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1.
J Digit Imaging ; 36(6): 2367-2381, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37670181

RESUMO

Glucose transporter-1 (GLUT-1) expression level is a biomarker of tumour hypoxia condition in immunohistochemistry (IHC)-stained images. Thus, the GLUT-1 scoring is a routine procedure currently employed for predicting tumour hypoxia markers in clinical practice. However, visual assessment of GLUT-1 scores is subjective and consequently prone to inter-pathologist variability. Therefore, this study proposes an automated method for assessing GLUT-1 scores in IHC colorectal carcinoma images. For this purpose, we leverage deep transfer learning methodologies for evaluating the performance of six different pre-trained convolutional neural network (CNN) architectures: AlexNet, VGG16, GoogleNet, ResNet50, DenseNet-201 and ShuffleNet. The target CNNs are fine-tuned as classifiers or adapted as feature extractors with support vector machine (SVM) to classify GLUT-1 scores in IHC images. Our experimental results show that the winning model is the trained SVM classifier on the extracted deep features fusion Feat-Concat from DenseNet201, ResNet50 and GoogLeNet extractors. It yields the highest prediction accuracy of 98.86%, thus outperforming the other classifiers on our dataset. We also conclude, from comparing the methodologies, that the off-the-shelf feature extraction is better than the fine-tuning model in terms of time and resources required for training.


Assuntos
Aprendizado Profundo , Humanos , Transportador de Glucose Tipo 1 , Redes Neurais de Computação , Máquina de Vetores de Suporte , Hipóxia Tumoral
2.
PLoS One ; 17(6): e0269603, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35704647

RESUMO

Superparamagnetic iron oxide nanoparticles (SPIONs) coated with glucose (Glc-SPIONs) were prepared by a new approach called Metal Vapor Synthesis (MVS) and their morphological/structural features were investigated by transmission electron microscopy (TEM) and dynamic light scattering. TEM analysis revealed the presence of small roundish crystalline iron oxide nanoparticles in the organic amorphous phase of glucose, The particles were distributed in a narrow range (1.5 nm-3.5 nm) with a mean diameter of 2.7 nm. The hydrodynamic mean diameter of the Glc-SPIONs, was 15.5 nm. From 4 mg/mL onwards, there was a constant level of positive contrast in a T1-weighted sequence. In vitro experiments were performed in three cell lines: pancreatic cancer (PSN-1), human thyroid cancer (BCPAP), and human embryonic kidney non-tumor cells. We evaluated GLUT1 expression in each cell line and demonstrated that the exposure time and concentration of the Glc-SPIONs we used did not affect cell viability. PSN-1 cells were the most effective at internalizing Glc-SPIONs. Although significantly higher than the control cells, a lower Fe content was detected BCPAP cells treated with Glc-SPIONs. To confirm the involvement of GLUT1 in Glc-SPIONs internalization, cellular uptake experiments were also conducted by pre-treating cancer cells with specific GLUT1 inhibitors, All the inhibitors reduced the cancer cell uptake of Glc-SPIONs In vivo tests were performed on mice inoculated with Lewis lung carcinoma. Mice were treated with a single i.v. injection of Glc-SPION and our results showed a great bioavailability to the malignant tissue by the i.v. administration of Glc-SPIONs. Glc-SPIONs were efficiently eliminated by the kidney. To the best of our knowledge, our study demonstrates for the first time that Glc-SPIONs prepared with MVS can be electively internalized by tumor cells both in vitro and in vivo by exploiting one of the most universal metabolic anomalies of cancer.


Assuntos
Nanopartículas de Magnetita , Neoplasias , Animais , Compostos Férricos/química , Glucose , Transportador de Glucose Tipo 1 , Técnicas In Vitro , Nanopartículas Magnéticas de Óxido de Ferro , Nanopartículas de Magnetita/química , Camundongos , Neoplasias/terapia
3.
Front Immunol ; 13: 865492, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35634337

