A single-cell atlas of human glioma
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ABSTRACT:
PROVIDER: EGAS00001003845 | EGA |
REPOSITORIES: EGA
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Project description:Although tumor-propagating cells can be derived from glioblastomas (GBMs)of theproneural and mesenchymal subtypes,a gliomastem-like cell (GSC) of the classical subtype has not been identified. It is unclear if mesenchymal GSCs (mGSCs) and/orproneural GSCs (pGSCs) alone are sufficient to generate the heterogeneity observed in GBM.We performed single-cell/nuclei RNA-sequencing of 28 gliomas, and single-cell ATAC-sequencing for8 cases. We find that GBM GSCs reside ona single axis of variation, rangingfrom proneural to mesenchymal. In silico lineage tracing using both transcriptomics and genetics supports mGSCs as the progenitors of pGSCs.Dual inhibition of pGSC-enrichedand mGSC-enrichedgrowth and survival pathways provides a more complete treatment thancombinations targetingone GSC phenotype alone.This study sheds light on a long-standing debate regarding lineage relationships among GSCs and presents a paradigm by which personalized combination therapies can be derived from single-cell RNA signatures, to overcome intra-tumor heterogeneity.
2019-10-12 | GSE138794 | GEO
Project description:Glioblastomas show heterogeneous histological features. These distinct phenotypic states are thought to be associated with the presence of glioma stem cells (GSCs), which are highly tumorigenic and self-renewing sub-population of tumor cells that have different functional characteristics. To investigate Glioblastomas (GBMs) show heterogeneous histological features. These distinct phenotypic states are thought to be originated by the glioma stem cells (GSCs), which are highly tumorigenic and self-renewing sub-population of tumor cells. Notch signaling has been shown to be important for maintenance of GSC population both in vitro and in vivo. A recent study showed that NOTCH -triggered oncogenic activity can be due to not only its ability to regulate coding genes but also long non-coding RNAs (lncRNAs). Here, we investigated the molecular effects of lncRNA in GSC, whose expression is induced by Notch signaling. We searched for downregulated lncRNAs in GSCs by treatment of small interfering RNA (siRNA) targeting Notch1 and JAG1 (si-Notch1 and si-JAG1).
2016-11-23 | GSE86348 | GEO
Project description:Glioblastomas show heterogeneous histological features. These distinct phenotypic states are thought to be associated with the presence of glioma stem cells (GSCs), which are highly tumorigenic and self-renewing sub-population of tumor cells that have different functional characteristics. To investigate Glioblastomas (GBMs) show heterogeneous histological features. These distinct phenotypic states are thought to be originated by the glioma stem cells (GSCs), which are highly tumorigenic and self-renewing sub-population of tumor cells. Notch signaling has been shown to be important for maintenance of GSC population both in vitro and in vivo. A recent study showed that NOTCH -triggered oncogenic activity can be due to not only its ability to regulate coding genes but also long non-coding RNAs (lncRNAs). Here, we investigated the molecular effects of lncRNA in GSC, whose expression is induced by Notch signaling. We searched for downregulated lncRNAs in GSCs by treatment of small interfering RNA (siRNA) targeting Notch1 and JAG1 (si-Notch1 and si-JAG1) and γ-secretase inhibitors (N-S-phenyl-glycine-t-butyl ester (DAPT) and RO4929097) using SurePrint G3 Human GE 8×60K array slides (G4851B, Agilent Technologies).gene expression profiling in GSC, we have performed microarray experiment using Agilent Whole Human Genome Oligo Microarrays (G4112F).
