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1.
Cancers (Basel) ; 11(6)2019 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-31151295

RESUMO

Exosomes are one of the most important mediators of the cross talk occurring between glioma stem cells (GSCs) and the surrounding microenvironment. We have previously shown that exosomes released by patient-derived glioma-associated stem cells (GASC) are able to increase, in vitro, the aggressiveness of both GSC and glioblastoma cell lines. To understand which molecules are responsible for this tumour-supporting function, we performed a descriptive proteomic analysis of GASC-exosomes and identified, among the others, Semaphorin7A (SEMA7A). SEMA7A was described as a promigratory cue in physiological and pathological conditions, and we hypothesised that it could modulate GSC migratory properties. Here, we described that SEMA7A is exposed on GASC-exosomes' surface and signals to GSC through Integrin ß1. This interaction activates focal adhesion kinase into GSC and increases their motility, in our patient-based in vitro model. Our findings suggest SEMA7A-ß1-integrin as a new target to disrupt the communication between GSCs and the supporting microenvironment.

2.
Cell Immunol ; 332: 85-93, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-30097176

RESUMO

S100A4 protein is expressed in fibroblasts during tissue remodelling and in cancer stem cells and it induces the metastatic spread of tumor cells. In mast cells (MCs) S100A4 have been found in some pathological conditions, but its function in normal MCs remains to be described. The purpose of this study was to characterize the cellular localization of the S100A4 protein in MCs of human tissues with inflammatory or tumor disorders and, to determine the consequence of reducing its expression in MC response. We found that tissue resident MCs stained positive to S100A4. Both human HMC-1 cell line and resting CD34+-derived MCs expressed S100A4, whose levels were differentially modulated upon MC activation. Downregulation of the S100A4 protein resulted in MC growth inhibition, enhanced apoptosis and deregulation of MMP-1 and MMP-10 production. Our results suggest that S100A4 is also playing a role in the MC life cycle and functions.


Assuntos
Mastócitos/metabolismo , Proteína A4 de Ligação a Cálcio da Família S100/metabolismo , Antígenos CD34/metabolismo , Apoptose/fisiologia , Células Cultivadas , Regulação para Baixo/fisiologia , Fibroblastos/metabolismo , Humanos , Metaloproteinase 1 da Matriz/metabolismo , Metaloproteinase 10 da Matriz/metabolismo , Células-Tronco Neoplásicas/metabolismo
3.
Neuro Oncol ; 20(6): 776-787, 2018 05 18.
Artigo em Inglês | MEDLINE | ID: mdl-29228370

RESUMO

Background: While recent genome-wide association studies have suggested novel low-grade glioma (LGG) stratification models based on a molecular classification, we explored the potential clinical utility of patient-derived cells. Specifically, we assayed glioma-associated stem cells (GASC) that are patient-derived and representative of the glioma microenvironment. Methods: By next-generation sequencing, we analyzed the transcriptional profile of GASC derived from patients who underwent anaplastic transformation either within 48 months (GASC-BAD) or ≥7 years (GASC-GOOD) after surgery. Gene set enrichment and pathway enrichment analyses were applied. The prognostic role of a nuclear factor-kappaB (NF-κB) signature derived from GASC-BAD was tested in 530 newly diagnosed diffuse LGG patients comprised within The Cancer Genome Atlas (TCGA) database. The prognostic value of the GASC upstream regulator p65 NF-κB was assessed, by univariate and multivariate Cox analyses, in a single center case study, including 146 grade II LGGs. Results: The key elements differentiating the transcriptome of GASC isolated from LGG with different prognoses were mostly related to hallmarks of cancer (eg, inflammatory/immune process, NF-κB activation). Consistently, the NF-κB signature extrapolated from the GASC study was prognostic in the dataset of TCGA. Finally, the nuclear expression of the NF-kB-p65 protein, assessed using an inexpensive immunohistochemical method, was an independent predictor of both overall survival and malignant progression-free survival in 146 grade II LGGs. Conclusion: This study demonstrates for the first time the independent prognostic role of NF-kB activation in LGG and outlines the role of patient-based stem cell models as a tool for precision medicine approaches.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias Encefálicas/patologia , Glioma/patologia , NF-kappa B/metabolismo , Células-Tronco Neoplásicas/patologia , Medicina de Precisão , Transcriptoma , Adolescente , Adulto , Idoso , Biomarcadores Tumorais/genética , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Feminino , Estudo de Associação Genômica Ampla , Glioma/genética , Glioma/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , NF-kappa B/genética , Células-Tronco Neoplásicas/metabolismo , Prognóstico , Taxa de Sobrevida , Adulto Jovem
4.
PLoS One ; 9(11): e113688, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25419715

