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1.
Int J Mol Sci ; 23(24)2022 Dec 14.
Article in English | MEDLINE | ID: mdl-36555518

ABSTRACT

Most glioblastoma studies incorporate the layer of tumor molecular subtype based on the four-subtype classification system proposed in 2010. Nevertheless, there is no universally recognized and convenient tool for glioblastoma molecular subtyping, and each study applies a different set of markers and/or approaches that cause inconsistencies in data comparability and reproducibility between studies. Thus, this study aimed to create an applicable user-friendly tool for glioblastoma classification, with high accuracy, while using a significantly smaller number of variables. The study incorporated a TCGA microarray, sequencing datasets, and an independent cohort of 56 glioblastomas (LUHS cohort). The models were constructed by applying the Agilent G4502 dataset, and they were tested using the Affymetrix HG-U133a and Illumina Hiseq cohorts, as well as the LUHS cases. Two classification models were constructed by applying a logistic regression classification algorithm, based on the mRNA levels of twenty selected genes. The classifiers were translated to a RT-qPCR assay and validated in an independent cohort of 56 glioblastomas. The classification accuracy of the 20-gene and 5-gene classifiers varied between 90.7-91% and 85.9-87.7%, respectively. With this work, we propose a cost-efficient three-class (classical, mesenchymal, and proneural) tool for glioblastoma molecular classification based on the mRNA analysis of only 5-20 genes, and we provide the basic information for classification performance starting from the wet-lab stage. We hope that the proposed classification tool will enable data comparability between different research groups.


Subject(s)
Brain Neoplasms , Glioblastoma , Humans , Glioblastoma/genetics , Glioblastoma/pathology , Brain Neoplasms/pathology , RNA, Messenger/genetics , Reproducibility of Results , Microarray Analysis , Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic , Gene Expression Profiling
2.
Brain Sci ; 10(11)2020 Nov 19.
Article in English | MEDLINE | ID: mdl-33227903

ABSTRACT

Gliomas account for approximately 70% of primary brain tumors in adults. Of all gliomas, grade IV astrocytoma, also called glioblastoma, has the poorest overall survival, with <5% of patients surviving five years after diagnosis. Due to the aggressiveness, lethal nature, and impaired surgical accessibility of the tumor, early diagnosis of the tumor and, in addition, prediction of the patient's survival time are important. We hypothesize that combining the protein level values of highly recognizable glioblastoma serum biomarkers could help to achieve higher specificity and sensitivity in predicting glioma patient outcome as compared to single markers. The aim of this study was to select the most promising astrocytoma patient overall survival prediction variables from five secretory proteins-glial fibrillary acidic protein (GFAP), matrix metalloproteinase-2 (MMP-2), chitinase 3-like 1 (CHI3L1), osteopontin (OPN), and amphiregulin (AREG)-combining them with routinely used tumor markers to create a Patient Survival Score calculation tool. The study group consisted of 70 astrocytoma patients and 31 healthy controls. We demonstrated that integrating serum CHI3L1 and OPN protein level values and tumor isocitrate dehydrogenase 1 IDH1 mutational status into one parameter could predict low-grade astrocytoma patients' two-year survival with 93.8% accuracy.

3.
Int J Mol Sci ; 20(22)2019 Nov 12.
Article in English | MEDLINE | ID: mdl-31726800

ABSTRACT

Sema3C protein, a member of the class 3 family of secreted semaphorins, play an important role in tumor development by regulating cell proliferation, migration, invasion, and angiogenesis processes. Depending on the type and malignancy grade of the tumor, Sema3C function remains controversial. In this study, we constructed a stably overexpressing Sema3C glioblastoma cell line U87 MG and tested it on the chicken embryo chorioallantoic membrane (CAM) model with the aim to reveal Sema3C protein function on angiogenesis process in ovo. Our experiments showed that Sema3C not only affects angiogenesis of CAM by inhibiting neovascularization but also acts as an anti-tumorigenic molecule by hampering U87 MG cell invasion into mesenchyme. The effects of Sema3C on CAM were similar to the effects of anti-epileptic drug sodium valproate (NaVP). Both, anti-angiogenic and anti-tumorigenic activities of Sema3C were enhanced by the treatment of NaVP and, importantly, were not attributed to the cytotoxic effects. Our studies suggest that Sema3C could be a promising target for glioblastoma treatment.


