ABSTRACT
Glioblastoma is the most common and aggressive brain tumor, with a subpopulation of stem-like cells thought to mediate its recurring behavior and therapeutic resistance. The epithelial-mesenchymal transition (EMT) inducing factor Zeb1 was linked to tumor initiation, invasion, and resistance to therapy in glioblastoma, but how Zeb1 functions at molecular level and what genes it regulates remain poorly understood. Contrary to the common view that EMT factors act as transcriptional repressors, here we show that genome-wide binding of Zeb1 associates with both activation and repression of gene expression in glioblastoma stem-like cells. Transcriptional repression requires direct DNA binding of Zeb1, while indirect recruitment to regulatory regions by the Wnt pathway effector Lef1 results in gene activation, independently of Wnt signaling. Amongst glioblastoma genes activated by Zeb1 are predicted mediators of tumor cell migration and invasion, including the guanine nucleotide exchange factor Prex1, whose elevated expression is predictive of shorter glioblastoma patient survival. Prex1 promotes invasiveness of glioblastoma cells in vivo highlighting the importance of Zeb1/Lef1 gene regulatory mechanisms in gliomagenesis.
Subject(s)
Glioblastoma/genetics , Glioblastoma/pathology , Guanine Nucleotide Exchange Factors/metabolism , Lymphoid Enhancer-Binding Factor 1/genetics , Wnt Signaling Pathway/genetics , Zinc Finger E-box-Binding Homeobox 1/genetics , Cell Movement/genetics , DNA-Binding Proteins/genetics , Epithelial-Mesenchymal Transition/genetics , Glioblastoma/mortality , Guanine Nucleotide Exchange Factors/genetics , Humans , Neoplasm Invasiveness/genetics , Transcription, Genetic/genetics , Transcriptional Activation/genetics , Zinc Finger E-box-Binding Homeobox 1/metabolismABSTRACT
Could primary chemoradiotherapy (pCRT) possibly be viewed as an alternative standard therapy to upfront total laryngectomy (TL)? According to the new German S3 guideline, despite higher rates of local recurrence, there would be no survival disadvantage and salvage surgery would be a curative option. In several large database studies and case series, statistically significant survival disadvantages of more than 30% between pCRT and TL have been reported for T4 laryngeal cancer. According to the literature, the success rate of salvage TL for T4 laryngeal cancer is only about 25-50%. Larynx preservation (LP) studies which could qualify the recommendation of pCRT as an alternative standard therapy to TL in T4 carcinomas should 1) evaluate T4a cancers within the T4 category; 2) perform subgroup analysis of laryngeal and hypopharyngeal cancers; 3) be sufficiently highly powered; 4) provide long-term outcomes of at least 5 years; 5) with oncological and 6) functional outcomes (duration of the need for tracheostomy and/or feeding tube dependency; necessity and success of salvage laryngectomies). 7) Specification of the criteria of the respective T4 classification (invasion through the outer cortex of the cartilage, or infiltration of which extralaryngeal structures) and 8) evaluation of pretreatment laryngeal function (at least: tracheostomy, feeding tube dependency). Collection of all the aforementioned data of T4 patients treated with pCRT in a large prospective observational cohort study in German-speaking countries is suggested. In case of rejection of TL by T4 laryngeal cancer patients, differentiation between primary spontaneous reluctance and a definitive, carefully considered decision is important. This distinction should be achieved by sensitive discussions. Not only oncological but also functional outcome probabilities should be included in the overall decision-making process.
