A single cell atlas of human glioma
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE138794 | GEO | 2019/10/12
REPOSITORIES: GEO
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Project description:Although tumor-propagating cells can be derived from glioblastomas (GBMs) of the proneural and mesenchymal subtypes, a glioma stem-like cell (GSC) of the classical subtype has not been identified. It is unclear if mesenchymal GSCs (mGSCs) and/or proneural GSCs (pGSCs) alone are sufficient to generate the spectrum of cellular heterogeneity observed in GBM. This study sheds light on a long-standing debate regarding lineage relationships among GSCs.
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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:Therapeutic resistance after multimodal therapy is the most relevant cause of glioblastoma (GBM) recurrence. Extensive cellular heterogeneity, mainly driven by the presence of GBM stem-like cells (GSC), strongly correlates with patients’ prognosis and limited response to therapies. Defining the mechanisms which drive stemness and control responsiveness to therapy in a GSC-specific manner is therefore mandatory. Here we investigated the role of integrin a6 (ITGA6) in controlling stemness and resistance to radiotherapy in proneural and mesenchymal GSCs subtypes. Using cell sorting, gene silencing, RNA-Seq and in vitro assays, we verified that ITGA6 expression seems crucial for proliferation and stemness of proneural GSCs, while it appears not to be relevant in mesenchymal GSCs under basal conditions. However, when challenged with a fractionated protocol of radiation therapy, comparable to that employed in the clinical setting, mesenchymal GSCs turned out to be dependent on integrin a6 for survival. Specifically, GSCs with reduced levels of ITGA6 displayed a clear reduction of DNA-damage response and perturbation of cell cycle pathways. These data indicate that ITGA6 inhibition is able to overcome the radioresistance of mesenchymal GSCs, while it reduces proliferation and stemness in proneural GSCs. Therefore, integrin a6 controls crucial characteristics across GBM subtypes in GBM heterogeneous biology and thus may represent a promising target to improve patient outcomes
2021-06-30 | GSE178260 | 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:Chromatin accessibility discriminates stem from mature cell populations, enabling the identification of primitive stem-like cells in primary tumors, such as Glioblastoma (GBM) where self-renewing cells driving cancer progression and recurrence are prime targets for therapeutic intervention. We show, using single-cell chromatin accessibility, that primary GBMs harbor a heterogeneous self-renewing population whose diversity is captured in patient-derived glioblastoma stem cells (GSCs). In depth characterization of chromatin accessibility in GSCs identifies three GSC states: Reactive, Constructive, and Invasive, each governed by uniquely essential transcription factors and present within GBMs in varying proportions. Orthotopic xenografts reveal that GSC states associate with survival, and identify an invasive GSC signature predictive of low patient survival. Our chromatin-driven characterization of GSC states improves prognostic precision and identifies dependencies to guide combination therapies.
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Project description:Understanding the glioma stem cell (GSC) heterogeneity within IDH1 and TP53 mutant tumors may elucidate possible targets for astrocytoma treatment. We performed single-nucleus transcriptomics of 6 mutant and wild-type glioma samples sorted for Sox2 stem cell marker. Malignant states of different clusters were evaluated by the expression of the normal and hematopoietic markers. We found that mutant GSCs were characterized by collagen synthesis and CD44-high phenotype prone to migration, while wild-type GSCs had vulnerability points in ATP synthesis. Additionally, mutant GSCs displayed altered lipogenesis probably attributed to the low NADPH consumed by mutant IDH1. The collagen and lipid biosynthesis represent possible target pathways for prospective tackling GSCs with IDH1 R132H and TP53 point mutations, uncouplers of oxidative phosphorylation are promising to address wild-type GSC proliferation
2021-01-12 | GSE164624 | GEO
Project description:Using induced pluripotent stem cell (iPSC) technology, we reprogrammed GBM derived cells (GBM-DCs) into embryonic-like cells termed as induced core-GSCs (ic-GSCs). The aim of this experiment was to characterize the transcriptomic profile of ic-GSCs using RNA-seq. For this experiment, we selected three biological replicates of GBM-DCs (GBM-DC1, GBM-DC2 and GBM-DC3) and three independent clonal lines of ic-GSCs (ic-GSC#1, ic-GSC#3 and ic-GSC#7).
