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1.
Childs Nerv Syst ; 37(7): 2177-2186, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33950317

RESUMEN

PURPOSE: Evidence exists, in CNS germinomas and medulloblastomas (MB), that patient sex significantly influences incidence and outcome. The role of sex genotype in other paediatric CNS tumours remains unclear. This study sought to examine the role of sex genotype in CNS tumour incidence and overall survival (OS). METHODS: Age-adjusted incidence and OS rates were collected from the Surveillance Epidemiology and End Result (SEER) registry between 2000 and 2011 for common paediatric (<=19 years) CNS tumours: pilocytic astrocytoma (PA), anaplastic astrocytoma, glioblastoma (GBM), medulloblastoma, supratentorial CNS embryonal tumour, ependymoma, and germinoma. All patients with histologically confirmed, ICD-03 coded, first tumours, were included. Kaplan-Meier and Cox regression analyses were used to calculate hazard ratios (HR). RESULTS: The total cases are as follows: males=3018 and females=2276. Highest incidence was seen in PA (n=2103). GBM displayed the worst OS, whilst PA displayed the best. Higher incidence was observed in males for all tumours, except PA. Females with ependymoma had significantly better OS compared to males, whereas males with germinomas had better OS compared to females. Females <1 year with AA had better OS than males. Increasing age significantly improved male and female survival in ependymoma and medulloblastoma. CONCLUSION: Interrogating population-based registries such as SEER minimises bias and provides credible data. Observed differences in incidence and OS between the sexes for different paediatric CNS tumours provide useful prognostic information for clinicians. Sex genotype was a significant independent prognostic factor in ependymomas and germinomas. Further investigation of possible epigenetic and hormonal differences may provide sex-specific vulnerabilities that may be exploitable for targeted therapy.


Asunto(s)
Neoplasias del Sistema Nervioso Central , Neoplasias Cerebelosas , Ependimoma , Neoplasias del Sistema Nervioso Central/epidemiología , Neoplasias del Sistema Nervioso Central/genética , Niño , Ependimoma/epidemiología , Ependimoma/genética , Femenino , Genotipo , Humanos , Incidencia , Lactante , Masculino
2.
Proc Natl Acad Sci U S A ; 114(40): 10743-10748, 2017 10 03.
Artículo en Inglés | MEDLINE | ID: mdl-28916733

RESUMEN

IDH1 mutation is the earliest genetic alteration in low-grade gliomas (LGGs), but its role in tumor recurrence is unclear. Mutant IDH1 drives overproduction of the oncometabolite d-2-hydroxyglutarate (2HG) and a CpG island (CGI) hypermethylation phenotype (G-CIMP). To investigate the role of mutant IDH1 at recurrence, we performed a longitudinal analysis of 50 IDH1 mutant LGGs. We discovered six cases with copy number alterations (CNAs) at the IDH1 locus at recurrence. Deletion or amplification of IDH1 was followed by clonal expansion and recurrence at a higher grade. Successful cultures derived from IDH1 mutant, but not IDH1 wild type, gliomas systematically deleted IDH1 in vitro and in vivo, further suggestive of selection against the heterozygous mutant state as tumors progress. Tumors and cultures with IDH1 CNA had decreased 2HG, maintenance of G-CIMP, and DNA methylation reprogramming outside CGI. Thus, while IDH1 mutation initiates gliomagenesis, in some patients mutant IDH1 and 2HG are not required for later clonal expansions.


Asunto(s)
Epigenómica , Amplificación de Genes , Glioma/genética , Isocitrato Deshidrogenasa/genética , Mutación , Recurrencia Local de Neoplasia/genética , Eliminación de Secuencia , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Neoplasias Encefálicas/patología , Variaciones en el Número de Copia de ADN , Metilación de ADN , Perfilación de la Expresión Génica , Glioma/patología , Glutaratos/metabolismo , Humanos , Isocitrato Deshidrogenasa/metabolismo , Recurrencia Local de Neoplasia/metabolismo , Recurrencia Local de Neoplasia/patología , Células Tumorales Cultivadas
3.
BMC Bioinformatics ; 20(1): 334, 2019 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-31200644

RESUMEN

BACKGROUND: Untargeted metabolomics datasets contain large proportions of uninformative features that can impede subsequent statistical analysis such as biomarker discovery and metabolic pathway analysis. Thus, there is a need for versatile and data-adaptive methods for filtering data prior to investigating the underlying biological phenomena. Here, we propose a data-adaptive pipeline for filtering metabolomics data that are generated by liquid chromatography-mass spectrometry (LC-MS) platforms. Our data-adaptive pipeline includes novel methods for filtering features based on blank samples, proportions of missing values, and estimated intra-class correlation coefficients. RESULTS: Using metabolomics datasets that were generated in our laboratory from samples of human blood, as well as two public LC-MS datasets, we compared our data-adaptive filtering method with traditional methods that rely on non-method specific thresholds. The data-adaptive approach outperformed traditional approaches in terms of removing noisy features and retaining high quality, biologically informative ones. The R code for running the data-adaptive filtering method is provided at https://github.com/courtneyschiffman/Metabolomics-Filtering . CONCLUSIONS: Our proposed data-adaptive filtering pipeline is intuitive and effectively removes uninformative features from untargeted metabolomics datasets. It is particularly relevant for interrogation of biological phenomena in data derived from complex matrices associated with biospecimens.


