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1.
Neuroradiology ; 66(8): 1291-1299, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38896238

RESUMO

PURPOSE: Aryl hydrocarbon receptor (AHR), a crucial molecular marker associated with glioma, is a potential therapeutic target. We aimed to establish a non-invasive predictive model for AHR through radiomics. METHODS: Contrast-enhanced T1-weighted (T1W) MRI and the corresponding and clinical variables of glioblastoma patients from The Cancer Genome Atlas (TCGA) and The Cancer Imaging Archive (TCIA) were obtained for analysis. KM curves and Cox regression analyses were used to assess the prognostic value of AHR expression. The radiomics features were screened by Max-Relevance and Min-Redundancy (mRMR) and recursive feature elimination (RFE), followed by the construction of two predictive models using logistic regression (LR) and a support vector machine (SVM). RESULTS: The expression levels of AHR in tumour patients were significantly higher than those in the control group, and higher AHR expression was associated with worse prognosis (P<0.05). AHR remained a risk factor for poor prognosis in glioblastoma after multivariate adjustment (HR: 1.61, 95% CI: 1.085-2.39, P<0.05). The radiomics models constructed using LR and SVM based on three selected features achieved area under the curve (AUC) values of 0.887 and 0.872, respectively. Radiomics score emerged as a key factor influencing overall survival (OS) after multivariate adjustment in the Cox model (HR: 3.931, 95% CI: 1.272-12.148, P < 0.05). CONCLUSION: The radiomics models could effectively distinguish the expression levels of AHR and predict prognosis in patients with glioblastoma, which may serve as a powerful tool to assist clinical assessment and precision treatment.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Imageamento por Ressonância Magnética , Receptores de Hidrocarboneto Arílico , Humanos , Glioblastoma/diagnóstico por imagem , Glioblastoma/metabolismo , Imageamento por Ressonância Magnética/métodos , Masculino , Feminino , Prognóstico , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/metabolismo , Pessoa de Meia-Idade , Receptores de Hidrocarboneto Arílico/metabolismo , Meios de Contraste , Máquina de Vetores de Suporte , Valor Preditivo dos Testes , Biomarcadores Tumorais/metabolismo , Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Idoso , Adulto , Radiômica
2.
J Cancer Res Clin Oncol ; 149(20): 17823-17836, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37943358

RESUMO

PURPOSE: The lack of clinical markers prevents early diagnosis of glioblastoma (GBM). Many studies have found that circulating microRNAs (miRNAs) can be used as early diagnostic markers of malignant tumours. Therefore, the identification of novel circulating miRNA biomolecular markers could be beneficial to clinicians in the early diagnosis of GBM. METHODS: We developed a decision tree joint scoring algorithm (DTSA), systematically integrating significance analysis of microarray (SAM), Pearson hierarchical clustering, T test, Decision tree and Entropy weight score algorithm, to screen out circulating miRNA molecular markers with high sensitivity and accuracy for early diagnosis of GBM. RESULTS: DTSA was developed and applied for GBM datasets and three circulating miRNA molecular markers were identified, namely, hsa-miR-2278, hsa-miR-555 and hsa-miR-892b. We have found that hsa-miR-2278 and hsa-miR-892b regulate the GBM pathway through target genes, promoting the development of GBM and affecting the survival of patients. DTSA has better classification effect in all data sets than other classification algorithms, and identified miRNAs are better than existing markers of GBM. CONCLUSION: These results suggest that DTSA can effectively identify circulating miRNA, thus contributing to the early diagnosis and personalised treatment of GBM.


Assuntos
Neoplasias Encefálicas , MicroRNA Circulante , Glioblastoma , MicroRNAs , Humanos , Glioblastoma/diagnóstico , Glioblastoma/genética , Glioblastoma/metabolismo , Neoplasias Encefálicas/diagnóstico , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , MicroRNAs/genética , MicroRNAs/metabolismo , Árvores de Decisões
3.
Cell Commun Signal ; 21(1): 276, 2023 10 06.
Artigo em Inglês | MEDLINE | ID: mdl-37803478

RESUMO

BACKGROUND: Extracellular vesicles (EVs) originating from the central nervous system (CNS) can enter the blood stream and carry molecules characteristic of disease states. Therefore, circulating CNS-derived EVs have the potential to serve as liquid-biopsy markers for early diagnosis and follow-up of neurodegenerative diseases and brain tumors. Monitoring and profiling of CNS-derived EVs using multiparametric analysis would be a major advance for biomarker as well as basic research. Here, we explored the performance of a multiplex bead-based flow-cytometry assay (EV Neuro) for semi-quantitative detection of CNS-derived EVs in body fluids. METHODS: EVs were separated from culture of glioblastoma cell lines (LN18, LN229, NCH82) and primary human astrocytes and measured at different input amounts in the MACSPlex EV Kit Neuro, human. In addition, EVs were separated from blood samples of small cohorts of glioblastoma (GB), multiple sclerosis (MS) and Alzheimer's disease patients as well as healthy controls (HC) and subjected to the EV Neuro assay. To determine statistically significant differences between relative marker signal intensities, an unpaired samples t-test or Wilcoxon rank sum test were computed. Data were subjected to tSNE, heatmap clustering, and correlation analysis to further explore the relationships between disease state and EV Neuro data. RESULTS: Glioblastoma cell lines and primary human astrocytes showed distinct EV profiles. Signal intensities were increasing with higher EV input. Data normalization improved identification of markers that deviate from a common profile. Overall, patient blood-derived EV marker profiles were constant, but individual EV populations were significantly increased in disease compared to healthy controls, e.g. CD36+EVs in glioblastoma and GALC+EVs in multiple sclerosis. tSNE and heatmap clustering analysis separated GB patients from HC, but not MS patients from HC. Correlation analysis revealed a potential association of CD107a+EVs with neurofilament levels in blood of MS patients and HC. CONCLUSIONS: The semi-quantitative EV Neuro assay demonstrated its utility for EV profiling in complex samples. However, reliable statistical results in biomarker studies require large sample cohorts and high effect sizes. Nonetheless, this exploratory trial confirmed the feasibility of discovering EV-associated biomarkers and monitoring circulating EV profiles in CNS diseases using the EV Neuro assay. Video Abstract.