2016-11-23 | GSE79897 | GEO
Project description:It is becoming better understood that radiation resistance in glioblastomas (GBMs) may be secondary to a self-renewing subpopulation of cells in the bulk tumor that form neurospheres in culture. This population has been referred to as Glioma stem cells (GSCs). One of the limitations regarding the use of GSCs is that these studies require fresh tumor biopsy samples obtained from patients, and can be extremely difficult to culture, propagate, and perform treatment-response assays. This report describes the generation of a self-renewing population of GSCs derived from commercially available U87 cells using NOD-SCID mice as carrier. The tumors were dissociated to obtain GSCs that demonstrate stem-like properties and high degree of chemo and radiation resistance. Pathological analysis of tumors obtained using GSCs exhibit all the histological hallmarks of human GBMs which is quite uncommon in GBM rodent models and hence could serve as a better model for pre-clinical study. We have shown that MGH87GSCs have an enhanced tumorogenicity than parental U87 and about 500 cells are sufficient to form tumors. To understand the transcriptome and accompanied proteome better, we explored the gene expression profiles of MGH87GSC and U87. We have shown that these GSCs are plastic like stem cells and can be directed towards a particular progeny within neural lineage by providing suitable growth factor. Our objective was to understand the genetic and biochemical mechanisms that control the self-renewal phenotype, asymmetric subdivision, chemo and radiation resistance and the role of the GSC niche in regulating the biological properties of GSC. Through this model we anticipate to devise therapeutic strategies to target this sub population of GSCs within GBMs to eradicate treatment resistance and tumor recurrence.
2015-09-30 | GSE54660 | GEO
Project description:Glioblastomas are lethal cancers defined by angiogenesis and pseudopalisading necrosis. Here, we demonstrate that these features are associated with distinct transcriptional programs, with vascular regions showing a Proneural profile and hypoxic regions a Mesenchymal pattern. As these regions harbor glioma stem cells (GSCs), we investigated the epigenetic regulation of these two niches. Proneural, perivascular GSCs activated EZH2, whereas Mesenchymal GSCs in hypoxic regions expressed BMI1 protein, which promoted cellular survival under stress. Using both genetic and pharmacologic inhibition, we found that Proneural GSCs are selectively sensitive to EZH2 disruption, whereas Mesenchymal GSCs are sensitive to BMI1 inhibition. Given that glioblastomas contain both Proneural and Mesenchymal GSCs, combined EZH2 and BMI1 targeting proved more effective than either agent alone both in culture and in vivo, suggesting that strategies that simultaneously target multiple epigenetic regulators within glioblastomas may be necessary to overcome resistance to therapies caused by intratumoral heterogeneity.
2017-10-01 | GSE86237 | GEO
Project description:Glioblastoma (GBM) is the most common and most aggressive primary brain tumor in adults. The existence of a small population of stem-like tumor cells that efficiently propagate tumors and resist cytotoxic therapy is one proposed mechanism leading to the resilient behavior of tumor cells and poor prognosis. In this study, we performed an in-depth analysis of the DNA methylation landscape in GBM-derived cancer stem cells (GSCs). Parallel comparisons of primary tumors and GSC lines derived from these tumors with normal controls (a neural stem cell (NSC) line and normal brain tissue) identified groups of hyper- and hypomethylated genes that display a trend of either increasing or decreasing methylation levels in the order of controls, primary GBMs, and their counterpart GSC lines, respectively. Interestingly, concurrent promoter hypermethylation and gene body hypomethylation were observed in a subset of genes including MGMT, AJAP1 and PTPRN2. These unique DNA methylation signatures were also found in primary GBM-derived xenograft tumors indicating that they are not tissue culture-related epigenetic changes. Integration of GSC-specific epigenetic signatures with gene expression analysis further identified candidate tumor suppressor genes that are frequently down regulated in GBMs such as SPINT2, NEFM and PENK. Forced re-expression of SPINT2 reduced glioma cell proliferative capacity, anchorage independent growth, cell motility, and tumor sphere formation in vitro. The results from this study demonstrate that GSCs possess unique epigenetic signatures that may play important roles in the pathogenesis of GBM. The reduced representation bisulfite sequencing (RRBS) approach (Meissner et al., 2008) was used to generate genome-wide single-base resolution CpG methylation profiles of three primary GBMs (1063T, 1133T, and 1142T) and three GSC lines (1063S, 1133S, 1142S) derived from these primary GBM tumors. The NSC line and the normal brain (NB) tissue sample were used as controls for comparison purposes. In addition, we analyzed three GBM xenograft tumor tissue samples (Mayo22, Mayo39, Mayo59) developed by Dr. Jann N. Sarkaria of Mayo Clinic.