Asunto(s)
Metabolómica/métodos , Espectrometría de Masas en Tándem/métodos , Cromatografía Liquida , Neoplasias Colorrectales/metabolismo , Bases de Datos como Asunto , Humanos , Redes y Vías Metabólicas
4.
Bioinformatics ; 34(20): 3589-3590, 2018 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-29790936

RESUMEN

Summary: Liquid chromatography mass spectrometry (LC-MS) is the favored method for untargeted metabolomic analysis of small molecules in biofluids. Here we present SimExTargId, an open-source R package for autonomous analysis of metabolomic data and real-time observation of experimental runs. This simultaneous, fully automated and multi-threaded (optional) package is a wrapper for vendor-independent format conversion (ProteoWizard), xcms- and CAMERA- based peak-picking, MetMSLine-based pre-processing and covariate-based statistical analysis. Users are notified of detrimental instrument drift or errors by email. Also included are two shiny applications, targetId for real-time MS2 target identification, and peakMonitor to monitor targeted metabolites. Availability and implementation: SimExTargId is publicly available under GNU LGPL v3.0 license at https://github.com/JosieLHayes/simExTargId, which includes a vignette with example data. SimExTargId should be installed on a dedicated data-processing workstation or server that is networked to the LC-MS platform to facilitate MS1 profiling of metabolomic data. Supplementary information: Supplementary data are available at Bioinformatics online.


Asunto(s)
Cromatografía Liquida/métodos , Programas Informáticos , Espectrometría de Masas en Tándem/métodos , Metabolómica , Factores de Tiempo
5.
J Clin Invest ; 133(5)2023 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-36856115

RESUMEN

Cancer-associated fibroblasts (CAFs) were presumed absent in glioblastoma given the lack of brain fibroblasts. Serial trypsinization of glioblastoma specimens yielded cells with CAF morphology and single-cell transcriptomic profiles based on their lack of copy number variations (CNVs) and elevated individual cell CAF probability scores derived from the expression of 9 CAF markers and absence of 5 markers from non-CAF stromal cells sharing features with CAFs. Cells without CNVs and with high CAF probability scores were identified in single-cell RNA-Seq of 12 patient glioblastomas. Pseudotime reconstruction revealed that immature CAFs evolved into subtypes, with mature CAFs expressing actin alpha 2, smooth muscle (ACTA2). Spatial transcriptomics from 16 patient glioblastomas confirmed CAF proximity to mesenchymal glioblastoma stem cells (GSCs), endothelial cells, and M2 macrophages. CAFs were chemotactically attracted to GSCs, and CAFs enriched GSCs. We created a resource of inferred crosstalk by mapping expression of receptors to their cognate ligands, identifying PDGF and TGF-ß as mediators of GSC effects on CAFs and osteopontin and HGF as mediators of CAF-induced GSC enrichment. CAFs induced M2 macrophage polarization by producing the extra domain A (EDA) fibronectin variant that binds macrophage TLR4. Supplementing GSC-derived xenografts with CAFs enhanced in vivo tumor growth. These findings are among the first to identify glioblastoma CAFs and their GSC interactions, making them an intriguing target.


Asunto(s)
Fibroblastos Asociados al Cáncer , Glioblastoma , Humanos , Glioblastoma/genética , Transcriptoma , Variaciones en el Número de Copia de ADN , Células Endoteliales , Análisis de Secuencia de ARN
6.
Leuk Res ; 88: 106268, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31760269

RESUMEN

The developing fetus is exposed to chemicals, which are metabolized to electrophiles that form adducts with nucleophilic Cys34 of human serum albumin (HSA). By measuring these adducts in neonatal blood spots (NBS), we obtain information regarding fetal exposures during the last month of gestation. To discover potential risk factors for childhood leukemia resulting from in utero exposures, we used untargeted adductomics to measure HSA-Cys34 adducts in 782 archived NBS, collected from incident cases of childhood acute lymphoblastic leukemia (ALL) or acute myeloid leukemia (AML) and matched population-based controls. Among a total of 28 Cys34 modifications that were measured, we found no differences in adduct abundances between childhood leukemia cases and controls overall. However, cases of T-cell ALL had higher abundances of adducts of reactive carbonyl species and a Cys34 disulfide of homocysteine was present at lower levels in AML cases. These results suggest that oxidative stress and lipid peroxidation may be etiologic factors of T-cell ALL, and alterations in one-carbon metabolism and epigenetic changes may be predictors of AML. Future replication of the results with larger sample sizes is necessary.