Subject(s)
Carcinoma, Squamous Cell , Laryngeal Neoplasms , Larynx , Carcinoma, Squamous Cell/surgery , Humans , Laryngeal Neoplasms/diagnosis , Laryngeal Neoplasms/surgery , Laryngectomy , Larynx/surgery , Neoplasm Staging , Prospective Studies , Retrospective Studies , Treatment OutcomeABSTRACT
BACKGROUND: By today's standard, the optimal treatment of every individual tumor patient is discussed and determined in an interdisciplinary tumor board. According to the new S3 guidelines, larger volume T3 laryngeal cancers which are no longer safely resectable with larynx-sparing surgery are ideal candidates for a larynx preservation approach using primary chemoradiation (pCRT). So far, no clear criteria have been defined under what circumstances primary radiotherapy alone (pRT) might be acceptable in case chemotherapy (CT) is prohibited or in what cases, even in T3, upfront total laryngectomy with risk-adapted adjuvant treatment (TL±a[C]RT) should be recommended. METHOD: The literature was searched for parameters chosen as criteria for an inclusion in the surgical rather than the conservative arm in non-randomized LP studies or which proved to be significant prognostic markers after conservative treatment. Development of a counselling tool for therapeutic decision making. RESULTS: Significant prognostic markers were tumor volume (<â¯3.5 ccm/<â¯6â¯ccm vs. 6-12â¯ccm vs. >â¯12â¯ccm), presence and kind of vocal cord fixation (none vs. Succo I/II vs. Succo III/IV), extent of cartilage infiltration (none vs. minimal vs. multiple/gross), nodal status (N01 vs. N2-3), and laryngeal dysfunction (pretreatment necessity of feeding tube or tracheostomy). CONCLUSION: For T3 laryngeal cancers, pRT could be acceptable when the tumor volume is <â¯3.5â¯ccm for glottic and <â¯6â¯ccm for supraglottic tumors and there are no further risk factors. pCRT can be regarded as the standard for LP for tumors between 6â¯ccm and 12â¯ccm, vocal cord fixation Succo pattern I/II, only minimal cartilage infiltration and a high nodal burden. For tumor >â¯12 ccm, vocal cord fixation Succo pattern III/IV, gross or multiple cartilage infiltration or clinically relevant laryngeal dysfunction, upfront TL±a[C]RT should be considered.
Subject(s)
Laryngeal Neoplasms , Larynx , Glottis/pathology , Humans , Laryngeal Neoplasms/diagnosis , Laryngeal Neoplasms/surgery , Laryngectomy , Larynx/surgery , Neoplasm Staging , Retrospective StudiesABSTRACT
MicroRNAs (miRs) are non-coding master regulators of transcriptome that could act as tumor suppressors (TSs) or oncogenes (oncomiRs). We aimed to systematically investigate the relevance of miRs as prognostic biomarkers in primary glioblastoma multiforme (GBM) treated with postoperative radio(chemo)therapy (PORT). For hypothesis generation, tumor miR expression by Agilent 8x15K human microRNA microarrays and survival data from 482 GBM patients of The Cancer Genome Atlas (TCGA cohort) were analyzed using Cox-PH models. Expression of candidate miRs with prognostic relevance (miR-221/222; miR-17-5p, miR-18a, miR-19b) was validated by qRT-PCR using Taqman technology on an independent validation cohort of GBM patients (n = 109) treated at Heidelberg University Hospital (HD cohort). In TCGA, 50 miRs showed significant association with survival. Among the top ranked prognostic miRs were members of the two miR families miR-221/222 and miR-17-92. Loss of miR-221/222 was correlated with improved prognosis in both cohorts (TCGA, HD) and was an independent prognostic marker in a multivariate analysis considering demographic characteristics (age, sex, Karnofsky performance index (KPI)), molecular markers (O-6-methylguanine-DNA methyltransferase (MGMT) methylation, IDH mutation status) and PORT as co-variables. The prognostic value of miR-17-92 family members was ambiguous and in part contradictory by direct comparison of the two cohorts, thus warranting further validation in larger prospective trials.
Subject(s)
Glioblastoma/radiotherapy , MicroRNAs/genetics , RNA, Long Noncoding/genetics , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/genetics , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic/genetics , Glioblastoma/genetics , Glioblastoma/pathology , Glioblastoma/surgery , Humans , Male , Middle Aged , Prognosis , Promoter Regions, Genetic/genetics , Tissue Array Analysis , Transcriptome/geneticsABSTRACT
Most gliomas are associated with a fatal prognosis and remain incurable because of their infiltrative growth. Consequently, the addition of immunotherapy to conventional therapy may improve patient outcomes. Here, we analyzed T-cell infiltration and, therefore, a major prerequisite for successful immunotherapy in a series of primary (n = 78) and recurrent (n = 66) isocitrate dehydrogenase (IDH)-mutant glioma and their changes following treatment with radio- and/or chemotherapy. After multicolor immunofluorescence staining, T cells were counted in entire tumor sections using a software-based setup. Newly diagnosed diffuse IDH-mutant gliomas displayed a median T-cell infiltration of 0.99 T cells/mm2 (range: 0-48.97 CD3+ T cells/mm2), which was about two-fold increased for CD3+, helper, and cytotoxic T cells in recurrent glioma. Furthermore, T-cell infiltration of recurrent tumors was associated with the type of adjuvant treatment of the primary tumor. Interestingly, only glioma patients solely receiving radiotherapy presented consistently with increased T-cell infiltration in their recurrent tumors. This was confirmed in a subset of 27 matched pairs. In conclusion, differences in the T-cell infiltration of primary and recurrent gliomas were demonstrated, and evidence was provided for a beneficial long-term effect on T-cell infiltration upon treatment with radiotherapy.
