Multi-omics profiling of paired primary and recurrent glioblastoma patient tissues
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ABSTRACT:
PROVIDER: EGAS00001004345 | EGA |
REPOSITORIES: EGA
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Project description:Background Despite maximal therapy with surgery, chemotherapy and radiotherapy, glioblastoma multiforme (GBM) patients have a median survival of only 15 months. Almost all patients inevitably experience symptomatic tumor recurrence. A hallmark of this tumor type is the large heterogeneity between patients and within tumors itself which relate to failure of standardized tumor treatment. In this study, tissue samples of paired primary and recurrent GBM tumors were investigated to identify individual factors related to tumor progression. Methods Paired primary and recurrent GBM tumor tissues from 8 patients were investigated with a multi-omics approach using transcriptomics, proteomics and phosphoproteomics. Results In the studied patient cohort, large variations between and within patients are observed for all omics analyses. A few pathways affected at the different omics levels partly overlapped if patients are analyzed at the individual level, such as synaptogenesis (containing the SNARE complex) and cholesterol metabolism. Phosphoproteomics revealed increased STMN1(S38) phosphorylation that relates to ERBB4 signaling. A pathway tool has been developed to visualize and compare the different omics datasets per patient and showed potential therapeutic drugs, such as abobotulinumtoxina and afatinib, that target these affected pathways. Afatinib targeting ERBB4 signaling is currently in clinical trials for GBM. Conclusions Large variation on all omics levels exist between and within GBM patients. Therefore, it will be rather unlikely to find a drug treatment that would fit all patients. Instead a multi-omics approach can be used to identify affected pathways on the individual patient level and select potential treatment options.
2020-11-17 | PXD017952 | Pride
Project description:Human Glioblastoma Multiforme tumors taken before dendritic cell vaccination, the recurrent tumors taken after vaccination and control GBM tumors from non vaccinated patients. Experiment Overall Design: Six Glioblastoma Multiforme patients underwent surgery. Their brain tumors were removed and analyzed via microarray. The lysate from the tumors were cultured with the patients' dendritic cells and the DCs were injected back into the patients. The patients GBMs returned and they underwent surgery a second time and those tumors were also analyzed via microarray. Tumors from the first and second GBM surgeries of 5 patients who did not receive DC vaccines are included as controls.
2009-04-11 | E-GEOD-11100 | biostudies-arrayexpress
Project description:Human Glioblastoma Multiforme tumors taken before dendritic cell vaccination, the recurrent tumors taken after vaccination and control GBM tumors from non vaccinated patients. Keywords: Disease State Analysis
2009-04-03 | GSE11100 | GEO
Project description:Glioblastoma multiforme (GBM) is the most aggressive brain tumor with poor prognosis to most patients. Immunotherapy of GBM is a potentially beneficial treatment option, whose optimal implementation may depend on familiarity with tumor specific antigens, presented as HLA peptides by the GBM cells. Furthermore, early detection of GBM, such as by a routine blood test, may improve survival, even with the current treatment modalities. This study includes large-scale analyses of the HLA peptidome (immunopeptidome) of the plasma-soluble HLA molecules (sHLA) of 142 plasma samples and the membranal HLA of GBM tumors of 10 tumor samples of the same patients. Tumor samples were fresh-frozen immediately after surgery and plasma samples were collected before, and at multiple visits after surgery. In total, this HLA peptidome analysis involved 52 different HLA allotypes and resulted in the identification of more than 35,000 different HLA peptides. Strong correlations were observed in the signal intensities and in the repertoires of identified peptides between the tumors and plasma-soluble HLA peptidomes of the same patients; yet, low correlations were observed between these HLA peptidomes and the tumors’ proteomes. HLA peptides derived from Cancer/Testis Antigens (CTAs) were selected based on their presence among the HLA peptidomes of the patients and absence of expression of their source genes from any healthy and essential human tissues, except from immune-privileged sites. Additionally, peptides were selected as potential biomarkers if their levels in the plasma-sHLA peptidome were significantly reduced after the removal of tumor mass. The CTAs identified among the analyzed HLA peptidomes provide new opportunities for personalized immunotherapy and for early diagnosis of GBM.