Asunto(s)
Pruebas con Sangre Seca , Leucemia/diagnóstico , Tamizaje Neonatal/métodos , Proteómica/métodos , Especies Reactivas de Oxígeno/análisis , Albúmina Sérica Humana/análisis , Adolescente , Edad de Inicio , Estudios de Casos y Controles , Niño , Preescolar , Cromatografía Líquida de Alta Presión , Pruebas con Sangre Seca/métodos , Femenino , Humanos , Lactante , Recién Nacido , Leucemia/sangre , Leucemia/epidemiología , Peroxidación de Lípido , Masculino , Estrés Oxidativo/fisiología , Procesamiento Proteico-Postraduccional , Especies Reactivas de Oxígeno/sangre , Albúmina Sérica Humana/metabolismo
7.
Cancers (Basel) ; 11(4)2019 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-30987208

RESUMEN

We previously showed lithium chloride (LiCl) and other inhibitors of glycogen synthase kinase-3 (GSK-3) including 6-bromo-indirubin-3-oxime (BIO), can block glioblastoma (GBM) cell migration. To investigate the mechanisms involved we used two-dimensional difference in-gel electrophoresis (2D-DIGE) and mass spectrometry to identify proteins altered after treatment of U251 GBM cells with 20 mM LiCl. Downregulation of the intermediate filament protein vimentin was the most significant change identified. Analysis of patient tumor samples revealed that vimentin is expressed abundantly in GBM, and is prognostic especially in lower grade tumors. Additionally, siRNA-mediated vimentin knockdown impaired GBM migration. Western blotting showed that treatment with LiCl or small molecule GSK-3 inhibitors led to the rapid downregulation of detergent soluble vimentin levels across a panel of GBM-derived cells. Fluorescence reactivation after photobleaching (FRAP) microscopy studies showed a significant reduction in the ability of the vimentin cytoskeleton to recover from photo-bleaching in the presence of LiCl or BIO. Biochemical studies revealed that GSK-3 and vimentin directly interact, and analysis of vimentin revealed a GSK-3 consensus phosphorylation site. We conclude that anti-migratory compounds with the ability to inhibit GSK-3 have effects on vimentin cytoskeletal dynamics, which may play a role in their anti-invasive activity.

8.
Nat Commun ; 10(1): 442, 2019 01 25.
Artículo en Inglés | MEDLINE | ID: mdl-30683859

RESUMEN

MicroRNA deregulation is a consistent feature of glioblastoma, yet the biological effect of each single gene is generally modest, and therapeutically negligible. Here we describe a module of microRNAs, constituted by miR-124, miR-128 and miR-137, which are co-expressed during neuronal differentiation and simultaneously lost in gliomagenesis. Each one of these miRs targets several transcriptional regulators, including the oncogenic chromatin repressors EZH2, BMI1 and LSD1, which are functionally interdependent and involved in glioblastoma recurrence after therapeutic chemoradiation. Synchronizing the expression of these three microRNAs in a gene therapy approach displays significant anticancer synergism, abrogates this epigenetic-mediated, multi-protein tumor survival mechanism and results in a 5-fold increase in survival when combined with chemotherapy in murine glioblastoma models. These transgenic microRNA clusters display intercellular propagation in vivo, via extracellular vesicles, extending their biological effect throughout the whole tumor. Our results support the rationale and feasibility of combinatorial microRNA strategies for anticancer therapies.


Asunto(s)
Neoplasias Encefálicas/genética , Regulación Neoplásica de la Expresión Génica , Glioblastoma/genética , MicroARNs/genética , Animales , Antineoplásicos Alquilantes/farmacología , Neoplasias Encefálicas/mortalidad , Neoplasias Encefálicas/patología , Neoplasias Encefálicas/terapia , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Proliferación Celular/efectos de la radiación , Análisis por Conglomerados , Proteína Potenciadora del Homólogo Zeste 2/genética , Proteína Potenciadora del Homólogo Zeste 2/metabolismo , Epigénesis Genética , Vesículas Extracelulares/química , Vesículas Extracelulares/metabolismo , Femenino , Rayos gamma/uso terapéutico , Glioblastoma/mortalidad , Glioblastoma/patología , Glioblastoma/terapia , Histona Demetilasas/genética , Histona Demetilasas/metabolismo , Humanos , Ratones , Ratones Desnudos , MicroARNs/metabolismo , Neuroglía/efectos de los fármacos , Neuroglía/metabolismo , Neuroglía/patología , Neuroglía/efectos de la radiación , Complejo Represivo Polycomb 1/genética , Complejo Represivo Polycomb 1/metabolismo , Análisis de Supervivencia , Temozolomida/farmacología , Ensayos Antitumor por Modelo de Xenoinjerto
9.
Biochim Biophys Acta Gene Regul Mech ; 1861(11): 996-1006, 2018 11.
Artículo en Inglés | MEDLINE | ID: mdl-30343695

