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1.
BMC Neurol ; 24(1): 260, 2024 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-39061000

RESUMO

BACKGROUND: We aimed to investigate whether the HALP score was a predictor of survival in patients with Glioblastoma (GBM). METHODS: A total of 84 Glioblastoma (GBM) patients followed in our clinic were included in the study. HALP scores were calculated using the preoperative hemoglobin, albumin, lymphocyte and platelet results of the patients. For the HALP score, a cut-off value was found by examining the area below the receiver operating characteristic (ROC) curve. Patients were divided into two groups as low and high according to this cut-off value. The relationships among the clinical, dermographic and laboratory parameters of the patients were examined using these two groups. RESULTS: Median OS, PFS, HALP score, NLR, PLR were 15 months (1.0-78.0), 8 months (1.0-66.0), 37.39 ± 23.84 (min 6.00-max 132.31), 4.14, 145.07 respectively. A statistically significant correlation was found between HALP score and OS, PFS, NLR, PLR, ECOG-PS status using Spearman's rho test (p = 0.001, p < 0.001, p < 0.001, p < 0.001, p = 0.026 respectively). For the HALP score, a cut-off value of = 37.39 (AUC = 0.698, 95% CI, p < 0.002) was found using ROC analysis. Median OS was 12 (6.99-17.01) months in the low HALP group and 21 (11.37-30.63) months in the high HALP group (p = 0.117). NLR and PLR were significantly lower in the HALP high group (p < 0.001, p < 0.001 respectively). The ratio of receiving treatment was significantly higher in the high HALP group (p < 0.05). In Multivariate analysis, significant results were found for treatment status and ECOG-PS status (p < 0.001, p = 0.038 respectively). CONCLUSIONS: The HALP score measured at the beginning of treatment seems to have predictive importance in the prognosis of GBM patients. A HALP score of > 37.39 was associated with prolonged survival in high-grade brain tumors.


Assuntos
Plaquetas , Neoplasias Encefálicas , Glioblastoma , Hemoglobinas , Linfócitos , Humanos , Glioblastoma/mortalidade , Glioblastoma/sangue , Glioblastoma/diagnóstico , Masculino , Feminino , Pessoa de Meia-Idade , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/diagnóstico , Adulto , Linfócitos/patologia , Idoso , Hemoglobinas/análise , Prognóstico , Estudos Retrospectivos , Albumina Sérica/análise , Adulto Jovem , Contagem de Plaquetas/métodos
2.
Int J Mol Sci ; 25(14)2024 Jul 21.
Artigo em Inglês | MEDLINE | ID: mdl-39063215

RESUMO

Gliomas, particularly glioblastoma (GBM), represent the most prevalent and aggressive tumors of the central nervous system (CNS). Despite recent treatment advancements, patient survival rates remain low. The diagnosis of GBM traditionally relies on neuroimaging methods such as magnetic resonance imaging (MRI) or computed tomography (CT) scans and postoperative confirmation via histopathological and molecular analysis. Imaging techniques struggle to differentiate between tumor progression and treatment-related changes, leading to potential misinterpretation and treatment delays. Similarly, tissue biopsies, while informative, are invasive and not suitable for monitoring ongoing treatments. These challenges have led to the emergence of liquid biopsy, particularly through blood samples, as a promising alternative for GBM diagnosis and monitoring. Presently, blood and cerebrospinal fluid (CSF) sampling offers a minimally invasive means of obtaining tumor-related information to guide therapy. The idea that blood or any biofluid tests can be used to screen many cancer types has huge potential. Tumors release various components into the bloodstream or other biofluids, including cell-free nucleic acids such as microRNAs (miRNAs), circulating tumor DNA (ctDNA), circulating tumor cells (CTCs), proteins, extracellular vesicles (EVs) or exosomes, metabolites, and other factors. These factors have been shown to cross the blood-brain barrier (BBB), presenting an opportunity for the minimally invasive monitoring of GBM as well as for the real-time assessment of distinct genetic, epigenetic, transcriptomic, proteomic, and metabolomic changes associated with brain tumors. Despite their potential, the clinical utility of liquid biopsy-based circulating biomarkers is somewhat constrained by limitations such as the absence of standardized methodologies for blood or CSF collection, analyte extraction, analysis methods, and small cohort sizes. Additionally, tissue biopsies offer more precise insights into tumor morphology and the microenvironment. Therefore, the objective of a liquid biopsy should be to complement and enhance the diagnostic accuracy and monitoring of GBM patients by providing additional information alongside traditional tissue biopsies. Moreover, utilizing a combination of diverse biomarker types may enhance clinical effectiveness compared to solely relying on one biomarker category, potentially improving diagnostic sensitivity and specificity and addressing some of the existing limitations associated with liquid biomarkers for GBM. This review presents an overview of the latest research on circulating biomarkers found in GBM blood or CSF samples, discusses their potential as diagnostic, predictive, and prognostic indicators, and discusses associated challenges and future perspectives.


