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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 Genet ; 53(10): 1469-1479, 2021 10.
Article in English | MEDLINE | ID: mdl-34594037

ABSTRACT

Single-cell RNA sequencing has revealed extensive transcriptional cell state diversity in cancer, often observed independently of genetic heterogeneity, raising the central question of how malignant cell states are encoded epigenetically. To address this, here we performed multiomics single-cell profiling-integrating DNA methylation, transcriptome and genotype within the same cells-of diffuse gliomas, tumors characterized by defined transcriptional cell state diversity. Direct comparison of the epigenetic profiles of distinct cell states revealed key switches for state transitions recapitulating neurodevelopmental trajectories and highlighted dysregulated epigenetic mechanisms underlying gliomagenesis. We further developed a quantitative framework to directly measure cell state heritability and transition dynamics based on high-resolution lineage trees in human samples. We demonstrated heritability of malignant cell states, with key differences in hierarchal and plastic cell state architectures in IDH-mutant glioma versus IDH-wild-type glioblastoma, respectively. This work provides a framework anchoring transcriptional cancer cell states in their epigenetic encoding, inheritance and transition dynamics.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/pathology , Cell Plasticity/genetics , Epigenesis, Genetic , Glioma/genetics , Glioma/pathology , Inheritance Patterns/genetics , Transcription, Genetic , Cell Line, Tumor , CpG Islands/genetics , DNA Copy Number Variations/genetics , DNA Methylation/genetics , Humans , Isocitrate Dehydrogenase/genetics , Phylogeny , Polycomb Repressive Complex 2/metabolism , Promoter Regions, Genetic/genetics , Single-Cell Analysis , Transcriptome/genetics
3.
Nat Med ; 27(2): 289-300, 2021 02.
Article in English | MEDLINE | ID: mdl-33495604

ABSTRACT

Synovial sarcoma (SyS) is an aggressive neoplasm driven by the SS18-SSX fusion, and is characterized by low T cell infiltration. Here, we studied the cancer-immune interplay in SyS using an integrative approach that combines single-cell RNA sequencing (scRNA-seq), spatial profiling and genetic and pharmacological perturbations. scRNA-seq of 16,872 cells from 12 human SyS tumors uncovered a malignant subpopulation that marks immune-deprived niches in situ and is predictive of poor clinical outcomes in two independent cohorts. Functional analyses revealed that this malignant cell state is controlled by the SS18-SSX fusion, is repressed by cytokines secreted by macrophages and T cells, and can be synergistically targeted with a combination of HDAC and CDK4/CDK6 inhibitors. This drug combination enhanced malignant-cell immunogenicity in SyS models, leading to induced T cell reactivity and T cell-mediated killing. Our study provides a blueprint for investigating heterogeneity in fusion-driven malignancies and demonstrates an interplay between immune evasion and oncogenic processes that can be co-targeted in SyS and potentially in other malignancies.


Subject(s)
Carcinogenesis/genetics , Molecular Targeted Therapy , Oncogene Proteins, Fusion/genetics , Sarcoma, Synovial/drug therapy , Cell Line, Tumor , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Histone Deacetylase Inhibitors/therapeutic use , Histone Deacetylases/genetics , Histone Deacetylases/therapeutic use , Humans , Oncogene Proteins, Fusion/antagonists & inhibitors , Oncogenes/genetics , RNA-Seq , Sarcoma, Synovial/genetics , Sarcoma, Synovial/pathology , Single-Cell Analysis
4.
Nature ; 572(7767): 74-79, 2019 08.
Article in English | MEDLINE | ID: mdl-31341285

ABSTRACT

Medulloblastoma is a malignant childhood cerebellar tumour type that comprises distinct molecular subgroups. Whereas genomic characteristics of these subgroups are well defined, the extent to which cellular diversity underlies their divergent biology and clinical behaviour remains largely unexplored. Here we used single-cell transcriptomics to investigate intra- and intertumoral heterogeneity in 25 medulloblastomas spanning all molecular subgroups. WNT, SHH and Group 3 tumours comprised subgroup-specific undifferentiated and differentiated neuronal-like malignant populations, whereas Group 4 tumours consisted exclusively of differentiated neuronal-like neoplastic cells. SHH tumours closely resembled granule neurons of varying differentiation states that correlated with patient age. Group 3 and Group 4 tumours exhibited a developmental trajectory from primitive progenitor-like to more mature neuronal-like cells, the relative proportions of which distinguished these subgroups. Cross-species transcriptomics defined distinct glutamatergic populations as putative cells-of-origin for SHH and Group 4 subtypes. Collectively, these data provide insights into the cellular and developmental states underlying subtype-specific medulloblastoma biology.


Subject(s)
Genomics , Medulloblastoma/genetics , Medulloblastoma/pathology , Single-Cell Analysis , Transcriptome , Adolescent , Adult , Animals , Cell Lineage , Cerebellum/metabolism , Cerebellum/pathology , Child , Child, Preschool , DNA Copy Number Variations , Gene Expression Regulation, Neoplastic , Glutamic Acid/metabolism , Humans , Infant , Medulloblastoma/classification , Mice , Neurons/metabolism , Neurons/pathology
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