RESUMO

Excessive alcohol use increases the risk of developing respiratory infections partially due to impaired alveolar macrophage (AM) phagocytic capacity. Previously, we showed that chronic ethanol (EtOH) exposure led to mitochondrial derangements and diminished oxidative phosphorylation in AM. Since oxidative phosphorylation is needed to meet the energy demands of phagocytosis, EtOH mediated decreases in oxidative phosphorylation likely contribute to impaired AM phagocytosis. Treatment with the peroxisome proliferator-activated receptor gamma (PPARγ) ligand, pioglitazone (PIO), improved EtOH-mediated decreases in oxidative phosphorylation. In other models, hypoxia-inducible factor-1 alpha (HIF-1α) has been shown to mediate the switch from oxidative phosphorylation to glycolysis; however, the role of HIF-1α in chronic EtOH mediated derangements in AM has not been explored. We hypothesize that AM undergo a metabolic shift from oxidative phosphorylation to a glycolytic phenotype in response to chronic EtOH exposure. Further, we speculate that HIF-1α is a critical mediator of this metabolic switch. To test these hypotheses, primary mouse AM (mAM) were isolated from a mouse model of chronic EtOH consumption and a mouse AM cell line (MH-S) were exposed to EtOH in vitro. Expression of HIF-1α, glucose transporters (Glut1 and 4), and components of the glycolytic pathway (Pfkfb3 and PKM2), were measured by qRT-PCR and western blot. Lactate levels (lactate assay), cell energy phenotype (extracellular flux analyzer), glycolysis stress tests (extracellular flux analyzer), and phagocytic function (fluorescent microscopy) were conducted. EtOH exposure increased expression of HIF-1α, Glut1, Glut4, Pfkfb3, and PKM2 and shifted AM to a glycolytic phenotype. Pharmacological stabilization of HIF-1α via cobalt chloride treatment in vitro mimicked EtOH-induced AM derangements (increased glycolysis and diminished phagocytic capacity). Further, PIO treatment diminished HIF-1α levels and reversed glycolytic shift following EtOH exposure. These studies support a critical role for HIF-1α in mediating the glycolytic shift in energy metabolism of AM during excessive alcohol use.


Assuntos
Glicólise , Macrófagos Alveolares , Animais , Etanol/efeitos adversos , Transportador de Glucose Tipo 1 , Hipóxia , Ácido Láctico , Camundongos
4.
Pathobiology ; 89(3): 157-165, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35042213

RESUMO

INTRODUCTION: Hepatocellular carcinoma (HCC) has been associated to non-alcoholic fatty liver disease (NAFLD). We sought to investigate the immunoexpression of several glycolytic metabolism-associated markers in patients with HCC associated to NAFLD and associate these factors to their clinical-pathological characteristics. METHODS: We evaluated 35 HCC specimens from 21 patients diagnosed with non-alcoholic steatohepatitis (NASH) undergoing liver resection (12 patients), liver transplantation (8 patients), or both (1 patient). Histological features, clinical aspects, demographic and biochemical data, as well as the immunohistochemical reactivity for monocarboxylate transporters 1, 2, and 4; their chaperone CD147; carbonic anhydrase IX; and glucose transporter-1 (GLUT1) were assessed. RESULTS: Metabolic-associated cirrhosis was present in 12 of the 21 patients (8 child A and 4 child B scores). From 9 patients without cirrhosis, 3 presented NASH F3 and 6 NASH F2. Sixteen (76%) had diabetes mellitus, 17 (81%) arterial hypertension, and 19 (90%) body mass index above 25 kg/m2; 8 (38%) had dyslipidemia. From 35 nodules, steatosis was found in 26, ballooning in 31 nodules, 25 of them diagnosed as steatohepatitic subtype of HCC. MCT4 immunoexpression was associated with extensive intratumoral fibrosis, advanced clinical stages, and shorter overall survival. GLUT1 was noticeable in nodules with extensive intratumoral steatosis, higher intratumoral fibrosis, and advanced clinical stages. Immunohistochemical expression of the metabolic biomarkers MCT4 and GLUT1 was higher in patients with Barcelona-clinic liver cancer B or C. GLUT1 correlated with higher degree of steatosis, marked ballooning, intratumoral fibrosis, and higher parenchymal necroinflammatory activity. CONCLUSION: Our data indicate that the expression of the glycolytic phenotype of metabolic markers, especially GLUT1 and MCT4, correlates with a more severe course of HCC occurring in NASH patients.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Hepatopatia Gordurosa não Alcoólica , Biomarcadores , Carcinoma Hepatocelular/complicações , Carcinoma Hepatocelular/diagnóstico , Transportador de Glucose Tipo 1 , Humanos , Fígado/patologia , Cirrose Hepática/complicações , Neoplasias Hepáticas/complicações , Hepatopatia Gordurosa não Alcoólica/complicações , Hepatopatia Gordurosa não Alcoólica/patologia
5.
Mol Pharm ; 17(10): 3885-3899, 2020 10 05.
Artigo em Inglês | MEDLINE | ID: mdl-32787269

RESUMO

Boron neutron capture therapy (BNCT) for cancer is on the rise worldwide due to recent developments of in-hospital neutron accelerators which are expected to revolutionize patient treatments. There is an urgent need for improved boron delivery agents, and herein we have focused on studying the biochemical foundations upon which a successful GLUT1-targeting strategy to BNCT could be based. By combining synthesis and molecular modeling with affinity and cytotoxicity studies, we unravel the mechanisms behind the considerable potential of appropriately designed glucoconjugates as boron delivery agents for BNCT. In addition to addressing the biochemical premises of the approach in detail, we report on a hit glucoconjugate which displays good cytocompatibility, aqueous solubility, high transporter affinity, and, crucially, an exceptional boron delivery capacity in the in vitro assessment thereby pointing toward the significant potential embedded in this approach.