2019-06-11 | PXD008127 | Pride
Project description:Glioblastoma multiforme (GBM) is the most aggressive brain tumor with poor prognosis to most patients. Immunotherapy of GBM is a potentially beneficial treatment option, whose optimal implementation may depend on familiarity with tumor specific antigens, presented as HLA peptides by the GBM cells. Furthermore, early detection of GBM, such as by a routine blood test, may improve survival, even with the current treatment modalities. This study includes large-scale analyses of the HLA peptidome (immunopeptidome) of the plasma-soluble HLA molecules (sHLA) of 142 plasma samples and the membranal HLA of GBM tumors of 10 tumor samples of the same patients. Tumor samples were fresh-frozen immediately after surgery and plasma samples were collected before, and at multiple visits after surgery. In total, this HLA peptidome analysis involved 52 different HLA allotypes and resulted in the identification of more than 35,000 different HLA peptides. Strong correlations were observed in the signal intensities and in the repertoires of identified peptides between the tumors and plasma-soluble HLA peptidomes of the same patients; yet, low correlations were observed between these HLA peptidomes and the tumors’ proteomes. HLA peptides derived from Cancer/Testis Antigens (CTAs) were selected based on their presence among the HLA peptidomes of the patients and absence of expression of their source genes from any healthy and essential human tissues, except from immune-privileged sites. Additionally, peptides were selected as potential biomarkers if their levels in the plasma-sHLA peptidome were significantly reduced after the removal of tumor mass. The CTAs identified among the analyzed HLA peptidomes provide new opportunities for personalized immunotherapy and for early diagnosis of GBM.
| MSV000084343 | MassIVE
Project description:Glioblastoma multiforme (GBM) is a highly heterogeneous disease that shows an wide range of genetic abnormalities in comparison to other astrocytic tumors. We have extracted between 4 and 8 tumor subsamples from different areas of the malignant tissue that were at least 1cm apart. Our aim to asses the intra-tumoral heterogeneity by comparing copy number aberrations in different tumor areas to uncover important dynamics underlying GBM progression.
2013-02-15 | E-MTAB-1215 | biostudies-arrayexpress
Project description:Glioblastoma multiforme (GBM) is a highly heterogeneous disease that shows an enourmous range of genetic abnormalities in comparison to other astrocytic tumors. Intra-patient heterogeneity in GBM has been poorly characterized both at phenotypic and genomic level. During surgical GBM resections, we have extracted between 4 and 8 tumor subsamples from different areas of the malignant tissue that were at least 1cm apart. Our aim to asses the intra-tumoral heterogeneity at the gene expression level to uncover important dynamics underlying GBM progression that may have relevant implication for treatment.
2013-02-16 | E-MTAB-1129 | biostudies-arrayexpress
Project description:glioblastoma multiforme genomic profiling by single nucleotide polymorphism microarray<br><br>Human GBM (glioblastoma multiforme)cell lines (U87, U118, U138, U343, U373, T98G) were maintained in Dulbecco's modified Eagle's medium with 10 % fetal calf serum, 10 U/ml penicillin-G, and 10 mg/ml streptomycin. All cells were incubated at 37 oC in 5% CO2.<br><br>Four primary GBM explants were established from patients with glioblastoma multiforme undergoing surgery as following described: Tumor specimens were immediately transported to the laboratory, finely minced to single cell suspension and cultured in complete medium [Ham's F-12/DME High Glucose medium containing 10% fetal calf serum, 10 U/ml penicillin-G, and 10 mg/ml streptomycin and 2 mM glutamax-1 into 100 cm2 tissue culture plastic dishes the second passage. All cells were incubated at 37 oC in 5% CO2.<br><br>GBM (glioblastoma multiforme) tissue samples were quick frozen. <br><br>Standard proteinase K-phenol-chloroform extraction method was used to extract DNA from GBM samples, cell lines and explants.<br><br>The matched peripheral blood data can be used as normalized data for their matched tumor tissue data. <br><br>The cell lines samples and two explants without normalized data, but they can be normalized by one of the peripheral blood DNA data.
2009-01-13 | E-MEXP-1330 | biostudies-arrayexpress
Project description:<p>We used massively parallel, paired-end sequencing of expressed transcripts (RNA-seq) to detect novel gene fusions in short-term cultures of glioma stem-like cells freshly isolated from nine patients carrying primary glioblastoma multiforme (GBM). The culture of primary GBM tumors under serum-free conditions selects cells that retain phenotypes and genotypes closely mirroring primary tumor profiles as compared to serum-cultured glioma cell lines that have largely lost their developmental identities.</p>
| phs000505 | dbGaP
Project description:Glioblastoma (GBM) clinical management is challenging due to its heterogeneous nature, invasive potential, and poor response to radio- and chemo-therapy. As a result, GBM inevitably recurs and only a minority of patients survive 5 years post-diagnosis. We were the first to show that in the majority of GBM patients, the sub-ventricular zone (SVZ) of the lateral ventricles is a reservoir of cancer stem-like cells (CSCs) that show distinct patterns of treatment resistance when compared to matched CSCs from the tumor mass and contribute to the seeding of the recurrent tumor. However, the sampling and the characterization of the SVZ in GBM patients pose several challenges, as this area is extremely small and needs to be objectively identified during tumor surgical resection.
2024-11-20 | GSE259378 | GEO