Assuntos
Biomarcadores Tumorais , Neoplasias Encefálicas , Glioblastoma , Células Neoplásicas Circulantes , Humanos , Glioblastoma/diagnóstico , Glioblastoma/sangue , Glioblastoma/patologia , Biópsia Líquida/métodos , Biomarcadores Tumorais/sangue , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patologia , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/patologia , DNA Tumoral Circulante/sangue , DNA Tumoral Circulante/líquido cefalorraquidiano
3.
Int J Mol Sci ; 25(8)2024 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-38673808

RESUMO

Novel blood-circulating molecules, as potential biomarkers for glioblastoma multiforme (GBM) diagnosis and monitoring, are attracting particular attention due to limitations of imaging modalities and invasive tissue biopsy procedures. This study aims to assess the diagnostic and prognostic values of circulating cell-free DNA (cfDNA) in relation to inflammatory status in GBM patients and to determine the concentration and average size of DNA fragments typical of tumour-derived DNA fractions. Preoperative plasma samples from 40 patients (GBM 65.0 ± 11.3 years) and 40 healthy controls (HC 70.4 ± 5.4 years) were compared. The cfDNA concentrations and lengths were measured using the electrophoresis platform, and inflammatory indices (NLR, PLR, LMR, and SII) were calculated from complete blood cell analysis. More fragmented cfDNA and 4-fold higher 50-700 bp cfDNA concentrations were detected in GBM patients than in healthy controls. The average cfDNA size in the GBM group was significantly longer (median 336 bp) than in the HC group (median 271 bp). Optimal threshold values were 1265 pg/µL for 50-700 bp cfDNA (AUC = 0.857) and 290 bp for average cfDNA size (AUC = 0.814). A Kaplan-Meier survival curves analysis also demonstrated a higher mortality risk in the GBM group with a cut-off >303 bp cfDNA. This study is the first to have revealed glioblastoma association with high levels of cfDNA > 1000 pg/µL of 50-700 bp in length, which can be aggravated by immunoinflammatory reactivity.


Assuntos
Biomarcadores Tumorais , Ácidos Nucleicos Livres , Glioblastoma , Humanos , Glioblastoma/sangue , Glioblastoma/diagnóstico , Glioblastoma/mortalidade , Glioblastoma/genética , Masculino , Feminino , Idoso , Pessoa de Meia-Idade , Prognóstico , Biomarcadores Tumorais/sangue , Ácidos Nucleicos Livres/sangue , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/mortalidade , Estimativa de Kaplan-Meier , Estudos de Casos e Controles , DNA Tumoral Circulante/sangue
4.
Int J Mol Sci ; 25(20)2024 Oct 11.
Artigo em Inglês | MEDLINE | ID: mdl-39456748

RESUMO

Glioblastoma (GBM) is a highly malignant and devastating brain cancer characterized by its ability to rapidly and aggressively grow, infiltrating brain tissue, with nearly universal recurrence after the standard of care (SOC), which comprises maximal safe resection followed by chemoirradiation (CRT). The metabolic triggers leading to the reprogramming of tumor behavior and resistance are an area increasingly studied in relation to the tumor molecular features associated with outcome. There are currently no metabolomic biomarkers for GBM. Studying the metabolomic alterations in GBM patients undergoing CRT could uncover the biochemical pathways involved in tumor response and resistance, leading to the identification of novel biomarkers and the optimization of the treatment response. The feature selection process identifies key factors to improve the model's accuracy and interpretability. This study utilizes a combined feature selection approach, incorporating both Least Absolute Shrinkage and Selection Operator (LASSO) and Minimum Redundancy-Maximum Relevance (mRMR), alongside a rank-based weighting method (i.e., MetaWise) to link metabolomic biomarkers to CRT and the 12-month and 20-month overall survival (OS) status in patients with GBM. Our method shows promising results, reducing feature dimensionality when employed on serum-based large-scale metabolomic datasets (University of Florida) for all our analyses. The proposed method successfully identified a set of eleven serum biomarkers shared among three datasets. The computational results show that the utilized method achieves 96.711%, 92.093%, and 86.910% accuracy rates with 48, 46, and 33 selected features for the CRT, 12-month, and 20-month OS-based metabolomic datasets, respectively. This discovery has implications for developing personalized treatment plans and improving patient outcomes.


Assuntos
Biomarcadores Tumorais , Neoplasias Encefálicas , Glioblastoma , Metaboloma , Glioblastoma/terapia , Glioblastoma/sangue , Glioblastoma/metabolismo , Glioblastoma/mortalidade , Humanos , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/terapia , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/mortalidade , Biomarcadores Tumorais/sangue , Metabolômica/métodos , Resultado do Tratamento
5.
Bratisl Lek Listy ; 125(8): 463-467, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38989745

RESUMO

AIMS: Individuals with a higher De Ritis ratio (aspartate transaminase/alanine transaminase) and neutrophil-to-lymphocyte ratio (NLR) have an inferior survival in varied malignancies. To our knowledge, the prognostic potential of the De Ritis ratio and NLR to predict the survival in nonmetastatic glioblastoma multiforme (GBM) patients remains unclear. In this study, we aimed to explore the prognostic power of the De Ritis ratio and NLR in patients with nonmetastatic glioblastoma multiforme. METHODS: Data of 262 patients with glioblastoma multiforme have been retrospectively analyzed. Their age, gender, tumor characteristics, AST/ALT ratio, NLR and hemogram values, including age at diagnosis and date of diagnosis were recorded. RESULTS: The median survival time of the study group was 21 months (95% CI: 19‒23 months). The first-year and second-year survival rates were 73.0% and 40.5%, respectively. The univariate analysis revealed that the correlation of survival with age, gender, left/right location of tumor, mean platelet volume and De Ritis ratio did not reach the level of significance. The univariate analysis of the prognostic potential of NLR indicated that a 1-unit increase in NLR value translates to a 1.05 times higher risk of death (95% CI: 1.01‒1.09). CONCLUSION: The results of this study lead to the observation that NLR value can serve as an effective prognostic marker in predicting the outcomes of patients with glioblastoma multiforme. It can be positioned as an easily accessible and cost-effective biomarker for establishing appropriate therapeutic strategies (Tab. 2, Fig. 1, Ref. 20).