Subject(s)
Brain Neoplasms/radiotherapy , Glioma/radiotherapy , Lymphocytes, Tumor-Infiltrating/radiation effects , Adult , Aged , Aged, 80 and over , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Female , Glioma/genetics , Glioma/pathology , Humans , Isocitrate Dehydrogenase/genetics , Lymphocytes, Tumor-Infiltrating/pathology , Male , Matched-Pair Analysis , Middle Aged , Mutation , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , T-Lymphocytes, Cytotoxic/pathology , T-Lymphocytes, Cytotoxic/radiation effects , Tumor Microenvironment/radiation effects , Young AdultABSTRACT
Summary: Comparative metabolomics comes of age through commercial vendors offering metabolomics for translational researchers outside the mass spectrometry field. The MetaboDiff packages aims to provide a low-level entry to differential metabolomic analysis with R by starting off with the table of metabolite measurements. As a key functionality, MetaboDiffs offers the exploration of sample traits in a data-derived metabolic correlation network. Availability and implementation: The MetaboDiff R package is platform-independent, available at http://github.com/andreasmock/MetaboDiff/ and released under the MIT licence. The package documentation comprises a step-by-step markdown tutorial. Supplementary information: Supplementary data are available at Bioinformatics online.
Subject(s)
Metabolomics , Software , Computational Biology , Mass Spectrometry , Metabolic Networks and PathwaysABSTRACT
INTRODUCTION: Translational cancer research has seen an increasing interest in metabolomic profiling to decipher tumor phenotypes. However, the impact of post-surgical freezing delays on mass spectrometric metabolomic measurements of the cancer tissue remains elusive. OBJECTIVES: To evaluate the impact of post-surgical freezing delays on cancer tissue metabolomics and to investigate changes per metabolite and per metabolic pathway. METHODS: We performed untargeted metabolomics on three cortically located and bulk-resected glioblastoma tissues that were sequentially frozen as duplicates at up to six different time delays (0-180 min, 34 samples). RESULTS: Statistical modelling revealed that 10% of the metabolome (59 of 597 metabolites) changed significantly after a 3 h delay. While carbohydrates and energy metabolites decreased, peptides and lipids increased. After a 2 h delay, these metabolites had changed by as much as 50-100%. We present the first list of metabolites in glioblastoma tissues that are sensitive to post-surgical freezing delays and offer the opportunity to define individualized fold change thresholds for future comparative metabolomic studies. CONCLUSION: More researchers should take these pre-analytical factors into consideration when analyzing metabolomic data. We present a strategy for how to work with metabolites that are sensitive to freezing delays.
Subject(s)
Brain Neoplasms/metabolism , Brain Neoplasms/surgery , Freezing , Metabolome , Metabolomics/methods , Carbohydrates , Glioblastoma/metabolism , Glioblastoma/surgery , Humans , Metabolic Networks and Pathways , Peptides , Time FactorsABSTRACT
1,5-Dideoxy-1,5-imino-l-fucitol (1-deoxyfuconojirimycin, DFJ) is an iminosugar that inhibits fucosidases. Herein, N-alkyl DFJs have been synthesised and tested against the α-fucosidases of T. maritima (bacterial origin) and B. taurus (bovine origin). The N-alkyl derivatives were inactive against the bacterial fucosidase, while inhibiting the bovine enzyme. Docking of inhibitors to homology models, generated for the bovine and human fucosidases, was carried out. N-Decyl-DFJ was toxic to cancer cell lines and was more potent than the other N-alkyl DFJs studied.