Assuntos
Terapia por Captura de Nêutron de Boro/métodos , Boro/administração & dosagem , Portadores de Fármacos/efeitos da radiação , Glucose/efeitos da radiação , Isótopos/administração & dosagem , Neoplasias/radioterapia , Boro/farmacocinética , Linhagem Celular Tumoral , Portadores de Fármacos/síntese química , Portadores de Fármacos/farmacocinética , Liberação Controlada de Fármacos/efeitos da radiação , Glucose/análogos & derivados , Glucose/síntese química , Glucose/farmacocinética , Transportador de Glucose Tipo 1/metabolismo , Humanos , Isótopos/farmacocinética , Simulação de Acoplamento Molecular
6.
PLoS One ; 12(8): e0183931, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28854263

RESUMO

Metabolism plays a fundamental role in supporting the growth, proliferation and effector functions of T cells. We investigated the impact of HIV infection on key processes that regulate glucose uptake and mitochondrial biogenesis in subpopulations of CD4+ and CD8+ T cells from 18 virologically-suppressed HIV-positive individuals on combination antiretroviral therapy (cART; median CD4+ cell count: 728 cells/µl) and 13 HIV seronegative controls. Mitochondrial membrane potential (MMP) and reactive oxygen species (ROS) production were also analysed in total CD4+ and CD8+ T cells. Among HIV+/cART individuals, expression of glucose transporter (Glut1) and mitochondrial density were highest within central memory and naïve CD4+ T cells, and lowest among effector memory and transitional memory T cells, with similar trends in HIV-negative controls. Compared to HIV-negative controls, there was a trend towards higher percentage of circulating CD4+Glut1+ T cells in HIV+/cART participants. There were no significant differences in mitochondrial dynamics between subject groups. Glut1 expression was positively correlated with mitochondrial density and MMP in total CD4+ T cells, while MMP was also positively correlated with ROS production in both CD4+ and CD8+ T cells. Our study characterizes specific metabolic features of CD4+ and CD8+ T cells in HIV-negative and HIV+/cART individuals and will invite future studies to explore the immunometabolic consequences of HIV infection.


Assuntos
Antirretrovirais/uso terapêutico , Linfócitos T CD4-Positivos/efeitos dos fármacos , Linfócitos T CD8-Positivos/efeitos dos fármacos , Infecções por HIV/tratamento farmacológico , Dinâmica Mitocondrial/efeitos dos fármacos , Adulto , Terapia Antirretroviral de Alta Atividade/métodos , Linfócitos T CD4-Positivos/metabolismo , Linfócitos T CD8-Positivos/metabolismo , Feminino , Glucose/metabolismo , Transportador de Glucose Tipo 1/metabolismo , HIV/efeitos dos fármacos , Infecções por HIV/metabolismo , Humanos , Masculino , Potencial da Membrana Mitocondrial/efeitos dos fármacos , Pessoa de Meia-Idade , Espécies Reativas de Oxigênio/metabolismo
8.
Parkinsonism Relat Disord ; 21(9): 1031-40, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26210889

RESUMO

INTRODUCTION: Dystonia is a movement disorder involving sustained or intermittent muscle contractions resulting in abnormal movements and postures. Identification of disease causing genes has allowed examination of genetically homogenous groups. Unlike the motor symptoms, non-motor characteristics are less clearly defined, despite their impact on a patient's quality of life. This review aims to examine the evidence for non-motor symptoms, addressing cohort size and methods of assessment in each study. METHODS: A systematic and standardised search strategy was used to identify the published literature relating to psychiatric symptoms, cognition, sleep disorders, sensory abnormalities and pain in each of the genetically determined dystonias. Studies were divided according to cohort size, method of assessment and whether comparison was made to an appropriate control group. RESULTS: Ninety-five articles were identified including reported clinical histories (n = 42), case reports and smaller case series (n = 12), larger case series (n = 23) and case-control cohorts (n = 18). Psychiatric symptoms were the most frequently investigated with anxiety, depression and Obsessive-Compulsive disorder being most common. Cognitive impairment involved either global deficits or isolated difficulties in specific domains. Disturbances to sleep were most common in the dopa-responsive dystonias. Sensory testing in DYT1 cases identified an intermediate subclinical phenotype. CONCLUSION: Non-motor symptoms form an integral component of the dystonia phenotype. However, future studies should involve a complete assessment of all symptom subtypes in order to understand the frequency and gene-specificity of these symptoms. This will enable early symptom identification, appropriate clinical management, and provide additional outcome measures in future clinical trials.