Assuntos
Neoplasias Encefálicas , Glioblastoma , Linfócitos , Neutrófilos , Humanos , Glioblastoma/sangue , Glioblastoma/mortalidade , Glioblastoma/diagnóstico , Glioblastoma/patologia , Masculino , Feminino , Prognóstico , Pessoa de Meia-Idade , Estudos Retrospectivos , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/diagnóstico , Adulto , Linfócitos/patologia , Idoso , Alanina Transaminase/sangue , Aspartato Aminotransferases/sangue , Taxa de Sobrevida , Contagem de Linfócitos , Contagem de Leucócitos , Adulto Jovem
6.
Cancer Immunol Immunother ; 70(12): 3643-3650, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33956203

RESUMO

PURPOSE: In primary brain tumors, the efficacy of immune-modulating therapies is still under investigation as inflammatory responses are restricted by tight immunoregulatory mechanisms in the central nervous system. Here, we measured soluble PD-L1 (sPD-L1) in the plasma of patients with recurrent glioblastoma (GBM) and recurrent WHO grade II-III glioma treated with bevacizumab-based salvage therapy. METHODS: Thirty patients with recurrent GBM and 10 patients with recurrent WHO grade II-III glioma were treated with bevacizumab-based salvage therapy at the Medical University of Vienna. Prior to each treatment cycle, EDTA plasma was drawn and sPD-L1 was measured applying a sandwich ELISA with a lower detection limit of 0.050 ng/ml. Leukocyte counts and C-reactive protein (CRP) levels were measured according to institutional practice. RESULTS: Median number of sPD-L1 measurements was 6 per patient (range: 2-24). At baseline, no significant difference in sPD-L1 concentrations was observed between WHO grade II-III glioma and GBM. Intra-patient variability of sPD-L1 concentrations was significantly higher in WHO grade II-III glioma than in GBM (p = 0.014) and tendentially higher in IDH-mutant than in IDH-wildtype glioma (p = 0.149) In WHO grade II-III glioma, sPD-L1 levels were significantly lower after one administration of bevacizumab than at baseline (median: 0.039 ng/ml vs. 0.4855 ng/ml, p = 0.036). In contrast, no significant change could be observed in patients with GBM. CONCLUSIONS: Changes in systemic inflammation markers including sPD-L1 are observable in patients with recurrent glioma under bevacizumab-based treatment and differ between WHO grade II-III glioma and GBM.


Assuntos
Antígeno B7-H1/sangue , Bevacizumab/uso terapêutico , Glioma/sangue , Glioma/tratamento farmacológico , Recidiva Local de Neoplasia/sangue , Recidiva Local de Neoplasia/tratamento farmacológico , Adulto , Idoso , Biomarcadores Tumorais/sangue , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/tratamento farmacológico , Feminino , Glioblastoma/sangue , Glioblastoma/tratamento farmacológico , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
7.
BMC Cancer ; 21(1): 285, 2021 Mar 16.
Artigo em Inglês | MEDLINE | ID: mdl-33726710

RESUMO

BACKGROUND: Differentiating true glioblastoma multiforme (GBM) from pseudoprogression (PsP) remains a challenge with current standard magnetic resonance imaging (MRI). The objective of this study was to explore whether patients' absolute lymphocyte count (ALC) levels can be utilized to predict true tumor progression and PsP. METHODS: Patients were considered eligible for the study if they had 1) GBM diagnosis, 2) a series of blood cell counts and clinical follow-ups, and 3) tumor progression documented by both MRI and pathology. Data analysis results include descriptive statistics, median (IQR) for continuous variables and count (%) for categorical variables, p values from Wilcoxon rank sum test or Fisher's exact test for comparison, respectively, and Kaplan-Meier analysis for overall survival (OS). OS was defined as the time from patients' second surgery to their time of death or last follow up if patients were still alive. RESULTS: 78 patients were included in this study. The median age was 56 years. Median ALC dropped 34.5% from baseline 1400 cells/mm3 to 917 cells/mm3 after completion of radiation therapy (RT) and temozolomide (TMZ). All study patients had undergone surgical biopsy upon MRI-documented progression. 37 had true tumor progression (47.44%) and 41 had pseudoprogression (52.56%). ALC before RT/TMZ, post RT/TMZ and at the time of MRI-documented progression did not show significant difference between patients with true progression and PsP. Although not statistically significant, this study found that patients with true progression had worse OS compared to those with PsP (Hazard Ratio [HR] 1.44, 95% CI 0.86-2.43, P = 0.178). This study also found that patients with high ALC (dichotomized by median) post-radiation had longer OS. CONCLUSION: Our results indicate that ALC level in GBM patients before or after treatment does not have predictive value for true disease progression or pseudoprogression. Patients with true progression had worse OS compared to those who had pseudoprogression. A larger sample size that includes CD4 cell counts may be needed to evaluate the PsP predictive value of peripheral blood biomarkers.


