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2.
Neural Netw ; 44: 143-56, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23632438

RESUMO

The analysis of the brain in terms of integrated neural networks may offer insights on the reciprocal relation between structure and information processing. Even with inherent technical limits, many studies acknowledge neuron spatial arrangements and communication modes as key factors. In this perspective, we investigated the functional organization of neuronal networks by explicitly assuming a specific functional topology, the small-world network. We developed two different computational approaches. Firstly, we asked whether neuronal populations actually express small-world properties during a definite task, such as a learning task. For this purpose we developed the Inductive Conceptual Network (ICN), which is a hierarchical bio-inspired spiking network, capable of learning invariant patterns by using variable-order Markov models implemented in its nodes. As a result, we actually observed small-world topologies during learning in the ICN. Speculating that the expression of small-world networks is not solely related to learning tasks, we then built a de facto network assuming that the information processing in the brain may occur through functional small-world topologies. In this de facto network, synchronous spikes reflected functional small-world network dependencies. In order to verify the consistency of the assumption, we tested the null-hypothesis by replacing the small-world networks with random networks. As a result, only small world networks exhibited functional biomimetic characteristics such as timing and rate codes, conventional coding strategies and neuronal avalanches, which are cascades of bursting activities with a power-law distribution. Our results suggest that small-world functional configurations are liable to underpin brain information processing at neuronal level.


Assuntos
Biologia Computacional/métodos , Rede Nervosa , Redes Neurais de Computação , Neurônios , Distribuição Aleatória
3.
Cereb Cortex ; 23(3): 531-41, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22402347

RESUMO

Activation of protein kinase A (PKA) pathway at presynaptic terminals plays a crucial role in the supply of synaptic vesicles (SVs) from the reserve pool, affecting the steady-state level of activity and the reconstitution of the readily releasable pool after intense stimulation. However, the identity of the stimuli activating this pathway is undefined. Using fluorescence resonance energy transfer and molecular genetic, we show that kainate, through the activation of presynaptic kainate receptors, induces PKA activation and enhances synapsin I phosphorylation at PKA-specific residues. This leads to a dispersion of synapsin I immunoreactivity, which is accompanied by a PKA-dependent increase in the rate of SV recycling at the growth cone and by an enhanced miniature excitatory postsynaptic currents frequency in mature networks. Selective activation of this pathway is induced by the native neurotransmitter glutamate, when applied in the high nanomolar range. These data identify glutamate, specifically acting on KARs, as one of the stimuli able to induce phosphorylation of synapsin at PKA sites, both at the axonal growth cone and at the mature synapse, thus increasing SV availability and contributing to plasticity phenomena.


Assuntos
Proteínas Quinases Dependentes de AMP Cíclico/metabolismo , Cones de Crescimento/fisiologia , Plasticidade Neuronal/fisiologia , Receptores de Ácido Caínico/metabolismo , Vesículas Sinápticas/fisiologia , Animais , Células Cultivadas , Ativação Enzimática/fisiologia , Agonistas de Aminoácidos Excitatórios/metabolismo , Agonistas de Aminoácidos Excitatórios/farmacologia , Potenciais Pós-Sinápticos Excitadores/fisiologia , Feminino , Transferência Ressonante de Energia de Fluorescência , Ácido Glutâmico/metabolismo , Hipocampo/fisiologia , Imuno-Histoquímica , Ácido Caínico/metabolismo , Ácido Caínico/farmacologia , Neurônios/fisiologia , Técnicas de Patch-Clamp , RNA Interferente Pequeno , Ratos , Ratos Sprague-Dawley , Sinapsinas/metabolismo
4.
PLoS Biol ; 7(6): e1000138, 2009 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-19564905

RESUMO

The regulation of filopodia plays a crucial role during neuronal development and synaptogenesis. Axonal filopodia, which are known to originate presynaptic specializations, are regulated in response to neurotrophic factors. The structural components of filopodia are actin filaments, whose dynamics and organization are controlled by ensembles of actin-binding proteins. How neurotrophic factors regulate these latter proteins remains, however, poorly defined. Here, using a combination of mouse genetic, biochemical, and cell biological assays, we show that genetic removal of Eps8, an actin-binding and regulatory protein enriched in the growth cones and developing processes of neurons, significantly augments the number and density of vasodilator-stimulated phosphoprotein (VASP)-dependent axonal filopodia. The reintroduction of Eps8 wild type (WT), but not an Eps8 capping-defective mutant, into primary hippocampal neurons restored axonal filopodia to WT levels. We further show that the actin barbed-end capping activity of Eps8 is inhibited by brain-derived neurotrophic factor (BDNF) treatment through MAPK-dependent phosphorylation of Eps8 residues S624 and T628. Additionally, an Eps8 mutant, impaired in the MAPK target sites (S624A/T628A), displays increased association to actin-rich structures, is resistant to BDNF-mediated release from microfilaments, and inhibits BDNF-induced filopodia. The opposite is observed for a phosphomimetic Eps8 (S624E/T628E) mutant. Thus, collectively, our data identify Eps8 as a critical capping protein in the regulation of axonal filopodia and delineate a molecular pathway by which BDNF, through MAPK-dependent phosphorylation of Eps8, stimulates axonal filopodia formation, a process with crucial impacts on neuronal development and synapse formation.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Fator Neurotrófico Derivado do Encéfalo/farmacologia , Proteínas do Citoesqueleto/metabolismo , Neurônios/efeitos dos fármacos , Pseudópodes/fisiologia , Actinas/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/genética , Animais , Axônios/metabolismo , Axônios/fisiologia , Linhagem Celular , Células Cultivadas , Proteínas do Citoesqueleto/genética , Feminino , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Hipocampo/citologia , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Microscopia de Fluorescência , Proteínas Quinases Ativadas por Mitógeno/metabolismo , Neurônios/citologia , Neurônios/metabolismo , Fosforilação/efeitos dos fármacos , Pseudópodes/efeitos dos fármacos , Pseudópodes/metabolismo , Interferência de RNA , Ratos , Transfecção
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