Gliomas with histone H3 lysine27-to-methionine mutations (H3K27M-glioma) arise primarily in the midline of the central nervous system of young children, suggesting a cooperation between genetics and ...cellular context in tumorigenesis. Although the genetics of H3K27M-glioma are well characterized, their cellular architecture remains uncharted. We performed single-cell RNA sequencing in 3321 cells from six primary H3K27M-glioma and matched models. We found that H3K27M-glioma primarily contain cells that resemble oligodendrocyte precursor cells (OPC-like), whereas more differentiated malignant cells are a minority. OPC-like cells exhibit greater proliferation and tumor-propagating potential than their more differentiated counterparts and are at least in part sustained by
signaling. Our study characterizes oncogenic and developmental programs in H3K27M-glioma at single-cell resolution and across genetic subclones, suggesting potential therapeutic targets in this disease.
Histone 3 lysine27-to-methionine (H3-K27M) mutations most frequently occur in diffuse midline gliomas (DMGs) of the childhood pons but are also increasingly recognized in adults. Their potential ...heterogeneity at different ages and midline locations is vastly understudied. Here, through dissecting the single-cell transcriptomic, epigenomic and spatial architectures of a comprehensive cohort of patient H3-K27M DMGs, we delineate how age and anatomical location shape glioma cell-intrinsic and -extrinsic features in light of the shared driver mutation. We show that stem-like oligodendroglial precursor-like cells, present across all clinico-anatomical groups, display varying levels of maturation dependent on location. We reveal a previously underappreciated relationship between mesenchymal cancer cell states and age, linked to age-dependent differences in the immune microenvironment. Further, we resolve the spatial organization of H3-K27M DMG cell populations and identify a mitotic oligodendroglial-lineage niche. Collectively, our study provides a powerful framework for rational modeling and therapeutic interventions.
Diverse genetic, epigenetic, and developmental programs drive glioblastoma, an incurable and poorly understood tumor, but their precise characterization remains challenging. Here, we use an ...integrative approach spanning single-cell RNA-sequencing of 28 tumors, bulk genetic and expression analysis of 401 specimens from the The Cancer Genome Atlas (TCGA), functional approaches, and single-cell lineage tracing to derive a unified model of cellular states and genetic diversity in glioblastoma. We find that malignant cells in glioblastoma exist in four main cellular states that recapitulate distinct neural cell types, are influenced by the tumor microenvironment, and exhibit plasticity. The relative frequency of cells in each state varies between glioblastoma samples and is influenced by copy number amplifications of the CDK4, EGFR, and PDGFRA loci and by mutations in the NF1 locus, which each favor a defined state. Our work provides a blueprint for glioblastoma, integrating the malignant cell programs, their plasticity, and their modulation by genetic drivers.
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•Four cellular states drive glioblastoma malignant cells heterogeneity•In vivo single-cell lineage tracing supports plasticity between these four states•Genetics and the microenvironment influence the frequency of cells in each state•TCGA subtypes reflect the highest-frequency malignant states and the microenvironment
Single-cell analyses of glioblastoma samples reveal multiple cellular states, their plasticity and the genetic underpinnings of state proportions in a given tumor.
Recent advances in single-cell, transcriptomic profiling have provided unprecedented access to investigate cell heterogeneity during tissue and organ development. In this study, we used massively ...parallel, single-cell RNA sequencing to define cell heterogeneity within the zebrafish kidney marrow, constructing a comprehensive molecular atlas of definitive hematopoiesis and functionally distinct renal cells found in adult zebrafish. Because our method analyzed blood and kidney cells in an unbiased manner, our approach was useful in characterizing immune-cell deficiencies within DNA-protein kinase catalytic subunit (
), interleukin-2 receptor γ a (
), and double-homozygous-mutant fish, identifying blood cell losses in T, B, and natural killer cells within specific genetic mutants. Our analysis also uncovered novel cell types, including two classes of natural killer immune cells, classically defined and erythroid-primed hematopoietic stem and progenitor cells, mucin-secreting kidney cells, and kidney stem/progenitor cells. In total, our work provides the first, comprehensive, single-cell, transcriptomic analysis of kidney and marrow cells in the adult zebrafish.