Assuntos
Neoplasias Encefálicas/diagnóstico , Glioblastoma/diagnóstico , Linfócitos , Adulto , Idoso , Encéfalo/diagnóstico por imagem , Encéfalo/patologia , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/terapia , Quimiorradioterapia/métodos , Diagnóstico Diferencial , Progressão da Doença , Feminino , Seguimentos , Glioblastoma/sangue , Glioblastoma/mortalidade , Glioblastoma/terapia , Humanos , Estimativa de Kaplan-Meier , Contagem de Linfócitos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Intervalo Livre de Progressão , Estudos Retrospectivos , Temozolomida/uso terapêutico
8.
Amino Acids ; 53(1): 119-132, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33398522

RESUMO

Glioblastoma (GB) is the most common primary brain tumour in adults. The lack of molecular biomarker, non-specific symptoms and fast growth rate often result in a significant delay in diagnosis. Despite multimodal treatment, the prognosis remains poor. Here, we verified the hypothesis that amino acids (AA) regulating the critical metabolic pathways necessary for maintenance, growth, reproduction, and immunity of an organism, may constitute a favourable target in GB biomarker research. We measured the plasma amino acids levels in 18 GB patients and 15 controls and performed the quantitative and qualitative metabolomic analysis of free AA applying high-performance liquid chromatography quadrupole time-of-flight mass spectrometry (LC-QTOF-MS). We present both the raw data and the results of our statistical analysis. The majority of AA were lowered in the study group in comparison to the control group. Five of these (arginine, glutamic acid, glutamine, glycine, and histidine) differed significantly (all p < 10-5 and AUC > 0.9). Plasma levels of leucine and phenylalanine decreased in the case of GB with lost alpha-thalassemia/mental retardation X-linked (ATRX) expression on immunohistochemistry (p = 0.003 and 0.045, respectively). We demonstrated for the first time that certain plasma-free AA levels of GB patients were significantly different from those in healthy volunteers. Target profiling of plasma-free AA, identified utilizing LC-QTOF-MS, may present prognostic value by indicating GB patients with lost ATRX expression. The on-going quest for glioma biomarkers still aims to determine the detailed metabolic profile and evaluate its impact on therapy and prognosis.


Assuntos
Aminoácidos/sangue , Neoplasias Encefálicas/metabolismo , Glioblastoma/metabolismo , Proteína Nuclear Ligada ao X/metabolismo , Idoso , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/metabolismo , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/diagnóstico , Feminino , Glioblastoma/sangue , Glioblastoma/diagnóstico , Humanos , Masculino , Metabolômica , Pessoa de Meia-Idade , Prognóstico
9.
J Neurooncol ; 155(2): 173-180, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34652553

RESUMO

PURPOSE: Up to 30% of patients with glioblastoma (GBM) develop venous thromboembolism (VTE) over the course of the disease. Although not as high, the risk for VTE is also increased in patients with meningioma. Direct measurement of peak thrombin generation (TG) allows quantitative assessment of systemic coagulation activation in patients with GBM and meningioma. Our aim was to determine the extent of systemic coagulation activation induced by brain tumors, to measure the shift between pre- and post-operative peak TG in patients with GBM, and to assess the relationship between pre-surgical peak TG and pre-operative brain tumor volume on imaging. METHODS: Pre- and post-surgical plasma samples were obtained from successive patients with GBM and once from patients with meningioma and healthy age- and sex-matched blood donor controls. TG was measured using the calibrated automated thrombogram (CAT) assay, and tumor volumes were measured in pre-surgical MRI scans. RESULTS: Pre-surgical peak TG was higher in patients with GBM than in controls (288.6 ± 54.1 nM vs 187.1 ± 41.7 nM, respectively, P < 0.001), and, in the nine patients with GBM and paired data available, peak TG was significantly reduced after surgery (323 ± 38 nM vs 265 ± 52 nM, respectively, P = 0.007). Similarly, subjects with meningioma demonstrated higher peak TG compared to controls (242.2 ± 54.9 nM vs 177.7 ± 57.0 nM, respectively, P < 0.001). There was no association between peak TG and pre-operative tumor volume or overall survival. CONCLUSION: Our results indicate that systemic coagulation activation occurs with both meningioma and GBM, but to a greater degree in the latter. Preoperative peak TG did not correlate with tumor volume, but removal of GBM caused a significant decrease in coagulation activation.


Assuntos
Coagulação Sanguínea , Neoplasias Encefálicas , Glioblastoma , Neoplasias Meníngeas , Meningioma , Coagulação Sanguínea/fisiologia , Neoplasias Encefálicas/sangue , Glioblastoma/sangue , Humanos , Neoplasias Meníngeas/sangue , Meningioma/sangue
10.
Mol Cell Proteomics ; 18(6): 1255-1268, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-31154438