RESUMEN

MicroRNAs and RNA-binding proteins exert regulation on >60% of coding genes, yet interplay between them is little studied. Canonical microRNA binding occurs by base-pairing of microRNA 3'-ends to complementary "seed regions" in mRNA 3'UTRs, resulting in translational repression. Similarly, regulatory RNA-binding proteins bind to mRNAs, modifying stability or translation. We investigated post-transcriptional regulation acting on the xenobiotic pump ABCB1/P-glycoprotein, which is implicated in cancer therapy resistance. We characterised the ABCB1 UTRs in primary breast cancer cells and identified UTR sequences that responded to miR-19b despite lacking a canonical binding site. Sequences did, however, contain consensus sites for the RNA-binding protein HuR. We demonstrated that a tripartite complex of HuR, miR-19b and UTR directs repression of ABCB1/P-glycoprotein expression, with HuR essential for non-canonical miR-19b binding thereby controlling chemosensitivity of breast cancer cells. This exemplifies a new cooperative model between RNA-binding proteins and microRNAs to expand the repertoire of mRNAs that can be regulated. This study suggests a novel therapeutic target to impair P-glycoprotein mediated drug efflux, and also indicates that current microRNA binding predictions that rely on seed regions alone may be too conservative.


Asunto(s)
Neoplasias de la Mama/metabolismo , Proteína 1 Similar a ELAV/metabolismo , MicroARNs/metabolismo , Subfamilia B de Transportador de Casetes de Unión a ATP/metabolismo , Antibióticos Antineoplásicos/farmacología , Mama/metabolismo , Línea Celular , Doxorrubicina/farmacología , Resistencia a Antineoplásicos , Femenino , Humanos , ARN Mensajero/metabolismo
10.
Cancer Cell ; 34(3): 513-528.e8, 2018 09 10.
Artículo en Inglés | MEDLINE | ID: mdl-30205050

RESUMEN

TERT promoter mutations reactivate telomerase, allowing for indefinite telomere maintenance and enabling cellular immortalization. These mutations specifically recruit the multimeric ETS factor GABP, which can form two functionally independent transcription factor species: a dimer or a tetramer. We show that genetic disruption of GABPß1L (ß1L), a tetramer-forming isoform of GABP that is dispensable for normal development, results in TERT silencing in a TERT promoter mutation-dependent manner. Reducing TERT expression by disrupting ß1L culminates in telomere loss and cell death exclusively in TERT promoter mutant cells. Orthotopic xenografting of ß1L-reduced, TERT promoter mutant glioblastoma cells rendered lower tumor burden and longer overall survival in mice. These results highlight the critical role of GABPß1L in enabling immortality in TERT promoter mutant glioblastoma.


Asunto(s)
Neoplasias Encefálicas/genética , Factor de Transcripción de la Proteína de Unión a GA/metabolismo , Glioblastoma/patología , Regiones Promotoras Genéticas/genética , Telomerasa/genética , Animales , Neoplasias Encefálicas/mortalidad , Neoplasias Encefálicas/patología , Femenino , Factor de Transcripción de la Proteína de Unión a GA/genética , Técnicas de Silenciamiento del Gen , Glioblastoma/genética , Glioblastoma/mortalidad , Humanos , Masculino , Ratones , Ratones Desnudos , Mutación , Cultivo Primario de Células , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Multimerización de Proteína/genética , ARN Interferente Pequeño/metabolismo , Análisis de Supervivencia , Telomerasa/metabolismo , Telómero/metabolismo , Células Tumorales Cultivadas , Ensayos Antitumor por Modelo de Xenoinjerto
11.
Neuro Oncol ; 20(5): 632-641, 2018 04 09.
Artículo en Inglés | MEDLINE | ID: mdl-29077933