RESUMO

Malignant gliomas are among the rarest brain tumours, and they have the worst prognosis. Grade IV astrocytoma, known as glioblastoma multiforme (GBM), is a highly lethal disease where the standard therapies of surgery, followed by radiation and chemotherapy, cannot significantly prolong the life expectancy of the patients. Tumour recurrence shows more aggressive form compared to the primary tumour, and results in patient survival from 12 to 15 months only. Although still controversial, the cancer stem cell hypothesis postulates that cancer stem cells are responsible for early relapse of the disease after surgical intervention due to their high resistance to therapy. Alternative strategies for GBM therapy are thus urgently needed. Nanobodies are single-domain antigen-binding fragments of heavy-chain antibodies, and together with classical antibodies, they are part of the camelid immune system. Nanobodies are small and stable, and they share a high degree of sequence identity to the human heavy chain variable domain, and these characteristics offer them advantages over classical antibodies or antibody fragments. We first immunised an alpaca with a human GBM stem-like cell line prepared from primary GBM cultures. Next, a nanobody library was constructed in a phage-display vector. Using nanobody phage-display technology, we selected specific GBM stem-like cell binders through a number of affinity selections, using whole cell protein extracts and membrane protein-enriched extracts from eight different GBM patients, and membrane protein-enriched extracts from two established GBM stem-like cell lines (NCH644 and NCH421K cells). After the enrichment, periplasmic extract ELISA was used to screen for specific clones. These nanobody clones were recloned into the pHEN6 vector, expressed in Escherichia coli WK6, and purified using immobilised metal affinity chromatography and size-exclusion chromatography. Specific nanobody:antigen pairs were obtained and mass spectrometry analysis revealed two proteins, TRIM28 and ß-actin, that were up-regulated in the GBM stem-like cells compared to the controls.


Assuntos
Actinas/metabolismo , Biomarcadores Tumorais/metabolismo , Neoplasias Encefálicas/metabolismo , Glioblastoma/metabolismo , Proteínas Repressoras/metabolismo , Sequência de Aminoácidos , Animais , Afinidade de Anticorpos/imunologia , Western Blotting , Neoplasias Encefálicas/diagnóstico , Camelídeos Americanos , Linhagem Celular Tumoral , Glioblastoma/diagnóstico , Humanos , Masculino , Espectrometria de Massas , Dados de Sequência Molecular , Células-Tronco Neoplásicas/imunologia , Células-Tronco Neoplásicas/metabolismo , Células-Tronco Neoplásicas/patologia , Biblioteca de Peptídeos , Proteômica/métodos , Homologia de Sequência de Aminoácidos , Anticorpos de Domínio Único/genética , Anticorpos de Domínio Único/imunologia , Anticorpos de Domínio Único/metabolismo , Proteína 28 com Motivo Tripartido
5.
Stem Cells ; 32(5): 1239-53, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24375787

RESUMO

BACKGROUND: Translational medicine aims at transferring advances in basic science research into new approaches for diagnosis and treatment of diseases. Low-grade gliomas (LGG) have a heterogeneous clinical behavior that can be only partially predicted employing current state-of-the-art markers, hindering the decision-making process. To deepen our comprehension on tumor heterogeneity, we dissected the mechanism of interaction between tumor cells and relevant components of the neoplastic environment, isolating, from LGG and high-grade gliomas (HGG), proliferating stem cell lines from both the glioma stroma and, where possible, the neoplasm. METHODS AND FINDINGS: We isolated glioma-associated stem cells (GASC) from LGG (n=40) and HGG (n=73). GASC showed stem cell features, anchorage-independent growth, and supported the malignant properties of both A172 cells and human glioma-stem cells, mainly through the release of exosomes. Finally, starting from GASC obtained from HGG (n=13) and LGG (n=12) we defined a score, based on the expression of 9 GASC surface markers, whose prognostic value was assayed on 40 subsequent LGG-patients. At the multivariate Cox analysis, the GASC-based score was the only independent predictor of overall survival and malignant progression free-survival. CONCLUSIONS: The microenvironment of both LGG and HGG hosts non-tumorigenic multipotent stem cells that can increase in vitro the biological aggressiveness of glioma-initiating cells through the release of exosomes. The clinical importance of this finding is supported by the strong prognostic value associated with the characteristics of GASC. This patient-based approach can provide a groundbreaking method to predict prognosis and to exploit novel strategies that target the tumor stroma.