RESUMO

Glioblastoma multiforme (GBM) is the most aggressive brain tumor with poor prognosis to most patients. Immunotherapy of GBM is a potentially beneficial treatment option, whose optimal implementation may depend on familiarity with tumor specific antigens, presented as HLA peptides by the GBM cells. Further, early detection of GBM, such as by a routine blood test, may improve survival, even with the current treatment modalities. This study includes large-scale analyses of the HLA peptidome (immunopeptidome) of the plasma-soluble HLA molecules (sHLA) of 142 plasma samples, and the membranal HLA of GBM tumors of 10 of these patients' tumor samples. Tumor samples were fresh-frozen immediately after surgery and the plasma samples were collected before, and at multiple visits after surgery. In total, this HLA peptidome analysis involved 52 different HLA allotypes and resulted in the identification of more than 35,000 different HLA peptides. Strong correlations were observed in the signal intensities and in the repertoires of identified peptides between the tumors and plasma-soluble HLA peptidomes of the individual patients, whereas low correlations were observed between these HLA peptidomes and the tumors' proteomes. HLA peptides derived from Cancer/Testis Antigens (CTAs) were selected based on their presence among the HLA peptidomes of the patients and absence of expression of their source genes from any healthy and essential human tissues, except from immune-privileged sites. Additionally, peptides were selected as potential biomarkers if their levels in the plasma-sHLA peptidome were significantly reduced after the removal of tumor mass. The CTAs identified among the analyzed HLA peptidomes provide new opportunities for personalized immunotherapy and for early diagnosis of GBM.


Assuntos
Antígenos de Neoplasias/sangue , Neoplasias Encefálicas/sangue , Glioblastoma/sangue , Antígenos de Histocompatibilidade Classe I/sangue , Peptídeos/sangue , Proteoma/metabolismo , Alelos , Biomarcadores Tumorais/sangue , Neoplasias Encefálicas/cirurgia , Glioblastoma/cirurgia , Humanos
11.
Int J Mol Sci ; 22(10)2021 May 11.
Artigo em Inglês | MEDLINE | ID: mdl-34064637

RESUMO

(1) Background: Glioblastoma multiforme (GBM) is among the most aggressive cancers with a poor prognosis. Treatment options are limited, clinicians lack efficient prognostic and predictive markers. Circulating miRNAs-besides being important regulators of cancer development-may have potential as diagnostic biomarkers of GBM. (2) Methods: In this study, profiling of 798 human miRNAs was performed on blood plasma samples from 6 healthy individuals and 6 patients with GBM, using a NanoString nCounter Analysis System. To validate our results, five miRNAs (hsa-miR-433-3p, hsa-miR-362-3p, hsa-miR-195-5p, hsa-miR-133a-3p, and hsa-miR-29a-3p) were randomly chosen for RT-qPCR detection. (3) Results: In all, 53 miRNAs were significantly differentially expressed in plasma samples of GBM patients when data were filtered for FC 1 and FDR 0.1. Target genes of the top 39 differentially expressed miRNAs were identified, and we carried out functional annotation and pathway enrichment analysis of target genes via GO and KEGG-based tools. General and cortex-specific protein-protein interaction networks were constructed from the target genes of top miRNAs to assess their functional connections. (4) Conclusions: We demonstrated that plasma microRNA profiles are promising diagnostic and prognostic molecular biomarkers that may find an actual application in the clinical practice of GBM, although more studies are needed to validate our results.


Assuntos
Biomarcadores Tumorais/genética , MicroRNA Circulante/genética , Redes Reguladoras de Genes , Glioblastoma/genética , Glioblastoma/patologia , Biomarcadores Tumorais/metabolismo , Estudos de Casos e Controles , MicroRNA Circulante/metabolismo , Biologia Computacional , Perfilação da Expressão Gênica , Glioblastoma/sangue , Humanos , Prognóstico , Mapas de Interação de Proteínas
12.
Int J Mol Sci ; 22(7)2021 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-33917598

RESUMO

Magnetic resonance imaging (MRI) is the gold standard for glioblastoma (GBM) patient evaluation. Additional non-invasive diagnostic modalities are needed. GBM is heavily infiltrated with tumor-associated macrophages (TAMs) that can be found in peripheral blood. FKBP51s supports alternative-macrophage polarization. Herein, we assessed FKBP51s expression in circulating monocytes from 14 GBM patients. The M2 monocyte phenotype was investigated by qPCR and flow cytometry using antibodies against PD-L1, CD163, FKBP51s, and CD14. MRI assessed morphologic features of the tumors that were aligned to flow cytometry data. PD-L1 expression on circulating monocytes correlated with MRI tumor necrosis score. A wider expansion in circulating CD163/monocytes was measured. These monocytes resulted in a dramatic decrease in patients with an MRI diagnosis of complete but not partial surgical removal of the tumor. Importantly, in patients with residual tumor, most of the peripheral monocytes that in the preoperative stage were CD163/FKBP51s- had turned into CD163/FKBP51s+. After Stupp therapy, CD163/FKBP51s+ monocytes were almost absent in a case of pseudoprogression, while two patients with stable or true disease progression showed sustained levels in such circulating monocytes. Our work provides preliminary but meaningful and novel results that deserve to be confirmed in a larger patient cohort, in support of potential usefulness in GBM monitoring of CD163/FKBP51s/CD14 immunophenotype in adjunct to MRI.