RESUMEN

Background: Rare multicentric lower-grade gliomas (LGGs) represent a unique opportunity to study the heterogeneity among distinct tumor foci in a single patient and to infer their origins and parallel patterns of evolution. Methods: In this study, we integrate clinical features, histology, and immunohistochemistry for 4 patients with multicentric LGG, arising both synchronously and metachronously. For 3 patients we analyze the phylogeny of the lesions using exome sequencing, including one case with a total of 8 samples from the 2 lesions. Results: One patient was diagnosed with multicentric isocitrate dehydrogenase 1 (IDH1) mutated diffuse astrocytomas harboring distinct IDH1 mutations, R132H and R132C; the latter mutation has been associated with Li-Fraumeni syndrome, which was subsequently confirmed in the patient's germline DNA and shown in additional cases with The Cancer Genome Atlas data. In another patient, phylogenetic analysis of synchronously arising grade II and grade III diffuse astrocytomas demonstrated a single shared mutation, IDH1 R132H, and revealed convergent evolution via non-overlapping mutations in ATRX and TP53. In 2 cases, there was divergent evolution of IDH1-mutated and 1p/19q-codeleted oligodendroglioma and IDH1-mutated and 1p/19q-intact diffuse astrocytoma, occurring synchronously in one case and metachronously in a second. Conclusions: Each tumor in multicentric LGG cases may arise independently or may diverge very early in their development, presenting as genetically and histologically distinct tumors. Comprehensive sampling of these lesions can therefore significantly alter diagnosis and management. Additionally, somatic IDH1 R132C mutation in either multicentric or solitary LGG identifies unsuspected germline TP53 mutation, validating the limited number of published cases.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias Encefálicas/genética , Evolución Clonal , Genómica/métodos , Glioma/genética , Mutación , Adulto , Neoplasias Encefálicas/patología , Femenino , Glioma/patología , Humanos , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Filogenia , Adulto Joven
12.
Sci Adv ; 4(3): eaar2766, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29532035

RESUMEN

Binding of programmed death ligand-1 (PD-L1) to programmed cell death protein-1 (PD1) leads to cancer immune evasion via inhibition of T cell function. One of the defining characteristics of glioblastoma, a universally fatal brain cancer, is its profound local and systemic immunosuppression. Glioblastoma has also been shown to generate extracellular vesicles (EVs), which may play an important role in tumor progression. We thus hypothesized that glioblastoma EVs may be important mediators of immunosuppression and that PD-L1 could play a role. We show that glioblastoma EVs block T cell activation and proliferation in response to T cell receptor stimulation. PD-L1 was expressed on the surface of some, but not of all, glioblastoma-derived EVs, with the potential to directly bind to PD1. An anti-PD1 receptor blocking antibody significantly reversed the EV-mediated blockade of T cell activation but only when PD-L1 was present on EVs. When glioblastoma PD-L1 was up-regulated by IFN-γ, EVs also showed some PD-L1-dependent inhibition of T cell activation. PD-L1 expression correlated with the mesenchymal transcriptome profile and was anatomically localized in the perinecrotic and pseudopalisading niche of human glioblastoma specimens. PD-L1 DNA was present in circulating EVs from glioblastoma patients where it correlated with tumor volumes of up to 60 cm3. These results suggest that PD-L1 on EVs may be another mechanism for glioblastoma to suppress antitumor immunity and support the potential of EVs as biomarkers in tumor patients.


Asunto(s)
Antígeno B7-H1/metabolismo , Neoplasias Encefálicas/inmunología , Vesículas Extracelulares/metabolismo , Glioblastoma/inmunología , Evasión Inmune , Antígenos de Neoplasias/inmunología , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/patología , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica , Glioblastoma/genética , Glioblastoma/patología , Humanos , Interferón gamma/metabolismo , Activación de Linfocitos/inmunología , Células Madre Neoplásicas/metabolismo , Células Madre Neoplásicas/patología , Receptores de Antígenos de Linfocitos T/metabolismo , Linfocitos T , Regulación hacia Arriba
13.
JCI Insight ; 2(2): e88815, 2017 01 26.
Artículo en Inglés | MEDLINE | ID: mdl-28138554

RESUMEN

Clinical trials revealed limited response duration of glioblastomas to VEGF-neutralizing antibody bevacizumab. Thriving in the devascularized microenvironment occurring after antiangiogenic therapy requires tumor cell adaptation to decreased glucose, with 50% less glucose identified in bevacizumab-treated xenografts. Compared with bevacizumab-responsive xenograft cells, resistant cells exhibited increased glucose uptake, glycolysis, 13C NMR pyruvate to lactate conversion, and survival in low glucose. Glucose transporter 3 (GLUT3) was upregulated in bevacizumab-resistant versus sensitive xenografts and patient specimens in a HIF-1α-dependent manner. Resistant versus sensitive cell mitochondria in oxidative phosphorylation-selective conditions produced less ATP. Despite unchanged mitochondrial numbers, normoxic resistant cells had lower mitochondrial membrane potential than sensitive cells, confirming poorer mitochondrial health, but avoided the mitochondrial dysfunction of hypoxic sensitive cells. Thin-layer chromatography revealed increased triglycerides in bevacizumab-resistant versus sensitive xenografts, a change driven by mitochondrial stress. A glycogen synthase kinase-3ß inhibitor suppressing GLUT3 transcription caused greater cell death in bevacizumab-resistant than -responsive cells. Overexpressing GLUT3 in tumor cells recapitulated bevacizumab-resistant cell features: survival and proliferation in low glucose, increased glycolysis, impaired oxidative phosphorylation, and rapid in vivo proliferation only slowed by bevacizumab to that of untreated bevacizumab-responsive tumors. Targeting GLUT3 or the increased glycolysis reliance in resistant tumors could unlock the potential of antiangiogenic treatments.