Subject(s)
Glioblastoma/metabolism , Neoplasms, Experimental/metabolism , Neovascularization, Pathologic/metabolism , Semaphorins/metabolism , Tumor Suppressor Proteins/metabolism , Animals , Cell Line, Tumor , Chick Embryo , Chorioallantoic Membrane/metabolism , Chorioallantoic Membrane/pathology , Glioblastoma/drug therapy , Glioblastoma/genetics , Glioblastoma/pathology , Humans , Neoplasm Invasiveness , Neoplasms, Experimental/drug therapy , Neoplasms, Experimental/genetics , Neoplasms, Experimental/pathology , Neovascularization, Pathologic/drug therapy , Neovascularization, Pathologic/genetics , Neovascularization, Pathologic/pathology , Semaphorins/genetics , Tumor Suppressor Proteins/genetics , Valproic Acid/pharmacology
4.
J Cancer ; 10(6): 1479-1488, 2019.
Article in English | MEDLINE | ID: mdl-31031857

ABSTRACT

Background: Amphiregulin (AREG) is one of the ligands of the epidermal growth factor receptor which levels was shown to have a tight coherence with various types of cancer. AREG was also designated to be a promising marker for several types of cancer however precious little data about AREG role in the most frequent and generally lethal human brain tumours - astrocytomas reported up to date. The aim of the study was to investigate how AREG changes at epigenetic and expression levels reflect on astrocytoma malignancy and patient outcome. Methods: In total 205 low and high grade astrocytoma samples (15 pilocytic astrocytomas, 56 diffuse astrocytomas, 32 anaplastic astrocytomas and 102 glioblastomas) were used for target mRNA, protein expression and DNA methylation analysis applying qRT-PCR, Western-Blot and MS-PCR assays, respectively. Results: Present research revealed that AREG expression level and methylation in cancer tissue is dependent on the grade of astrocytoma. GBM tissue disclosed elevated AREG mRNA expression but reduced AREG protein level as compared to grade II and grade III astrocytomas (p<0.001). Increased methylation frequency was also more abundant in GBM (74%) than grade I, II and III astrocytomas (25%, 34%, and 36%, respectively). The survival analysis revealed relevant differences in patient overall survival between AREG methylation, mRNA and protein expression groups. Kaplan-Meier analysis encompassing only malignant tumours showed similar results indicating that AREG is associated with astrocytoma patient survival independently from astrocytoma grade. Conclusions: Current findings demonstrate that AREG appearance is associated with patient survival as well as astrocytomas malignancy indicating its influence on tumour progression and suggest its applicability as a promising marker.