Extracellular vesicles (EVs) are tiny particles released by cells, carrying unique biomolecules specific to their cell of origin. EVs from the central nervous system (CNS) can reach the blood, where they could serve as liquid-biopsy markers for diagnosing brain diseases like neurodegenerative disorders and tumors. This study evaluated a flow cytometry platform (here termed EV Neuro assay), which can detect multiple EV-associated markers simultaneously, to assess its potential for identifying CNS-derived EVs and disease-specific markers in complex samples including the blood. The study compared different sample materials and methods for isolating EVs. We found distinct EV profiles in EVs derived from glioblastoma and human astrocytes, with signal intensities increasing as more EVs were present. Analyzing serum or plasma from patients with brain diseases and healthy individuals, we observed that EV marker intensities were varying between individuals. Importantly, data normalization improved the identification of disease-specific markers, such as CD36+EVs in glioblastoma and GALC+EVs in multiple sclerosis, which were significantly higher in disease compared to healthy controls. Advanced clustering analysis techniques effectively distinguished glioblastoma patients from controls. Furthermore, a potential correlation between CD107a+EVs and neurofilament levels in multiple sclerosis patients was discovered. Overall, the semi-quantitative EV Neuro assay proved useful for profiling EVs in complex samples. However, for more reliable results in biomarker studies, larger sample cohorts and higher effect sizes are necessary. Nonetheless, this initial trial confirmed the potential of the EV Neuro assay for discovering disease-associated EV markers and monitoring circulating EV profiles in CNS diseases.


Assuntos
Vesículas Extracelulares , Glioblastoma , Esclerose Múltipla , Humanos , Glioblastoma/metabolismo , Citometria de Fluxo , Sistema Nervoso Central , Vesículas Extracelulares/metabolismo , Biomarcadores/metabolismo , Esclerose Múltipla/metabolismo
4.
Biochem Biophys Res Commun ; 596: 83-87, 2022 03 12.
Artigo em Inglês | MEDLINE | ID: mdl-35121373

RESUMO

In the first-in-human PET study, we evaluated the biodistribution and tumor accumulation of the novel PET probe, (S)-2-amino-3-[3-(2-18F-fluoroethoxy)-4-iodophenyl]-2-methylpropanoic acid (18F-FIMP), which targets the tumor-related L-type amino acid transporter 1 (LAT1), and compared it with L-[methyl-11C]methionine (11C-MET) and 2-Deoxy-2-18F-fluoro-D-glucose (18F-FDG). 18F-FIMP biodistribution was revealed by whole-body and brain scans in 13 healthy controls. Tumor accumulation of 18F-FIMP was evaluated in 7 patients with a brain tumor, and compared with those of 11C-MET and 18F-FDG. None of the subjects had significant problems due to probe administration, such as adverse effects or abnormal vital signs. 18F-FIMP was rapidly excreted from the kidneys to the urinary bladder. There was no characteristic physiological accumulation in healthy controls. 18F-FIMP PET resulted in extremely clear images in patients with suspected glioblastoma compared with 11C-MET and 18F-FDG. 18F-FIMP could be a useful novel PET probe for LAT1-positive tumor imaging including glioblastoma.


Assuntos
Neoplasias Encefálicas/metabolismo , Fluordesoxiglucose F18/metabolismo , Transportador 1 de Aminoácidos Neutros Grandes/metabolismo , Sondas Moleculares/metabolismo , Tomografia por Emissão de Pósitrons/métodos , Adulto , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/patologia , Feminino , Fluordesoxiglucose F18/farmacocinética , Glioblastoma/diagnóstico por imagem , Glioblastoma/metabolismo , Glioblastoma/patologia , Glioma/diagnóstico por imagem , Glioma/metabolismo , Glioma/patologia , Humanos , Masculino , Sondas Moleculares/farmacocinética , Compostos Radiofarmacêuticos/metabolismo , Compostos Radiofarmacêuticos/farmacocinética , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Distribuição Tecidual
5.
Int J Mol Sci ; 23(2)2022 Jan 08.
Artigo em Inglês | MEDLINE | ID: mdl-35054871

