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1.
Nature ; 580(7804): 517-523, 2020 04.
Article in English | MEDLINE | ID: mdl-32322066

ABSTRACT

A high tumour mutational burden (hypermutation) is observed in some gliomas1-5; however, the mechanisms by which hypermutation develops and whether it predicts the response to immunotherapy are poorly understood. Here we comprehensively analyse the molecular determinants of mutational burden and signatures in 10,294 gliomas. We delineate two main pathways to hypermutation: a de novo pathway associated with constitutional defects in DNA polymerase and mismatch repair (MMR) genes, and a more common post-treatment pathway, associated with acquired resistance driven by MMR defects in chemotherapy-sensitive gliomas that recur after treatment with the chemotherapy drug temozolomide. Experimentally, the mutational signature of post-treatment hypermutated gliomas was recapitulated by temozolomide-induced damage in cells with MMR deficiency. MMR-deficient gliomas were characterized by a lack of prominent T cell infiltrates, extensive intratumoral heterogeneity, poor patient survival and a low rate of response to PD-1 blockade. Moreover, although bulk analyses did not detect microsatellite instability in MMR-deficient gliomas, single-cell whole-genome sequencing analysis of post-treatment hypermutated glioma cells identified microsatellite mutations. These results show that chemotherapy can drive the acquisition of hypermutated populations without promoting a response to PD-1 blockade and supports the diagnostic use of mutational burden and signatures in cancer.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/therapy , Glioma/genetics , Glioma/therapy , Mutation , Animals , Antineoplastic Agents, Alkylating/pharmacology , Antineoplastic Agents, Alkylating/therapeutic use , Brain Neoplasms/immunology , DNA Mismatch Repair/genetics , Gene Frequency , Genome, Human/drug effects , Genome, Human/genetics , Glioma/immunology , Humans , Male , Mice , Microsatellite Repeats/drug effects , Microsatellite Repeats/genetics , Mutagenesis/drug effects , Mutation/drug effects , Phenotype , Prognosis , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Sequence Analysis, DNA , Temozolomide/pharmacology , Temozolomide/therapeutic use , Xenograft Model Antitumor Assays
2.
EMBO Rep ; 19(6)2018 06.
Article in English | MEDLINE | ID: mdl-29661858

ABSTRACT

The production of type I interferon (IFN) is essential for cellular barrier functions and innate and adaptive antiviral immunity. In response to virus infections, RNA receptors RIG-I and MDA5 stimulate a mitochondria-localized signaling apparatus that uses TRAF family ubiquitin ligase proteins to activate master transcription regulators IRF3 and NFκB, driving IFN and antiviral target gene expression. Data indicate that a third RNA receptor, LGP2, acts as a negative regulator of antiviral signaling by interfering with TRAF family proteins. Disruption of LGP2 expression in cells results in earlier and overactive transcriptional responses to virus or dsRNA LGP2 associates with the C-terminus of TRAF2, TRAF3, TRAF5, and TRAF6 and interferes with TRAF ubiquitin ligase activity. TRAF interference is independent of LGP2 ATP hydrolysis, RNA binding, or its C-terminal domain, and LGP2 can regulate TRAF-mediated signaling pathways in trans, including IL-1ß, TNFα, and cGAMP These findings provide a unique mechanism for LGP2 negative regulation through TRAF suppression and extend the potential impact of LGP2 negative regulation beyond the IFN antiviral response.


Subject(s)
Immunity, Innate/genetics , RNA Helicases/metabolism , RNA, Double-Stranded/immunology , RNA, Viral/immunology , Tumor Necrosis Factor Receptor-Associated Peptides and Proteins/antagonists & inhibitors , Virus Diseases/immunology , Animals , Fibroblasts , Gene Expression Regulation , HEK293 Cells , Humans , Interferon Type I/genetics , RNA Helicases/genetics , Signal Transduction/genetics , Tumor Necrosis Factor Receptor-Associated Peptides and Proteins/metabolism , Virus Diseases/genetics
3.
Nat Protoc ; 18(7): 2014-2031, 2023 07.
Article in English | MEDLINE | ID: mdl-37286821

ABSTRACT

Spheroid culture systems have allowed in vitro propagation of cells unable to grow in canonical cell culturing conditions, and may capture cellular contexts that model tumor growth better than current model systems. The insights gleaned from genome-wide clustered regularly interspaced short palindromic repeat (CRISPR) screening of thousands of cancer cell lines grown in conventional culture conditions illustrate the value of such CRISPR pooled screens. It is clear that similar genome-wide CRISPR screens of three-dimensional spheroid cultures will be important for future biological discovery. Here, we present a protocol for genome-wide CRISPR screening of three-dimensional neurospheres. While many in-depth protocols and discussions have been published for more typical cell lines, few detailed protocols are currently available in the literature for genome-wide screening in spheroidal cell lines. For those who want to screen such cell lines, and particularly neurospheres, we provide a step-by-step description of assay development tests to be performed before screening, as well as for the screen itself. We highlight considerations of variables that make these screens distinct from, or similar to, typical nonspheroid cell lines throughout. Finally, we illustrate typical outcomes of neurosphere genome-wide screens, and how neurosphere screens typically produce slightly more heterogeneous signal distributions than more canonical cancer cell lines. Completion of this entire protocol will take 8-12 weeks from the initial assay development tests to deconvolution of the sequencing data.