5.
Oncol Lett ; 12(5): 3305-3311, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27899997

ABSTRACT

Astrocytomas are one of the most common brain tumours; however, the current methods used to characterize these tumours are inadequate. The establishment of molecular markers may identify variables required to improve tumour characterization and subtyping, and may aid to specify targets for improved treatment with essential prognostic value for patient survival. One such candidate is testin (TES), which was reported to have prognostic value for glioblastoma patients. However, the role of TES protein in gliomagenesis is currently unknown. In the present study, the methylation status of the TES promoter was investigated in post-operative astrocytoma tumours of different malignancy grade, and its association with the survival of astrocytoma patients was evaluated. In addition, the expression of TES protein was investigated in the same set of astrocytoma tumours tissue, and the association of protein expression with glioma patients survival was evaluated. The methylation status of TES was assessed by methylation-specific polymerase chain reaction in 138 different grade astrocytoma samples. Western blot analysis was used to characterize the expression pattern of TES in 86 different grade astrocytoma specimens: 13 of pathological grade I, 31 of pathological grade II, 17 of pathological grade III and 25 of pathological grade IV (glioblastoma). Statistical analyses were conducted to investigate the association between tumour molecular pattern, patient clinical variables and overall survival. The methylation analysis of the TES promoter exhibited a distinct profile between astrocytomas of different malignancy grade (P<0.001). Furthermore, gene promoter methylation was significantly associated with patients' age, survival and pathological grade (P<0.001). The protein expression level of TES was significantly lower in glioblastoma (grade IV astrocytoma) than in lower grade (II-III) astrocytoma tissue (P=0.028 and P=0.04, respectively). Additionally, short overall survival of patients was markedly associated with low TES protein expression (P=0.007). However, no association between TES methylation and TES protein expression was noticed. The present study demonstrated that decreased expression of TES may be important in tumour progression and prognosis in human astrocytomas. TES may be a useful marker for predicting the clinical outcome of astrocytoma patients.

6.
Diagn Pathol ; 10: 58, 2015 Jun 02.
Article in English | MEDLINE | ID: mdl-26032848

ABSTRACT

BACKGROUND: Malignant gliomas are characterized by the tendency of cancerous glial cells to infiltrate into normal brain tissue, thereby complicating targeted treatment of this type of cancer. Recent studies suggested involvement of Sema3C (semaphorin 3C) protein in tumorigenesis and metastasis in a number of cancers. The role of Sema3C in gliomagenesis is currently unclear. In this study, we investigated how expression levels of Sema3C in post-operative glioma tumors are associated with the malignancy grade and the survival of the patient. FINDINGS: Western blot analysis was used for detection of Sema3C protein levels in 84 different grade glioma samples: 12 grade I astrocytomas, 30 grade II astrocytomas, 17 grade III astrocytomas, and 25 grade IV astrocytomas (glioblastomas). Sema3C mRNA levels in gliomas were analysed by real-time PCR. Several statistical methods have been used to investigate associations between Sema3C protein and mRNA levels and clinical variables and survival outcome. The results demonstrated that protein levels of Sema3C were markedly increased in glioblastomas compared to grade I-III astrocytoma tissues and were significantly associated with the shorter overall survival of patients. High accumulation of Sema3C positively associated with the age of patients and pathological grade, but did not correlate with patient's gender. Sema3C mRNA levels showed no association with either grade of glioma or patient survival. CONCLUSIONS: The data presented in this work suggest that the increased levels of Sema3C protein may be associated with the progression of glioma tumor and has a potential as a prognostic marker for outcome of glioma patients. VIRTUAL SLIDES: The virtual slide(s) for this article can be found here: http://www.diagnosticpathology.diagnomx.eu/vs/1564066714158642.


Subject(s)
Biomarkers, Tumor/analysis , Brain Neoplasms/chemistry , Glioma/chemistry , Semaphorins/analysis , Biomarkers, Tumor/genetics , Blotting, Western , Brain Neoplasms/genetics , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Brain Neoplasms/surgery , Disease Progression , Female , Glioma/genetics , Glioma/mortality , Glioma/pathology , Glioma/surgery , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm Grading , Predictive Value of Tests , Proportional Hazards Models , RNA, Messenger/analysis , Real-Time Polymerase Chain Reaction , Risk Factors , Semaphorins/genetics , Treatment Outcome , Up-Regulation
7.
J Cancer ; 5(6): 446-56, 2014.
Article in English | MEDLINE | ID: mdl-24847385

