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1.
Breast Cancer Res Treat ; 166(3): 887-896, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28831636

ABSTRACT

PURPOSE: The benefit of whole brain radiotherapy (WBRT) for late stage breast cancer patients with brain metastases has been questioned. In this study we evaluated survival and level of care (hospital or home) following WBRT in a population-based cohort by personal and tumor characteristics. METHODS: We identified 241 consecutive patients with breast cancer and brain metastases receiving WBRT in Stockholm, Sweden, 1999-2012. Through review of medical records, we collected data on prognostic determinants including level of care before and after WBRT. Survival was estimated using Cox regression, and odds ratios (OR) of not coming home using logistic regression. RESULTS: Median age at WBRT was 58 years (range 30---88 years). Most patients (n = 212, 88%) were treated with 4 Gray × 5. Median survival following WBRT was 2.9 months (interquartile range 1.1-6.6 months), and 57 patients (24%) were never discharged from hospital. Poor performance status and triple-negative tumors were associated with short survival (WHO 3-4 median survival 0.9 months, HR = 5.96 (3.88-9.17) versus WHO 0-1; triple-negative tumors median survival 2.0 months, HR = 1.87 (1.23-2.84) versus Luminal A). Poor performance status and being hospitalized before WBRT were associated with increased ORs of not coming home whereas cohabitation with children at home was protective. CONCLUSION: Survival was short following WBRT, and one in four breast cancer patients with brain metastases could never be discharged from hospital. When deciding about WBRT, WHO score, level of care before WBRT, and the patient's choice of level of care in the end-of-life period should be considered.


Subject(s)
Brain Neoplasms/radiotherapy , Brain/pathology , Breast Neoplasms/radiotherapy , Adult , Aged , Aged, 80 and over , Brain/radiation effects , Brain Neoplasms/epidemiology , Brain Neoplasms/pathology , Brain Neoplasms/secondary , Breast Neoplasms/epidemiology , Breast Neoplasms/pathology , Disease-Free Survival , Female , Humans , Middle Aged , Neoplasm Metastasis , Patient Selection , Sweden/epidemiology , Terminal Care
2.
Acta Neuropathol ; 130(3): 419-34, 2015 Sep.
Article in English | MEDLINE | ID: mdl-25931051

ABSTRACT

Glioblastoma (GBM) is a devastating tumor and few patients survive beyond 3 years. Defining the molecular determinants underlying long-term survival is essential for insights into tumor biology and biomarker identification. We therefore investigated homogeneously treated, IDH (wt) long-term (LTS, n = 10) and short-term survivors (STS, n = 6) by microarray transcription profiling. While there was no association of clinical parameters and molecular subtypes with long-term survival, STS tumors were characterized by differential polarization of infiltrating microglia with predominance of the M2 phenotype detectable both on the mRNA and protein level. Furthermore, transcriptional signatures of LTS and STS predicted patient outcome in a large, IDH (wt) cohort (n = 468). Interrogation of overlapping genomic alterations identified concurrent gain of chromosomes 19 and 20 as a favorable prognostic marker. The strong association of this co-gain with survival was validated by aCGH in a second, independent cohort (n = 124). Finally, FISH and gene expression data revealed gains to constitute low-amplitude, clonal events with a strong impact on transcription. In conclusion, these findings provide important insights into the manipulation of the innate immune system by particularly aggressive GBM tumors. Furthermore, we genomically characterize a previously unknown, clinically relevant subgroup of glioblastoma, which can easily be identified through modern neuropathological workup.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/metabolism , Chromosomes, Human, Pair 19 , Chromosomes, Human, Pair 20 , Glioblastoma/genetics , Glioblastoma/metabolism , Adult , Aged , Brain/metabolism , Brain/pathology , Brain/surgery , Brain Neoplasms/diagnosis , Brain Neoplasms/pathology , Cohort Studies , Female , Glioblastoma/diagnosis , Glioblastoma/pathology , Humans , Isocitrate Dehydrogenase/genetics , Macrophages/metabolism , Macrophages/pathology , Male , Microglia/metabolism , Microglia/pathology , Middle Aged , Prognosis , RNA, Messenger/metabolism , Survival Analysis , Survivors , Time Factors , Transcription, Genetic
3.
Int J Cancer ; 131(5): 1104-13, 2012 Sep 01.
Article in English | MEDLINE | ID: mdl-22020830

