Transcription profiling of human high-grade astrocytomas reveals prognostic subgroups
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ABSTRACT:
ORGANISM(S): Homo sapiens
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PROVIDER: S-ECPF-GEOD-4271 | biostudies-other |
REPOSITORIES: biostudies-other
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Project description:Novel prognostic subclasses of high-grade astrocytoma are identified and discovered to resemble stages in neurogenesis. One tumor class displaying neuronal lineage markers shows longer survival, while two tumor classes enriched for neural stem cell markers display equally short survival. Poor prognosis subclasses exhibit either markers of proliferation or of angiogenesis and mesenchyme. Analysis of gene expression data is described in Phillips et al., Cancer Cell, 2006. Experiment Overall Design: 77 primary high-grade astrocytomas and 23 matched recurrences were profiled to identify changes in gene expression that relate to both survival and disease progression. Samples include WHO grade III and IV astrocytomas with a wide range of survival times.
2007-10-02 | E-GEOD-4271 | biostudies-arrayexpress
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Project description:BackgroundPrognostic factors and role of treatments are not well known in isocitrate dehydrogenase (IDH) wild-type (wt) grade 2 astrocytomas. The aim of this study was to define in these tumors clinical features, molecular characteristics, and prognostic factors, with particular focus on molecular subgroups defined by cIMPACT-NOW update 3.MethodsWe analyzed 120 patients with confirmed diagnosis of grade 2 IDHwt astrocytoma according to WHO 2016, collected from seven Italian centers between 1999 and 2017.ResultsMedian PFS and OS of the whole cohort were 18.9 and 32.6 months. Patients older than 40 years and patients with modest contrast enhancement on MRI had a shorter PFS and OS. Gross total resection yielded superior PFS and OS over non-gross total resection. PFS and OS of patients with either pTERT mutation or EGRF amplification were significantly shorter. The prognostic value of age, contrast enhancement on MRI, and extent of surgery was different within the molecular subgroups. Gross total resection was associated with increased PFS (not reached versus 14 months, p = 0.023) and OS (117.9 versus 20 months, p = 0.023) in patients without EGFR amplification, and with increased OS in those without pTERT mutation (NR vs 53.7 months, p = 0.05). Conversely, for patients with EGFR amplification or pTERT mutation, gross total resection did not yield a significant survival benefit.ConclusionPatients without EGFR amplification and pTERT mutation could be observed after gross total resection.
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Project description:Juvenile pilocytic astrocytoma (JPA) is one of the most common brain tumors in children. The expression profiles of 21 JPAs, determined using Affymetrix GeneChip U133A, were compared with subjects with normal cerebella. The genes involved in neurogenesis, cell adhesion, synaptic transmission, central nervous system development, potassium ion transport, protein dephosphorylation, and cell differentiation were found to be significantly deregulated in JPA. These 21 JPAs were further clustered into two major groups by unsupervised hierarchical clustering using a set of 848 genes with high covariance (0.5-10). Supervised analysis with Significance Analysis of Microarrays software between these two potential subgroups identified a list of significant differentially expressed genes involved in cell adhesion, regulation of cell growth, cell motility, nerve ensheathment, and angiogenesis. Immunostaining of myelin basic protein on paraffin sections derived from 18 incompletely resected JPAs suggests that JPA without myelin basic proteinâpositively stained tumor cells may have a higher tendency to progress. Experiment Overall Design: Under an Institutional Review Boardâapproved protocol, brain tumor tissues were obtained, after informed consent, from patients undergoing tumor resection or other tumor-related neurosurgical procedures at the Texas Children's Hospital, Baylor College of Medicine. Samples of normal cerebellar tissue (n = 2) were isolated from surgically removed tissue adjacent to resected tumor tissue. Portions of the tumors were fixed in 10% formaldehyde and embedded in paraffin for sectioning and pathologic reviews, and the residual tissue samples were snap-frozen in liquid nitrogen and stored at â80°C for RNA extraction. All samples were obtained at initial diagnosis with no prior exposure to chemotherapy or radiation therapy. Normal fetal brain RNA was obtained from Stratagene (La Jolla, CA) and a normal cerebellum RNA was from Ambion, Inc. (Austin, TX). Total RNA was isolated using Trizol reagent (Invitrogen, Carlsbad, CA) followed by DNase I treatment and clean-up on aRNeasy spin column (Qiagen, Valencia, CA). RNA quality and purity were assessed by agarose gel electrophoresis and absorbance measurement at A260/A280.
2008-10-26 | E-GEOD-12907 | biostudies-arrayexpress
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