Assuntos
Neoplasias Encefálicas , Citometria de Fluxo , Glioblastoma , Imageamento por Ressonância Magnética , Monócitos/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , Adulto , Idoso , Antígenos CD/sangue , Antígenos de Diferenciação Mielomonocítica/sangue , Antígeno B7-H1/sangue , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/terapia , Feminino , Glioblastoma/sangue , Glioblastoma/diagnóstico por imagem , Glioblastoma/terapia , Humanos , Receptores de Lipopolissacarídeos/sangue , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Receptores de Superfície Celular/sangue , Proteínas de Ligação a Tacrolimo/sangue
13.
Molecules ; 26(19)2021 Oct 02.
Artigo em Inglês | MEDLINE | ID: mdl-34641541

RESUMO

Glioblastoma Multiforme (GBM) is a brain tumor with a poor prognosis and low survival rates. GBM is diagnosed at an advanced stage, so little information is available on the early stage of the disease and few improvements have been made for earlier diagnosis. Longitudinal murine models are a promising platform for biomarker discovery as they allow access to the early stages of the disease. Nevertheless, their use in proteomics has been limited owing to the low sample amount that can be collected at each longitudinal time point. Here we used optimized microproteomics workflows to investigate longitudinal changes in the protein profile of serum, serum small extracellular vesicles (sEVs), and cerebrospinal fluid (CSF) in a GBM murine model. Baseline, pre-symptomatic, and symptomatic tumor stages were determined using non-invasive motor tests. Forty-four proteins displayed significant differences in signal intensities during GBM progression. Dysregulated proteins are involved in cell motility, cell growth, and angiogenesis. Most of the dysregulated proteins already exhibited a difference from baseline at the pre-symptomatic stage of the disease, suggesting that early effects of GBM might be detectable before symptom onset.


Assuntos
Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/líquido cefalorraquidiano , Glioblastoma/sangue , Glioblastoma/líquido cefalorraquidiano , Proteômica/métodos , Animais , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/líquido cefalorraquidiano , Proteínas Sanguíneas/análise , Proteínas do Líquido Cefalorraquidiano/análise , Vesículas Extracelulares/patologia , Feminino , Masculino , Camundongos Endogâmicos C57BL , Neoplasias Experimentais/sangue , Neoplasias Experimentais/líquido cefalorraquidiano , Neoplasias Experimentais/patologia , Fluxo de Trabalho
14.
Br J Cancer ; 122(10): 1441-1444, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32203223

RESUMO

Elevated levels of serum ferritin (SF) are observed in several types of cancer; however, little is known on the association between ferritin and glioma, the most frequent type of human primary brain tumour. Here we report that GBM patients show significantly increased pre-surgical SF levels (i.e. ferritinaemia) within the SF reference range and a marked ferritin immunoreactivity of resected tumour tissue. Our findings account for an indirect association between ferritin synthesis in glioma-tissue and altered SF levels, which limits the clinical value of SF as a tumour marker in glioma. Importantly, we show for the first time that GBM-derived glioma cells release ferritin in vitro, which exerts an apoptosis-stimulating activity. Albeit the pathophysiologic context of apoptosis induction by a tumour-derived ferritin remains to be defined, our findings account for a distinct growth-regulatory role of these ferritin species in tumour biology.


Assuntos
Biomarcadores Tumorais/sangue , Ferritinas/sangue , Glioblastoma/sangue , Glioma/sangue , Apoptose/genética , Biomarcadores Tumorais/genética , Linhagem Celular Tumoral , Proliferação de Células/genética , Feminino , Ferritinas/genética , Regulação Neoplásica da Expressão Gênica/genética , Glioblastoma/genética , Glioblastoma/patologia , Glioma/genética , Glioma/patologia , Humanos , Masculino , Inclusão em Parafina , Transdução de Sinais/genética
15.
Mol Cell Proteomics ; 17(11): 2132-2145, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30072578

RESUMO

Glioblastoma multiforme (GBM) is the most aggressive brain tumor with poor prognosis to most patients. Immunotherapy of GBM is a potentially beneficial treatment option, whose optimal implementation may depend on familiarity with tumor specific antigens, presented as HLA peptides by the GBM cells. Furthermore, early detection of GBM, such as by a routine blood test, may improve survival, even with the current treatment modalities. This study includes large-scale analyses of the HLA peptidome (immunopeptidome) of the plasma-soluble HLA molecules (sHLA) of 142 plasma samples, and the membranal HLA of GBM tumors of 10 of these patients' tumor samples. Tumor samples were fresh-frozen immediately after surgery and the plasma samples were collected before, and at multiple visits after surgery. In total, this HLA peptidome analysis involved 52 different HLA allotypes and resulted in the identification of more than 35,000 different HLA peptides. Strong correlations were observed in the signal intensities and in the repertoires of identified peptides between the tumors and plasma-soluble HLA peptidomes of the individual patients, whereas low correlations were observed between these HLA peptidomes and the tumors' proteomes. HLA peptides derived from Cancer/Testis Antigens (CTAs) were selected based on their presence among the HLA peptidomes of the patients and absence of expression of their source genes from any healthy and essential human tissues, except from immune-privileged sites. Additionally, peptides were selected as potential biomarkers if their levels in the plasma-sHLA peptidome were significantly reduced after the removal of tumor mass. The CTAs identified among the analyzed HLA peptidomes provide new opportunities for personalized immunotherapy and for early diagnosis of GBM.