ABSTRACT

We have previously identified a region containing 16 CpGs within the MGMT CpG islands which is critical for the transcriptional control of MGMT (Malley, Acta Neuropathol 2011). To investigate the patterns and incidence of MGMT methylation in astrocytic and oligodendroglial tumors, we quantitatively assessed methylation at these 16 CpGs using bisulfite modification followed by pyrosequencing of 362 gliomas not treated with temozolomide, and correlated the findings with previously identified patterns of genetic abnormalities, patients' age and survival. The MGMT gene was considered to be methylated when the mean methylation of the 16 CpGs was 10% or higher. This cut-off value distinguished diffuse astrocytomas with high and low MGMT expression. Within each tumor type, the patterns of methylation were highly variable and also highly heterogeneous across the 16 CpGs. A high incidence of MGMT methylation was observed in all subtypes of gliomas included in this study. Among a subset of 97 tumors where conventional methylation-specific PCR (MSP) was also applied, methylation was detected by both methods in 54 tumors, while the pyrosequencing results identified a further 17 tumors. No additional cases were found using MSP alone, indicating that pyrosequencing is a robust method for methylation analysis. All tumors with IDH1/IDH2 mutations except two had MGMT methylation, while there were many tumors with MGMT methylation, particularly primary glioblastomas, which had no mutations of IDH1/2. We suggest that MGMT methylation may be one of the earliest events in the development of astrocytic and oligodendroglial tumors.


Subject(s)
Astrocytoma/genetics , CpG Islands/genetics , DNA Methylation , DNA Modification Methylases/genetics , DNA Repair Enzymes/genetics , Isocitrate Dehydrogenase/genetics , Mutation/genetics , Oligodendroglioma/genetics , Tumor Suppressor Proteins/genetics , Adolescent , Adult , Astrocytoma/mortality , Brain Neoplasms/genetics , Brain Neoplasms/mortality , Child , DNA, Neoplasm/genetics , Female , Humans , Male , Middle Aged , Oligodendroglioma/mortality , Prognosis , Promoter Regions, Genetic/genetics , Real-Time Polymerase Chain Reaction , Survival Rate , Young Adult
4.
Neuro Oncol ; 13(4): 376-83, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21292688

ABSTRACT

Current risk stratification schemas for medulloblastoma, based on combinations of clinical variables and histotype, fail to accurately identify particularly good- and poor-risk tumors. Attempts have been made to improve discriminatory power by combining clinical variables with cytogenetic data. We report here a pooled analysis of all previous reports of chromosomal copy number related to survival data in medulloblastoma. We collated data from previous reports that explicitly quoted survival data and chromosomal copy number in medulloblastoma. We analyzed the relative prognostic significance of currently used clinical risk stratifiers and the chromosomal aberrations previously reported to correlate with survival. In the pooled dataset metastatic disease, incomplete tumor resection and severe anaplasia were associated with poor outcome, while young age at presentation was not prognostically significant. Of the chromosomal variables studied, isolated 17p loss and gain of 1q correlated with poor survival. Gain of 17q without associated loss of 17p showed a trend to improved outcome. The most commonly reported alteration, isodicentric chromosome 17, was not prognostically significant. Sequential multivariate models identified isolated 17p loss, isolated 17q gain, and 1q gain as independent prognostic factors. In a historical dataset, we have identified isolated 17p loss as a marker of poor outcome and 17q gain as a novel putative marker of good prognosis. Biological markers of poor-risk and good-risk tumors will be critical in stratifying treatment in future trials. Our findings should be prospectively validated independently in future clinical studies.