Assuntos
Neoplasias Encefálicas/patologia , Glioma/patologia , Células-Tronco Neoplásicas/patologia , Microambiente Tumoral , Adulto , Idoso , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/metabolismo , Linhagem Celular , Proliferação de Células , Exossomos/metabolismo , Feminino , Expressão Gênica , Glioma/genética , Glioma/metabolismo , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Humanos , Estimativa de Kaplan-Meier , Proteínas Luminescentes/genética , Proteínas Luminescentes/metabolismo , Masculino , Microscopia de Força Atômica , Microscopia de Fluorescência , Pessoa de Meia-Idade , Análise Multivariada , Proteína Homeobox Nanog , Células-Tronco Neoplásicas/metabolismo , Fator 3 de Transcrição de Octâmero/genética , Fator 3 de Transcrição de Octâmero/metabolismo , Prognóstico , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Células Tumorais Cultivadas
6.
Biotechnol Bioeng ; 108(11): 2736-46, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21656711

RESUMO

Embryonic stem (ES) cell differentiation in specific cell lineages is a major issue in cell biology particularly in regenerative medicine. Differentiation is usually achieved by using biochemical factors and it is not clear whether mechanical properties of the substrate over which cells are grown can affect proliferation and differentiation. Therefore, we produced patterns in polydimethylsiloxane (PDMS) consisting of groove and pillar arrays of sub-micrometric lateral resolution as substrates for cell cultures. We analyzed the effect of different nanostructures on differentiation of ES-derived neuronal precursors into neuronal lineage without adding biochemical factors. Neuronal precursors adhered on PDMS more effectively than on glass coverslips. We demonstrated that neuronal yield was enhanced by increasing pillars height from 35 to 400 nm. On higher pillar neuronal differentiation reaches ∼80% 96 h after plating and the largest differentiation enhancement of pillars over flat PDMS was observed during the first 6 h of culture. We conclude that PDMS nanopillars accelerate and increase neuronal differentiation.


Assuntos
Diferenciação Celular , Proliferação de Células , Células-Tronco Embrionárias/fisiologia , Nanoestruturas , Neurônios/fisiologia , Propriedades de Superfície , Animais , Técnicas de Cultura de Células/métodos , Dimetilpolisiloxanos , Camundongos
7.
Stem Cells Dev ; 20(6): 1031-41, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-20836665

RESUMO

During early development of the central nervous system, there is an excessive outgrowth of neuronal projections, which later need to be refined to achieve precise connectivity. Axon pruning and degeneration are strategies used to remove exuberant neurites and connections in the immature nervous system to ensure the proper formation of functional circuitry. To observe morphological changes and physical mechanisms underlying this process, early differentiating embryonic stem cell-derived neurons were used combining video imaging of live growth cones (GCs) with confocal laser scanning microscopy and atomic force microscopy, both on fixed and living neurons. Using this method, we could highlight the presence of submicrometric fragments in still and in some of the retracting GCs. The observed fragmentation is not an artifact of atomic force microscopy scanning or fixation, or the result of apoptosis. Therefore, the morphology of GCs depends on their overall motility, and fragmentation seems to be the fate of GCs that have not found a correct destination.


Assuntos
Cones de Crescimento/metabolismo , Cones de Crescimento/patologia , Degeneração Neural/patologia , Citoesqueleto de Actina/metabolismo , Animais , Artefatos , Comunicação Celular , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/metabolismo , Camundongos , Microscopia de Força Atômica , Fixação de Tecidos
8.
J Cell Physiol ; 222(3): 713-28, 2010 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-20027606