Asunto(s)
Inhibidores de la Angiogénesis/uso terapéutico , Bevacizumab/uso terapéutico , Resistencia a Antineoplásicos/genética , Glioblastoma/tratamiento farmacológico , Transportador de Glucosa de Tipo 3/genética , Glucólisis , Inhibidores de la Angiogénesis/farmacología , Animales , Bevacizumab/farmacología , Línea Celular Tumoral , Supervivencia Celular , Resistencia a Antineoplásicos/efectos de los fármacos , Glioblastoma/irrigación sanguínea , Glioblastoma/genética , Glioblastoma/metabolismo , Glucosa/metabolismo , Transportador de Glucosa de Tipo 3/efectos de los fármacos , Humanos , Espectroscopía de Resonancia Magnética , Ratones , Ratones Desnudos , Trasplante de Neoplasias , Fosforilación Oxidativa , Ácido Pirúvico/metabolismo , Regulación hacia Arriba
14.
Mol Oncol ; 10(8): 1296-304, 2016 10.
Artículo en Inglés | MEDLINE | ID: mdl-27396951

RESUMEN

PURPOSE: We investigated whether microRNA expression data from glioblastoma could be used to produce a profile that defines a bevacizumab responsive group of patients. PATIENTS AND METHODS: TCGA microRNA expression data from tumors resected at first diagnosis of glioblastoma in patients treated with bevacizumab at any time during the course of their disease were randomly separated into training (n = 50) and test (n = 37) groups for model generation. MicroRNA-seq data for 51 patients whose treatment included bevacizumab in the BELOB trial were used as an independent validation cohort. RESULTS: Using penalized regression we identified 8 microRNAs as potential predictors of overall survival in the training set. We dichotomized the response score based on the most prognostic minimum of a density plot of the response scores (log-rank HR = 0.16, p = 1.2e(-5)) and validated the profile in the test cohort (one-sided log-rank HR = 0.34, p = 0.026). Analysis of the profile using all samples in the TCGA glioblastoma dataset, regardless of treatment received, (n = 473) showed that the prediction of patient benefit was not significant (HR = 0.84, p = 0.083) suggesting the profile is specific to bevacizumab. Further independent validation of our microRNA profile in RNA-seq data from patients treated with bevacizumab (alone or in combination with CCNU) at glioblastoma recurrence in the BELOB trial confirmed that our microRNA profile predicted patient benefit from bevacizumab (HR = 0.59, p = 0.043). CONCLUSION: We have identified and validated an 8-microRNA profile that predicts overall survival in patients with glioblastoma treated with bevacizumab. This may be useful for identifying patients who are likely to benefit from this agent.


Asunto(s)
Bevacizumab/uso terapéutico , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/genética , Perfilación de la Expresión Génica , Glioblastoma/tratamiento farmacológico , Glioblastoma/genética , MicroARNs/metabolismo , Bevacizumab/farmacología , Ensayos Clínicos como Asunto , Supervivencia sin Enfermedad , Femenino , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Humanos , Masculino , MicroARNs/genética , Persona de Mediana Edad , Análisis Multivariante , Pronóstico , Reproducibilidad de los Resultados , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética
15.
Oncoscience ; 2(3): 252-62, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25897422

RESUMEN

MicroRNA expression can be exploited to define tumor prognosis and stratification for precision medicine. It remains unclear whether prognostic microRNA signatures are exclusively tumor grade and/or molecular subtype-specific, or whether common signatures of aggressive clinical behavior can be identified. Here, we defined microRNAs that are associated with good and poor prognosis in grade III and IV gliomas using data from The Cancer Genome Atlas. Pathway analysis of microRNA targets that are differentially expressed in good and poor prognosis glioma identified a link to oligodendrocyte development. Notably, a microRNA expression profile that is characteristic of a specific oligodendrocyte precursor cell type (OP1) correlates with microRNA expression from 597 of these tumors and is consistently associated with poor patient outcome in grade III and IV gliomas. Our study reveals grade-independent and subtype-independent prognostic molecular signatures in high-grade glioma and provides a framework for investigating the mechanisms of brain tumor aggressiveness.