Subject(s)
Cerebellar Neoplasms/genetics , Cerebellar Neoplasms/mortality , Chromosome Aberrations , Chromosomes, Human, Pair 17/genetics , Medulloblastoma/genetics , Medulloblastoma/mortality , Adolescent , Adult , Cerebellar Neoplasms/therapy , Child , Child, Preschool , Humans , In Situ Hybridization, Fluorescence , Infant , Infant, Newborn , Medulloblastoma/therapy , Prognosis , Risk Factors , Survival Rate , Young Adult
5.
Acta Neuropathol ; 121(6): 753-61, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21327941

ABSTRACT

Diffuse astrocytomas (WHO grade II) typically present as slow-growing tumours showing significant cellular differentiation, but possessing a tendency towards malignant progression. They account for ~10% of all astrocytic tumours, with a peak incidence between 30 and 40 years of age. Median survival is reported as around 6-8 years. Mutations of TP53 and IDH1 have been described as genetic hallmarks, while copy number alterations are also relatively common. However, there is some evidence to suggest that these characteristics may vary with age. Here, we present an integrated clinicopathologic, genomic and transcriptomic analysis suggesting that paediatric and adult tumours are associated with distinct genetic signatures. For example, no childhood tumour showed mutation of IDH1/2 or TP53, virtually no copy number changes were seen, and MGMT methylation was absent. In contrast, adult tumours showed IDH1/2 mutation in 94% and TP53 mutation in 69% of cases, with multiple copy number alterations per case and hypermethylation of MGMT in the majority of tumours. These differences were associated with a worse prognosis in the adult patients. The expression array data also revealed a significant difference in the expression of a number of genes putatively involved in neural stem cell maintenance and CNS development, including DLL3, HES5, BMP2, TIMP1 and BAMBI. Genes involved in DNA replication and the cell cycle were also enriched in the adult tumours, suggesting that their more aggressive behaviour may be due to derivation from a more rapidly dividing, less differentiated cell type.


Subject(s)
Astrocytoma/genetics , Brain Neoplasms/genetics , DNA Modification Methylases/genetics , DNA Repair Enzymes/genetics , Gene Expression Regulation, Neoplastic/genetics , Isocitrate Dehydrogenase/genetics , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Proteins/genetics , Adolescent , Adult , Age Factors , Astrocytoma/pathology , Astrocytoma/physiopathology , Brain Neoplasms/pathology , Brain Neoplasms/physiopathology , Child , DNA Copy Number Variations , DNA Methylation , DNA Mutational Analysis/methods , Female , Gene Expression Profiling/methods , Humans , Male , Middle Aged , Mutation/genetics , Oligonucleotide Array Sequence Analysis/methods , Principal Component Analysis , Survival Analysis , Young Adult
6.
J Neurooncol ; 102(1): 9-18, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20635119

ABSTRACT

A major focus of brain cancer research today is to translate understanding of glioma biology into advances in treatment, by exploring the potential of target therapy. Here we investigated the ability of three compounds belonging to the chemical class of azo dyes (methyl red, methyl yellow, and helianthin) to inhibit glioblastoma (GB) cell growth in vitro. Our results showed that helianthin induced cytotoxicity in two GB cell cultures, cell lines 18 and 38, whereas methyl red and methyl yellow were not cytotoxic. The effect of helianthin on EGFR, IGF-1R, and their common intracellular signaling via PI3-K and ERK1/2 was also analyzed. Treatment with helianthin down-regulated EGFR and IGF-1R activity in both cell lines. Helianthin treatment blocked ERK1/2 phosphorylation without affecting PI3K activity in cell line 18 and reduced both PI3K and ERK1/2 in GB 38 cell line. The cell death was accompanied by degradation of PARP without affecting BCL2 expression in both GB cell cultures. Because of the genetic heterogeneity of malignant gliomas, we tested the effect of helianthin on other two primary GB lines (11 and 15) and two early-passage GB cultures (BT1GB and BT2GB), to assess the general nature of the anti-tumor effect of the drug in GB cells. We found that helianthin treatment induced cell death in all the GB cell cultures analyzed. To our knowledge, this is the first report indicating that helianthin can reduce GB cell growth.


Subject(s)
Brain Neoplasms/drug therapy , Cell Proliferation/drug effects , Cnidarian Venoms/pharmacology , Cytotoxins/pharmacology , Glioblastoma/drug therapy , Apoptosis/drug effects , Azo Compounds/pharmacology , Blotting, Western , Brain Neoplasms/metabolism , ErbB Receptors/metabolism , Glioblastoma/metabolism , Humans , Immunoprecipitation , In Vitro Techniques , Mitogen-Activated Protein Kinase 1/metabolism , Mitogen-Activated Protein Kinase 3/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Phosphorylation/drug effects , Receptor, IGF Type 1/metabolism , Signal Transduction , Tumor Cells, Cultured , p-Dimethylaminoazobenzene/pharmacology
7.
Neuro Oncol ; 12(7): 664-78, 2010 Jul.
Article in English | MEDLINE | ID: mdl-20164239