Assuntos
Transtornos Cognitivos/etiologia , Distonia/complicações , Distonia/genética , Predisposição Genética para Doença/genética , Transtornos Mentais/etiologia , Oxirredutases do Álcool/deficiência , Oxirredutases do Álcool/genética , Transtornos Cognitivos/genética , Distonia/classificação , GTP Cicloidrolase/deficiência , GTP Cicloidrolase/genética , Transportador de Glucose Tipo 1/deficiência , Transportador de Glucose Tipo 1/genética , Humanos , Transtornos Mentais/genética , Chaperonas Moleculares/genética , Chaperonas Moleculares/metabolismo , Fenótipo , PubMed/estatística & dados numéricos , Tirosina 3-Mono-Oxigenase/deficiência , Tirosina 3-Mono-Oxigenase/genética
10.
Cancer Radiother ; 18(4): 308-12, 2014.
Artigo em Francês | MEDLINE | ID: mdl-24746763

RESUMO

Stereotactic radiotherapy is a standard treatment option for patients with stage I non-small cell lung cancer who are unfit for surgery or who are medically operable but refuse surgery. Comparable overall survival rates in operable patients are also supported by non-randomized single-institution and population based studies. Stereotactic radiotherapy has emerged as an alternative, effective and well tolerated in treating pulmonary oligometastases. The early detection of recurrence is important in the medically operable population for whom curative surgical salvage treatments are still available. A standardized definition of recurrence criteria becomes especially important in that context. In 2012, Huang et al. proposed a follow-up algorithm for these patients, whose different points are discussed in this publication.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/cirurgia , Neoplasias Pulmonares/cirurgia , Recidiva Local de Neoplasia/diagnóstico , Radiocirurgia , Algoritmos , Carcinoma Pulmonar de Células não Pequenas/diagnóstico por imagem , Carcinoma Pulmonar de Células não Pequenas/metabolismo , Carcinoma Pulmonar de Células não Pequenas/patologia , Fluordesoxiglucose F18 , Transportador de Glucose Tipo 1/metabolismo , Transportador de Glucose Tipo 3/metabolismo , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patologia , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos
11.
Neuroimage ; 90: 93-8, 2014 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-24368263

RESUMO

The goal of this study was to evaluate the pharmacokinetics of (18)F-2-fluoro-2-deoxy-d-glucose ((18)F-FDG) and the expression of glucose transporter 1 (GLUT1) protein after blood-brain barrier (BBB) disruption of normal rat brains by focused ultrasound (FUS). After delivery of an intravenous bolus of ~37 MBq (1 mCi) (18)F-FDG, dynamic positron emission tomography scans were performed on rats with normal brains and those whose BBBs had been disrupted by FUS. Arterial blood sampling was collected throughout the scanning procedure. A 2-tissue compartmental model was used to estimate (18)F-FDG kinetic parameters in brain tissues. The rate constants Ki, K1, and k3 were assumed to characterize the uptake, transport, and hexokinase activity, respectively, of (18)F-FDG. The uptake of (18)F-FDG in brains significantly decreased immediately after the blood-brain barrier was disrupted. At the same time, the derived values of Ki, K1, and k3 for the sonicated brains were significantly lower than those for the control brains. In agreement with the reduction in glucose, Western blot analyses confirmed that focused ultrasound exposure significantly reduced the expression of GLUT1 protein in the brains. Furthermore, the effect of focused ultrasound on glucose uptake was transient and reversible 24h after sonication. Our results indicate that focused ultrasound may inhibit GLUT1 expression to decrease the glucose uptake in brain tissue during the period of BBB disruption.


Assuntos
Barreira Hematoencefálica/diagnóstico por imagem , Encéfalo/diagnóstico por imagem , Encéfalo/metabolismo , Glucose-6-Fosfato/análogos & derivados , Glucose/metabolismo , Compostos Radiofarmacêuticos/farmacocinética , Animais , Barreira Hematoencefálica/metabolismo , Barreira Hematoencefálica/patologia , Western Blotting , Transportador de Glucose Tipo 1/biossíntese , Glucose-6-Fosfato/farmacocinética , Masculino , Tomografia por Emissão de Pósitrons , Ratos , Ratos Sprague-Dawley , Ultrassonografia/métodos
12.
J Transl Med ; 11: 185, 2013 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-23927384

