Methylation data from glioblastoma tumor samples
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Dominik Sturm
PROVIDER: E-GEOD-36278 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
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Project description:Glioblastoma (GBM) is an incurable brain tumor carrying a dismal prognosis, which displays considerable heterogeneity. We have recently identified recurrent H3F3A mutations affecting two critical positions of histone H3.3 (K27, G34) in one-third of pediatric GBM. Here we show that each of these H3F3A mutations defines an epigenetic subgroup of GBM with a distinct global methylation pattern, and are mutually exclusive with IDH1 mutation (characterizing a CpG-Island Methylator Phenotype (CIMP) subgroup). Three further epigenetic subgroups were enriched for hallmark genetic events of adult GBM (EGFR amplification, CDKN2A/B deletion) and/or known transcriptomic signatures. We also demonstrate that the two H3F3A mutations give rise to GBMs in separate anatomic compartments, with differential regulation of OLIG1/2 and FOXG1, possibly reflecting different cellular origins. To further dissect the biological differences between epigenetic glioblastoma subgroups, we looked at the transcriptomic profiles of glioblastoma samples. 46 glioblastoma samples from patients of various ages were selected for RNA extraction and hybridization on Affymetrix Affymetrix Human Genome U133 Plus 2.0 Arrays.
2012-10-16 | E-GEOD-36245 | biostudies-arrayexpress
Project description:Glioblastoma (GBM) is an incurable brain tumor carrying a dismal prognosis, which displays considerable heterogeneity. We have recently identified recurrent H3F3A mutations affecting two critical positions of histone H3.3 (K27, G34) in one-third of pediatric GBM. Here we show that each of these H3F3A mutations defines an epigenetic subgroup of GBM with a distinct global methylation pattern, and are mutually exclusive with IDH1 mutations (characterizing a CpG-Island Methylator Phenotype (CIMP) subgroup). Three further epigenetic subgroups were enriched for hallmark genetic events of adult GBM (EGFR amplification, CDKN2A/B deletion) and/or known transcriptomic signatures. We also demonstrate that the two H3F3A mutations give rise to GBMs in separate anatomic compartments, with differential regulation of OLIG1/2 and FOXG1, possibly reflecting different cellular origins. We identified six epigenetic and biological GBM subgroups displaying distinct global DNA methylation patterns, which harbor unique hotspot mutations, DNA copy-number alterations, and transcriptomic patterns.
2012-10-16 | GSE36278 | GEO
Project description:Glioblastoma (GBM) is an incurable brain tumor carrying a dismal prognosis, which displays considerable heterogeneity. We have recently identified recurrent H3F3A mutations affecting two critical positions of histone H3.3 (K27, G34) in one-third of pediatric GBM. Here we show that each of these H3F3A mutations defines an epigenetic subgroup of GBM with a distinct global methylation pattern, and are mutually exclusive with IDH1 mutation (characterizing a CpG-Island Methylator Phenotype (CIMP) subgroup). Three further epigenetic subgroups were enriched for hallmark genetic events of adult GBM (EGFR amplification, CDKN2A/B deletion) and/or known transcriptomic signatures. We also demonstrate that the two H3F3A mutations give rise to GBMs in separate anatomic compartments, with differential regulation of OLIG1/2 and FOXG1, possibly reflecting different cellular origins. To further dissect the biological differences between epigenetic glioblastoma subgroups, we looked at the transcriptomic profiles of glioblastoma samples.
2012-10-16 | GSE36245 | GEO
Project description:Epidermal Growth Factor Receptor (EGFR) gene amplification and mutations are the most common oncogenic events in Glioblastoma (GBM), but the mechanisms by which they promote aggressive tumor growth are not well understood. Here, through integrated epigenome and transcriptome analyses of cell lines, genotyped clinical samples and TCGA data, we show that EGFR mutations remodel the activated enhancer landscape of GBM, promoting tumorigenesis through a SOX9 and FOXG1-dependent transcriptional regulatory network in vitro and in vivo. The most common EGFR mutation, EGFRvIII, sensitizes GBM cells to the BET-bromodomain inhibitor JQ1 in a SOX9, FOXG1-dependent manner. These results identify the role of transcriptional/epigenetic remodeling in EGFR-dependent pathogenesis and suggest a mechanistic basis for epigenetic therapy. ChIP-Seq for H3K27ac, H3K4me1, and H3K4me3, and RNA-seq for Glioblastoma (GBM) cells and/or tissues with or without EGFRvIII mutation.
2015-09-14 | E-GEOD-72468 | 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:Epidermal Growth Factor Receptor (EGFR) gene amplification and mutations are the most common oncogenic events in Glioblastoma (GBM), but the mechanisms by which they promote aggressive tumor growth are not well understood. Here, through integrated epigenome and transcriptome analyses of cell lines, genotyped clinical samples and TCGA data, we show that EGFR mutations remodel the activated enhancer landscape of GBM, promoting tumorigenesis through a SOX9 and FOXG1-dependent transcriptional regulatory network in vitro and in vivo. The most common EGFR mutation, EGFRvIII, sensitizes GBM cells to the BET-bromodomain inhibitor JQ1 in a SOX9, FOXG1-dependent manner. These results identify the role of transcriptional/epigenetic remodeling in EGFR-dependent pathogenesis and suggest a mechanistic basis for epigenetic therapy.
2015-09-14 | GSE72468 | GEO
Project description: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). 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. 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.
2022-11-08 | GSE202200 | 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:Even though mutations in epigenetic regulators frequently occur in myeloproliferative neoplasms, their effects on the epigenome have not been well studied. Furthermore, even though primary myelofibrosis (PMF) has a markedly worse prognosis compared to essential thrombocytosis (ET) or polycythemia vera (PV), the molecular distinctions between these subgroups are not well elucidated. We performed the HELP (HpaII tiny fragment enriched by LM-PCR) assay to study genome-wide methylation in PV, ET and PMF samples compared with healthy controls. We determined that PV and ET are characterized by aberrant promoter hypermethylation while PMF is an epigenetically distinct subgroup characterized by both aberrant hyper and hypomethylation. Aberrant hypomethylation in PMF was seen to occur in non CpG island loci, demonstrating further qualitative differences between the disease subgroups. The differentially methylated genes in PV and ET were involved predominantly in cell signaling pathways and were enriched for binding sites of GATA1 and other transcription factors. In contrast, aberrantly methylated genes in PMF were involved in inflammatory pathways and were enriched for NF1 (NFI), LEF1 and other transcription factors. Within the PMF subgroup, cases with ASXL1 disruptions formed an epigenetically distinct subgroup with relatively increased methylation. Cases of MPNs with TET2 mutations demonstrated decreased levels of hydroxymethylation and distinct set of hypermethylated genes. In contrast, the JAK2V617F mutation did not drive epigenetic clustering within MPNs. Finally, the significance of aberrant methylation was demonstrated by sensitivity of MPN derived cell lines to decitabine. These results demonstrate epigenetic differences between PMF and PV/ET and reveal methylomic signatures of ASXL1 and TET2 mutations. The study population consisted of 26 MPN patients (6 cases of ET, 8 cases of PV and 12 cases of PMF) and 3 healthy controls. Individual HpaII restriction digest profiles were compared to an internal MspI digest control, to yield differentially methylated fragments for every sample. The purpose of this study was to assess genome wide patterns of DNA methylation across the MPN stratified by disease class.
2012-12-05 | E-GEOD-42721 | biostudies-arrayexpress