ABSTRACT

We studied the status of chromosomes 1 and 19 in 363 astrocytic and oligodendroglial tumors. Whereas the predominant pattern of copy number abnormality was a concurrent loss of the entire 1p and 19q regions (total 1p/19q loss) among oligodendroglial tumors and partial deletions of 1p and/or 19q in astrocytic tumors, a subset of apparently astrocytic tumors also had total 1p/19q loss. The presence of total 1p/19q loss was associated with longer survival of patients with all types of adult gliomas independent of age and diagnosis (P = .041). The most commonly deleted region on 19q in astrocytic tumors spans 885 kb in 19q13.33-q13.41, which is telomeric to the previously proposed region. Novel regions of homozygous deletion, including a part of DPYD (1p21.3) or the KLK cluster (19q13.33), were observed in anaplastic oligodendrogliomas. Amplifications encompassing AKT2 (19q13.2) or CCNE1 (19q12) were identified in some glioblastomas. Deletion mapping of the centromeric regions of 1p and 19q in the tumors that had total 1p/19q loss, indicating that the breakpoints lie centromeric to NOTCH2 within the pericentromeric regions of 1p and 19q. Thus, we show that the copy number abnormalities of 1p and 19q in human gliomas are complex and have distinct patterns that are prognostically predictive independent of age and pathological diagnosis. An accurate identification of total 1p/19q loss and discriminating this from other 1p/19q changes is, however, critical when the 1p/19q copy number status is used to stratify patients in clinical trials.


Subject(s)
Brain Neoplasms/diagnosis , Brain Neoplasms/genetics , Chromosome Deletion , Chromosomes, Human, Pair 19/genetics , Chromosomes, Human, Pair 1/genetics , Glioma/diagnosis , Glioma/genetics , Brain Neoplasms/classification , Chromosome Aberrations , Glioma/classification , Humans , Prognosis
8.
Neuro Oncol ; 11(4): 341-7, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19435942

ABSTRACT

We screened exon 4 of the gene isocitrate dehydrogenase 1 (NADP+), soluble (IDH1) for mutations in 596 primary intracranial tumors of all major types. Codon 132 mutation was seen in 54% of astrocytomas and 65% of oligodendroglial tumors but in only 6% of glioblastomas (3% of primary and 50% of secondary glioblastomas). There were no mutations in any other type of tumor studied. While mutations in the tumor protein p53 gene (TP53) and total 1p/19q deletions were mutually exclusive, IDH1 mutations were strongly correlated with these genetic abnormalities. All four types of mutant IDH1 proteins showed decreased enzymatic activity. The data indicate that IDH1 mutation combined with either TP53 mutation or total 1p/19q loss is a frequent and early change in the majority of oligodendroglial tumors, diffuse astrocytomas, anaplastic astrocytomas, and secondary glioblastomas but not in primary glioblastomas.


Subject(s)
Brain Neoplasms/genetics , Glioblastoma/genetics , Isocitrate Dehydrogenase/genetics , Mutation/genetics , Oligodendroglioma/genetics , Adult , Biomarkers, Tumor/genetics , Brain Neoplasms/enzymology , Brain Neoplasms/pathology , Chromosomes, Human, Pair 1/genetics , Chromosomes, Human, Pair 19/genetics , Comparative Genomic Hybridization , Exons/genetics , Genotype , Glioblastoma/enzymology , Glioblastoma/pathology , Humans , Loss of Heterozygosity , Oligodendroglioma/enzymology , Oligodendroglioma/pathology , Prognosis , Tumor Suppressor Protein p53/genetics
9.
Cancer Res ; 68(21): 8673-7, 2008 Nov 01.
Article in English | MEDLINE | ID: mdl-18974108

ABSTRACT

Brain tumors are the most common solid tumors of childhood, and pilocytic astrocytomas (PA) are the most common central nervous system tumor in 5 to 19 year olds. Little is known about the genetic alterations underlying their development. Here, we describe a tandem duplication of approximately 2 Mb at 7q34 occurring in 66% of PAs. This rearrangement, which was not observed in a series of 244 higher-grade astrocytomas, results in an in-frame fusion gene incorporating the kinase domain of the BRAF oncogene. We further show that the resulting fusion protein has constitutive BRAF kinase activity and is able to transform NIH3T3 cells. This is the first report of BRAF activation through rearrangement as a frequent feature in a sporadic tumor. The frequency and specificity of this change underline its potential both as a therapeutic target and as a diagnostic tool.


