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1.
BMC Med ; 14(1): 170, 2016 10 26.
Article in English | MEDLINE | ID: mdl-27782828

ABSTRACT

BACKGROUND: The spatial relationship of glioblastoma (GBM) to the subventricular zone (SVZ) is associated with inferior patient survival. However, the underlying molecular phenotype is largely unknown. We interrogated an SVZ-dependent transcriptome and potential location-specific prognostic markers. METHODS: mRNA microarray data of a discovery set (n = 36 GBMs) were analyzed for SVZ-dependent gene expression and process networks using the MetaCore™ workflow. Differential gene expression was confirmed by qPCR in a validation set of 142 IDH1 wild-type GBMs that was also used for survival analysis. RESULTS: Microarray analysis revealed a transcriptome distinctive of SVZ+ GBM that was enriched for genes associated with Notch signaling. No overlap was found to The Cancer Genome Atlas's molecular subtypes. Independent validation of SVZ-dependent expression confirmed four genes with simultaneous prognostic impact: overexpression of HES4 (p = 0.034; HR 1.55) and DLL3 (p = 0.017; HR 1.61) predicted inferior, and overexpression of NTRK2 (p = 0.049; HR 0.66) and PIR (p = 0.025; HR 0.62) superior overall survival (OS). Additionally, overexpression of DLL3 was predictive of shorter progression-free survival (PFS) (p = 0.043; HR 1.64). Multivariate analysis revealed overexpression of HES4 to be independently associated with inferior OS (p = 0.033; HR 2.03), and overexpression of DLL3 with inferior PFS (p = 0.046; HR 1.65). CONCLUSIONS: We identified four genes with SVZ-dependent expression and prognostic significance, among those HES4 and DLL3 as part of Notch signaling, suggesting further evaluation of location-tailored targeted therapies.


Subject(s)
Brain Neoplasms/genetics , Glioblastoma/genetics , Isocitrate Dehydrogenase/genetics , Receptors, Notch/metabolism , Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Brain Neoplasms/metabolism , Brain Neoplasms/pathology , Brain Neoplasms/therapy , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic , Glioblastoma/metabolism , Glioblastoma/pathology , Glioblastoma/therapy , Humans , Isocitrate Dehydrogenase/metabolism , Lateral Ventricles/pathology , Male , Middle Aged , Phenotype , Prognosis , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptors, Notch/genetics , Signal Transduction , Transcriptome
2.
Int J Cancer ; 139(2): 424-32, 2016 07 15.
Article in English | MEDLINE | ID: mdl-26934681

ABSTRACT

MGMT promoter methylation status is currently the only established molecular prognosticator in IDH wild-type glioblastoma multiforme (GBM). Therefore, we aimed to discover novel therapy-associated epigenetic biomarkers. After enrichment for hypermethylated fractions using methyl-CpG-immunoprecipitation (MCIp), we performed global DNA methylation profiling for 14 long-term (LTS; >36 months) and 15 short-term (STS; 6-10 months) surviving GBM patients. Even after exclusion of the G-CIMP phenotype, we observed marked differences between the LTS and STS methylome. A total of 1,247 probes in 706 genes were hypermethylated in LTS and 463 probes in 305 genes were found to be hypermethylated in STS patients (p values < 0.05, log2 fold change ± 0.5). We identified 13 differentially methylated regions (DMRs) with a minimum of four differentially methylated probes per gene. Indeed, we were able to validate a subset of these DMRs through a second, independent method (MassARRAY) in our LTS/STS training set (ADCY1, GPC3, LOC283731/ISLR2). These DMRs were further assessed for their prognostic capability in an independent validation cohort (n = 62) of non-G-CIMP GBMs from the TCGA. Hypermethylation of multiple CpGs mapping to the promoter region of LOC283731 correlated with improved patient outcome (p = 0.03). The prognostic performance of LOC283731 promoter hypermethylation was confirmed in a third independent study cohort (n = 89), and was independent of gender, performance (KPS) and MGMT status (p = 0.0485, HR = 0.63). Intriguingly, the prediction was most pronounced in younger GBM patients (<60 years). In conclusion, we provide compelling evidence that promoter methylation status of this novel gene is a prognostic biomarker in IDH1 wild-type/non-G-CIMP GBMs.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/mortality , DNA Methylation , Glioblastoma/genetics , Glioblastoma/mortality , Isocitrate Dehydrogenase/genetics , Promoter Regions, Genetic , Adult , Aged , Aged, 80 and over , Brain Neoplasms/therapy , Chemoradiotherapy , CpG Islands , Female , Gene Expression Regulation, Neoplastic , Genome-Wide Association Study , Glioblastoma/therapy , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prognosis , Reproducibility of Results , Young Adult
3.
BMC Cancer ; 16: 81, 2016 Feb 10.
Article in English | MEDLINE | ID: mdl-26865253

ABSTRACT

BACKGROUND: To date, standardized strategies for the treatment of recurrent glioma are lacking. Chemotherapy with the alkylating agent BCNU (1,3-bis (2-chloroethyl)-1-nitroso-urea) is a therapeutic option even though its efficacy and safety, particularly the risk of pulmonary fibrosis, remains controversial. To address these issues, we performed a retrospective analysis on clinical outcome and side effects of BCNU-based chemotherapy in recurrent glioma. METHODS: Survival data of 34 mostly chemotherapy-naïve glioblastoma patients treated with BCNU at 1st relapse were compared to 29 untreated control patients, employing a multiple Cox regression model which considered known prognostic factors including MGMT promoter hypermethylation. Additionally, medical records of 163 patients treated with BCNU for recurrent glioma WHO grade II to IV were retrospectively evaluated for BCNU-related side effects classified according to the National Cancer Institute Common Toxicity Criteria for Adverse Events (CTCAE) version 2.0. RESULTS: In recurrent glioblastoma, multiple regression survival analysis revealed a significant benefit of BCNU-based chemotherapy on survival after relapse (p = 0.02; HR = 0.48; 95% CI = 0.26-0.89) independent of known clinical and molecular prognostic factors. Exploratory analyses suggested that survival benefit was most pronounced in MGMT-hypermethylated, BCNU-treated patients. Moreover, BCNU was well tolerated by 46% of the 163 patients analyzed for side effects; otherwise, predominantly mild side effects occurred (CTCAE I/II; 45%). Severe side effects CTCAE III/IV were observed in 9% of patients including severe hematotoxicity, thromboembolism, intracranial hemorrhage and injection site reaction requiring surgical intervention. One patient presented with a clinically apparent pulmonary fibrosis CTCAE IV requiring temporary mechanical ventilation. CONCLUSION: In this study, BCNU was rarely associated with severe side effects, particularly pulmonary toxicity, and, in case of recurrent glioblastoma, even conferred a favorable outcome. Therefore BCNU appears to be an appropriate alternative to other nitrosoureas although the efficacy against newer drugs needs further evaluation.


Subject(s)
Carmustine/administration & dosage , Glioma/drug therapy , Neoplasm Recurrence, Local/drug therapy , Pulmonary Fibrosis/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Carmustine/adverse effects , Combined Modality Therapy/adverse effects , Disease-Free Survival , Female , Glioma/complications , Glioma/pathology , Humans , Male , Middle Aged , Neoplasm Grading , Neoplasm Recurrence, Local/pathology , Pulmonary Fibrosis/chemically induced , Survival Analysis , Treatment Outcome
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