RESUMO

Glioblastoma (GBM) is the most malignant glioma with an extremely poor prognosis. It is characterized by high vascularization and its growth depends on the formation of new blood vessels. We have previously demonstrated that TRPML2 mucolipin channel expression increases with the glioma pathological grade. Herein by ddPCR and Western blot we found that the silencing of TRPML2 inhibits expression of the VEGFA/Notch2 angiogenic pathway. Moreover, the VEGFA/Notch2 expression increased in T98 and U251 cells stimulated with the TRPML2 agonist, ML2-SA1, or by enforced-TRPML2 levels. In addition, changes in TRPML2 expression or ML2-SA1-induced stimulation, affected Notch2 activation and VEGFA release. An increased invasion capability, associated with a reduced VEGF/VEGFR2 expression and increased vimentin and CD44 epithelial-mesenchymal transition markers in siTRPML2, but not in enforced-TRPML2 or ML2-SA1-stimulated glioma cells, was demonstrated. Furthermore, an increased sensitivity to Doxorubicin cytotoxicity was demonstrated in siTRPML2, whereas ML2-SA1-treated GBM cells were more resistant. The role of proteasome in Cathepsin B-dependent and -independent pRB degradation in siTRPML2 compared with siGLO cells was studied. Finally, through Kaplan-Meier analysis, we found that high TRPML2 mRNA expression strongly correlates with short survival in GBM patients, supporting TRPML2 as a negative prognostic factor in GBM patients.


Assuntos
Glioblastoma/genética , Complexo de Endopeptidases do Proteassoma/metabolismo , Proteólise , Receptor Notch2/metabolismo , Proteína do Retinoblastoma/metabolismo , Transdução de Sinais , Canais de Potencial de Receptor Transitório/metabolismo , Fator A de Crescimento do Endotélio Vascular/metabolismo , Catepsina B/metabolismo , Linhagem Celular Tumoral , Movimento Celular/efeitos dos fármacos , Movimento Celular/genética , Doxorrubicina/farmacologia , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Inativação Gênica/efeitos dos fármacos , Glioblastoma/metabolismo , Glioblastoma/patologia , Humanos , Invasividade Neoplásica , Fosforilação/efeitos dos fármacos , Prognóstico , Proteólise/efeitos dos fármacos , Transdução de Sinais/efeitos dos fármacos , Canais de Potencial de Receptor Transitório/genética , Receptor 2 de Fatores de Crescimento do Endotélio Vascular/metabolismo
6.
Life Sci ; 286: 120022, 2021 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-34626606

RESUMO

AIMS: Glioblastoma multiforme (GBM) is a highly devastating malignant brain tumor with poor pharmacotherapy. Based on COX-2 inhibitory effects in preventing cancer progression, new pyrazino[1,2-a]benzimidazole derivatives were assessed on isolated human GBM cells. MAIN METHODS: In this study, firstly, primary culture of astrocytes from human GBM samples was prepared and exposed to 2,6-dimethyl pyrazino[1,2-a]benzimidazole (L1) and 3,4,5-trimethoxy pyrazino[1,2-a]benzimidazole (L2) for finding their half-maximal inhibitory concentration (IC50). In the following, in two phases, cell apoptosis pathway and mitochondrial markers were investigated on GBM and also HEK293 cells (as non-cancerous normal cells). KEY FINDINGS: The MTT results represented a remarkable selective cytotoxic effect of both L1 and L2 on GBM cells, and interestingly not on normal cells. After 48 h, IC50 of L1 and L2 were calculated as 13 µM and 85 µM, respectively. Annexin/PI staining showed that L1 and L2 induce apoptosis in GBM cells, and caspase measurement showed that apoptosis occurs through mitochondrial signaling. In the clonogenic assay, GBM cells formed more paraclones and fewer holoclones after treating with L1 and L2. L1 and L2 also selectively enhanced mitochondrial damaged markers, including reactive oxygen species (ROS) formation, and mitochondrial swelling, decreased mitochondrial membrane potential (MMP) and cytochrome c release in isolated cancerous GBM mitochondria. SIGNIFICANCE: Our findings on human primary astrocyte cells illustrated that L1 and L2 compounds, with COX-2 inhibitory effect, through the intrinsic pathway of apoptosis concerning mitochondrial damage enhancement have therapeutic potentials on GBM.


Assuntos
Antineoplásicos/farmacologia , Benzimidazóis/farmacologia , Neoplasias Encefálicas/patologia , Glioblastoma/patologia , Mitocôndrias/efeitos dos fármacos , Pirazinas/farmacologia , Trifosfato de Adenosina/metabolismo , Apoptose/efeitos dos fármacos , Biomarcadores Tumorais , Neoplasias Encefálicas/metabolismo , Caspase 3/metabolismo , Sobrevivência Celular/efeitos dos fármacos , Glioblastoma/metabolismo , Células HEK293 , Humanos , Análise Espectral/métodos , Células Tumorais Cultivadas
7.
Sci Rep ; 11(1): 7632, 2021 04 07.
Artigo em Inglês | MEDLINE | ID: mdl-33828310

