatric brain tumors. Patient-derived orthotopic xenograft models were found to be representative of the human tumors they were derived from in terms of histology, immunohistochemistry, gene expression, DNA methylation, copy number, and mutational profiles. In vivo drug sensitivity of targeted therapeutics was associated with distinct molecular tumor subgroups and specific genetic alterations. These models and their molecular characterization provide an unprecedented resource for the cancer community to study key oncogenic drivers and to evaluate novel treatment strategies.


Subject(s)
Biological Specimen Banks , Brain Neoplasms/pathology , Immunohistochemistry , Xenograft Model Antitumor Assays/methods , Animals , Cell Line, Tumor , Child , Child, Preschool , DNA Methylation/genetics , Female , Genomics , Humans , Male , Mice , Mutation , Pediatrics
19.
Cancer Cell ; 34(3): 379-395.e7, 2018 09 10.
Article in English | MEDLINE | ID: mdl-30205043

ABSTRACT

The current consensus recognizes four main medulloblastoma subgroups (wingless, Sonic hedgehog, group 3 and group 4). While medulloblastoma subgroups have been characterized extensively at the (epi-)genomic and transcriptomic levels, the proteome and phosphoproteome landscape remain to be comprehensively elucidated. Using quantitative (phospho)-proteomics in primary human medulloblastomas, we unravel distinct posttranscriptional regulation leading to highly divergent oncogenic signaling and kinase activity profiles in groups 3 and 4 medulloblastomas. Specifically, proteomic and phosphoproteomic analyses identify aberrant ERBB4-SRC signaling in group 4. Hence, enforced expression of an activated SRC combined with p53 inactivation induces murine tumors that resemble group 4 medulloblastoma. Therefore, our integrative proteogenomics approach unveils an oncogenic pathway and potential therapeutic vulnerability in the most common medulloblastoma subgroup.


Subject(s)
Cerebellar Neoplasms/pathology , Medulloblastoma/pathology , Receptor, ErbB-4/metabolism , src-Family Kinases/metabolism , Adolescent , Animals , Carcinogenesis/pathology , Cell Line, Tumor , Cerebellar Neoplasms/genetics , Cerebellum/pathology , Child , Child, Preschool , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Infant , Male , Medulloblastoma/genetics , Mice , Mice, Transgenic , Phosphorylation , Proteome/metabolism , Proteomics/methods , Signal Transduction , src-Family Kinases/genetics
20.
Mol Cancer Res ; 16(10): 1491-1498, 2018 10.
Article in English | MEDLINE | ID: mdl-30006355

ABSTRACT

Desmoplastic infantile ganglioglioma (DIG) and desmoplastic infantile astrocytoma (DIA) are extremely rare tumors that typically arise in infancy; however, these entities have not been well characterized in terms of genetic alterations or clinical outcomes. Here, through a multi-institutional collaboration, the largest cohort of DIG/DIA to date is examined using advanced laboratory and data processing techniques. Targeted DNA exome sequencing and DNA methylation profiling were performed on tumor specimens obtained from different patients (n = 8) diagnosed histologically as DIG/DIGA. Two of these cases clustered with other tumor entities, and were excluded from analysis. The remaining 16 cases were confirmed to be DIG/DIA by histology and by DNA methylation profiling. Somatic BRAF gene mutations were discovered in 7 instances (43.8%); 4 were BRAFV600E mutations, and 3 were BRAFV600D mutations. Three instances of malignant transformation were found, and sequencing of the recurrence demonstrated a new TP53 mutation in one case, new ATRX deletion in one case, and in the third case, the original tumor harbored an EML4-ALK fusion, also present at recurrence. DIG/DIA are distinct pathologic entities that frequently harbor BRAFV600 mutations. Complete surgical resection is the ideal treatment, and overall prognosis is excellent. While, the small sample size and incomplete surgical records limit a definitive conclusion about the risk of tumor recurrence, the risk appears quite low. In rare cases with wild-type BRAF, malignant progression can be observed, frequently with the acquisition of other genetic alterations.Implications: DIG/DIA are a distinct molecular entity, with a subset frequently harboring either BRAF V600E or BRAF V600D mutations. Mol Cancer Res; 16(10); 1491-8. ©2018 AACR.


Subject(s)
Astrocytoma/genetics , Ganglioglioma/genetics , Neoplasm Recurrence, Local/genetics , Proto-Oncogene Proteins B-raf/genetics , Astrocytoma/diagnostic imaging , Astrocytoma/pathology , Astrocytoma/surgery , Child, Preschool , Female , Ganglioglioma/diagnostic imaging , Ganglioglioma/pathology , Ganglioglioma/surgery , Humans , Infant , Male , Mutation , Neoplasm Recurrence, Local/diagnostic imaging , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/surgery , Oncogene Proteins, Fusion/genetics , Tumor Suppressor Protein p53/genetics , Exome Sequencing , X-linked Nuclear Protein/genetics
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