Subject(s)
Astrocytoma/genetics , Brain Neoplasms/genetics , Gene Duplication , Gene Fusion , Proto-Oncogene Proteins B-raf/genetics , Animals , COS Cells , Chlorocebus aethiops , Chromosomes, Human, Pair 7 , Genes, ras , Humans , Oligonucleotide Array Sequence Analysis , Polymerase Chain Reaction , Promoter Regions, Genetic , Survival Analysis
10.
J Neuropathol Exp Neurol ; 65(6): 549-61, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16783165

ABSTRACT

Medulloblastomas and supratentorial primitive neuroectodermal tumors are aggressive childhood tumors. We report our findings using array comparative genomic hybridization (CGH) on a whole-genome BAC/PAC/cosmid array with a median clone separation of 0.97 Mb to study 34 medulloblastomas and 7 supratentorial primitive neuroectodermal tumors. Array CGH allowed identification and mapping of numerous novel, small regions of copy number change to genomic sequence in addition to the large regions already known from previous studies. Novel amplifications were identified, some encompassing oncogenes MYCL1, PDGFRA, KIT, and MYB not previously reported to show amplification in these tumors. In addition, one supratentorial primitive neuroectodermal tumor had lost both copies of the tumor-suppressor genes CDKN2A and CDKN2B. Ten medulloblastomas had findings suggestive of isochromosome 17q. In contrast to previous reports using conventional CGH, array CGH identified 3 distinct breakpoints in these cases: Ch 17: 17940393-19251679 (17p11.2, n = 6), Ch 17: 20111990-23308272 (17p11.2-17q11.2, n = 4), and Ch 17: 38425359-39091575 (17q21.31, n = 1). Significant differences were found in the patterns of copy number change between medulloblastomas and supratentorial primitive neuroectodermal tumors, providing further evidence that these tumors are genetically distinct despite their morphologic and behavioral similarities.


Subject(s)
Brain Neoplasms/genetics , Medulloblastoma/genetics , Neuroectodermal Tumors, Primitive/genetics , Nucleic Acid Hybridization/methods , Supratentorial Neoplasms/genetics , Adolescent , Adult , Child , Child, Preschool , Chromosome Aberrations , Gene Expression Profiling , Humans , In Situ Hybridization, Fluorescence/methods , Infant , Reverse Transcriptase Polymerase Chain Reaction/methods
11.
J Mol Med (Berl) ; 83(11): 917-26, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16133418

ABSTRACT

The aim of this study was to evaluate the clinical value of assessing epidermal growth factor receptor (EGFR) amplification and the common 5' rearrangement of EGFR resulting in the EGFRvIII transcript in astrocytic gliomas. Data from 221 tumours were correlated with patient survival. The majority of previous studies evaluated amplification alone and provided contradictory results. Amplification was analysed by a densitometry of Southern blot analysis or quantitative polymerase chain reaction (PCR). EGFR transcripts were examined by reverse transcription PCR and subsequent sequencing. A ribonuclease (RNase) protection assay was carried out on a subgroup to confirm PCR results. Amplification of EGFR was found in 41% (65/160) of glioblastomas (GBs) and 10% (4/41) of anaplastic astrocytomas (AAs). The EGFRvIII rearrangement was identified in 54% (35/65) of GBs and 75% (3/4) of AAs with amplification, as well as in 8% (8/95) of GBs and 5% (2/37) of AAs without amplification (confirmed by RNase protection assay). There were no abnormalities of the EFGR or its transcript in grade II astrocytoma (AII). We found no significant association between EGFR amplification or rearrangement, and age or survival in the 160 GB patients. We noted a tendency towards decreased survival with any EGFR abnormality in the 41 patients with AAs. This was most marked in the five cases with the EGFRvIII transcript (p=0.069), but these were significantly older than those without (p=0.023). No abnormalities of EGFR were identified in AII patients. We conclude that neither EGFR amplification nor the presence of the EGFRvIII transcript predicts patient outcome in conventionally treated GBs. However, in AAs, although uncommon, EGFR aberrations appear to be associated with shorter survival.


