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1.
Cancers (Basel) ; 15(16)2023 Aug 18.
Article in English | MEDLINE | ID: mdl-37627196

ABSTRACT

Sarcoma classification is challenging and can lead to treatment delays. Previous studies used DNA aberrations and machine-learning classifiers based on methylation profiles for diagnosis. We aimed to classify sarcomas by analyzing methylation signatures obtained from low-coverage whole-genome sequencing, which also identifies copy-number alterations. DNA was extracted from 23 suspected sarcoma samples and sequenced on an Oxford Nanopore sequencer. The methylation-based classifier, applied in the nanoDx pipeline, was customized using a reference set based on processed Illumina-based methylation data. Classification analysis utilized the Random Forest algorithm and t-distributed stochastic neighbor embedding, while copy-number alterations were detected using a designated R package. Out of the 23 samples encompassing a restricted range of sarcoma types, 20 were successfully sequenced, but two did not contain tumor tissue, according to the pathologist. Among the 18 tumor samples, 14 were classified as reported in the pathology results. Four classifications were discordant with the pathological report, with one compatible and three showing discrepancies. Improving tissue handling, DNA extraction methods, and detecting point mutations and translocations could enhance accuracy. We envision that rapid, accurate, point-of-care sarcoma classification using nanopore sequencing could be achieved through additional validation in a diverse tumor cohort and the integration of methylation-based classification and other DNA aberrations.

2.
Int J Mol Sci ; 25(1)2023 Dec 26.
Article in English | MEDLINE | ID: mdl-38203506

ABSTRACT

The median survival time of patients with an aggressive brain tumor, glioblastoma, is still poor due to ineffective treatment. The discovery of androgen receptor (AR) expression in 56% of cases offers a potential breakthrough. AR antagonists, including bicalutamide and enzalutamide, induce dose-dependent cell death in glioblastoma and glioblastoma-initiating cell lines (GIC). Oral enzalutamide at 20 mg/kg reduces subcutaneous human glioblastoma xenografts by 72% (p = 0.0027). We aimed to further investigate the efficacy of AR antagonists in intracranial models of human glioblastoma. In U87MG intracranial models, nude mice administered Xtandi (enzalutamide) at 20 mg/kg and 50 mg/kg demonstrated a significant improvement in survival compared to the control group (p = 0.24 and p < 0.001, respectively), confirming a dose-response relationship. Additionally, we developed a newly reformulated version of bicalutamide, named "soluble bicalutamide (Bic-sol)", with a remarkable 1000-fold increase in solubility. This reformulation significantly enhanced bicalutamide levels within brain tissue, reaching 176% of the control formulation's area under the curve. In the U87MG intracranial model, both 2 mg/kg and 4 mg/kg of Bic-sol exhibited significant efficacy compared to the vehicle-treated group (p = 0.0177 and p = 0.00364, respectively). Furthermore, combination therapy with 8 mg/kg Bic-sol and Temozolomide (TMZ) demonstrated superior efficacy compared to either Bic-sol or TMZ as monotherapies (p = 0.00706 and p = 0.0184, respectively). In the ZH-161 GIC mouse model, the group treated with 8 mg/kg Bic-sol as monotherapy had a significantly longer lifespan than the groups treated with TMZ or the vehicle (p < 0.001). Our study demonstrated the efficacy of androgen receptor antagonists in extending the lifespan of mice with intracranial human glioblastoma, suggesting a promising approach to enhance patient outcomes in the fight against this challenging disease.


Subject(s)
Anilides , Benzamides , Glioblastoma , Nitriles , Phenylthiohydantoin , Tosyl Compounds , Humans , Animals , Mice , Glioblastoma/drug therapy , Androgen Receptor Antagonists/pharmacology , Androgen Receptor Antagonists/therapeutic use , Mice, Nude , Temozolomide/pharmacology
3.
Neurooncol Adv ; 3(1): vdab019, 2021.
Article in English | MEDLINE | ID: mdl-33738450