RESUMO

Tumoral hypoxia correlates with worse outcomes in glioblastoma (GBM). While bevacizumab is routinely used to treat recurrent GBM, it may exacerbate hypoxia. Evofosfamide is a hypoxia-targeting prodrug being tested for recurrent GBM. To characterize resistance to bevacizumab and identify those with recurrent GBM who may benefit from evofosfamide, we ascertained MRI features and hypoxia in patients with GBM progression receiving both agents. Thirty-three patients with recurrent GBM refractory to bevacizumab were enrolled. Patients underwent MR and 18F-FMISO PET imaging at baseline and 28 days. Tumor volumes were determined, MRI and 18F-FMISO PET-derived parameters calculated, and Spearman correlations between parameters assessed. Progression-free survival decreased significantly with hypoxic volume [hazard ratio (HR) = 1.67, 95% confidence interval (CI) 1.14 to 2.46, P = 0.009] and increased significantly with time to the maximum value of the residue (Tmax) (HR = 0.54, 95% CI 0.34 to 0.88, P = 0.01). Overall survival decreased significantly with hypoxic volume (HR = 1.71, 95% CI 1.12 to 12.61, p = 0.01), standardized relative cerebral blood volume (srCBV) (HR = 1.61, 95% CI 1.09 to 2.38, p = 0.02), and increased significantly with Tmax (HR = 0.31, 95% CI 0.15 to 0.62, p < 0.001). Decreases in hypoxic volume correlated with longer overall and progression-free survival, and increases correlated with shorter overall and progression-free survival. Hypoxic volume and volume ratio were positively correlated (rs = 0.77, P < 0.0001), as were hypoxia volume and T1 enhancing tumor volume (rs = 0.75, P < 0.0001). Hypoxia is a key biomarker in patients with bevacizumab-refractory GBM. Hypoxia and srCBV were inversely correlated with patient outcomes. These radiographic features may be useful in evaluating treatment and guiding treatment considerations.


Assuntos
Glioblastoma/metabolismo , Recidiva Local de Neoplasia/metabolismo , Hipóxia Tumoral/fisiologia , Adulto , Idoso , Bevacizumab/metabolismo , Bevacizumab/uso terapêutico , Biomarcadores Farmacológicos , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/patologia , Volume Sanguíneo Cerebral/fisiologia , Resistencia a Medicamentos Antineoplásicos/genética , Resistencia a Medicamentos Antineoplásicos/fisiologia , Feminino , Glioblastoma/diagnóstico por imagem , Glioblastoma/mortalidade , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Misonidazol/análogos & derivados , Misonidazol/uso terapêutico , Tomografia por Emissão de Pósitrons/métodos , Intervalo Livre de Progressão , Adulto Jovem
8.
J Biol Chem ; 296: 100390, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33561443

RESUMO

The expression levels of CT10 regulator of kinase (Crk) and Crk-like (CrkL) are elevated in many human cancers, including glioblastoma (GBM), and are believed to contribute to poor prognosis. Although Crk and CrkL have been proposed as therapeutic targets in these tumors, the lack of a reliable, quantitative assay to measure Crk and CrkL activity has hindered development of inhibitors. Here, we knocked down Crk, CrkL, or both using siRNAs in a human GBM cell line, U-118MG, to determine the respective, quantitative contributions of Crk and CrkL to cellular phenotypes. The combined use of specific and potent Crk and CrkL siRNAs induced effective knockdown of CrkII, CrkI, and CrkL. Whereas Crk knockdown did not affect cell morphology, proliferation, adhesion, or invasion, CrkL knockdown caused shrinkage of cells and inhibition of cell proliferation, adhesion, and invasion. Crk/CrkL double knockdown resulted in more pronounced morphological alterations and more robust inhibition of proliferation, adhesion, and invasion. Furthermore, Crk/CrkL double knockdown completely blocked cell migration, and this effect was rescued by transient overexpression of CrkL but not of Crk. Quantification of protein levels indicated that CrkL is expressed more abundantly than CrkII and CrkI in U-118MG cells. These results demonstrate both the predominant role of CrkL and the essential overlapping functions of Crk and CrkL in U-118MG cells. Furthermore, our study indicates that migration of U-118MG cells depends entirely on Crk and CrkL. Thus, impedance-based, real-time measurement of tumor cell migration represents a robust assay for monitoring Crk and CrkL activities.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Glioblastoma/metabolismo , Glioblastoma/patologia , Proteínas Proto-Oncogênicas c-crk/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/genética , Linhagem Celular Tumoral , Movimento Celular/fisiologia , Proliferação de Células/fisiologia , Técnicas de Silenciamento de Genes , Glioblastoma/genética , Humanos , Técnicas In Vitro , Fenótipo , Proteínas Proto-Oncogênicas c-crk/genética
9.
Cells ; 9(10)2020 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-33076484

RESUMO

The large-conductance voltage- and Ca2+-activated K+ channels (BK) are encoded in humans by the Kcnma1 gene. Nevertheless, BK channel isoforms in different locations can exhibit functional heterogeneity mainly due to the alternative splicing during the Kcnma1 gene transcription. Here, we would like to examine the existence of dynamic diversity of BK channels from the inner mitochondrial and cellular membrane from human glioblastoma (U-87 MG). Not only the standard characteristics of the spontaneous switching between the functional states of the channel is discussed, but we put a special emphasis on the presence and strength of correlations within the signal describing the single-channel activity. The considered short- and long-range memory effects are here analyzed as they can be interpreted in terms of the complexity of the switching mechanism between stable conformational states of the channel. We calculate the dependencies of mean dwell-times of (conducting/non-conducting) states on the duration of the previous state, Hurst exponents by the rescaled range R/S method and detrended fluctuation analysis (DFA), and use the multifractal extension of the DFA (MFDFA) for the series describing single-channel activity. The obtained results unraveled statistically significant diversity in gating machinery between the mitochondrial and cellular BK channels.