Assuntos
Antígenos de Neoplasias/sangue , Glioblastoma/sangue , Antígenos HLA/metabolismo , Peptídeos/metabolismo , Proteoma/metabolismo , Alelos , Sequência de Aminoácidos , Antígenos de Neoplasias/metabolismo , Biomarcadores Tumorais/sangue , Membrana Celular/metabolismo , Glioblastoma/cirurgia , Humanos , Peptídeos/sangue , Peptídeos/química , Solubilidade
16.
Scand J Clin Lab Invest ; 80(3): 179-184, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-31846350

RESUMO

This prospective study aimed at investigating the influence of surgery type and perioperative sampling times on the correlations between rotational thromboelastometry (ROTEM) parameters and standard laboratory coagulation tests assessing comparable coagulation phases. Patients undergoing glioblastoma multiforme resection (GBR group, n = 60) or laparoscopic colon cancer resection (CCR group, n = 40) were prospectively included. Blood samples for ROTEM and laboratory assessments were consecutively drawn within 24-hours prior to surgery (baseline), and at 2, 24 and 48-hours after surgery. Correlations between perioperative ExTEM clotting-time (CT-exTEM) and prothrombin time (PT), and between FibTEM maximum clot firmness (MCF-fibTEM) with and plasma fibrinogen (pFB) concentration (Clauss method), were evaluated using the Spearman's rho test. The efficiency of recommended cut-offs of CT-exTEM (>75 s) and MCF-fibTEM (<10 mm) for predicting a prolonged PT (>15 s) or a low pFB (<2 g/L), respectively, was assessed using Receiver-Operator Characteristic curves. Correlations between CT-exTEM and PT were weak in GBR (rho = 0.25 [0.12-0.38], p < .01), and very weak in CCR (rho = 0.06 [-0.12-0.27]). Those between MCF-fibTEM and pFB, were strong in both GBR (rho = 0.69 [0.61-0.76], p < .01) and CCR (rho = 0.70 [0.60-0.78], p < .01). These correlations remained largely unchanged over the studied perioperative period in both groups. Recommended CT-exTEM and MCF-fibTEM cut-offs had poor sensitivity for predicting a prolonged PT (17% [8-31]) or a low pFB (46% [32-62]), without group-related differences. Neither the type of surgery nor the perioperative sampling times had a significant influence on the correlations between ROTEM parameters and standard laboratory tests. ClinicalTrials.gov ID: NCT02652897.


Assuntos
Transtornos da Coagulação Sanguínea/sangue , Coagulação Sanguínea , Neoplasias Encefálicas/sangue , Neoplasias do Colo/sangue , Glioblastoma/sangue , Idoso , Transtornos da Coagulação Sanguínea/diagnóstico , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/patologia , Neoplasias Encefálicas/cirurgia , Neoplasias do Colo/diagnóstico , Neoplasias do Colo/patologia , Neoplasias do Colo/cirurgia , Feminino , Fibrinogênio/metabolismo , Glioblastoma/diagnóstico , Glioblastoma/patologia , Glioblastoma/cirurgia , Humanos , Masculino , Pessoa de Meia-Idade , Período Perioperatório , Estudos Prospectivos , Tempo de Protrombina/estatística & dados numéricos , Curva ROC , Tromboelastografia/instrumentação , Tromboelastografia/métodos
17.
Int J Mol Sci ; 21(16)2020 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-32823572

RESUMO

Glioblastoma (GBM) is the most frequent malignant primary brain tumor in adults, characterized by a highly aggressive, inflammatory and angiogenic phenotype. It is a remarkably heterogeneous tumor at several levels, including histopathologically, radiographically and genetically. The 2016 update of the WHO Classification of Tumours of the Central Nervous System highlighted molecular parameters as paramount features for the diagnosis, namely IDH1/2 mutations that distinguish primary and secondary GBM. An ideal biomarker is a molecule that can be detected/quantified through simple non- or minimally invasive methods with the potential to assess cancer risk; promote early diagnosis; increase grading accuracy; and monitor disease evolution and treatment response, as well as fundamentally being restricted to one aspect. Blood-based biomarkers are particularly attractive due to their easy access and have been widely used for various cancer types. A number of serum biomarkers with multiple utilities for glioma have been reported that could classify glioma grades more precisely and provide prognostic value among these patients. At present, screening for gliomas has no clinical relevance. This is because of the low incidence, the lack of sensitive biomarkers in plasma, and the observation that gliomas may develop apparently de novo within few weeks or months. To the best of our knowledge, there is no routine use of a serum biomarker for clinical follow-up. The purpose of this paper is to review the serum biomarkers described in the literature related to glioblastoma and their possible relationship with clinical features.


Assuntos
Biomarcadores Tumorais/sangue , Neoplasias Encefálicas/sangue , Glioblastoma/sangue , Coagulação Sanguínea , Neoplasias Encefálicas/patologia , DNA Tumoral Circulante/sangue , Glioblastoma/patologia , Humanos , Estado Nutricional
18.
Int J Mol Sci ; 21(19)2020 Sep 29.
Artigo em Inglês | MEDLINE | ID: mdl-33003586

RESUMO

Glioblastoma is a devastating disease, for which biomarkers allowing a prediction of prognosis are urgently needed. microRNAs have been described as potentially valuable biomarkers in cancer. Here, we studied a panel of microRNAs in extracellular vesicles (EVs) from the serum of glioblastoma patients and evaluated their correlation with the prognosis of these patients. The levels of 15 microRNAs in EVs that were separated by size-exclusion chromatography were studied by quantitative real-time PCR, followed by CD44 immunoprecipitation (SEC + CD44), and compared with those from the total serum of glioblastoma patients (n = 55) and healthy volunteers (n = 10). Compared to total serum, we found evidence for the enrichment of miR-21-3p and miR-106a-5p and, conversely, lower levels of miR-15b-3p, in SEC + CD44 EVs. miR-15b-3p and miR-21-3p were upregulated in glioblastoma patients compared to healthy subjects. A significant correlation with survival of the patients was found for levels of miR-15b-3p in total serum and miR-15b-3p, miR-21-3p, miR-106a-5p, and miR-328-3p in SEC + CD44 EVs. Combining miR-15b-3p in serum or miR-106a-5p in SEC + CD44 EVs with any one of the other three microRNAs in SEC + CD44 EVs allowed for a prognostic stratification of glioblastoma patients. We have thus identified four microRNAs in glioblastoma patients whose levels, in combination, can predict the prognosis for these patients.