RESUMO

Periods of intense electrical activity can initiate neuronal plasticity leading to long lasting changes of network properties. By combining multielectrode extracellular recordings with DNA microarrays, we have investigated in rat hippocampal cultures the temporal sequence of events of neuronal plasticity triggered by a transient exposure to the GABA(A) receptor antagonist gabazine (GabT). GabT induced a synchronous bursting pattern of activity. The analysis of electrical activity identified three main phases during neuronal plasticity induced by GabT: (i) immediately after termination of GabT, an early synchronization (E-Sync) of the spontaneous electrical activity appears that progressively decay after 3-6 h. E-Sync is abolished by inhibitors of the ERK1/2 pathway but not by inhibitors of gene transcription; (ii) the evoked response (induced by a single pulse of extracellular electrical stimulation) was maximally potentiated 3-10 h after GabT (M-LTP); and (iii) at 24 h the spontaneous electrical activity became more synchronous (L-Sync). The genome-wide analysis identified three clusters of genes: (i) an early rise of transcription factors (Cluster 1), primarily composed by members of the EGR and Nr4a families, maximally up-regulated 1.5 h after GabT; (ii) a successive up-regulation of some hundred genes, many of which known to be involved in LTP (Cluster 2), 3 h after GabT likely underlying M-LTP. Moreover, in Cluster 2 several genes coding for K(+) channels are down-regulated at 24 h. (iii) Genes in Cluster 3 are up-regulated at 24 h and are involved in cellular homeostasis. This approach allows relating different steps of neuronal plasticity to specific transcriptional profiles.


Assuntos
Antagonistas GABAérgicos/farmacologia , Hipocampo/efeitos dos fármacos , Plasticidade Neuronal/efeitos dos fármacos , Neurônios/efeitos dos fármacos , Piridazinas/farmacologia , Potenciais de Ação , Animais , Animais Recém-Nascidos , Células Cultivadas , Análise por Conglomerados , Estimulação Elétrica , Fator de Crescimento Epidérmico/genética , Potenciais Evocados , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica/efeitos dos fármacos , Hipocampo/patologia , Proteína Quinase 1 Ativada por Mitógeno/antagonistas & inibidores , Proteína Quinase 1 Ativada por Mitógeno/metabolismo , Proteína Quinase 3 Ativada por Mitógeno/antagonistas & inibidores , Proteína Quinase 3 Ativada por Mitógeno/metabolismo , Plasticidade Neuronal/genética , Neurônios/patologia , Inibidores da Síntese de Ácido Nucleico/farmacologia , Análise de Sequência com Séries de Oligonucleotídeos , Receptores Nucleares Órfãos/genética , Canais de Potássio/genética , Inibidores de Proteínas Quinases/farmacologia , RNA Mensageiro/metabolismo , Ratos , Ratos Wistar , Transdução de Sinais/efeitos dos fármacos , Fatores de Tempo
9.
J Cell Physiol ; 220(3): 727-47, 2009 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-19441076

RESUMO

Blockage of GABA-A receptors in hippocampal neuronal cultures triggers synchronous bursts of spikes initiating neuronal plasticity, partly mediated by changes of gene expression. By using specific pharmacological blockers, we have investigated which sources of Ca2+ entry primarily control changes of gene expression induced by 20 microM gabazine applied for 30 min (GabT). Intracellular Ca2+ transients were monitored with Ca2+ imaging while recording electrical activity with patch clamp microelectrodes. Concomitant transcription profiles were obtained using Affymetrix oligonucleotide microarrays and confirmed with quantitative RT-PCR. Blockage of NMDA receptors with 2-amino-5-phosphonovaleric acid (APV) did not reduce significantly somatic Ca2+ transients, which, on the contrary, were reduced by selective blockage of L, N, and P/Q types voltage gated calcium channels (VGCCs). Therefore, we investigated changes of gene expression in the presence of blockers of NMDA receptors and L, N, and P/Q VGCCs. Our results show that: (i) among genes upregulated by GabT, there are genes selectively dependent on NMDA activation, genes selectively dependent on L-type VGCCs and genes dependent on the activation of both channels; (ii) the majority of genes requires the concomitant activation of NMDA receptors and Ca2+ entry through VGCCs; (iii) blockage of N and P/Q VGCCs has an effect similar but not identical to blockage of L-type VGCCs.