Subject(s)
Enzyme Inhibitors/chemical synthesis , Sugar Alcohols/chemistry , alpha-L-Fucosidase/antagonists & inhibitors , 1-Deoxynojirimycin/analogs & derivatives , 1-Deoxynojirimycin/chemistry , 1-Deoxynojirimycin/metabolism , Bacteria/enzymology , Bacterial Proteins/antagonists & inhibitors , Bacterial Proteins/metabolism , Binding Sites , Cell Line, Tumor , Cell Survival/drug effects , Enzyme Inhibitors/metabolism , Enzyme Inhibitors/pharmacology , Humans , Immunoglobulin G/metabolism , Immunoglobulin G/pharmacology , Inhibitory Concentration 50 , Melphalan/chemical synthesis , Melphalan/metabolism , Melphalan/pharmacology , Molecular Docking Simulation , Structure-Activity Relationship , Sugar Alcohols/metabolism , alpha-L-Fucosidase/metabolismABSTRACT
Glioma growth is often accompanied by a hypoxic microenvironment favorable for the induction and maintenance of the glioma stem cell (GSC) phenotype. Due to the paucity of cell models of Isocitrate Dehydrogenase 1 mutant (IDH1mut) GSCs, biology under hypoxic conditions has not been sufficiently studied as compared to IDH1 wildtype (IDH1wt) GSCs. We therefore grew well-characterized IDH1mut (n = 4) and IDH1wt (n = 4) GSC lines under normoxic (20%) and hypoxic (1.5%) culture conditions and harvested mRNA after 72 h. Transcriptome analyses were performed and hypoxia regulated genes were further analyzed using the expression and clinical data of the lower grade glioma cohort of The Cancer Genome Atlas (LGG TCGA) in a confirmatory approach and to test for possible survival associations. Results show that global expression changes were more pronounced in IDH1wt than in IDH1mut GSCs. However, when focusing on known hypoxia-regulated gene sets, enrichment analyses showed a comparable regulation in both IDH1mut and IDH1wt GSCs. Of 272 significantly up-regulated genes under hypoxic conditions in IDH1mut GSCs a hypoxia-related survival score (HRS-score) of five genes (LYVE1, FAM162A, WNT6, OTP, PLOD1) was identified by the Least Absolute Shrinkage and Selection Operator (LASSO) algorithm which was able to predict survival independent of age, 1p19q co-deletion status and WHO grade (II vs. III) in the LGG TCGA cohort and in the Rembrandt dataset. Altogether, we were able to identify and validate a novel hypoxia-related survival score in IDH1mut GSCs consisting of five hypoxia-regulated genes which was significantly associated with patient survival independent of known prognostic confounders.
Subject(s)
Brain Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Glioma/genetics , Isocitrate Dehydrogenase/genetics , Neoplastic Stem Cells/metabolism , Tumor Hypoxia , Adult , Aged , Aged, 80 and over , Brain Neoplasms/diagnosis , Brain Neoplasms/pathology , Female , Gene Expression Profiling , Glioma/diagnosis , Glioma/pathology , Humans , Male , Middle Aged , Mutation , Neoplastic Stem Cells/pathology , PrognosisABSTRACT
Glioblastoma (GBM) is a highly aggressive brain tumor and still remains incurable. Among others, an immature subpopulation of self-renewing and therapy-resistant tumor cells-often referred to as glioblastoma stem-like cells (GSCs)-has been shown to contribute to disease recurrence. To target these cells personalized immunotherapy has gained a lot of interest, e.g. by reactivating pre-existing anti-tumor immune responses against GSC antigens. To identify T cell targets commonly presented by GSCs and their differentiated counterpart, we used a proteomics-based separation of GSC proteins in combination with a T cell activation assay. Altogether, 713 proteins were identified by LC-ESI-MS/MS mass spectrometry. After a thorough filtering process, 32 proteins were chosen for further analyses. Immunogenicity of corresponding peptides was tested ex vivo. A considerable number of these antigens induced T cell responses in GBM patients but not in healthy donors. Moreover, most of them were overexpressed in primary GBM and also highly expressed in recurrent GBM tissues. Interestingly, expression of the most frequent T cell target antigens could also be confirmed in quiescent, slow-cycling GSCs isolated in high purity by the DEPArray technology. Finally, for a subset of these T cell target antigens, an association between expression levels and higher T cell infiltration as well as an increased expression of positive immune modulators was observed. In summary, we identified novel immunogenic proteins, which frequently induce tumor-specific T cell responses in GBM patients and were also detected in vitro in therapy-resistant quiescent, slow-cycling GSCs. Stable expression of these T cell targets in primary and recurrent GBM support their suitability for future clinical use.