2022-05-11 | E-MTAB-10977 | biostudies-arrayexpress
Project description:<p>Dysregulated metabolism in glioblastoma (GBM), the deadliest brain tumor of adults, offers an opportunity to deploy metabolic interventions as precise therapeutic strategies. To identify the molecular drivers and the modalities by which different molecular subgroups of GBM exploit metabolic rewiring to sustain tumor progression, we interrogated the transcriptome, the metabolome and the glycoproteome of human subgroup-specific GBM stem cells (GSCs).</p><p>Here we report that L-Fucose abundance and core fucosylation activation are more highly enhanced in mesenchymal (MES) than in proneural (PN) GSCs; this pattern is retained in subgroup-specific xenografts and, most significantly, retrieved in subgroup-affiliated human patients’ samples. Genetic and pharmacological inhibition of core fucosylation in MES GBM preclinical models results in significant reduction in tumor burden. LC/MS-based glycoproteomic screening indicates that most MES-restricted core fucosylated proteins are involved in therapeutically relevant GBM pathological processes, such as extracellular matrix interaction, cell adhesion and integrin-mediated signaling. Notably, selective L-Fucose accumulation in MES GBMs is demonstrated by pre-clinical minimally-invasive positron emission tomography (PET), implying this metabolite as a potential subgroup-restricted biomarker.</p><p>Overall, these findings indicate that L-Fucose pathway activation in MES GBM offers subgroup-specific, GSC-restricted dependencies to be exploited as diagnostic markers and actionable therapeutic targets.</p><p><br></p><p><strong>Xenograft assays</strong> are reported in the current study <strong>MTBLS730</strong></p><p><strong>Stem cell and cell line assays</strong> are reported in <a href='https://www.ebi.ac.uk/metabolights/MTBLS4708' rel='noopener noreferrer' target='_blank'><strong>MTBLS4708</strong></a></p>
2022-11-08 | MTBLS730 | MetaboLights
Project description:<p>Dysregulated metabolism in glioblastoma (GBM), the deadliest brain tumor of adults, offers an opportunity to deploy metabolic interventions as precise therapeutic strategies. To identify the molecular drivers and the modalities by which different molecular subgroups of GBM exploit metabolic rewiring to sustain tumor progression, we interrogated the transcriptome, the metabolome and the glycoproteome of human subgroup-specific GBM stem cells (GSCs).</p><p>Here we report that L-Fucose abundance and core fucosylation activation are more highly enhanced in mesenchymal (MES) than in proneural (PN) GSCs; this pattern is retained in subgroup-specific xenografts and, most significantly, retrieved in subgroup-affiliated human patients’ samples. Genetic and pharmacological inhibition of core fucosylation in MES GBM preclinical models results in significant reduction in tumor burden. LC/MS-based glycoproteomic screening indicates that most MES-restricted core fucosylated proteins are involved in therapeutically relevant GBM pathological processes, such as extracellular matrix interaction, cell adhesion and integrin-mediated signaling. Notably, selective L-Fucose accumulation in MES GBMs is demonstrated by pre-clinical minimally-invasive positron emission tomography (PET), implying this metabolite as a potential subgroup-restricted biomarker.</p><p>Overall, these findings indicate that L-Fucose pathway activation in MES GBM offers subgroup-specific, GSC-restricted dependencies to be exploited as diagnostic markers and actionable therapeutic targets.</p><p><br></p><p><strong>Stem cell and cell line assays</strong> are reported in the current study <strong>MTBLS4708</strong></p><p><strong>Xenograft assays</strong> are reported in <a href='https://www.ebi.ac.uk/metabolights/MTBLS730' rel='noopener noreferrer' target='_blank'><strong>MTBLS730</strong></a></p>
2022-11-08 | MTBLS4708 | MetaboLights
Project description:Malignant glioblastoma (GBM) is a highly aggressive brain tumor with a dismal prognosis and limited therapeutic options. Genomic profiling of GBM samples in the TCGA database has identified four molecular subtypes (Proneural, Neural, Classical and Mesenchymal), which may arise from different glioblastoma stem-like cell (GSC) populations. In the present study, we identify two GSC populations that produce GBM tumors by subcutaneous and intracranial injection with identical histological features. Gene expression analysis revealed that xenografts of GSCs grown as spheroid cultures had a Classical molecular subtype similar to that of bulk tumor cells. In contrast xenografts of GSCs grown as adherent cultures on laminin-coated plates expressed a Mesenchymal gene signature. Adherent GSC-derived xenografts had high STAT3 and ANGPTL4 expression as well as enrichment for stem cell markers, transcriptional networks and pro-angiogenic markers characteristic of the Mesenchymal subtype. Examination of clinical samples from GBM patients showed that STAT3 expression was directly correlated with ANGPTL4 expression, and that increased expression of these genes correlated with poor patient survival and performance. A pharmacological STAT3 inhibitor abrogated STAT3 binding to the ANGPTL4 promoter and exhibited anticancer activity in vivo. Taken together, we identified two distinct GSC populations that produce histologically identical tumors but with very different gene expression patterns, and a STAT3/ ANGPTL4 pathway in glioblastoma that may serve as a target for therapeutic intervention. 2 samples of each variable were analyzed. Cells were cultured under normal adherent conditon (Bulk tumor cells), non-adherent plates with stem cell medium (Sp-GSC) or laminin-coated plates with stem cell medium (Ad-GSC). Xenografts were generated in NSG mice by subcutaneous inoculation.
2015-07-01 | E-GEOD-65576 | biostudies-arrayexpress