RESUMO

BACKGROUND: Hypoxia inducible factor-1 alpha (HIF-1α), induced by tumor hypoxia, regulates tumor cell metabolism and metastasis by up-regulation of c-Met, carbonic anhydrase 9 (CA9) and glucose transporter 1 (GLUT1). The prognostic significance of hypoxia and metabolic markers is not clearly defined in cervical cancer. Here, we have examined the primary players in the hypoxia signaling pathway, by immunohistochemistry, but confirming their interactions, as well as defining which proteins are associated with outcome. METHODS: The study subjects were comprised of cervical intraepithelial neoplasia (CIN, n = 209), carcinoma in situ (CIS, n = 74), cervical cancer (n = 179), and matched nonadjacent normal tissues (n = 357). Immunohistochemistry (IHC) was performed to identify HIF-1α, c-Met, CA9, and GLUT1. IHC scoring was performed using automated digital image analysis and the association of hypoxic markers with prognostic outcome was evaluated. RESULTS: HIF-1α, c-Met, CA9 and GLUT1 expression were higher in cervical cancer than in CIN and normal cervix (all P < 0.001). Among these markers, expression of HIF-1α and c-Met were significantly different in FIGO stage (P < 0.001 and P = 0.019, respectively) and patients with lymph node metastasis (P < 0.001 and P = 0.010, respectively). HIF-1α expression was correlated with c-Met expression in cervical cancer (P < 0.001). High expression of HIF-1α and c-Met showed worse 5-year overall survival rate (P = 0.047 and P = 0.005, respectively) than low expression group, but CA9 and GLUT1 did not show significant survival difference. After adjusting the prognostic covariates, c-Met was found to be an independent risk factor (HR=3.27; 95% CI, 1.05-10.23, P = 0.041) for overall survival in cervical cancer. CONCLUSIONS: We demonstrate that c-Met correlates with HIF-1α and is a poor prognostic factor in survival in cervical cancer.


Assuntos
Subunidade alfa do Fator 1 Induzível por Hipóxia/metabolismo , Hipóxia , Proteínas Proto-Oncogênicas c-met/metabolismo , Neoplasias do Colo do Útero/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Antígenos de Neoplasias/metabolismo , Automação , Anidrase Carbônica IX , Anidrases Carbônicas/metabolismo , Carcinoma in Situ/metabolismo , Estudos de Coortes , Intervalo Livre de Doença , Feminino , Transportador de Glucose Tipo 1/metabolismo , Humanos , Processamento de Imagem Assistida por Computador , Imuno-Histoquímica , Pessoa de Meia-Idade , Análise de Sequência com Séries de Oligonucleotídeos , Prognóstico , Resultado do Tratamento , Neoplasias do Colo do Útero/diagnóstico , Adulto Jovem , Displasia do Colo do Útero/metabolismo
13.
J Mol Histol ; 42(4): 341-54, 2011 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-21732047

RESUMO

Hypoxia is thought to be critical in regulating physiological processes within the female reproductive system, including ovulation, composition of the fluid in the oviductal/uterine lumens and ovarian follicle development. This study examined the localisation of exogenous (pimonidazole) and endogenous [hypoxia inducible factor 1α and 2α (HIF1α, -2α), glucose transporter type 1 (GLUT1) and carbonic anhydrase 9 (CAIX)] hypoxia-related antigens within the oviduct and uterus of the rat reproductive tract. The extent to which each endogenous antigen co-compartmentalised with pimonidazole was also assessed. Female Wistar Furth rats (n = 10) were injected intraperitoneally with pimonidazole (60 mg/kg) 1 h prior to death. Reproductive tissues were removed immediately following death and fixed in 4% paraformaldehyde before being embedded in paraffin. Serial sections were cut (6-7 µm thick) and antigens of interest identified using standard immunohistochemical procedures. The mucosal epithelia of the ampulla, isthmus and uterus were immunopositive for pimonidazole in most sections. Co-compartmentalisation of pimonidazole with HIF1α was only expressed in the mucosa of the uterus whilst co-compartmentalisation with HIF2α was observed in the mucosa of the ampulla, isthmus and uterus. Both GLUT1 and CAIX were co-compartmentalised with pimonidazole in mucosa of the isthmus and uterus. This study confirms that mucosal regions of the rat oviduct and uterus frequently experience severe hypoxia and there are compartment specific variations in expression of endogenous hypoxia-related antigens, including the HIF isoforms. The latter observation may relate to target gene specificity of HIF isoforms or perhaps HIF2α's responsiveness to non-hypoxic stimuli such as hypoglycaemia independently of HIF1α.


Assuntos
Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Biomarcadores/metabolismo , Endométrio/metabolismo , Tubas Uterinas/metabolismo , Subunidade alfa do Fator 1 Induzível por Hipóxia/genética , Hipóxia , Animais , Fatores de Transcrição Hélice-Alça-Hélice Básicos/metabolismo , Endométrio/citologia , Epitélio/metabolismo , Tubas Uterinas/citologia , Feminino , Transportador de Glucose Tipo 1/metabolismo , Hipóxia/genética , Hipóxia/metabolismo , Subunidade alfa do Fator 1 Induzível por Hipóxia/metabolismo , Mucosa/citologia , Mucosa/metabolismo , Miométrio/citologia , Miométrio/metabolismo , Ratos
14.
BMC Cancer ; 11: 63, 2011 Feb 09.
Artigo em Inglês | MEDLINE | ID: mdl-21306648