Assuntos
Glioblastoma/metabolismo , Ativação do Canal Iônico , Canais de Potássio Ativados por Cálcio de Condutância Alta/fisiologia , Membranas Mitocondriais/fisiologia , Cálcio/metabolismo , Linhagem Celular Tumoral , Membrana Celular/fisiologia , Humanos , Cinética , Subunidades alfa do Canal de Potássio Ativado por Cálcio de Condutância Alta , Cadeias de Markov , Potenciais da Membrana , Técnicas de Patch-Clamp , Potássio/metabolismo , Fatores de Tempo
10.
Future Med Chem ; 12(8): 689-708, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32193951

RESUMO

Aim: Glioblastoma multiforme (GBM) is an aggressive cancer with very limited clinical therapies. Herein, we have designed novel mercaptobenzimidazole derivatives (1-7) as multitarget antineoplastic drugs and assessed their antiproliferative profiles on an experimental model for GBM, the C6 glioma line. Results: The target compounds were synthesized in few steps with reasonable yields (33-90%). Compounds 1 (∼18 µM) and 4 (∼20 µM) showed dose-dependent antiproliferative effects on C6 glioma and significantly increased early apoptosis, but only 4 disrupted the cell cycle progression and did not induce autophagy. Docking simulations suggested these compounds as dual kinase and colchicine binding site inhibitors. Conclusion: In spite of the limited selective toxicity, 4 hold the potential to be further optimized for the treatment of GBM.


Assuntos
Antineoplásicos/farmacologia , Benzimidazóis/farmacologia , Desenho de Fármacos , Glioblastoma/tratamento farmacológico , Triazóis/farmacologia , Antineoplásicos/síntese química , Antineoplásicos/química , Benzimidazóis/síntese química , Benzimidazóis/química , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Ensaios de Seleção de Medicamentos Antitumorais , Glioblastoma/metabolismo , Glioblastoma/patologia , Humanos , Simulação de Acoplamento Molecular , Triazóis/química , Células Tumorais Cultivadas
11.
J Neurooncol ; 146(3): 477-488, 2020 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32020478

RESUMO

PURPOSE: Heterogeneity within GBMs and variability of visualized fluorescence combine to confer practical limitations to the technique of optical imaging. A biometric analysis was planned to objectively ascertain and analyse this phenomenon METHODS: 25 adult glioblastoma subjects undergoing resection were prospectively accrued. Biopsies were taken from various parts of the tumor and safe peritumoral zones. White light (WL) and visualized fluorescence was subjectively recorded. Corresponding histopathology [coalescent (C) or infiltrating (I) tumor] and protoporphyrin-IX (PPIX) levels were assayed. RESULTS: WL was very sensitive for detecting tumor. SF was more specific and had high positive predictive value for detecting tumor. WF on the other hand had a poor discriminatory efficacy. Mean PPIX levels were 3.0, 2.01 and 0.16 for SF, WF, and NF respectively. WF had a wide variable range of PPIX levels. Within the coalescent tumor areas, there was a variable distribution of fluorescence (both subjective as well as objective PPIX levels) with only 54% samples showing SF and high PPIX. In seven cases this discordance was noted within the same tumor (biological heterogeneity). CONCLUSIONS: Fluorescence may miss important tumor areas even if objective assessment is used. Histologically similar tumor areas may exhibit contrasting fluorescence properties, a phenomenon which needs further investigation and elucidation of underlying mechanisms which could potentially be manipulated to optimize the utility of fluorescence guidance.


Assuntos
Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/cirurgia , Glioblastoma/diagnóstico por imagem , Glioblastoma/cirurgia , Imagem Óptica/métodos , Protoporfirinas/análise , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patologia , Glioblastoma/metabolismo , Glioblastoma/patologia , Humanos , Estudos Prospectivos , Sensibilidade e Especificidade
12.
Nat Commun ; 11(1): 550, 2020 Jan 28.
Artigo em Inglês | MEDLINE | ID: mdl-31992716

RESUMO

Many cellular models aimed at elucidating cancer biology do not recapitulate pathobiology including tumor heterogeneity, an inherent feature of cancer that underlies treatment resistance. Here we introduce a cancer modeling paradigm using genetically engineered human pluripotent stem cells (hiPSCs) that captures authentic cancer pathobiology. Orthotopic engraftment of the neural progenitor cells derived from hiPSCs that have been genome-edited to contain tumor-associated genetic driver mutations revealed by The Cancer Genome Atlas project for glioblastoma (GBM) results in formation of high-grade gliomas. Similar to patient-derived GBM, these models harbor inter-tumor heterogeneity resembling different GBM molecular subtypes, intra-tumor heterogeneity, and extrachromosomal DNA amplification. Re-engraftment of these primary tumor neurospheres generates secondary tumors with features characteristic of patient samples and present mutation-dependent patterns of tumor evolution. These cancer avatar models provide a platform for comprehensive longitudinal assessment of human tumor development as governed by molecular subtype mutations and lineage-restricted differentiation.