ABSTRACT

AIMS: NDRG2 (N-myc downstream regulated gene 2) gene is involved in important biological processes: cell differentiation, growth and apoptosis. Several molecular studies have shown NDRG2 as a promising diagnostic marker involved in brain tumor pathology. The aim of the study was to investigate how changes in epigenetic modification and activity of NDRG2 reflect on glioma malignancy and patient outcome. METHODS: 137 different malignancy grade gliomas were used as the study material: 14 pilocytic astrocytomas grade I, 45 diffuse astrocytomas grade II, 29 anaplastic astrocytomas grade III, and 49 grade IV astrocytomas (glioblastomas). Promoter methylation analysis has been carried out by using methylation-specific PCR, whereas RT-PCR and Western-blot analyses were used to measure NDRG2 expression levels. RESULTS: We demonstrated that NDRG2 gene methylation frequency increased whereas expression at both mRNA and protein levels markedly decreased in glioblastoma specimens compared to the lower grade astrocytomas. NDRG2 transcript and protein levels did not correlate with the promoter methylation state, suggesting the presence of alternative regulatory gene expression mechanisms that may operate in a tissue-specific manner in gliomas. Kaplan-Meier analyses revealed significant differences in survival time in gliomas stratified by NDRG2 methylation status and mRNA and protein expression levels. CONCLUSIONS: Our findings highlight the usefulness of combining epigenetic data to gene expression patterns at mRNA and protein level in tumor biomarker studies, and suggest that NDRG2 downregulation might bear influence on glioma tumor progression while being associated with higher malignancy grade.

8.
Diagn Pathol ; 8: 7, 2013 Jan 15.
Article in English | MEDLINE | ID: mdl-23320456

ABSTRACT

BACKGROUND: Epigenetic silencing of tumor suppressor genes plays important role in gliomagenesis. Recently, GATA4 and DcR1 were suggested to be a tumor suppressor genes involved in tumorigenesis in various types of human cancers. However, up to now the methylation frequency of GATA4 and DcR1 genes has not been determined in glioblastoma. In this study, we investigated methylation of GATA4 and DcR1 promoters and their association with patient prognosis in glioblastoma. METHODS: Methylation status of GATA4 and DcR1 promoters was investigated by methylation specific PCR in 99 glioblastoma patients. Statistical analyses were conducted to investigate the association between clinical variables and overall survival time. RESULTS: GATA4 and DcR1 were aberrantly methylated in 23.2% and 27.6% of glioblastoma tumors, but not in normal brain. GATA4 promoter hypermethylation showed significant association with patients age (p = 0.027). Relationship between genes promoter methylation and glioblastoma patient survival was not determined. CONCLUSIONS: The present work demonstrated that GATA4 and DcR1 promoter hypermethylation is tumor specific event in glioblastoma but they promoter methylation cannot be considered as a prognostic marker of glioblastoma survival. VIRTUAL SLIDES: The virtual slide(s) for this article can be found here: http://www.diagnosticpathology.diagnomx.eu/vs/1381170351801852.


Subject(s)
Brain Neoplasms/genetics , DNA Methylation , GATA4 Transcription Factor/genetics , Glioblastoma/genetics , Tumor Necrosis Factor Decoy Receptors/genetics , Age Factors , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Case-Control Studies , Female , GPI-Linked Proteins/genetics , Genes, Tumor Suppressor , Genetic Predisposition to Disease , Glioblastoma/mortality , Glioblastoma/pathology , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Polymerase Chain Reaction , Prognosis , Promoter Regions, Genetic , Receptors, Tumor Necrosis Factor, Member 10c , Risk Factors , Time Factors
9.
Medicina (Kaunas) ; 48(7): 345-9, 2012.
Article in English | MEDLINE | ID: mdl-23032906