Subject(s)
Clustered Regularly Interspaced Short Palindromic Repeats , Neoplasms , Humans , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , CRISPR-Cas Systems , Genome , Cell Line
4.
Nat Commun ; 13(1): 604, 2022 02 01.
Article in English | MEDLINE | ID: mdl-35105861

ABSTRACT

The role of PPM1D mutations in de novo gliomagenesis has not been systematically explored. Here we analyze whole genome sequences of 170 pediatric high-grade gliomas and find that truncating mutations in PPM1D that increase the stability of its phosphatase are clonal driver events in 11% of Diffuse Midline Gliomas (DMGs) and are enriched in primary pontine tumors. Through the development of DMG mouse models, we show that PPM1D mutations potentiate gliomagenesis and that PPM1D phosphatase activity is required for in vivo oncogenesis. Finally, we apply integrative phosphoproteomic and functional genomics assays and find that oncogenic effects of PPM1D truncation converge on regulators of cell cycle, DNA damage response, and p53 pathways, revealing therapeutic vulnerabilities including MDM2 inhibition.


Subject(s)
Glioma/genetics , Mutation , Oncogenes/genetics , Protein Phosphatase 2C/genetics , Adolescent , Adult , Animals , Brain Stem Neoplasms/genetics , Carcinogenesis/genetics , Cell Cycle , Child , Child, Preschool , DNA Damage , Disease Models, Animal , Female , HEK293 Cells , Humans , Infant , Male , Mice , Proto-Oncogene Proteins c-mdm2 , Transcriptome , Tumor Suppressor Protein p53/genetics , Young Adult
5.
Nat Commun ; 10(1): 3731, 2019 08 19.
Article in English | MEDLINE | ID: mdl-31427603

ABSTRACT

Pilocytic astrocytoma (PA), the most common childhood brain tumor, is a low-grade glioma with a single driver BRAF rearrangement. Here, we perform scRNAseq in six PAs using methods that enabled detection of the rearrangement. When compared to higher-grade gliomas, a strikingly higher proportion of the PA cancer cells exhibit a differentiated, astrocyte-like phenotype. A smaller proportion of cells exhibit a progenitor-like phenotype with evidence of proliferation. These express a mitogen-activated protein kinase (MAPK) programme that was absent from higher-grade gliomas. Immune cells, especially microglia, comprise 40% of all cells in the PAs and account for differences in bulk expression profiles between tumor locations and subtypes. These data indicate that MAPK signaling is restricted to relatively undifferentiated cancer cells in PA, with implications for investigational therapies directed at this pathway.


Subject(s)
Astrocytoma/genetics , Astrocytoma/pathology , Brain Neoplasms/pathology , Neural Stem Cells/cytology , Proto-Oncogene Proteins B-raf/genetics , Animals , Brain Neoplasms/genetics , Humans , MAP Kinase Signaling System/genetics , Mice , Microglia/pathology , Mitogen-Activated Protein Kinases/genetics , Mitogen-Activated Protein Kinases/metabolism , Oligodendroglia/cytology , Oncogene Proteins, Fusion/metabolism , Tumor Cells, Cultured
6.
Nat Commun ; 10(1): 2400, 2019 06 03.
Article in English | MEDLINE | ID: mdl-31160565

ABSTRACT

BET-bromodomain inhibition (BETi) has shown pre-clinical promise for MYC-amplified medulloblastoma. However, the mechanisms for its action, and ultimately for resistance, have not been fully defined. Here, using a combination of expression profiling, genome-scale CRISPR/Cas9-mediated loss of function and ORF/cDNA driven rescue screens, and cell-based models of spontaneous resistance, we identify bHLH/homeobox transcription factors and cell-cycle regulators as key genes mediating BETi's response and resistance. Cells that acquire drug tolerance exhibit a more neuronally differentiated cell-state and expression of lineage-specific bHLH/homeobox transcription factors. However, they do not terminally differentiate, maintain expression of CCND2, and continue to cycle through S-phase. Moreover, CDK4/CDK6 inhibition delays acquisition of resistance. Therefore, our data provide insights about the mechanisms underlying BETi effects and the appearance of resistance and support the therapeutic use of combined cell-cycle inhibitors with BETi in MYC-amplified medulloblastoma.


Subject(s)
Azepines/pharmacology , Cell Cycle/drug effects , Cerebellar Neoplasms/drug therapy , Medulloblastoma/drug therapy , Neurogenesis/drug effects , Proteins/antagonists & inhibitors , Triazoles/pharmacology , Animals , Basic Helix-Loop-Helix Transcription Factors/drug effects , Basic Helix-Loop-Helix Transcription Factors/metabolism , CRISPR-Cas Systems , Cell Cycle Proteins/drug effects , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Cell Lineage , Cerebellar Neoplasms/genetics , Cyclin D2/drug effects , Cyclin D2/metabolism , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Drug Resistance, Neoplasm , Gene Expression Profiling , Humans , Medulloblastoma/genetics , Mice , Neural Stem Cells/drug effects , Neural Stem Cells/metabolism , Proto-Oncogene Proteins c-myc/genetics , S Phase/drug effects
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