2015-06-24 | E-GEOD-70175 | biostudies-arrayexpress
Project description: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 glioblastomas, we performed a high throughput drug screen using patient-derived neurospheres cultured to preferentially retain their glioblastoma stem cell (GSC) phenotype.
High throughput drug screening was performed on GSCs followed by a second dose response assay of the 5 identified original hits. A PI3K/mTOR dependency to a proteasome inhibitor (carfilzomib), was confirmed by gain of function and loss of function experiments. Proteasome inhibition response signatures were derived from proteomic and bioinformatic analysis. Molecular mechanism of action was determined using in vitro 3-dimensional (3D) GBM organoid models and in vivo preclinical orthotopic GBM models.
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 glioblastoma organoids, suppressed tumor growth, and increased survival of mice orthotopically engrafted with GSCs. As perturbations of the PTEN/ PI3K axis occur in nearly 50% of GBMs, these findings suggest that a significant fraction of these tumors could be vulnerable to proteasome inhibition.
2020-12-04 | MSV000086560 | MassIVE
Project description:To determine the functional significance of the expression of CXCL8 in mesenchymal GSCs, we examined the effect of CXCL8 disruption with two non-overlapping small hairpin RNAs (shRNA) on the mesenchymal GSC maintenance. Silencing CXCL8 with two independent shRNAs significantly reduced CXCL8 expression on in mesenchymal GSCs (839 and 2907) .
2023-06-27 | GSE214248 | GEO
Project description:Glioblastomas show heterogeneous histological features, in which tumor cells show distinct phenotypic states that confer different functional attributes. This functional and morphological heterogeneity characterizes aggressive glioblastoma; however, molecular mechanisms underlying the heterogeneity are poorly understood. Glioma stem-like cells (GSCs) are considered able to aberrantly differentiate into diverse cell types and may contribute the establishment of tumor heterogeneity. Using the GSC model, we investigated the differentially expressed microRNAs(miRNAs) and associated epigenetic mechanism that regulate the differentiation of GSCs. MiRNA-microarray showed that 13 and 34 miRNAs were commonly upregulated and downregulated in two independent GSC lines during differentiation, respectively. Among those miRNAs, quantitative-PCR analysis showed that miR-1275 was consistently downregulated during the GSC differentiation along with the upregulation of its target, CLDN11, a marker of oligodendroglial-lineage differentiation. Compellingly, inhibition of miR-1275 with specific antisense oligonucleotide (anti-miR-1275) in GSC increased the expression of CLDN11, together with significant growth suppression. Epigenetic analysis revealed that gain of histone H3 lysine 27 trimethylation (H3K27me3) and loss of H3K9Ac in the pri-miR-1275 promoter were closely associated with the miR-1275 expression. Treatment of 3-Dezaneplanocin-A, an inhibitor of H3K27 methyltransferase, impaired the GSC differentiation in parallel with sustained miR-1275 expression. Our results illuminated the epigenetic regulatory pathways of miR-1275 closely associated with oligodendroglial differentiation, which may contribute to the tissue heterogeneity formation of glioblastomas. Inhibition of miR-1275 induces the GSC differentiation and suppresses tumor cell proliferation, miR-1275 may be a potential therapeutic target for glioblastomas.
2012-07-31 | GSE36201 | GEO
Project description:The subset of GBM patient samples gives rise to adherent cultures even in sphere culture conditions. Most samples in this subset are tumorigenic and exhibit a hybrid expression profile when tested with the marker panel. Cultures from these samples have a predominantly mesenchymal character based on substrate adherence, morphology, differentiation potential and gene expression. Total RNA isolated from glioblastoma stem cells (GSC) cultured as spheres was compared to that from adherent GSCs cultured in sphere culture conditions that exhibited both GSC and mesenchymal properties.
2016-07-21 | E-GEOD-74571 | biostudies-arrayexpress