RESUMO

BACKGROUND: Tumor hypoxia is linked to poor prognosis, but identification and quantification of tissue hypoxia remains a challenge. The hypoxia-specificity of HIF-1α target genes in vivo has been questioned due to the confounding influence of other microenvironmental abnormalities known to affect gene expression (e.g., low pH). Here we describe a new technique that by exploiting intratumoral oxygenation heterogeneity allows us to identify and objectively rank the most robust mRNA hypoxia biomarkers. METHODS: Mice carrying human (FaDudd) or murine (SCCVII) tumors were injected with the PET hypoxia tracer FAZA. Four hours post-injection tumors were removed, frozen, and crushed into milligram-sized fragments, which were transferred individually to pre-weighed tubes containing RNAlater and then weighed. For each fragment radioactivity per tissue mass and expression patterns of selected mRNA biomarkers were analyzed and compared. RESULTS: In both tumour models, fragmentation into pieces weighing 10 to 60 mg resulted in tissue fragments with highly variable relative content of hypoxic cells as evidenced by an up to 13-fold variation in FAZA radioactivity per mass of tissue. Linear regression analysis comparing FAZA retention with patterns of gene expression in individual tissue fragments revealed that CA9, GLUT1 and LOX mRNA levels were equally and strongly correlated to hypoxic extent in FaDudd. The same link between hypoxia and gene expression profile was observed for CA9 and GLUT1, but not LOX, in SCCVII tumors. Apparent in vivo hypoxia-specificity for other putative molecular markers of tissue hypoxia was considerably weaker. CONCLUSIONS: The portrayed technique allows multiple pairwise measurements of mRNA transcript levels and extent of hypoxia in individual tumors at a smallest possible volumetric scale which (by limiting averaging effects inherent to whole-tumor analysis) strengthen the conclusiveness on true hypoxia-specificity of candidate genes while limiting the required number of tumors. Among tested genes, our study identified CA9, GLUT1 and possibly LOX as highly specific biomarkers of tumor hypoxia in vivo.


Assuntos
Biomarcadores Tumorais/genética , Hipóxia/genética , Neoplasias Experimentais/genética , RNA Mensageiro/metabolismo , Animais , Anidrases Carbônicas/genética , Linhagem Celular Tumoral , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Transportador de Glucose Tipo 1/genética , Humanos , Camundongos , Camundongos Endogâmicos C3H , Camundongos Endogâmicos , Camundongos Nus , Neoplasias Experimentais/diagnóstico por imagem , Neoplasias Experimentais/patologia , Nitroimidazóis , Tomografia por Emissão de Pósitrons/métodos , Proteína-Lisina 6-Oxidase/genética , RNA Mensageiro/genética , Reprodutibilidade dos Testes , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Transplante Heterólogo
15.
Radiology ; 249(2): 510-7, 2008 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-18812560

RESUMO

PURPOSE: To establish the relationships between quantitative perfusion computed tomography (CT) parameters-specifically, primary tumor blood flow, blood volume, transit time, and permeability surface-area product-and immunohistologic markers of angiogenesis in colorectal cancer. MATERIALS AND METHODS: After institutional review board approval and informed patient consent were obtained for this prospective study, 23 patients (11 men, 12 women; mean age, 68.4 years; age range, 34.8-87.1 years) with colorectal adenocarcinoma underwent a 65-second perfusion CT examination, and tumor blood flow, blood volume, mean transit time, and permeability surface-area product were determined. After surgery, resected specimens were sectioned and stained immunohistochemically to identify CD34 for quantification of microvessel density (MVD), to identify smooth muscle actin for assessment of pericyte coverage index, to identify vascular endothelial growth factor (VEGF), and to identify glucose transporter protein (GLUT-1). Perfusion CT measurements were correlated with MVD, pericyte coverage index, VEGF expression, and GLUT-1 expression by using Pearson or Spearman rank correlation analysis, with significance assigned at the 5% level. RESULTS: Mean blood flow, blood volume, transit time, and permeability surface-area product values were 72.1 mL/min/100 g of tissue +/- 28.4 (standard deviation), 6.2 mL/100 g of tissue +/- 1.4, 9.3 seconds +/- 3.9, and 13.9 mL/min/100 g of tissue +/- 3.2, respectively. Blood volume (r = 0.59, P = .002) and permeability surface-area product (r = 0.46, P = .03) correlated positively with MVD, but blood flow (r = 0.27, P = .22) and transit time (r = -0.18, P = .44) did not. There were no significant associations between any perfusion CT parameter and pericyte coverage index (r .05), VEGF score (rho or= .15), or GLUT-1 score (rho < 0.21, P >or= .33). CONCLUSION: Tumor permeability surface-area product and blood volume correlate positively with MVD and may reflect the microvascularity of colorectal tumors.


