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1.
Cancer Cell ; 42(5): 904-914.e9, 2024 May 13.
Article in English | MEDLINE | ID: mdl-38579724

ABSTRACT

A subset of patients with IDH-mutant glioma respond to inhibitors of mutant IDH (IDHi), yet the molecular underpinnings of such responses are not understood. Here, we profiled by single-cell or single-nucleus RNA-sequencing three IDH-mutant oligodendrogliomas from patients who derived clinical benefit from IDHi. Importantly, the tissues were sampled on-drug, four weeks from treatment initiation. We further integrate our findings with analysis of single-cell and bulk transcriptomes from independent cohorts and experimental models. We find that IDHi treatment induces a robust differentiation toward the astrocytic lineage, accompanied by a depletion of stem-like cells and a reduction of cell proliferation. Furthermore, mutations in NOTCH1 are associated with decreased astrocytic differentiation and may limit the response to IDHi. Our study highlights the differentiating potential of IDHi on the cellular hierarchies that drive oligodendrogliomas and suggests a genetic modifier that may improve patient stratification.


Subject(s)
Brain Neoplasms , Cell Differentiation , Isocitrate Dehydrogenase , Mutation , Oligodendroglioma , Oligodendroglioma/genetics , Oligodendroglioma/pathology , Oligodendroglioma/drug therapy , Isocitrate Dehydrogenase/genetics , Isocitrate Dehydrogenase/antagonists & inhibitors , Humans , Cell Differentiation/drug effects , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Brain Neoplasms/drug therapy , Cell Lineage/drug effects , Receptor, Notch1/genetics , Receptor, Notch1/metabolism , Cell Proliferation/drug effects , Animals , Astrocytes/metabolism , Astrocytes/drug effects , Astrocytes/pathology , Mice , Single-Cell Analysis/methods
2.
Nat Cancer ; 2024 Mar 05.
Article in English | MEDLINE | ID: mdl-38443662

ABSTRACT

Cyclin-dependent kinase 4 and 6 inhibitors (CDK4/6is) have revolutionized breast cancer therapy. However, <50% of patients have an objective response, and nearly all patients develop resistance during therapy. To elucidate the underlying mechanisms, we constructed an interpretable deep learning model of the response to palbociclib, a CDK4/6i, based on a reference map of multiprotein assemblies in cancer. The model identifies eight core assemblies that integrate rare and common alterations across 90 genes to stratify palbociclib-sensitive versus palbociclib-resistant cell lines. Predictions translate to patients and patient-derived xenografts, whereas single-gene biomarkers do not. Most predictive assemblies can be shown by CRISPR-Cas9 genetic disruption to regulate the CDK4/6i response. Validated assemblies relate to cell-cycle control, growth factor signaling and a histone regulatory complex that we show promotes S-phase entry through the activation of the histone modifiers KAT6A and TBL1XR1 and the transcription factor RUNX1. This study enables an integrated assessment of how a tumor's genetic profile modulates CDK4/6i resistance.

3.
bioRxiv ; 2023 Nov 28.
Article in English | MEDLINE | ID: mdl-38116029

ABSTRACT

Polycomb Repressive Complex 2 (PRC2)-mediated histone H3K27 tri-methylation (H3K27me3) recruits canonical PRC1 (cPRC1) to maintain heterochromatin. In early development, polycomb-regulated genes are connected through long-range 3D interactions which resolve upon differentiation. Here, we report that polycomb looping is controlled by H3K27me3 spreading and regulates target gene silencing and cell fate specification. Using glioma-derived H3 Lys-27-Met (H3K27M) mutations as tools to restrict H3K27me3 deposition, we show that H3K27me3 confinement concentrates the chromatin pool of cPRC1, resulting in heightened 3D interactions mirroring chromatin architecture of pluripotency, and stringent gene repression that maintains cells in progenitor states to facilitate tumor development. Conversely, H3K27me3 spread in pluripotent stem cells, following neural differentiation or loss of the H3K36 methyltransferase NSD1, dilutes cPRC1 concentration and dissolves polycomb loops. These results identify the regulatory principles and disease implications of polycomb looping and nominate histone modification-guided distribution of reader complexes as an important mechanism for nuclear compartment organization. Highlights: The confinement of H3K27me3 at PRC2 nucleation sites without its spreading correlates with increased 3D chromatin interactions.The H3K27M oncohistone concentrates canonical PRC1 that anchors chromatin loop interactions in gliomas, silencing developmental programs.Stem and progenitor cells require factors promoting H3K27me3 confinement, including H3K36me2, to maintain cPRC1 loop architecture.The cPRC1-H3K27me3 interaction is a targetable driver of aberrant self-renewal in tumor cells.