ABSTRACT

BACKGROUND AND OBJECTIVE: The epigenetic silencing of tumor suppressor genes plays an important role in gliomagenesis. Recently, tissue factor pathway inhibitor 2 (TFPI-2) has been suggested as a tumor suppressor gene involved in tumorigenesis and metastasis in some cancers. However, to date, little is known about the methylation status of TFPI-2 gene in glioblastoma tissues. In this study, we aimed to investigate the methylation status of TFPI-2 promoter and its associations with patient prognosis in glioblastoma. MATERIAL AND METHODS: The methylation status of TFPI-2 was investigated by methylation-specific polymerase chain reaction in 99 glioblastoma patients. The associations between patients' clinical variables and overall survival time were assessed. RESULTS. TFPI-2 was aberrantly methylated in 22.2% (22/99) of glioblastoma tumors, but was not methylated in normal brain samples. The survival of patients with glioblastoma differed significantly between the methylated and unmethylated TFPI-2 groups (P=0.047). The 2-year survival among patients carrying methylated TFPI-2 tumors was significantly lower compared with that of patients with unmethylated TFPI-2 (27% versus 4.7%, P=0.037). CONCLUSIONS: The present work demonstrated that the epigenetic inactivation of TFPI-2 by promoter hypermethylation was a frequent and tumor-specific event in glioblastoma, and TFPI-2 promoter methylation might be considered as a prognostic marker in glioblastoma.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/mortality , DNA Methylation , Epigenesis, Genetic , Glioblastoma/genetics , Glioblastoma/mortality , Glycoproteins/genetics , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Promoter Regions, Genetic , Tumor Cells, Cultured
10.
BMC Cancer ; 12: 218, 2012 Jun 06.
Article in English | MEDLINE | ID: mdl-22672670

ABSTRACT

BACKGROUND: Methylation of promoter region is the major mechanism affecting gene expression in tumors. Recent methylome studies of brain tumors revealed a list of new epigenetically modified genes. Our aim was to study promoter methylation of newly identified epigenetically silenced genes together with already known epigenetic markers and evaluate its separate and concomitant role in glioblastoma genesis and patient outcome. METHODS: The methylation status of MGMT, CD81, GATA6, DR4, and CASP8 in 76 patients with primary glioblastomas was investigated. Methylation-specific PCR reaction was performed using bisulfite treated DNA. Evaluating glioblastoma patient survival time after operation, patient data and gene methylation effect on survival was estimated using survival analysis. RESULTS: The overwhelming majority (97.3%) of tumors were methylated in at least one of five genes tested. In glioblastoma specimens gene methylation was observed as follows: MGMT in 51.3%, GATA6 in 68.4%, CD81 in 46.1%, DR4 in 41.3% and CASP8 in 56.8% of tumors. Methylation of MGMT was associated with younger patient age (p < 0.05), while CASP8 with older (p < 0.01). MGMT methylation was significantly more frequent event in patient group who survived longer than 36 months after operation (p < 0.05), while methylation of CASP8 was more frequent in patients who survived shorter than 36 months (p < 0.05). Cox regression analysis showed patient age, treatment, MGMT, GATA6 and CASP8 as independent predictors for glioblastoma patient outcome (p < 0.05). MGMT and GATA6 were independent predictors for patient survival in younger patients' group, while there were no significant associations observed in older patients' group when adjusted for therapy. CONCLUSIONS: High methylation frequency of tested genes shows heterogeneity of glioblastoma epigenome and the importance of MGMT, GATA6 and CASP8 genes methylation in glioblastoma patient outcome.


Subject(s)
Caspase 8/genetics , DNA Methylation , DNA Modification Methylases/genetics , DNA Repair Enzymes/genetics , GATA6 Transcription Factor/genetics , Glioblastoma/genetics , Promoter Regions, Genetic , Receptors, TNF-Related Apoptosis-Inducing Ligand/genetics , Tetraspanin 28/genetics , Tumor Suppressor Proteins/genetics , Adult , Aged , Aged, 80 and over , Female , Glioblastoma/mortality , Humans , Male , Middle Aged
11.
Medicina (Kaunas) ; 47(8): 440-5, 2011.
Article in English | MEDLINE | ID: mdl-22123553

ABSTRACT

Primitive neuroectodermal tumors are a group of rare, aggressive, and highly malignant embryonal tumors of unknown etiology of the central and peripheral nervous systems. It is a term for a group of small round cell tumors thought to be derived from fetal neuroectodermal precursor cells. Primitive neuroectodermal tumor is usually described as a tumor of children younger than 15 years and is very rare in adults. The article presents a short literature review and a rare case of a primary primitive neuroectodermal tumor of the central nervous system diagnosed in a 51-year-old woman.