Assuntos
Sinalização do Cálcio , Regulação da Expressão Gênica , Hipocampo/metabolismo , Neurônios/metabolismo , Animais , Animais Recém-Nascidos , Bloqueadores dos Canais de Cálcio/farmacologia , Canais de Cálcio Tipo L/efeitos dos fármacos , Canais de Cálcio Tipo L/metabolismo , Canais de Cálcio Tipo P/efeitos dos fármacos , Canais de Cálcio Tipo P/metabolismo , Canais de Cálcio Tipo Q/efeitos dos fármacos , Canais de Cálcio Tipo Q/metabolismo , Sinalização do Cálcio/efeitos dos fármacos , Células Cultivadas , Dendritos/metabolismo , Antagonistas GABAérgicos/farmacologia , Antagonistas de Receptores de GABA-A , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica/efeitos dos fármacos , Hipocampo/citologia , Hipocampo/efeitos dos fármacos , Potenciais da Membrana , Microscopia de Fluorescência , Neurônios/efeitos dos fármacos , Análise de Sequência com Séries de Oligonucleotídeos , Técnicas de Patch-Clamp , Ratos , Ratos Wistar , Receptores de GABA-A/metabolismo , Receptores de N-Metil-D-Aspartato/antagonistas & inibidores , Receptores de N-Metil-D-Aspartato/metabolismo , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Fatores de Tempo , Transcrição Gênica
10.
Neuroreport ; 20(9): 869-74, 2009 Jun 17.
Artigo em Inglês | MEDLINE | ID: mdl-19436228

RESUMO

Blockage of Ca2+ uptake with thapsigargin, a specific antagonist of sarco/endoplasmic reticulum Ca2+-ATPase pumps, causes an increase of somatic Ca2+, with negligible changes of Ca2+ levels in dendrites. Treatment with thapsigargin in the presence of blockers of NMDA (N-methyl-D-aspartic acid) receptors upregulates some activity-dependent genes (Egr2 and Nr4a1), leaving unaltered the expression level of other activity-dependent genes (Bdnf and Arc). These results show that the elevation of somatic Ca2+ can initiate transcription of specific genes, independently of activation of NMDA receptors, but that transcription of other genes is not initiated by a simple elevation of intracellular Ca2+.


Assuntos
Sinalização do Cálcio/fisiologia , Cálcio/metabolismo , Proteínas de Ligação a DNA/metabolismo , Proteína 2 de Resposta de Crescimento Precoce/metabolismo , Hipocampo/metabolismo , Células Piramidais/metabolismo , Receptores de Esteroides/metabolismo , Animais , Animais Recém-Nascidos , Fator Neurotrófico Derivado do Encéfalo/efeitos dos fármacos , Fator Neurotrófico Derivado do Encéfalo/metabolismo , Sinalização do Cálcio/efeitos dos fármacos , ATPases Transportadoras de Cálcio/antagonistas & inibidores , ATPases Transportadoras de Cálcio/metabolismo , Proteínas do Citoesqueleto/efeitos dos fármacos , Proteínas do Citoesqueleto/metabolismo , Proteínas de Ligação a DNA/efeitos dos fármacos , Proteína 2 de Resposta de Crescimento Precoce/efeitos dos fármacos , Retículo Endoplasmático/efeitos dos fármacos , Retículo Endoplasmático/metabolismo , Inibidores Enzimáticos/farmacologia , Regulação da Expressão Gênica/efeitos dos fármacos , Regulação da Expressão Gênica/fisiologia , Hipocampo/efeitos dos fármacos , Hipocampo/ultraestrutura , Proteínas do Tecido Nervoso/efeitos dos fármacos , Proteínas do Tecido Nervoso/metabolismo , Membro 1 do Grupo A da Subfamília 4 de Receptores Nucleares , Técnicas de Cultura de Órgãos , Técnicas de Patch-Clamp , Células Piramidais/efeitos dos fármacos , Células Piramidais/ultraestrutura , Ratos , Ratos Wistar , Receptores de Esteroides/efeitos dos fármacos , Tapsigargina/farmacologia , Ativação Transcricional/efeitos dos fármacos , Ativação Transcricional/fisiologia , Regulação para Cima/efeitos dos fármacos , Regulação para Cima/fisiologia
11.
BMC Res Notes ; 2: 13, 2009 Jan 27.
Artigo em Inglês | MEDLINE | ID: mdl-19173730