Assuntos
Engenharia Genética , Glioblastoma/genética , Glioblastoma/patologia , Células-Tronco Pluripotentes/patologia , Animais , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patologia , Diferenciação Celular , Linhagem Celular Tumoral , Feminino , Regulação Neoplásica da Expressão Gênica , Genoma , Glioblastoma/metabolismo , Glioma/genética , Glioma/patologia , Humanos , Camundongos , Camundongos SCID , Mutação , Transplante de Neoplasias , Células-Tronco Neoplásicas/patologia , Neurofibromina 1/genética , PTEN Fosfo-Hidrolase/genética , Transplante Heterólogo , Proteína Supressora de Tumor p53/genética
13.
Sci Rep ; 9(1): 11125, 2019 07 31.
Artigo em Inglês | MEDLINE | ID: mdl-31366977

RESUMO

Circulating biomarkers in blood may provide an interesting alternative to risky tissue biopsies in the diagnosis and follow-up of glioblastoma patients. We have assessed MGMT methylation status in blood and tissue samples from unresected glioblastoma patients who had been included in the randomized GENOM-009 trial. Paired blood and tissue samples were assessed by methylation-specific PCR (MSP) and pyrosequencing (PYR). After establishing the minimum PYR cut-off that could yield a significant difference in overall survival, we assessed the sensitivity, specificity, positive predictive value and negative predictive value (NPV) of the analyses. Methylation could be detected in cfDNA by both MSP and PYR but with low concordance with results in tissue. Sensitivity was low for both methods (31% and 38%, respectively), while specificity was higher for MSP in blood than for PYR in plasma (96% vs 76%) and NPV was similar (56 vs 57%). Concordance of results in tissue by MSP and PYR was 84.3% (P < 0.001) and correlated with outcome. We conclude that detection of cfDNA in the blood of glioblastoma patients can be an alternative when tumor tissue is not available but methods for the detection of cfDNA in blood must improve before it can replace analysis in tumor tissue.


Assuntos
Neoplasias Encefálicas/sangue , Neoplasias Encefálicas/metabolismo , Metilação de DNA/fisiologia , Metilases de Modificação do DNA/metabolismo , Enzimas Reparadoras do DNA/metabolismo , Glioblastoma/sangue , Glioblastoma/metabolismo , Reação em Cadeia da Polimerase/métodos , Proteínas Supressoras de Tumor/metabolismo , Biomarcadores/sangue , Biomarcadores/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Sensibilidade e Especificidade
14.
Cancer Res ; 79(18): 4776-4786, 2019 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-31331912

RESUMO

Convection-enhanced delivery (CED) provides direct access of infusates to brain tumors; however, clinical translation of this technology has not been realized because of the inability to accurately visualize infusates in real-time and lack of targeting modalities against diffuse cancer cells. In this study, we use time-resolved MRI to reveal the kinetics of CED processes in a glioblastoma (GBM) model using iron oxide nanoparticles (NP) modified with a glioma-targeting ligand, chlorotoxin (CTX). Mice bearing orthotopic human GBM tumors were administered a single dose of targeted CTX-conjugated NP (NPCP-CTX) or nontargeted NP (NPCP) via CED. High-resolution T2-weighted, T2*-weighted, and quantitative T2 MRI were utilized to image NP delivery in real time and determined the volume of distribution (VD) of NPs at multiple time points over the first 48 hours post-CED. GBM-specific targeting was evaluated by flow cytometry and intracellular NP localization by histologic assessment. NPCP-CTX produced a VD of 121 ± 39 mm3 at 24 hours, a significant increase compared with NPCP, while exhibiting GBM specificity and localization to cell nuclei. Notably, CED of NPCP-CTX resulted in a sustained expansion of VD well after infusion, suggesting a possible active transport mechanism, which was further supported by the presence of NPs in endothelial and red blood cells. In summary, we show that time-resolved MRI is a suitable modality to study CED kinetics, and CTX-mediated CED facilitates extensive distribution of infusate and specific targeting of tumor cells. SIGNIFICANCE: MRI is used to monitor convection-enhanced delivery in real time using a nanoparticle-based contrast agent, and glioma-specific targeting significantly improves the volume of distribution in tumors.


Assuntos
Sistemas de Liberação de Medicamentos , Compostos Férricos/química , Glioblastoma/tratamento farmacológico , Imageamento por Ressonância Magnética/métodos , Nanopartículas/administração & dosagem , Neurotoxinas/farmacologia , Venenos de Escorpião/farmacologia , Animais , Apoptose , Proliferação de Células , Meios de Contraste/metabolismo , Convecção , Glioblastoma/metabolismo , Glioblastoma/patologia , Humanos , Camundongos , Nanopartículas/química , Neurotoxinas/química , Venenos de Escorpião/química , Células Tumorais Cultivadas , Ensaios Antitumorais Modelo de Xenoenxerto
15.
Acta Neurochir (Wien) ; 161(8): 1733-1741, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31187267

RESUMO

BACKGROUND: 5-Aminolevulinic acid (5-ALA) has become an important assistant in glioblastoma (GB) surgery. Unfortunately, its price affects its widespread use. OBJECTIVE: The aim of this study was to compare commercial 5-ALA with the pharmacy-compounded solution. METHODS: Using first an in vitro experimental approach, different concentrations of the pharmacy-compounded solution and commercial 5-ALA were tested in U87MG, LN229, U373, and T98G commercial glioblastoma cell lines. Fluorescence intensity was compared for each concentration by flow cytometry. Mean fluorescence of culture supernatant and lysate samples were analyzed. In a second phase, both preparations were used for surgical glioblastoma resection and tumor samples were analyzed by confocal microscopy. Mean fluorescence intensity was analyzed for each preparation and compared. RESULTS: There was a high variability of fluorescence intensity between cell lines, but each cell line showed similar fluorescence for both preparations (compounded preparation and commercial 5-ALA). In the same way, both preparations had similar fluorescence intensity in glioblastoma samples. CONCLUSION: Both, compounded and commercial 5-ALA preparations produce equivalent fluorescent responses in human glioblastoma cells. Fluorescence intensity is cell line specific, but fluorescent properties of both preparations are undistinguishable.