4.
Front Oncol ; 13: 1221611, 2023.
Article in English | MEDLINE | ID: mdl-37576901

ABSTRACT

Introduction: Medulloblastoma is the most common type of malignant pediatric brain tumor with group 4 medulloblastomas (G4 MBs) accounting for 40% of cases. However, the molecular mechanisms that underlie this subgroup are still poorly understood. Point mutations are detected in a large number of genes at low incidence per gene while the detection of complex structural variants in recurrently affected genes typically requires the application of long-read technologies. Methods: Here, we applied linked-read sequencing, which combines the long-range genome information of long-read sequencing with the high base pair accuracy of short read sequencing and very low sample input requirements. Results: We demonstrate the detection of complex structural variants and point mutations in these tumors, and, for the first time, the detection of extrachromosomal DNA (ecDNA) with linked-reads. We provide further evidence for the high heterogeneity of somatic mutations in G4 MBs and add new complex events associated with it. Discussion: We detected several enhancer-hijacking events, an ecDNA containing the MYCN gene, and rare structural rearrangements, such a chromothripsis in a G4 medulloblastoma, chromoplexy involving 8 different chromosomes, a TERT gene rearrangement, and a PRDM6 duplication.

6.
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
7.
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
8.
Cell Stem Cell ; 28(3): 488-501.e10, 2021 03 04.
Article in English | MEDLINE | ID: mdl-33242413

ABSTRACT

Lifelong blood production requires long-term hematopoietic stem cells (LT-HSCs), marked by stemness states involving quiescence and self-renewal, to transition into activated short-term HSCs (ST-HSCs) with reduced stemness. As few transcriptional changes underlie this transition, we used single-cell and bulk assay for transposase-accessible chromatin sequencing (ATAC-seq) on human HSCs and hematopoietic stem and progenitor cell (HSPC) subsets to uncover chromatin accessibility signatures, one including LT-HSCs (LT/HSPC signature) and another excluding LT-HSCs (activated HSPC [Act/HSPC] signature). These signatures inversely correlated during early hematopoietic commitment and differentiation. The Act/HSPC signature contains CCCTC-binding factor (CTCF) binding sites mediating 351 chromatin interactions engaged in ST-HSCs, but not LT-HSCs, enclosing multiple stemness pathway genes active in LT-HSCs and repressed in ST-HSCs. CTCF silencing derepressed stemness genes, restraining quiescent LT-HSCs from transitioning to activated ST-HSCs. Hence, 3D chromatin interactions centrally mediated by CTCF endow a gatekeeper function that governs the earliest fate transitions HSCs make by coordinating disparate stemness pathways linked to quiescence and self-renewal.


Subject(s)
Chromatin , Hematopoietic Stem Cells , Cell Differentiation , Cell Division , Hematopoiesis , Humans
9.
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
10.
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
11.
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
12.
Nature ; 529(7586): 351-7, 2016 Jan 21.
Article in English | MEDLINE | ID: mdl-26760213