Subject(s)
Astrocytoma/genetics , Central Nervous System Neoplasms/genetics , ErbB Receptors/genetics , Gene Amplification , Glioblastoma/genetics , Glioma/genetics , Adult , Age Factors , Biomarkers/analysis , ErbB Receptors/analysis , Female , Gene Dosage , Humans , Male , Middle Aged , Mutation , Polymerase Chain Reaction/methods , Survival Analysis
12.
Int J Cancer ; 113(6): 866-9, 2005 Mar 01.
Article in English | MEDLINE | ID: mdl-15515018

ABSTRACT

Hyperparathyroidism onset at a young age is one feature in multiple endocrine neoplasia (MEN) type 1 and MEN type 2A cancer syndromes. There are several case reports of MEN Type 1-associated central nervous system (CNS) tumors. To determine if there is an association between parathyroid adenomas and CNS tumors, we used Swedish registry data to identify all individuals operated on for parathyroid adenomas between 1958-99 (n = 12,468). Follow-up for the occurrence of CNS tumors in these individuals was through linkage with the Swedish Cancer Registry. There were 70 observed cases of a CNS tumor diagnosed after a parathyroid adenoma, to be compared to 35 expected (standard incidence ratio [SIR] = 2.0; 95% confidence interval [CI] = 1.5-2.5). This increased risk was independent of duration of follow-up and was confined to meningiomas (SIR = 2.4, 95% CI = 1.7-3.4) and neurinomas (SIR = 3.4, 95% CI = 1.5-6.8). These results strongly indicate an association between these tumor forms that may be genetic, environmental (such as radiation) or a combination of both.


Subject(s)
Adenoma/epidemiology , Central Nervous System Neoplasms/epidemiology , Parathyroid Neoplasms/epidemiology , Adenoma/surgery , Adolescent , Adult , Aged , Child , Female , Humans , Male , Middle Aged , Neoplasms, Second Primary/epidemiology , Parathyroid Neoplasms/surgery , Registries , Retrospective Studies , Sweden/epidemiology
13.
Clin Cancer Res ; 9(11): 4151-8, 2003 Sep 15.
Article in English | MEDLINE | ID: mdl-14519639

ABSTRACT

PURPOSE: Glioblastoma (GB, WHO grade IV) is the most common primary brain tumor in adults. Survival is typically <1 year but varies between a few months and a couple of years. The aim of the study was to find novel genetic prognostic factors in a well-defined GB series. EXPERIMENTAL DESIGN: The survival data on 129 GBs were correlated with the results of a detailed analysis of 9 genes. These included 3 genes coding for proteins in the p53 pathway (i.e., TP53, p14(ARF), and MDM2), 4 in the Rb1 pathway (i.e., CDKN2A, CDKN2B, RB1, and CDK4), as well as PTEN and epidermal growth factor receptor. RESULTS: We found that abnormalities in any of the four genes (CDKN2A, CDKN2B, RB1, and CDK4) coding for components of the Rb1 pathway were associated with shorter survival (P = 0.002). In combination with loss of wild-type PTEN, the association was even stronger (P < 0.001), the median survival being 166 days as compared with the group without these abnormalities where the median postoperative survival was 437 days. The survival difference remained statistically significant in Cox' regression analysis adjusting for age (P = 0.012). CONCLUSIONS: The findings indicate that knowledge of the molecular genetic abnormalities in GBs provides important data in assessing individual patients. As additional advances in our understanding of the molecular genetics and cell biology of gliomas are made, in addition to providing prognostic information, such data may also provide targets for innovative therapy in the individual case.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/surgery , Glioblastoma/genetics , Glioblastoma/surgery , Retinoblastoma Protein/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Brain Neoplasms/mortality , Child , Female , Genes, Tumor Suppressor , Glioblastoma/mortality , Humans , Male , Middle Aged , PTEN Phosphohydrolase , Phosphoric Monoester Hydrolases/genetics , Survival Analysis , Time Factors , Tumor Suppressor Proteins/genetics
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