ABSTRACT

BACKGROUND: G lioblastoma (GBM) is associated with poor overall survival. Recently, we showed that androgen receptor (AR) protein is overexpressed in 56% of GBM specimens and AR antagonists induced dose-dependent death in several GBM cell lines and significantly reduced tumor growth and prolonged the lifespan of mice implanted with human GBM. 16ß-18F-fluoro-5α-dihydrotestosterone ([18F]-FDHT) is a positron emission tomography (PET) tracer used to detect AR expression in prostate and breast cancers. This study was aimed at exploring the ability of [18F]-FDHT-PET to detect AR expression in high-grade gliomas. METHODS: Twelve patients with suspected high-grade glioma underwent a regular workup and additional dynamic and static [18F]-FDHT-PET/CT. Visual and quantitative analyses of [18 F]-FDHT kinetics in the tumor and normal brain were performed. Mean and maximum (max) standardized uptake values (SUVs) were determined in selected volumes of interest. The patients had surgery or biopsy after PET/CT. AR protein was analyzed in the tumor samples by western blot. Fold change in AR expression was calculated by densitometry analysis. Correlation between imaging and AR protein samples was determined. RESULTS: In six of the 12 patients, [18 F]-FDHT uptake was significantly higher in the tumor than in the normal brain. These patients also had increased AR protein expression within the tumor. Pearson correlation coefficient analysis for the tumor-to-control normal brain uptake ratio in terms of SUVmean versus AR protein expression was positive and significant (R = 0.84; P = .002). CONCLUSION: [18 F]-FDHT-PET/CT could identify increased AR expression in high-grade glioma.

4.
Mult Scler Relat Disord ; 39: 101881, 2020 Apr.
Article in English | MEDLINE | ID: mdl-31835207

ABSTRACT

BACKGROUND: Neuromyelitis-optica (NMO) and multiple-sclerosis (MS) are inflammatory- demyelinating-diseases of the central-nervous-system (CNS). In a previous study, we identified 17 miRNAs that were significantly upregulated in the peripheral blood of patients with NMO, relative to healthy controls (HCs). Target gene analysis have demonstrated that QKI is targeted by 70% of the upregulated miRNAs. QKI gene encodes for a RNA-binding-protein that plays a central role in myelination. QKI variants 5, 6, 7 (QKI-V5, QKI-V6, QKI-V7) are generated via alternative splicing. Given the role played by QKI in myelination we aimed to study the expression levels of QKI variants in the circulation of patients with NMO and MS and in the circulation and brain tissue of mice-model to CNS-inflammatory-demyelinating-disease. METHODS: RNA and protein expression levels of QKI variants QKI-V5, QKI-V6 and QKI-V7 were determined in the blood of patients with NMO (n = 23) or MS (n = 13). The effect of sera from patients on the expression of QKI in normal peripheral-blood-mononuclear-cells (PBMCs) or glial cells was explored. The mog-experimental-autoimmune-encephalomyelitis (EAE) mouse model was used to study the correlation between the changes in the expression levels of QKI in the blood to those in the brain. RESULTS: RNA and protein expression of QKI-V5 was decreased in the peripheral blood of patients with NMO and multiple-sclerosis. Incubation of normal peripheral-blood-mononuclear-cells or glial cells with sera of patients significantly reduced the expression of QKI-V5. The blood and brain of EAE mice exhibited a corresponding decrease in QKI-V5 expression. CONCLUSION: The downregulation in the expression of QKI-V5 in the blood of patients with CNS-inflammatory-demyelinating-diseases and in the brain and blood of EAE mice is likely caused by a circulating factor and might promote re-myelination by regulation of myelin-associated genes. KEY WORDS: QKI variants, Multiple sclerosis (MS), Neuromyelitis optica (NMO), Astrocytes, Demyelination.