ABSTRACT

The development of targeted anti-cancer therapies through the study of cancer genomes is intended to increase survival rates and decrease treatment-related toxicity. We treated a transposon-driven, functional genomic mouse model of medulloblastoma with 'humanized' in vivo therapy (microneurosurgical tumour resection followed by multi-fractionated, image-guided radiotherapy). Genetic events in recurrent murine medulloblastoma exhibit a very poor overlap with those in matched murine diagnostic samples (<5%). Whole-genome sequencing of 33 pairs of human diagnostic and post-therapy medulloblastomas demonstrated substantial genetic divergence of the dominant clone after therapy (<12% diagnostic events were retained at recurrence). In both mice and humans, the dominant clone at recurrence arose through clonal selection of a pre-existing minor clone present at diagnosis. Targeted therapy is unlikely to be effective in the absence of the target, therefore our results offer a simple, proximal, and remediable explanation for the failure of prior clinical trials of targeted therapy.


Subject(s)
Cerebellar Neoplasms/therapy , Clone Cells/drug effects , Clone Cells/metabolism , Medulloblastoma/therapy , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Selection, Genetic/drug effects , Animals , Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/pathology , Cerebellar Neoplasms/radiotherapy , Cerebellar Neoplasms/surgery , Clone Cells/pathology , Craniospinal Irradiation , DNA Mutational Analysis , Disease Models, Animal , Drosophila melanogaster/cytology , Drosophila melanogaster/genetics , Female , Genome, Human/genetics , Humans , Male , Medulloblastoma/genetics , Medulloblastoma/pathology , Medulloblastoma/radiotherapy , Medulloblastoma/surgery , Mice , Molecular Targeted Therapy/methods , Neoplasm Recurrence, Local/therapy , Radiotherapy, Image-Guided , Signal Transduction , Xenograft Model Antitumor Assays
13.
Interact Cardiovasc Thorac Surg ; 9(2): 357-9, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19411262

ABSTRACT

Concomitant valvular and abdominal aortic pathologies, both requiring urgent surgical interventions, are an uncommon entity. The ideal surgical management of such a scenario varies, depending on a host of variables. Due to its complexity and rarity, the ideal management approach remains an unknown. We describe a patient who presents with a delayed diagnosis of concomitant Salmonella species mitral valve (MV) endocarditis and mycotic abdominal aortic aneurysm (AAA). Though both clinical entities required urgent surgical intervention, the presence of one made intervening for the other high-risk and created a surgical dilemma. Following guarded conservative medical management, the patient underwent successful staged surgical interventions.


Subject(s)
Aneurysm, Infected/surgery , Aortic Aneurysm, Abdominal/surgery , Endocarditis, Bacterial/surgery , Heart Valve Prosthesis Implantation , Mitral Valve Insufficiency/surgery , Salmonella Infections/complications , Salmonella enteritidis/isolation & purification , Vascular Surgical Procedures , Aneurysm, Infected/diagnostic imaging , Aneurysm, Infected/microbiology , Anti-Bacterial Agents/therapeutic use , Aortic Aneurysm, Abdominal/diagnostic imaging , Aortic Aneurysm, Abdominal/microbiology , Aortography/methods , Debridement , Echocardiography, Transesophageal , Endocarditis, Bacterial/diagnostic imaging , Endocarditis, Bacterial/microbiology , Female , Humans , Middle Aged , Mitral Valve Insufficiency/diagnostic imaging , Mitral Valve Insufficiency/microbiology , Salmonella Infections/microbiology , Salmonella Infections/therapy , Time Factors , Tomography, X-Ray Computed , Treatment Outcome
14.
Catheter Cardiovasc Interv ; 67(3): 482-4, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16475186

ABSTRACT

Coronary artery compression is a rare and potentially fatal complication after pulmonary valve replacement. This report describes myocardial infarction from extrinsic left main coronary artery compression after pulmonary valve replacement in a 10-y-old boy. He was successfully treated with percutaneous coronary intervention.


Subject(s)
Angioplasty, Balloon, Coronary , Coronary Disease/therapy , Heart Valve Prosthesis Implantation/adverse effects , Pulmonary Valve Insufficiency/surgery , Child , Constriction, Pathologic/etiology , Constriction, Pathologic/therapy , Coronary Disease/etiology , Humans , Male
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