16.
Mol Oncol ; 9(3): 704-14, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25499534

RESUMEN

BACKGROUND: Glioblastoma is the most aggressive primary brain tumor, and is associated with a very poor prognosis. In this study we investigated the potential of microRNA expression profiles to predict survival in this challenging disease. METHODS: MicroRNA and mRNA expression data from glioblastoma (n = 475) and grade II and III glioma (n = 178) were accessed from The Cancer Genome Atlas. LASSO regression models were used to identify a prognostic microRNA signature. Functionally relevant targets of microRNAs were determined using microRNA target prediction, experimental validation and correlation of microRNA and mRNA expression data. RESULTS: A 9-microRNA prognostic signature was identified which stratified patients into risk groups strongly associated with survival (p = 2.26e-09), significant in all glioblastoma subtypes except the non-G-CIMP proneural group. The statistical significance of the microRNA signature was higher than MGMT methylation in temozolomide treated tumors. The 9-microRNA risk score was validated in an independent dataset (p = 4.50e-02) and also stratified patients into high- and low-risk groups in lower grade glioma (p = 5.20e-03). The majority of the 9 microRNAs have been previously linked to glioblastoma biology or treatment response. Integration of the expression patterns of predicted microRNA targets revealed a number of relevant microRNA/target pairs, which were validated in cell lines. CONCLUSIONS: We have identified a novel, biologically relevant microRNA signature that stratifies high- and low-risk patients in glioblastoma. MicroRNA/mRNA interactions identified within the signature point to novel regulatory networks. This is the first study to formulate a survival risk score for glioblastoma which consists of microRNAs associated with glioblastoma biology and/or treatment response, indicating a functionally relevant signature.


Asunto(s)
Neoplasias Encefálicas/genética , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Glioblastoma/genética , MicroARNs/genética , Anciano , Neoplasias Encefálicas/tratamiento farmacológico , Línea Celular Tumoral , Dacarbazina/análogos & derivados , Dacarbazina/farmacología , Dacarbazina/uso terapéutico , Bases de Datos Genéticas , Femenino , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Glioblastoma/tratamiento farmacológico , Humanos , Masculino , MicroARNs/metabolismo , Persona de Mediana Edad , Clasificación del Tumor , Pronóstico , Análisis de Regresión , Factores de Riesgo , Análisis de Supervivencia , Temozolomida , Resultado del Tratamiento
17.
Trends Mol Med ; 20(8): 460-9, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-25027972

RESUMEN

The emergence of microRNAs has been one of the defining developments in cancer biology over the past decade, and the explosion of knowledge in this area has brought forward new diagnostic and therapeutic opportunities. The importance of microRNAs in cancer has been underlined by the identification of alterations in microRNA target binding sites and the microRNA processing machinery in tumor cells. Clinical trials utilizing microRNA profiling for patient prognosis and clinical response are now underway, and the first microRNA mimic entered the clinic for cancer therapy in 2013. In this article we review the potential applications of microRNAs for the clinical assessment of patient outcome in cancer, as well as in cancer monitoring and therapy.


Asunto(s)
MicroARNs/genética , Neoplasias/genética , Animales , Biomarcadores de Tumor/sangre , Biomarcadores de Tumor/genética , Regulación Neoplásica de la Expresión Génica , Redes Reguladoras de Genes , Terapia Genética/métodos , Humanos , MicroARNs/sangre , Neoplasias/sangre , Neoplasias/diagnóstico , Neoplasias/terapia , Pronóstico
18.
Cancer Res ; 74(5): 1541-53, 2014 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-24425048

RESUMEN

Great interest persists in useful prognostic and therapeutic targets in glioblastoma. In this study, we report the definition of miRNA (miR)-148a as a novel prognostic oncomiR in glioblastoma. miR-148a expression was elevated in human glioblastoma specimens, cell lines, and stem cells (GSC) compared with normal human brain and astrocytes. High levels were a risk indicator for glioblastoma patient survival. Functionally, miR-148a expression increased cell growth, survival, migration, and invasion in glioblastoma cells and GSCs and promoted GSC neurosphere formation. Two direct targets of miR-148a were identified, the EGF receptor (EGFR) regulator MIG6 and the apoptosis regulator BIM, which rescue experiments showed were essential to mediate the oncogenic activity of miR-148a. By inhibiting MIG6 expression, miR-148a reduced EGFR trafficking to Rab7-expressing compartments, which includes late endosomes and lysosomes. This process coincided with reduced degradation and elevated expression and activation of EGFR. Finally, inhibition of miR-148a strongly suppressed GSC and glioblastoma xenograft growth in vivo. Taken together, our findings provide a comprehensive analysis of the prognostic value and oncogenic function of miR-148a in glioblastoma, further defining it as a potential target for glioblastoma therapy.