Subject(s)
Antigens, Neoplasm/metabolism , Brain Neoplasms/pathology , Glioblastoma/pathology , Proteomics , T-Lymphocyte Subsets/pathology , Animals , Annexin A1/metabolism , Antigens, Neoplasm/genetics , Antigens, Neoplasm/immunology , Carcinogenicity Tests , Carrier Proteins/metabolism , Cells, Cultured , Chaperonin 60/metabolism , Cystatin A/metabolism , Disease Models, Animal , Epitope Mapping , Female , Humans , Interferon-gamma/metabolism , Ki-67 Antigen/metabolism , Male , Mice , Microfilament Proteins/metabolism , Mitochondrial Proteins/metabolism , Neoplastic Stem Cells/pathologyABSTRACT
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 AdultABSTRACT
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 , TranscriptomeABSTRACT
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, GeneticABSTRACT
Proteoglycans are often overexpressed in tumors and can be found on several normal and neoplastic stem cells. In this study, we analyzed in-depth the role of CSPG4 in head and neck squamous cell carcinomas (HNSCC). Analysis of CSPG4 in a homogeneous study sample of HPV-negative stage IVa HNSCCs revealed overexpression of protein and mRNA levels in a subgroup of HNSCC tumors and a significant association of high CSPG4 protein levels with poor survival. This could be validated in three publicly available microarray datasets. As a potential cause for upregulated CSPG4 expression, we identified DNA hypomethylation in a CpG-island of the promoter region. Accordingly, we found an inverse correlation of methylation and patient outcome. Finally, CSPG4 re-expression was achieved by demethylating treatment of highly methylated HNSCC cell lines establishing a direct link between methylation and CSPG4 expression. In conclusion, we identified CSPG4 as a novel biomarker in HNSCC on several biological levels and established a causative link between DNA methylation and CSPG4 protein and mRNA expression.
Subject(s)
Carcinoma, Squamous Cell/mortality , Chondroitin Sulfate Proteoglycans/genetics , Chondroitin Sulfate Proteoglycans/metabolism , DNA Methylation , Gene Expression Regulation, Neoplastic , Head and Neck Neoplasms/mortality , Membrane Proteins/genetics , Membrane Proteins/metabolism , Promoter Regions, Genetic/genetics , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , Case-Control Studies , CpG Islands , Follow-Up Studies , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/pathology , Humans , Immunoenzyme Techniques , Neoplasm Staging , Prognosis , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Survival Rate , Tumor Cells, Cultured , Young AdultABSTRACT
Background: Infrared (IR) spectroscopy allows intraoperative, optical brain tumor diagnosis. Here, we explored it as a translational technology for the identification of aggressive meningioma types according to both, the WHO CNS grading system and the methylation classes (MC). Methods: Frozen sections of 47 meningioma were examined by IR spectroscopic imaging and different classification approaches were compared to discern samples according to WHO grade or MC. Results: IR spectroscopic differences were more pronounced between WHO grade 2 and 3 than between MC intermediate and MC malignant, although similar spectral ranges were affected. Aggressive types of meningioma exhibited reduced bands of carbohydrates (at 1024 cm-1) and nucleic acids (at 1080 cm-1), along with increased bands of phospholipids (at 1240 and 1450 cm-1). While linear discriminant analysis was able to discern spectra of WHO grade 2 and 3 meningiomas (AUC 0.89), it failed for MC (AUC 0.66). However, neural network classifiers were effective for classification according to both WHO grade (AUC 0.91) and MC (AUC 0.83), resulting in the correct classification of 20/23 meningiomas of the test set. Conclusions: IR spectroscopy proved capable of extracting information about the malignancy of meningiomas, not only according to the WHO grade, but also for a diagnostic system based on molecular tumor characteristics. In future clinical use, physicians could assess the goodness of the classification by considering classification probabilities and cross-measurement validation. This might enhance the overall accuracy and clinical utility, reinforcing the potential of IR spectroscopy in advancing precision medicine for meningioma characterization.