RESUMO

BACKGROUND: Neuronal plasticity is initiated by transient elevations of neuronal networks activity leading to changes of synaptic properties and providing the basis for memory and learning 1. An increase of electrical activity can be caused by electrical stimulation 2 or by pharmacological manipulations: elevation of extracellular K+ 3, blockage of inhibitory pathways 4 or by an increase of second messengers intracellular concentrations 5. Neuronal plasticity is mediated by several biochemical pathways leading to the modulation of synaptic strength, density of ionic channels and morphological changes of neuronal arborisation 6. On a time scale of a few minutes, neuronal plasticity is mediated by local protein trafficking 7 while, in order to sustain modifications beyond 2-3 h, changes of gene expression are required 8. FINDINGS: In the present manuscript we analysed the time course of changes of the evoked electrical activity during neuronal plasticity and we correlated it with a transcriptional analysis of the underlying changes of gene expression. Our investigation shows that treatment for 30 min. with the GABAA receptor antagonist gabazine (GabT) causes a potentiation of the evoked electrical activity occurring 2-4 hours after GabT and the concomitant up-regulation of 342 genes. Inhibition of the ERK1/2 pathway reduced but did not abolish the potentiation of the evoked response caused by GabT. In fact not all the genes analysed were blocked by ERK1/2 inhibitors. CONCLUSION: These results are in agreement with the notion that neuronal plasticity is mediated by several distinct pathways working in unison.

12.
J Neurosci Methods ; 177(1): 94-107, 2009 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-18996410

RESUMO

Atomic force microscopy (AFM) provides the possibility to map the 3D structure of viewed objects with a nanometric resolution, which cannot be achieved with other imaging methods such as conventional video imaging and confocal fluorescent microscopy. Video imaging with CCD cameras can provide an analysis of biological events with a temporal and spatial resolution not possible with AFM, while confocal imaging allows the simultaneous acquisition of immunofluorescence images. In this communication we present a simple method to combine AFM and confocal images to study differentiating embryonic stem (ES) cells-derived and dorsal root ganglia (DRG) neurons in culture. Neurons were grown on coverslips with micrometric markers that allow finding and imaging the same neuron with different microscopes. AFM and confocal images were registered using conventional methods used in Computer Science. The combination of these two techniques allows relating functional properties to morphological features of imaged neurons.


Assuntos
Microscopia de Força Atômica/métodos , Microscopia Confocal/métodos , Neurônios/citologia , Neurônios/fisiologia , Animais , Animais Recém-Nascidos , Diferenciação Celular , Células Cultivadas , Compressão de Dados/métodos , Embrião de Mamíferos , Células-Tronco Embrionárias/fisiologia , Gânglios Espinais/citologia , Imageamento Tridimensional/métodos , Camundongos , Ratos , Ratos Wistar
13.
PLoS One ; 2(5): e439, 2007 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-17502919

RESUMO

Most neuronal networks, even in the absence of external stimuli, produce spontaneous bursts of spikes separated by periods of reduced activity. The origin and functional role of these neuronal events are still unclear. The present work shows that the spontaneous activity of two very different networks, intact leech ganglia and dissociated cultures of rat hippocampal neurons, share several features. Indeed, in both networks: i) the inter-spike intervals distribution of the spontaneous firing of single neurons is either regular or periodic or bursting, with the fraction of bursting neurons depending on the network activity; ii) bursts of spontaneous spikes have the same broad distributions of size and duration; iii) the degree of correlated activity increases with the bin width, and the power spectrum of the network firing rate has a 1/f behavior at low frequencies, indicating the existence of long-range temporal correlations; iv) the activity of excitatory synaptic pathways mediated by NMDA receptors is necessary for the onset of the long-range correlations and for the presence of large bursts; v) blockage of inhibitory synaptic pathways mediated by GABA(A) receptors causes instead an increase in the correlation among neurons and leads to a burst distribution composed only of very small and very large bursts. These results suggest that the spontaneous electrical activity in neuronal networks with different architectures and functions can have very similar properties and common dynamics.


Assuntos
Rede Nervosa , Potenciais de Ação , Animais , Hipocampo/citologia , Hipocampo/fisiologia , Neurônios/citologia , Ratos , Ratos Wistar
14.
Stem Cells ; 25(3): 738-49, 2007 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-17110621

RESUMO

Embryonic stem (ES) cells provide a flexible and unlimited source for a variety of neuronal types. Because mature neurons establish neuronal networks very easily, we tested whether ES-derived neurons are capable of generating functional networks and whether these networks, generated in vitro, are capable of processing information. Single-cell electrophysiology with pharmacological antagonists demonstrated the presence of both excitatory and inhibitory synaptic connections. Extracellular recording with planar multielectrode arrays showed that spontaneous bursts of electrical activity are present in ES-derived networks with properties remarkably similar to those of hippocampal neurons. When stimulated with extracellular electrodes, ES-derived neurons fired action potentials, and the evoked electrical activity spread throughout the culture. A statistical analysis indicated that ES-derived networks discriminated between stimuli of different intensity at a single trial level, a key feature for an efficient information processing. Thus, ES-derived neurons provide a novel in vitro strategy to create functional networks with defined computational properties.