Assuntos
Adenocarcinoma/diagnóstico por imagem , Neoplasias Colorretais/diagnóstico por imagem , Neovascularização Patológica/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/análise , Velocidade do Fluxo Sanguíneo , Meios de Contraste , Feminino , Transportador de Glucose Tipo 1/análise , Humanos , Imuno-Histoquímica , Iopamidol , Masculino , Pessoa de Meia-Idade , Interpretação de Imagem Radiográfica Assistida por Computador , Estatísticas não Paramétricas , Fator A de Crescimento do Endotélio Vascular/análise
16.
Can J Physiol Pharmacol ; 84(10): 1021-8, 2006 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-17218968

RESUMO

The use of 5-fluorouracil, topotecan, or gemcitabine was tested for enhancement of the effects of low dose rate (LDR) irradiation in an in vitro model for hepatocellular carcinoma. For comparison, all drugs were tested in combination with high dose rate (HDR) gamma-irradiation as well. Multicellular spheroids of HepG2 cells were exposed to HDR or LDR irradiation by means of external beam cobalt-60 or rhenium-188 (188Re), respectively, dissolved in the culture medium. Secondly, exposure to irradiation was combined with the cytotoxic drug. Toxicity was evaluated by means of a quantitative spheroid outgrowth assay and histology. For 5-fluorouracil, supra-additive effects were observed in combination with HDR irradiation. With 188Re, the supra-additive toxicity was only transient. For topotecan and 188Re, no supra-additive effects were seen, whereas the addition of HDR irradiation at the end of the topotecan exposure yielded lasting supra-additive effects. Incubation with gemcitabine followed by exposure to HDR irradiation, induced a synergistic toxicity on the outgrowth. No supra-additive effects were observed when HDR irradiation was added at the start of the incubation with gemcitabine or combined with LDR irradiation. For all drugs tested, supra-additive effects were observed with HDR irradiation if the timing of the irradiation was appropriate. For 188Re, no lasting supra-additive effects were observed.


Assuntos
Antineoplásicos/farmacologia , Carcinoma Hepatocelular/tratamento farmacológico , Carcinoma Hepatocelular/radioterapia , Antimetabólitos Antineoplásicos/farmacologia , Carcinoma Hepatocelular/patologia , Linhagem Celular Tumoral , Radioisótopos de Cobalto , Terapia Combinada , Desoxicitidina/análogos & derivados , Desoxicitidina/farmacologia , Relação Dose-Resposta à Radiação , Fluoruracila/farmacologia , Raios gama , Transportador de Glucose Tipo 1/genética , Humanos , Rênio , Topotecan/farmacologia , Gencitabina
17.
Cell Mol Life Sci ; 60(5): 991-8, 2003 May.
Artigo em Inglês | MEDLINE | ID: mdl-12827286

RESUMO

In mature human skeletal muscle, insulin-stimulated glucose transport is mediated primarily via the GLUT4 glucose transporter. However, in contrast to mature skeletal muscle, cultured muscle expresses significant levels of the GLUT1 glucose transporter. To assess the relative contribution of these two glucose transporters, we used a novel photolabelling techniques to assess the cell surface abundance of GLUT1 and GLUT4 specifically in primary cultures of human skeletal muscle. We demonstrate that insulin-stimulated glucose transport in cultured human skeletal muscle is mediated by GLUT4, as no effect on GLUT1 appearance at the plasma membrane was noted. Furthermore, GLUT4 mRNA and protein increased twofold (p < 0.05), after differentiation, whereas GLUT1 mRNA and protein decreased 55% (p < 0.005). Incubation of differentiated human skeletal muscle cells with a non-peptide insulin mimetic significantly (p < 0.05) increased glucose uptake and glycogen synthesis. Thus, cultured myotubes are a useful tool to facilitate biological and molecular validation of novel pharmacological agents aimed to improve glucose metabolism in skeletal muscle.


Assuntos
Insulina/farmacologia , Proteínas de Transporte de Monossacarídeos/análise , Proteínas Musculares , Músculo Esquelético/efeitos dos fármacos , Adulto , Idoso , Diferenciação Celular/efeitos dos fármacos , Células Cultivadas , Feminino , Glucose/metabolismo , Transportador de Glucose Tipo 1 , Transportador de Glucose Tipo 4 , Humanos , Masculino , Pessoa de Meia-Idade , Músculo Esquelético/citologia , Músculo Esquelético/metabolismo
18.
Oncol Rep ; 9(4): 689-92, 2002.
Artigo em Inglês | MEDLINE | ID: mdl-12066193

RESUMO

Hepatocellular carcinoma (HCC), cholangiocarcinoma (Chca) and benign bile ductule proliferations represent uncommon but important differential diagnoses in liver masses, especially if the patient has no known primary malignancy. The glucose transporter protein Glut-1 is commonly expressed in adenocarcinomas but its expression in HCC, Chca, and benign bile ductules has not been systematically investigated. Forty-two cases of Chca, 27 cases of benign bile ductule proliferations and 19 cases of HCC were stained with Glut-1. Cases were evaluated for a membranous staining pattern in tumor cells and the results compared. Twenty-one of 42 (50%) Chca stained with Glut-1 while no HCC or benign bile ductule proliferations did, neither did benign hepatocytes or portal triad structures. Glut-1 is a highly specific but insensitive stain for Chca. It may prove to be a helpful part of a diagnostic panel used to evaluate liver lesions.