ABSTRACT
Patients diagnosed with isocitrate dehydrogenase mutant (IDHmut) gliomas suffer frequently from seizures. Although the clinical course is less aggressive than that of its IDH wildtype counterpart, recent discoveries have shown that epileptic activity can promote tumor proliferation. However, it is not known if antiepileptic drugs confer additional value by inhibiting tumor growth. In this study, the antineoplastic properties of 20 FDA-approved antiepileptic drugs (AEDs) were tested in six patient-derived IDHmut glioma stem-like cells (GSCs). Cell proliferation was assessed using the CellTiterGlo-3D assay. Two of the screened drugs (oxcarbazepine and perampanel) demonstrated an antiproliferative effect. A subsequent eight-point dose-response curve proved the dose-dependent growth inhibition for both drugs, but only oxcarbazepine reached an IC50 value below 100 µM in 5/6 GSCs (mean 44.7 µM; range 17.4-98.0 µM), approximating the possible cmax for oxcarbazepine in patient serums. Furthermore, the treated GSC spheroids were 82% smaller (mean volume 1.6 nL vs. 8.7 nL; p = 0.01 (live/deadTM fluorescence staining)), and the apoptotic events increased by more than 50% (caspase-3/7 activity; p = 0.006). Taken together, this drug screen of a large series of antiepileptic drugs identified oxcarbazepine as a potent proapoptotic drug in IDHmut GSCs, which combines antiepileptic and antineoplastic properties to treat this seizure-prone patient population.
Subject(s)
Brain Neoplasms , Glioma , Humans , Anticonvulsants/pharmacology , Oxcarbazepine/pharmacology , Isocitrate Dehydrogenase/genetics , Brain Neoplasms/pathology , Glioma/drug therapy , Glioma/genetics , Glioma/pathologyABSTRACT
PURPOSE: To date, there are no systemic treatment options for patients with recurrent or refractory meningioma. EXPERIMENTAL DESIGN: To identify effective drugs, we performed a large-scale drug screening using FDA-approved drugs on several meningioma cell lines. The impact of the top four compounds was assessed on cell viability, proliferation, colony formation, migration, and apoptosis. In addition, the antineoplastic effects of the selected drugs were validated in a heterotopic xenograft mouse model. RESULTS: Analyses of the viability of meningioma cells treated with 119 antineoplastic FDA-approved drugs resulted in categorization into sensitive and resistant drug-response groups based on the mean IC50 values and peak serum concentrations (Cmax) in patients. Eighty drugs, including 15 alkylating agents, 14 antimetabolites, and 13 tyrosine kinase inhibitors, were classified as resistant (IC50 > Cmax). The sensitive drug-response group (n = 29, IC50 < Cmax) included RNA/protein synthesis inhibitors, proteasome inhibitors, topoisomerase, tyrosine-kinase, and partial histone deacetylase and microtubule inhibitors. The IC50 value of the four most effective compounds (carfilzomib, omacetaxine, ixabepilone, and romidepsin) ranged from 0.12 to 9.5 nmol/L. Most of them caused cell-cycle arrest in the G2-M-phase and induced apoptosis. Furthermore, all drugs except romidepsin significantly inhibited tumor growth in vivo. The strongest antineoplastic effect was observed for ixabepilone, which reduced tumor volume by 86%. CONCLUSIONS: In summary, a large-scale drug screening provides a comprehensive insight into the anti-meningioma activities of FDA-approved drugs, and identified carfilzomib, omacetaxine, ixabepilone, and romidepsin as novel potent antineoplastic agents for the treatment of aggressive meningiomas. The most pronounced effects were observed with ixabepilone mandating for further clinical investigation.
Subject(s)
Antineoplastic Agents , Meningeal Neoplasms , Meningioma , Animals , Humans , Mice , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Apoptosis , Cell Line, Tumor , Cell Proliferation , Homoharringtonine/pharmacology , Meningeal Neoplasms/drug therapy , Meningioma/drug therapy , Drug ApprovalABSTRACT
PURPOSE: Targeting immunosuppressive and pro-tumorigenic glioblastoma (GBM)-associated macrophages and microglial cells (GAM) has great potential to improve patient outcomes. Colony-stimulating factor-1 receptor (CSF1R) has emerged as a promising target for reprograming anti-inflammatory M2-like GAMs. However, treatment data on patient-derived, tumor-educated GAMs and their influence on the adaptive immunity are lacking. EXPERIMENTAL DESIGN: CD11b+-GAMs freshly isolated from patient tumors were treated with CSF1R-targeting drugs PLX3397, BLZ945, and GW2580. Phenotypical changes upon treatment were assessed using RNA sequencing, flow cytometry, and cytokine quantification. Functional analyses included inducible nitric oxide synthase activity, phagocytosis, transmigration, and autologous tumor cell killing assays. Antitumor effects and changes in GAM activation were confirmed in a complex patient-derived 3D tumor organoid model serving as a tumor avatar. RESULTS: The most effective reprogramming of GAMs was observed upon GW2580 treatment, which led to the downregulation of M2-related markers, IL6, IL10, ERK1/2, and MAPK signaling pathways, while M1-like markers, gene set enrichment indicating activated MHC-II presentation, phagocytosis, and T-cell killing were substantially increased. Moreover, treatment of patient-derived GBM organoids with GW2580 confirmed successful reprogramming, resulting in impaired tumor cell proliferation. In line with its failure in clinical trials, PLX3397 was ineffective in our analysis. CONCLUSIONS: This comparative analysis of CSF1R-targeting drugs on patient-derived GAMs and human GBM avatars identified GW2580 as the most powerful inhibitor with the ability to polarize immunosuppressive GAMs to a proinflammatory phenotype, supporting antitumor T-cell responses while also exerting a direct antitumor effect. These data indicate that GW2580 could be an important pillar in future therapies for GBM.