5.
Front Immunol ; 10: 835, 2019.
Article in English | MEDLINE | ID: mdl-31134049

ABSTRACT

Background: The clinical course of multiple sclerosis ranges from benign with little disease progression and minimal disability, to severe disease requiring intensive medical treatment. There are no reliable circulating biomarkers for predicting disease outcome. Co-inhibitory receptors regulate the termination of effective immune responses to infections while limiting autoimmunity and/or immunopathology. Based on this, we studied the potential of circulating co-inhibitory receptor levels as predictive biomarkers of multiple sclerosis outcome. Methods: Co-inhibitory receptor [TIGIT (T cell immunoreceptor with Ig and ITIM domains), TIM-3 (T-cell immunoglobulin and mucin domain-containing 3), LAG-3 (lymphocyte activation gene 3), PD-1 (programmed cell death 1), CTLA-4 (cytotoxic T-lymphocyte-associated protein 4)] expression levels in peripheral blood mononuclear cells (PBMCs) were measured using reverse transcription-PCR in 19 healthy controls and 57 patients with untreated multiple sclerosis. All patients were evaluated for disease outcome and paraclinical measures during the following 9-10 years [progression index, Expanded Disability Status Scale (EDSS) score, number of relapses, number of disease modifying therapies (DMTs), baseline brain magnetic resonance imaging T2 lesion volume, and oligoclonal bands (OCBs)]. Results: Patients had significantly lower TIGIT and LAG-3 levels than the controls (P < 0.02 and P < 0.04, respectively). TIM-3 levels were significantly lower in patients with high vs. low disability index and in patients with SPMS diagnosis compared to patients who remained in the relapsing stage of the disease at final visit (both, P < 0.02). LAG-3 levels were significantly higher in patients with low disability index vs. non-low disability index multiple sclerosis (P < 0.05). TIM-3 and LAG-3 expression levels correlated significantly with 1-year progression index (r2 = 0.076, P < 0.05; 0.087, P < 0.04, respectively) and EDSS score at final visit (r2 = 0.31, P < 0.04; 0.320.088, P < 0.04, respectively). Lower LAG-3 levels were associated with higher DMT switching (r2 = 0.67, P < 0.05). Compared to the paraclinical and clinical parameters alone, the combined data of the baseline co-inhibitory receptor expression levels and the paraclinical and clinical parameters were superior for predicting the patients that would progress to secondary progressive multiple sclerosis (SPMS). Interpretation: This is an initial exploration of the utility of CTLA-4, PD-1, TIM-3, LAG-3, and TIGIT expression levels as prognostic indicators in untreated, recently diagnosed multiple sclerosis. Our results support the value of decreased PBMC expression levels of TIM-3 and LAG-3 at diagnosis as an unfavorable prognostic factor, which is to be confirmed in further studies.


Subject(s)
Antigens, CD/blood , CTLA-4 Antigen/blood , Hepatitis A Virus Cellular Receptor 2/blood , Multiple Sclerosis/blood , Receptors, Immunologic/blood , Adult , Antigens, CD/immunology , Biomarkers/blood , CTLA-4 Antigen/immunology , Female , Follow-Up Studies , Hepatitis A Virus Cellular Receptor 2/immunology , Humans , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/metabolism , Leukocytes, Mononuclear/pathology , Male , Middle Aged , Multiple Sclerosis/diagnosis , Prognosis , Receptors, Immunologic/immunology , Lymphocyte Activation Gene 3 Protein
6.
Oncotarget ; 9(28): 19980-19993, 2018 Apr 13.
Article in English | MEDLINE | ID: mdl-29731997

ABSTRACT

The median survival time of patients with glioblastoma is still poor (14.6 month), partly due to a lack of effective treatment. We have observed that androgen receptor (AR) is amplified in glioblastomas at the DNA, RNA and protein levels. The AR gene was amplified in 27% of glioblastoma specimens from men (n=22) and of 38.2% from women (n=21). AR-RNA was overexpressed (>2.5 fold) in 93% (n=30), and AR-protein was induced (>two fold) in 56% of the glioblastomas samples (n=16). Thirty percent of the glioblastomas (n=21) also expressed a constitutively active AR-splice-variant (AR-V7/AR3) lacking the Ligand-Binding-Domain. Following these findings, we examined the effect of pharmacological inhibition of androgen receptor in vitro and in vivo, as well as of genetic silencing of the receptor in glioblastoma cell lines. AR antagonists, induced concentration-dependent death in three glioblastoma cell lines, as well as in two glioma initiating cell lines. Silencing of AR expression by siRNA induced cell death in the three tested glioblastoma cell lines. Enzalutamide given orally to nude mice bearing subcutaneous human glioma xenografts resulted in a 72% reduction in tumor volume (p=0.0027). The presence of AR-V7/AR3 in glioblastoma, together with the present data showing that genetic silencing of the full length AR in cell lines and pharmacological inhibition of AR, induce GBM cell death in vivo and in vitro, point to the important role of AR in GBM survival and render a potential therapeutic target for this devastating disease.