Asunto(s)
Proteínas Reguladoras de la Apoptosis/genética , Apoptosis/genética , Receptores ErbB/genética , Glioblastoma/genética , Glioblastoma/patología , Proteínas de la Membrana/genética , MicroARNs/genética , Proteínas Proto-Oncogénicas/genética , Proteínas Adaptadoras Transductoras de Señales/genética , Animales , Proteína 11 Similar a Bcl2 , Línea Celular Tumoral , Movimiento Celular/genética , Humanos , Ratones , Pronóstico , Regulación hacia Arriba/genética , Proteínas de Unión al GTP rab/genética , Proteínas de Unión a GTP rab7
19.
Neuro Oncol ; 15(9): 1212-24, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23733246

RESUMEN

BACKGROUND: The Polycomb Repressor Complex (PRC) is an epigenetic regulator of transcription whose action is mediated by 2 protein complexes, PRC1 and PRC2. PRC is oncogenic in glioblastoma, where it is involved in cancer stem cell maintenance and radioresistance. METHODS: We used a set of glioblastoma patient samples, glioma stem cells, and neural stem cells from a mouse model of glioblastoma. We characterized gene/protein expression and cellular phenotypes by quantitative PCR/Western blotting and clonogenic, cell-cycle, and DNA damage assays. We performed overexpression/knockdown studies by lentiviral infection and microRNA/small interfering RNA oligonucleotide transfection. RESULTS: We show that microRNA-128 (miR-128) directly targets mRNA of SUZ12, a key component of PRC2, in addition to BMI1, a component of PRC1 that we previously showed as a target as well. This blocks the partially redundant functions of PRC1/PRC2, thereby significantly reducing PRC activity and its associated histone modifications. MiR-128 and SUZ12/BMI1 show opposite expression in human glioblastomas versus normal brain and in glioma stemlike versus neural stem cells. Furthermore, miR-128 renders glioma stemlike cells less radioresistant by preventing the radiation-induced expression of both PRC components. Finally, miR-128 expression is significantly reduced in neural stem cells from the brain of young, presymptomatic mice in our mouse model of glioblastoma. This suggests that loss of miR-128 expression in brain is an early event in gliomagenesis. Moreover, knockdown of miR-128 expression in nonmalignant mouse and human neural stem cells led to elevated expression of PRC components and increased clonogenicity. CONCLUSIONS: MiR-128 is an important suppressor of PRC activity, and its absence is an early event in gliomagenesis.


Asunto(s)
Neoplasias Encefálicas/metabolismo , Glioma/metabolismo , MicroARNs/metabolismo , Células Madre Neoplásicas/metabolismo , Proteínas del Grupo Polycomb/metabolismo , Animales , Neoplasias Encefálicas/genética , Glioma/genética , Humanos , Ratones , Proteínas de Neoplasias , Complejo Represivo Polycomb 1/metabolismo , Complejo Represivo Polycomb 2/genética , Complejo Represivo Polycomb 2/metabolismo , Factores de Transcripción
20.
Genome Res ; 14(10B): 2070-5, 2004 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-15489328

RESUMEN

The understanding of gene function increasingly requires the characterization of DNA segments containing promoters and their associated regulatory sequences. We describe a novel approach for linking multiple DNA segments, here applied to the generation of promoter::reporter fusions. Promoters from Caenorhabditis elegans genes were cloned using the MultiSite Gateway cloning technology. The capacity for using this system for efficient construction of chimeric genes was explored by constructing promoter::reporter gene fusions with a gfp reporter. The promoters were found to provide appropriate expression of GFP upon introduction into C. elegans, demonstrating that the short Gateway recombination site between the promoter and the reporter did not interfere with transcription or translation. The recombinational cloning involved in the Gateway system, which permits the highly efficient and precise transfer of DNA segments between plasmid vectors, makes this technology ideal for genomics research programs.


Asunto(s)
Caenorhabditis elegans/fisiología , Expresión Génica , Genes Reporteros/fisiología , Técnicas Genéticas , Genoma , Regiones Promotoras Genéticas/genética , Proteínas Recombinantes de Fusión/fisiología , Animales , Fusión Artificial Génica , Clonación Molecular , ADN Recombinante/biosíntesis , ADN Recombinante/genética , Estudios de Factibilidad , Técnicas de Transferencia de Gen , Plásmidos/genética , Proteínas Recombinantes de Fusión/aislamiento & purificación , Recombinación Genética
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