Assuntos
Neoplasias dos Ductos Biliares/metabolismo , Ductos Biliares Intra-Hepáticos/metabolismo , Carcinoma Hepatocelular/metabolismo , Colangiocarcinoma/metabolismo , Neoplasias Hepáticas/metabolismo , Proteínas de Transporte de Monossacarídeos/metabolismo , Neoplasias dos Ductos Biliares/patologia , Ductos Biliares Intra-Hepáticos/patologia , Carcinoma Hepatocelular/patologia , Colangiocarcinoma/patologia , Transportador de Glucose Tipo 1 , Humanos , Técnicas Imunoenzimáticas , Neoplasias Hepáticas/patologia
19.
J Exp Biol ; 204(Pt 15): 2667-73, 2001 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-11533116

RESUMO

Recently, we reported the cloning of a putative glucose transporter (OnmyGLUT1) from rainbow trout embryos. In this paper, we describe the functional characteristics of OnmyGLUT1 and its expression during embryonic development of rainbow trout. Transport of D-glucose was analysed in Xenopus laevis oocytes following microinjection of mRNA transcribed in vitro. These experiments confirmed that OnmyGLUT1 is a facilitative Na(+)-independent transporter. Assessment of substrate selectivity, sensitivity to cytochalasin B and phloretin and kinetic parameters showed that the rainbow trout glucose transporter was similar to a carp transporter and to mammalian GLUT1. Embryonic expression of OnmyGLUT1 was studied using whole-mount in situ hybridization. Ubiquitous distribution of transcripts was observed until the early phase of somitogenesis. During the course of organogenesis, somitic expression decreased along the rostro-caudal axis, finally ceasing in the mature somites. The OnmyGLUT1 transcripts were detected in the neural crest during the whole study period. Transcripts were also found in structures that are likely to originate from the neural crest cells (gill arches, pectoral fins, upper jaw, olfactory organs and primordia of mouth lips). Hexose transport activity was detected at all developmental stages after blastulation. Cytochalasin B blocked the accumulation of phosphorylated 2-deoxy-D-glucose by dissociated embryonic cells, suggesting an important role for transport in glucose metabolism.


Assuntos
Expressão Gênica , Proteínas de Transporte de Monossacarídeos/genética , Oncorhynchus mykiss/embriologia , Oócitos/metabolismo , Xenopus laevis , Animais , Desoxiglucose/metabolismo , Feminino , Glucose/metabolismo , Transportador de Glucose Tipo 1 , Hibridização In Situ , Cinética , Proteínas de Transporte de Monossacarídeos/metabolismo , Oncorhynchus mykiss/genética , Oncorhynchus mykiss/metabolismo , Fosforilação , RNA Mensageiro/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Transfecção
20.
Biochem J ; 301 ( Pt 2): 379-84, 1994 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-8042980

RESUMO

Cerebellar granule neurons in primary culture express increasing levels of two glucose transporter isoforms, GLUT1 and GLUT3, as they differentiate in vitro. We have determined the relative abundance of GLUT1 and GLUT3 in these neurons by three different labelling methods. (1) Photoaffinity cell surface labelling of neurons with an impermeant bis-mannose photolabel revealed 6-10-fold more GLUT3 than GLUT1 and dissociation constants (Kd) for the photolabel of 55-68 microM (GLUT3) and 146-169 microM (GLUT1). Binding to both transporters was inhibited by cytochalasin B. (2) Photoaffinity labelling of neuronal membranes with a permeant forskolin derivative showed 5.5-8-fold more GLUT3 than GLUT1, whereas in rat brain membranes containing both neuronal and glial membranes, GLUT3 and GLUT1 were detected in similar proportions. (3) Biosynthetic labelling of neurons with [35S]methionine and [35S]cysteine showed GLUT3 to be 6-10-fold more abundant than GLUT1. Thus GLUT3 is quantitatively the predominant glucose-transport isoform in cultured cerebellar granule neurons.


Assuntos
Marcadores de Afinidade , Cerebelo/citologia , Proteínas de Transporte de Monossacarídeos/metabolismo , Proteínas do Tecido Nervoso , Neurônios/metabolismo , Propilaminas , Animais , Azidas , Sítios de Ligação , Células Cultivadas , Colforsina/análogos & derivados , Cisteína/metabolismo , Citocalasina B/metabolismo , Dissacarídeos , Transportador de Glucose Tipo 1 , Transportador de Glucose Tipo 3 , Glicosídeos , Técnicas de Imunoadsorção , Radioisótopos do Iodo , Metionina/metabolismo , Proteínas de Transporte de Monossacarídeos/biossíntese , Fotoquímica , Ratos , Ratos Sprague-Dawley , Radioisótopos de Enxofre
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