7.
J Neurooncol ; 130(3): 413-422, 2016 12.
Article in English | MEDLINE | ID: mdl-27573219

ABSTRACT

The 54 microRNAs (miRNAs) within the DLK-DIO3 genomic region on chromosome 14q32.31 (cluster-14-miRNAs) are organized into sub-clusters 14A and 14B. These miRNAs are downregulated in glioblastomas and might have a tumor suppressive role. Any association between the expression levels of cluster-14-miRNAs with overall survival (OS) is undetermined. We randomly selected miR-433, belonging to sub-cluster 14A and miR-323a-3p and miR-369-3p, belonging to sub-cluster 14B, and assessed their role in glioblastomas in vitro and in vivo. We also determined the expression level of cluster-14-miRNAs in 27 patients with newly diagnosed glioblastoma, and analyzed the association between their level of expression and OS. Overexpression of miR-323a-3p and miR-369-3p, but not miR-433, in glioblastoma cells inhibited their proliferation and migration in vitro. Mice implanted with glioblastoma cells overexpressing miR323a-3p and miR369-3p, but not miR433, exhibited prolonged survival compared to controls (P = .003). Bioinformatics analysis identified 13 putative target genes of cluster-14-miRNAs, and real-time RT-PCR validated these findings. Pathway analysis of the putative target genes identified neuregulin as the most enriched pathway. The expression level of cluster-14-miRNAs correlated with patients' OS. The median OS was 8.5 months for patients with low expression levels and 52.7 months for patients with high expression levels (HR 0.34; 95 % CI 0.12-0.59, P = .003). The expression level of cluster-14-miRNAs correlates directly with OS, suggesting a role for this cluster in promoting aggressive behavior of glioblastoma, possibly through ErBb/neuregulin signaling.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/mortality , Chromosomes, Human, Pair 14 , Glioblastoma/genetics , Glioblastoma/mortality , MicroRNAs/genetics , Adult , Aged , Animals , Brain/metabolism , Brain Neoplasms/pathology , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation/genetics , Cohort Studies , Computational Biology , Disease Models, Animal , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/genetics , Glioblastoma/pathology , HEK293 Cells , Humans , Male , Mice , Mice, Inbred C57BL , Middle Aged , Neoplasm Invasiveness , Neoplasm Recurrence, Local , Survival Analysis , Transfection
8.
J Neuroinflammation ; 13(1): 179, 2016 07 08.
Article in English | MEDLINE | ID: mdl-27393339

ABSTRACT

BACKGROUND: Neuromyelitis optica (NMO) is a chronic autoimmune disease of the central nervous system (CNS). The main immunological feature of the disease is the presence of autoantibodies to Aquaporin 4 (AQP4+), identified in about 82 % of cases. Currently, there are no reliable biomarkers for monitoring treatment response in patients with NMO. In an effort to identify biomarkers, we analyzed microRNAs (miRNAs) in the blood of rituximab-treated NMO patients before and after therapy. METHODS: Total RNA extracted from whole blood of nine rituximab-responsive NMO patients before and 6 months following treatment was subjected to small RNAseq analysis. The study included an additional group of seven untreated AQP4+ seropositive NMO patients and 15 healthy controls (HCs). RESULTS: Fourteen miRNAs were up regulated and 32 were downregulated significantly in the blood of NMO patients following effective therapy with rituximab (all p < 0.05). Furthermore, we show that expression of 17 miRNAs was significantly higher and of 25 miRNAs was significantly lower in untreated NMO patients compared with HCs (all p < 0.05). Following rituximab treatment, the expression levels of 10 of the 17 miRNAs that show increased expression in NMO reverted to the levels seen in HCs. Six of these "normalized" miRNAs are known as brain-specific/enriched miRNAs. CONCLUSIONS: Specific miRNA signatures in whole blood of patients with NMO might serve as biomarkers for therapy response. Furthermore, monitoring the levels of brain-specific/enriched miRNAs in the blood might reflect the degree of disease activity in the CNS of inflammatory demyelinating disorders.