Assuntos
Ácido Aminolevulínico/farmacocinética , Neoplasias Encefálicas/metabolismo , Glioblastoma/metabolismo , Fármacos Fotossensibilizantes/farmacocinética , Ácido Aminolevulínico/economia , Ácido Aminolevulínico/normas , Linhagem Celular Tumoral , Custos e Análise de Custo , Humanos , Neurônios/metabolismo , Fármacos Fotossensibilizantes/economia , Fármacos Fotossensibilizantes/normas
16.
Biomaterials ; 194: 171-182, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30605825

RESUMO

A rapidly outgrowing tumor mass is liable to suffer from a shortage of oxygen and nutrients due to the diffusion limit. These features evidently prevail in glioblastoma, resulting in extensive hypoxic regions throughout the tumor mass. While there may be a strong link between hypoxic regions and glioblastoma malignancy, the effects of hypoxia stress on each tumorigenic step and their interrelation during the progression remain unexplored due to the limited information from current assay platforms. Here, we suggest a tumor microenvironment array platform (TMAP) to describe a time series assessment of glioblastoma tumorsphere (TS) within a microscale niche. TMAP enables to observe the overall tumorigenic process of glioblastoma TSs over the cultivation time, simultaneously quantifying the features with the biophysical parameters. Through the time series assessment, we observed the induction of hypoxic stress within the mature TSs, which rendered intratumoral phenotypic changes to become more malignant and modulated their microenvironmental niches to enhance angiogenic proliferation, immune recruitment, and even drug response. Based on the finding that the tumorigenic parameters were highly correlated only in mature TSs, we conclude that the effects of hypoxic stress systematically affect the process that drives a glioblastoma to higher malignancy.


Assuntos
Neoplasias Encefálicas/patologia , Carcinogênese/patologia , Glioblastoma/patologia , Hipóxia Tumoral , Neoplasias Encefálicas/metabolismo , Carcinogênese/metabolismo , Técnicas de Cultura de Células , Linhagem Celular Tumoral , Glioblastoma/metabolismo , Células Endoteliais da Veia Umbilical Humana , Humanos , Estresse Oxidativo , Fatores de Tempo , Microambiente Tumoral
17.
Pathol Oncol Res ; 25(1): 21-31, 2019 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-28948518

RESUMO

Comprehensive molecular characterization of and novel therapeutic approaches to glioblastoma have been explored as a result of advancements in biotechnologies. In this study, we aimed to bring basic research discoveries closer to clinical practice and ultimately incorporate molecular classification into the routine histopathological evaluation of grade IV gliomas. Integrated results of genome-wide sequencing, transcriptomic and epigenomic analyses by The Cancer Genome Atlas Network defined the classic, proneural, neural and mesenchymal subtypes of this tumor. In a retrospective cohort, we analyzed selected subgroup-defining molecular markers in formalin-fixed paraffin-embedded surgical specimens by immunohistochemistry. Quantitative and qualitative scores of marker expression were tested in hierarchical cluster analyses to evaluate segregations of the molecular subgroups, which then were correlated with clinical parameters including patients' age, gender and overall survival. Our study has confirmed the separation of molecular glioblastoma subgroups with clear trends regarding clinical correlations. Future analyses in a larger, prospective cohort using similar methods are expected to facilitate the development of a molecular diagnostic panel that may complement routine histological work up and support prognostication as well as treatment decisions in glioblastoma.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias Encefálicas/classificação , Neoplasias Encefálicas/patologia , Regulação Neoplásica da Expressão Gênica , Glioblastoma/classificação , Glioblastoma/patologia , Transcriptoma , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/genética , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Estudos de Casos e Controles , Feminino , Seguimentos , Perfilação da Expressão Gênica , Glioblastoma/genética , Glioblastoma/metabolismo , Humanos , Imuno-Histoquímica , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida
18.
Contrast Media Mol Imaging ; 2018: 8425495, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30498402

RESUMO

Objectives: Glioblastoma, as one of the most malignant cancer in the world, usually shows substantially increased angiogenesis. Endoglin (CD105), which is an alternative proangiogenic growth factor, has been remarkably upregulated on the proliferating glioblastoma neovasculature. However, little is known on the noninvasive assessment of the expression levels of CD105 during glioblastoma progression. Herein, we investigated the potential of the molecular ultrasound imaging for the noninvasive assessment of the expression levels of the biomarker CD105 during the glioblastoma progression. Materials and Methods: The CD105-targeted perfluorocarbon-containing lipid-shelled microbubbles (MBs) were prepared. A parallel flow chamber was employed, in which the CD105-targeted and non-targeted MBs were tested across the CD105 ± expression cell lines. In vivo molecular US imaging was conducted based on a subcutaneous xenograft tumor model (n=9). Finally, the statistical analysis was conducted to quantitatively correlate the attachment numbers of MBs in the parallel flow chamber test with the CD105 expression levels of the cells in the flow cytometry test and the in vivo molecular ultrasound signals with the ex vivo expression levels of CD105 in the immunohistochemical test. Results and Discussion: The attachment numbers of the CD105-targeted MBs significantly correlated with the CD105 expression levels of the cells in the parallel flow chamber test. There was a good correlation between the in vivo molecular ultrasound signals with the CD105-targeted MBs and the ex vivo expression levels of CD105 in the immunohistochemical test. The results indicate that the molecular US imaging is much potential to assess the progression of the glioblastoma neovasculature noninvasively.