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.
Ependymoma is a heterogeneous entity of central nervous system tumors with well-established molecular groups. Here, we apply single-cell RNA sequencing to analyze ependymomas across molecular groups ...and anatomic locations to investigate their intratumoral heterogeneity and developmental origins. Ependymomas are composed of a cellular hierarchy initiating from undifferentiated populations, which undergo impaired differentiation toward three lineages of neuronal-glial fate specification. While prognostically favorable groups of ependymoma predominantly harbor differentiated cells, aggressive groups are enriched for undifferentiated cell populations. The delineated transcriptomic signatures correlate with patient survival and define molecular dependencies for targeted treatment approaches. Taken together, our analyses reveal a developmental hierarchy underlying ependymomas relevant to biological and clinical behavior.
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•Cellular hierarchies in ependymoma reflect impaired neurodevelopment•Ependymoma cells follow neuronal-, astrocytic-, and ependymal-like trajectories•Undifferentiated programs confer inferior prognosis and are enriched at recurrence•Preclinical data suggest feasibility of inhibiting undifferentiated subpopulations
Gojo et al. use single-cell RNA sequencing to investigate intratumoral heterogeneity and cellular hierarchy in pediatric ependymoma, identifying impaired neurodevelopmental trajectories. The malignant trajectories reveal therapeutic targets and prognostic signatures in ependymoma.
Diffuse midline gliomas are uniformly fatal pediatric central nervous system cancers that are refractory to standard-of-care therapeutic modalities. The primary genetic drivers are a set of recurrent ...amino acid substitutions in genes encoding histone H3 (H3K27M), which are currently undruggable. These H3K27M oncohistones perturb normal chromatin architecture, resulting in an aberrant epigenetic landscape. To interrogate for epigenetic dependencies, we performed a CRISPR screen and show that patient-derived H3K27M-glioma neurospheres are dependent on core components of the mammalian BAF (SWI/SNF) chromatin remodeling complex. The BAF complex maintains glioma stem cells in a cycling, oligodendrocyte precursor cell-like state, in which genetic perturbation of the BAF catalytic subunit SMARCA4 (BRG1), as well as pharmacologic suppression, opposes proliferation, promotes progression of differentiation along the astrocytic lineage, and improves overall survival of patient-derived xenograft models. In summary, we demonstrate that therapeutic inhibition of the BAF complex has translational potential for children with H3K27M gliomas.
Epigenetic dysregulation is at the core of H3K27M-glioma tumorigenesis. Here, we identify the BRG1-BAF complex as a critical regulator of enhancer and transcription factor landscapes, which maintain H3K27M glioma in their progenitor state, precluding glial differentiation, and establish pharmacologic targeting of the BAF complex as a novel treatment strategy for pediatric H3K27M glioma. See related commentary by Beytagh and Weiss, p. 2730. See related article by Mo et al., p. 2906.
Tumor subclasses differ according to the genotypes and phenotypes of malignant cells as well as the composition of the tumor microenvironment (TME). We dissected these influences in isocitrate ...dehydrogenase (IDH)-mutant gliomas by combining 14,226 single-cell RNA sequencing (RNA-seq) profiles from 16 patient samples with bulk RNA-seq profiles from 165 patient samples. Differences in bulk profiles between IDH-mutant astrocytoma and oligodendroglioma can be primarily explained by distinct TME and signature genetic events, whereas both tumor types share similar developmental hierarchies and lineages of glial differentiation. As tumor grade increases, we find enhanced proliferation of malignant cells, larger pools of undifferentiated glioma cells, and an increase in macrophage over microglia expression programs in TME. Our work provides a unifying model for IDH-mutant gliomas and a general framework for dissecting the differences among human tumor subclasses.