Subject(s)
MicroRNAs/blood , Neuromyelitis Optica/blood , Neuromyelitis Optica/drug therapy , Rituximab/therapeutic use , Adult , Biomarkers/blood , Cohort Studies , Humans , Immunologic Factors/therapeutic use , Magnetic Resonance Imaging , Middle Aged , Neuromyelitis Optica/diagnostic imaging
9.
J Neurosurg ; 125(4): 1008-1015, 2016 10.
Article in English | MEDLINE | ID: mdl-26799295

ABSTRACT

OBJECTIVE Bevacizumab is an antiangiogenic agent under investigation for use in patients with high-grade glioma. It produces a high rate of radiological response; however, this response should be interpreted with caution because it may reflect normalization of the tumor vasculature and not necessarily a true antitumor effect. The authors previously demonstrated that 4 hypoxia-mediated microRNAs (miRNA)-miR-210, miR-21, miR-10b, and miR-196b-are upregulated in glioma as compared with normal brain tissue. The authors hypothesized that the regulation and expression of these miRNAs would be altered in response to bevacizumab treatment. The object of this study was to perform longitudinal monitoring of circulating miRNA levels in patients undergoing bevacizumab treatment and to correlate it with tumor response. METHODS A total of 120 serum samples from 28 patients with high-grade glioma were prospectively collected prior to bevacizumab (n = 15) or temozolomide (TMZ; n = 13) treatment and then longitudinally during treatment. Quantification of the 4 miRNAs was evaluated by real-time polymerase chain reaction using total RNA extracted from the serum. At each time point, tumor response was assessed by Response Assessment in Neuro-Oncology criteria and by performing MRI using fluid attenuated inversion recovery (FLAIR) and contrast-enhanced images. RESULTS As compared with pretreatment levels, high levels of miR-10b and miR-21 were observed in the majority of patients throughout the bevacizumab treatment period. miR-10b and miR-21 levels correlated negatively and significantly with changes in enhancing tumor diameters (r = -0.648, p < 0.0001) in the bevacizumab group but not in the TMZ group. FLAIR images and the RANO assessment did not correlate with the sum quantification of these miRNAs in either group. CONCLUSIONS Circulating levels of miR-10b and miR-21 probably reflect the antiangiogenic effect of therapy, but their role as biomarkers for tumor response remains uncertain and requires further investigation.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Bevacizumab/therapeutic use , Brain Neoplasms/blood , Brain Neoplasms/drug therapy , Circulating MicroRNA/blood , Glioma/blood , Glioma/drug therapy , Adult , Aged , Brain Neoplasms/pathology , Female , Glioma/pathology , Humans , Hypoxia , Male , Middle Aged , Neoplasm Grading , Prospective Studies
10.
J Clin Neurosci ; 22(6): 986-9, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25882258

ABSTRACT

Multiple sclerosis (MS) is a demyelinating disorder predominantly affecting young people. Currently, interferon beta (IFNß) is a common treatment for MS. Despite a large effort in recent years, valid biomarkers with predictive value for clinical outcome and response to therapy are lacking. In order to identify predictive biomarkers of response to IFNß therapy in relapsing-remitting MS patients, we analyzed expression of 526 immune-related genes with the nCounter Analysis System (NanoString Technologies, Seattle, WA, USA) on total RNA extracted from peripheral blood mononuclear cells of 30 relapsing-remitting MS patients. We used a Wilcoxon signed-rank test to find an association between certain gene expression profiles and clinical responses to IFNß. We compared the expression profile of patients who responded to IFNß treatment (n=16) and non-responsive IFNß patients (n=14). The analysis revealed that the expression of eight genes could differentiate between responsive and non-responsive men (p⩽0.005). This differentiation was not evident in women. We analyzed results from an additional cohort of 47 treated and untreated patients to validate the results and explore whether this eight gene cluster could also predict treatment response. Analysis of the validation cohort demonstrated that three out of the eight genes remained significant in only the treated men (p⩽0.05). Our findings could be used as a basis for establishing a routine test for objective prediction of IFNß treatment response in male MS patients.


Subject(s)
Drug Resistance/genetics , Immunologic Factors/therapeutic use , Interferon-beta/therapeutic use , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Multiple Sclerosis, Relapsing-Remitting/genetics , Adult , Female , Humans , Male , Middle Aged , Sex Factors , Transcriptome
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