Subject(s)
Brain Neoplasms , Glioblastoma , Humans , Microglia/pathology , Glioblastoma/drug therapy , Glioblastoma/genetics , Glioblastoma/metabolism , Macrophages/metabolism , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Brain Neoplasms/metabolismABSTRACT
Impairment of endogenous differentiation pathways like retinoic acid (RA) signaling seems to be a central pathogenetic event in astrocytic gliomas. Among others, expression of the differentiation-promoting RA chaperon protein cellular retinoic acid binding protein 2 (CRABP2) is extenuated in high-grade gliomas. Against this background, we aimed at identifying potential pathomechanisms underlying reduced CRABP2 expression in these tumors. Using MassARRAY methylation analysis, we detected extensive CpG methylation upstream of the CRABP2 gene locus in a study sample comprising 100 astrocytic gliomas of WHO Grade II to IV. Compared to nontumorous control samples, tumors revealed increased CpG methylation and methylation levels were inversely correlated to CRABP2 mRNA expression. Substantiating our in situ findings, CRABP2 mRNA levels increased in glioma cell lines after exposure to the demethylating agent 5-aza-2'-deoxycytidine. Finally, a distinct CpG methylation signature distinguished between primary glioblastoma on the one hand and the group of astrocytoma WHO II-III and secondary glioblastoma on the other hand. Altogether, our observations suggest that epigenetic silencing of CRABP2 might contribute to an immature phenotype in glioma cells.
Subject(s)
Astrocytoma/genetics , Brain Neoplasms/genetics , DNA Methylation , Epigenesis, Genetic , Gene Expression Regulation, Neoplastic , Receptors, Retinoic Acid/genetics , Brain/metabolism , Case-Control Studies , Cell Differentiation , CpG Islands , Humans , Isocitrate Dehydrogenase/genetics , Neoplasm Grading , Signal TransductionABSTRACT
BACKGROUND: The induction and regulation of immune responses depend on human leucocyte antigen (HLA) molecules that present peptides derived from mutated neoantigens or tumor-associated antigens to cytotoxic T cells. The natural variation of HLA molecules might differ between tumor patients and the normal population. Thus, there might be associations between the frequencies of HLA alleles and the survival of tumor patients. METHODS: This issue was studied in a cohort of 84 patients with head and neck squamous cell carcinomas (HNSCCs) of different localizations. The cohort was followed up for more than 10 years. HLA-A/B/C CTS-PCR-SSP typing at 1 field level from blood samples was performed, and the results were correlated with survival. RESULTS: HLA-A*02 was the most prevalent allele in our cohort and was present in 51.1% of patients. The HLA-A*25 and HLA-C*06 alleles exhibited a significantly higher frequency in cancer patients than in the normal population of 174 blood and kidney donors (p = 0.02 and p = 0.01, respectively, Fisher's exact test). For HLA-C*04, a negative impact on overall survival in univariate analysis (p = 0.045) and a negative, but statistically insignificant effect on survival toward poorer survival in multivariate analysis (HR: 1.82; 95% CI: 0.99-3.34, p = 0.053) were observed. In addition, HLA-A*02 was also beneficial for overall survival and progression-free survival in multivariate analysis (HR 0.54; 95% CI: 0.31-0.92; p = 0.023). CONCLUSION: HLA-A*02 allele expression might not only predict better survival but might also indicate superior tumor antigen presentation and, thus, help to select patients who could benefit from T-cell-dependent immunotherapies.