Assuntos
Meios de Contraste/farmacologia , Sistemas de Liberação de Medicamentos , Endoglina/metabolismo , Glioblastoma , Microbolhas , Proteínas de Neoplasias/metabolismo , Neoplasias Experimentais , Animais , Linhagem Celular Tumoral , Glioblastoma/diagnóstico por imagem , Glioblastoma/metabolismo , Camundongos , Neoplasias Experimentais/diagnóstico por imagem , Neoplasias Experimentais/metabolismo , Ultrassonografia
19.
Cancer Genomics Proteomics ; 15(6): 437-446, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30343277

RESUMO

BACKGROUND: Although methylation of the O6-methylguanine-DNA methyltransferase (MGMT) gene promoter predicts response to temozolomide in patients with glioblastoma, no consensus exists as to which assay is best for its detection. MATERIALS AND METHODS: Methylation of MGMT promoter was examined by methylation-specific polymerase chain reaction (MSP), quantitative real-time MSP, methylation-sensitive high-resolution melting analysis, and two commercial pyrosequencing (PSQ) kits. Survival was compared among 48 patients with glioblastoma according to assay results. RESULTS: Only PSQ and MSP significantly separated patients who benefited from temozolomide, with PSQ being the superior method. For PSQ analysis, the cut-off value that best correlated with prognostic outcome was 7% methylation of MGMT. Median survival in patients with MGMT promoter methylation above this cut-off value was 7.8 months longer compared to those with less than 7% methylation. Two-year overall survival for the two groups was 42% and 7.4%, respectively. CONCLUSION: PSQ is the method of choice for MGMT promoter methylation analysis in routine clinical practice.


Assuntos
Metilação de DNA , Metilases de Modificação do DNA , Enzimas Reparadoras do DNA , DNA de Neoplasias , Glioblastoma , Reação em Cadeia da Polimerase , Regiões Promotoras Genéticas , Kit de Reagentes para Diagnóstico , Análise de Sequência de DNA , Proteínas Supressoras de Tumor , Metilases de Modificação do DNA/genética , Metilases de Modificação do DNA/metabolismo , Enzimas Reparadoras do DNA/genética , Enzimas Reparadoras do DNA/metabolismo , DNA de Neoplasias/genética , DNA de Neoplasias/metabolismo , Feminino , Glioblastoma/genética , Glioblastoma/metabolismo , Glioblastoma/mortalidade , Glioblastoma/patologia , Humanos , Masculino , Valor Preditivo dos Testes , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo
20.
PLoS One ; 13(6): e0198548, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29902200

RESUMO

A multi-center imaging trial by the American College of Radiology Imaging Network (ACRIN) "A Multicenter, phase II assessment of tumor hypoxia in glioblastoma using 18F Fluoromisonidazole (FMISO) with PET and MRI (ACRIN 6684)", was conducted to assess hypoxia in patients with glioblastoma (GBM). The aims of this study were to support the role of proton magnetic resonance spectroscopic imaging (1H MRSI) as a prognostic marker for brain tumor patients in multi-center clinical trials. Seventeen participants from four sites had analyzable 3D MRSI datasets acquired on Philips, GE or Siemens scanners at either 1.5T or 3T. MRSI data were analyzed using LCModel to quantify metabolites N-acetylaspartate (NAA), creatine (Cr), choline (Cho), and lactate (Lac). Receiver operating characteristic curves for NAA/Cho, Cho/Cr, lactate/Cr, and lactate/NAA were constructed for overall survival at 1-year (OS-1) and 6-month progression free survival (PFS-6). The OS-1 for the 17 evaluable patients was 59% (10/17). Receiver operating characteristic analyses found the NAA/Cho in tumor (AUC = 0.83, 95% CI: 0.61 to 1.00) and in peritumoral regions (AUC = 0.95, 95% CI 0.85 to 1.00) were predictive for survival at 1 year. PFS-6 was 65% (11/17). Neither NAA/Cho nor Cho/Cr was effective in predicting 6-month progression free survival. Lac/Cr in tumor was a significant negative predictor of PFS-6, indicating that higher lactate/Cr levels are associated with poorer outcome. (AUC = 0.79, 95% CI: 0.54 to 1.00). In conclusion, despite the small sample size in the setting of a multi-center trial comprising different vendors, field strengths, and varying levels of expertise at data acquisition, MRS markers NAA/Cho, Lac/Cr and Lac/NAA predicted overall survival at 1 year and 6-month progression free survival. This study validates that MRSI may be useful in evaluating the prognosis in glioblastoma and should be considered for incorporating into multi-center clinical trials.


Assuntos
Neoplasias Encefálicas/diagnóstico por imagem , Glioblastoma/diagnóstico por imagem , Espectroscopia de Prótons por Ressonância Magnética , Hipóxia Tumoral , Idoso , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/terapia , Feminino , Glioblastoma/metabolismo , Glioblastoma/mortalidade , Glioblastoma/terapia , Humanos , Imageamento Tridimensional , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Misonidazol/análogos & derivados , Tomografia por Emissão de Pósitrons , Prognóstico , Curva ROC , Compostos Radiofarmacêuticos , Hipóxia Tumoral/fisiologia
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