Assuntos
Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/fisiologia , Neurônios/citologia , 6-Ciano-7-nitroquinoxalina-2,3-diona/farmacologia , Potenciais de Ação , Animais , Diferenciação Celular/efeitos dos fármacos , Estimulação Elétrica , Células-Tronco Embrionárias/efeitos dos fármacos , Hipocampo/citologia , Hipocampo/fisiologia , Imuno-Histoquímica , Neurônios/efeitos dos fármacos , Ratos , Ratos Wistar
15.
Eur J Neurosci ; 22(11): 2953-64, 2005 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-16324130

RESUMO

Information processing and coding were analysed in dissociated hippocampal cultures, grown on multielectrode arrays. Multisite stimulation was used to activate different neurons and pathways of the network. The neural activity was binned into firing rates and the variability of the firing of individual neurons and of the whole population was analysed. In individual neurons, the timing of the first action potential (AP) was rather precise from trial to trial, whereas the timing of later APs was much more variable. Pooling APs in an ensemble of neurons reduced the variability of the response and allowed stimuli varying in intensity to be distinguished reliably in a single trial. A similar decrease of variability was observed pooling the first evoked APs in an ensemble of neurons. The size of the neuronal pool (approximately 50-100 neurons) and the time bin (approximately 20 ms) necessary to provide reproducible responses are remarkably similar to those obtained in in vivo preparations and in small nervous systems. Blockage of excitatory synaptic pathways mediated by NMDA receptors improved the mutual information between the evoked response and stimulus properties. When inhibitory GABAergic pathways were blocked by bicuculline the opposite effect was obtained. These results show how ensemble averages and an appropriate balance between inhibition and excitation allow neuronal networks to process information in a fast and reliable way.


Assuntos
Processamento Eletrônico de Dados , Rede Nervosa/fisiologia , Neurônios/fisiologia , Potenciais de Ação/efeitos dos fármacos , Potenciais de Ação/fisiologia , Algoritmos , Animais , Bicuculina/farmacologia , Células Cultivadas , Interpretação Estatística de Dados , Estimulação Elétrica , Eletrofisiologia , Antagonistas GABAérgicos/farmacologia , Hipocampo/citologia , Hipocampo/efeitos dos fármacos , Hipocampo/fisiologia , Imuno-Histoquímica , Rede Nervosa/citologia , Rede Nervosa/efeitos dos fármacos , Vias Neurais/efeitos dos fármacos , Vias Neurais/fisiologia , Neurônios/efeitos dos fármacos , Ratos , Ratos Wistar , Receptores de N-Metil-D-Aspartato/antagonistas & inibidores , Receptores de N-Metil-D-Aspartato/fisiologia
16.
IEEE Trans Biomed Eng ; 52(3): 371-83, 2005 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-15759567

RESUMO

Information processing in the nervous system is based on parallel computation, adaptation and learning. These features cannot be easily implemented on conventional silicon devices. In order to obtain a better insight of how neurons process information, we have explored the possibility of using biological neurons as parallel and adaptable computing elements for image processing and pattern recognition. Commercially available multielectrode arrays (MEAs) were used to record and stimulate the electrical activity from neuronal cultures. By mapping digital images, i.e., arrays of pixels, into the stimulation of neuronal cultures, a low and bandpass filtering of images could be quickly and easily obtained. Responses to specific spatial patterns of stimulation were potentiated by an appropriate training (tetanization). Learning allowed pattern recognition and extraction of spatial features in processed images. Therefore, neurocomputers, (i.e., hybrid devices containing man-made elements and natural neurons) seem feasible and may become a new generation of computing devices, to be developed by a synergy of Neuroscience and Material Science.


Assuntos
Inteligência Artificial , Metodologias Computacionais , Interpretação de Imagem Assistida por Computador/métodos , Rede Nervosa/fisiologia , Redes Neurais de Computação , Reconhecimento Automatizado de Padrão/métodos , Processamento de Sinais Assistido por Computador , Animais , Animais Recém-Nascidos , Biônica/métodos , Técnicas de Cultura de Células/métodos , Células Cultivadas , Microeletrodos , Ratos , Ratos Wistar
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