Abstract
Embryonal tumor with multilayered rosettes (ETMR) is a highly aggressive brain tumor that predominantly occurs in children under the age of four years. Most children succumb within 10 months ...of diagnosis, typically due to invasive tumor growth and therapy-refractory behavior. 95% of ETMR harbor activating genetic alterations of the chromosome 19 microRNA cluster (C19MC). Despite the identification of this presumed oncogenic driving event, its biological consequences remain understudied and targeted therapy options are lacking. Here, we set out to further explore the intracellular heterogeneity of ETMR and shed light onto its oncogenic mechanisms with the goal to identify novel therapeutic targets for this dismal disease. We have compiled and analyzed a cohort of 11 ETMR tumors using single-cell RNA sequencing and multiplexed spatial imaging. We reveal a common, spatially distinct cellular hierarchy, closely resembling physiological brain development. This hierarchy spans a highly proliferative neural stem cell-like population that gives rise to more differentiated neuron-like cells. C19MC, predominantly expressed in the malignant stem-like population, controls a transcriptional network governing stemness and lineage commitment, as resolved by genome-wide analysis of microRNA-mRNA interactions. Targeting specific C19MC members by antisense oligonucleotides results in reduced cell proliferation, suggesting potent new avenues for future therapeutic approaches. Seeking more immediate therapeutic targets, we performed comprehensive cell-cell interaction analyses and reveal that FGF-FGFR and Delta-Notch interactions are important to maintain oncogenic signaling across malignant cell populations. These interactions were successfully targeted using small molecule inhibitors in preclinical models and in one ETMR patient. Taken together, we identify different malignant ETMR cell populations that follow a common developmental hierarchy, explore the regulatory reach of C19MC activation, and identify an oncogenic receptor-ligand interaction network. Targeting this interaction network opens a powerful new rationale for more effective ETMR therapies.
Abstract
Ependymomas (EPN) are among the most common and fatal pediatric brain tumors with currently no targeted therapies available. Molecular studies including genome-wide DNA methylation profiling ...have shown that supratentorial ependymoma is subdivided into subgroups characterized by distinct fusion proteins: ZFTA-RELA fusion-positive (ZFTA-RELA), YAP1 fusion-positive (ST-YAP1), and four alternative ZFTA fusion-positive (ZFTA-Cluster 1, ZFTA-Cluster 2, ZFTA-Cluster 3, and ZFTA-Cluster 4). ZFTA-RELA tumors have been identified as the most common and aggressive molecular group with high intra-tumoral heterogeneity. However, limited sample size and interpatient variability in previous studies highlight a critical need for comprehensive profiling of supratentorial ependymomas across a larger patient cohort. In particular, how ZFTA-RELA compares to other subgroups of supratentorial ependymoma is unknown. Here, we collected and profiled 44 supratentorial patient tumors encompassing ZFTA-RELA (n=21), ZFTA-Cluster 1 (n=6), ZFTA-Cluster 2 (n=4), ZFTA-Cluster 3 (n=7), ZFTA-Cluster 4 (n=2), and ST-YAP1 (n=4). We profiled all tumors by single cell/single nucleus RNA-sequencing, and further characterized ZFTA-RELA by single cell spatial transcriptomics. Within each patient’s tumor we find multiple normal and aberrant differentiation trajectories from neural progenitor-like cells towards glial-like, mesenchymal-like and ependymal-like cells. Using sequencing-based lineage tracing, we experimentally validate these computationally inferred cellular hierarchies in vitro. Notably, compared to ZFTA-RELA ependymomas we observed predominantly higher proportion of early neural progenitor-like cells in ZFTA-Cluster 2 and ZFTA-Cluster 3, while in ST-YAP1 greater representation of mature ependymal-like cells. These findings highlight differences in developmental and aberrant differentiation trajectories driven by combination of oncogenic fusions and cell of origin in supratentorial ependymoma subgroups. In addition, neural progenitor-like cells most highly express ZFTA-fusions and are spatially distinct from other cell states, highlighting oncogenic fusions driving tumorigenesis organized in spatial niches. Together, this study reveals previously unknown intra- and intertumoral heterogeneity across subgroups of supratentorial ependymoma, as well as distinct cellular and spatial architecture.
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