Subject(s)
Brain Neoplasms/diagnosis , Neuroectodermal Tumors, Primitive/diagnosis , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Cyclin-Dependent Kinase Inhibitor p16/genetics , Exons , Female , Gene Deletion , Homozygote , Humans , Magnetic Resonance Imaging , Middle Aged , Neuroectodermal Tumors, Primitive/genetics , Neuroectodermal Tumors, Primitive/pathology , Tumor Suppressor Protein p14ARF/genetics
12.
J Neurooncol ; 102(1): 89-94, 2011 Mar.
Article in English | MEDLINE | ID: mdl-20607352

ABSTRACT

Approximately 30% of all primary CNS tumors are meningiomas. Depending on histological type, meningiomas can recur as follows: benign--with five-year recurrence of 5%, atypical--recurrence approximately 40%, and anaplastic with recurrence of 50-80%. In an attempt to understand the molecular mechanism of meningioma recurrence we investigated the N-Myc downstream-regulated gene 2 (NDRG2), which has recently been described as important in suppressing cellular carcinogenesis in different types of cancer. The objective of the study was to investigate NDRG2 gene expression at the mRNA level in primary and recurrent meningiomas as a potential marker of tumor aggressiveness, malignancy, and recurrence. Primary and recurrent meningiomas of WHO grades I, II, and III from 35 patients operated on between 2005 and 2008 year at the Department of Neurosurgery of Kaunas Medical University Hospital (Lithuania) were studied. Using the qRT-PCR method we measured NDRG2 gene expression at the mRNA level in primary (n = 24) and recurrent (n = 11) meningiomas. Statistically significant differences in NDRG2 gene expression level were observed between primary and recurrent meningioma groups (P < 0.05) and between benign (WHO grade I) and atypical (WHO grade II) meningiomas (P < 0.05). No statistically significant differences were observed (P > 0.05) among histological subtypes of benign (WHO grade I) meningiomas: fibrous, meningothelial, and transitional. In accordance with our results, reduction of NDRG2 gene expression at the mRNA level could help to explain malignant progression and predisposition to recurrence in meningiomas.


Subject(s)
Biomarkers, Tumor/genetics , Meningeal Neoplasms/genetics , Meningioma/genetics , Neoplasm Recurrence, Local/genetics , Tumor Suppressor Proteins/genetics , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/metabolism , Disease Progression , Female , Humans , Male , Meningeal Neoplasms/metabolism , Meningioma/metabolism , Middle Aged , Neoplasm Recurrence, Local/metabolism , Neoplasm Staging , Prognosis , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction , Survival Rate , Tumor Suppressor Proteins/metabolism
13.
Medicina (Kaunas) ; 45(3): 221-5, 2009.
Article in English | MEDLINE | ID: mdl-19357452

ABSTRACT

Thermography is a relatively new contact-free method used in experimental and clinical studies and in cardiovascular surgery to investigate the myocardium and coronary artery function. Objects of complex study included mongrel dogs and patients with coronary artery disease who underwent cardiac surgery. For active dynamic thermography, we used a thermovision camera "A20V" (FLIR Systems, USA). Our data indicate that both experimental and clinical study performed on beating hearts could be an important approach to interoperation inspection of autovenous graft function. An infrared camera also can be successfully used to determine the extent of ischemic damage to the myocardium, heart, and blood vessels during surgery as a significant prognostic tool for evaluating outcome after cardiac operation.


Subject(s)
Body Temperature , Cardiac Surgical Procedures , Coronary Artery Bypass , Coronary Vessels/surgery , Myocardial Ischemia/diagnosis , Thermography , Animals , Cardiopulmonary Bypass , Coronary Artery Bypass/methods , Dogs , Female , Heart Arrest, Induced , Humans , Ligation , Male , Prognosis , Transplantation, Autologous , Treatment Outcome , Veins/transplantation
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