Assuntos
Biomarcadores Tumorais/sangue , Glioblastoma/sangue , Receptores de Hialuronatos/sangue , MicroRNAs/sangue , Adulto , Idoso , Intervalo Livre de Doença , Vesículas Extracelulares/genética , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica/genética , Glioblastoma/genética , Glioblastoma/patologia , Humanos , Masculino , MicroRNAs/genética , Pessoa de Meia-Idade , Prognóstico , Adulto Jovem
19.
Int J Mol Sci ; 21(14)2020 Jul 13.
Artigo em Inglês | MEDLINE | ID: mdl-32668808

RESUMO

Extracellular vesicles (EVs) play key roles in glioblastoma (GBM; astrocytoma grade IV) biology and are novel sources of biomarkers. EVs released from GBM tumors can cross the blood-brain-barrier into the periphery carrying GBM molecules, including small non-coding RNA (sncRNA). Biomarkers cargoed in circulating EVs have shown great promise for assessing the molecular state of brain tumors in situ. Neurosurgical aspirate fluids captured during tumor resections are a rich source of GBM-EVs isolated directly from tumor microenvironments. Using density gradient ultracentrifugation, EVs were purified from cavitron ultrasonic surgical aspirate (CUSA) washings from GBM (n = 12) and astrocytoma II-III (GII-III, n = 5) surgeries. The sncRNA contents of surgically captured EVs were profiled using the Illumina® NextSeqTM 500 NGS System. Differential expression analysis identified 27 miRNA and 10 piRNA species in GBM relative to GII-III CUSA-EVs. Resolved CUSA-EV sncRNAs could discriminate serum-EV sncRNA profiles from GBM and GII-III patients and healthy controls and 14 miRNAs (including miR-486-3p and miR-106b-3p) and cancer-associated piRNAs (piR_016658, _016659, _020829 and _204090) were also significantly expressed in serum-EVs. Circulating EV markers that correlate with histological, neuroradiographic and clinical parameters will provide objective measures of tumor activity and improve the accuracy of GBM tumor surveillance.


Assuntos
Astrocitoma/química , Líquidos Corporais/química , Química Encefálica , Neoplasias Encefálicas/química , Micropartículas Derivadas de Células/química , Glioblastoma/química , Biópsia Líquida , MicroRNAs/análise , RNA Neoplásico/análise , Astrocitoma/sangue , Astrocitoma/diagnóstico , Astrocitoma/cirurgia , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/sangue , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/cirurgia , Centrifugação com Gradiente de Concentração , Diagnóstico Diferencial , Glioblastoma/sangue , Glioblastoma/diagnóstico , Glioblastoma/cirurgia , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , MicroRNAs/sangue , Gradação de Tumores , Procedimentos Neurocirúrgicos , Especificidade de Órgãos , RNA Neoplásico/sangue , RNA Interferente Pequeno/análise , RNA Interferente Pequeno/sangue , RNA-Seq , Microambiente Tumoral
20.
Bull Exp Biol Med ; 168(4): 503-506, 2020 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32147765

RESUMO

Serum levels of glial fibrillar acidic protein (GFAP) were analyzed in 317 patients with primary and metastatic tumors of the brain, 78 patients with neurological diseases, and 66 normal subjects. A significant increase in the basal level of GFAP was typical of patients with glioblastomas in comparison with other groups (patients with astrocytomas, cerebral metastases, benign tumors, non-tumor diseases, and healthy subjects). An association of GFAP levels with unfavorable prognosis of overall survival in patients with glioblastoma was revealed. The data attest to high specificity and sensitivity of GFAP as a biochemical marker of glioblastoma.


Assuntos
Astrocitoma/genética , Biomarcadores Tumorais/genética , Neoplasias Encefálicas/genética , Proteína Glial Fibrilar Ácida/genética , Glioblastoma/genética , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/sangue , Doença de Alzheimer/diagnóstico , Doença de Alzheimer/genética , Astrocitoma/sangue , Astrocitoma/diagnóstico , Astrocitoma/mortalidade , Biomarcadores Tumorais/sangue , Encéfalo/metabolismo , Encéfalo/patologia , Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/mortalidade , Estudos de Casos e Controles , Feminino , Proteína Glial Fibrilar Ácida/sangue , Glioblastoma/sangue , Glioblastoma/diagnóstico , Glioblastoma/mortalidade , Humanos , Metástase Linfática , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla/sangue , Esclerose Múltipla/diagnóstico , Esclerose Múltipla/genética , Neuroglia/metabolismo , Neuroglia/patologia , Doença de Parkinson/sangue , Doença de Parkinson/diagnóstico , Doença de Parkinson/genética , Prognóstico , Análise de Sobrevida
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