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1.
Front Neuroanat ; 13: 78, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31447655

RESUMO

Obtaining a catalog of cell types is a fundamental building block for understanding the brain. The ideal classification of cell-types is based on the profile of molecules expressed by a cell, in particular, the profile of genes expressed. One strategy is, therefore, to obtain as many single-cell transcriptomes as possible and isolate clusters of neurons with similar gene expression profiles. In this study, we explored an alternative strategy. We explored whether cell-types can be algorithmically derived by combining protein tissue stains with transcript expression profiles. We developed an algorithm that aims to distribute cell-types in the different layers of somatosensory cortex of the developing rat constrained by the tissue- and cellular level data. We found that the spatial distribution of major inhibitory cell types can be approximated using the available data. The result is a depth-wise atlas of inhibitory cell-types of the rat somatosensory cortex. In principle, any data that constrains what can occur in a particular part of the brain can also strongly constrain the derivation of cell-types. This draft inhibitory cell-type mapping is therefore dynamic and can iteratively converge towards the ground truth as further data is integrated.

2.
Cereb Cortex ; 29(4): 1719-1735, 2019 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-30715238

RESUMO

A consensus on the number of morphologically different types of pyramidal cells (PCs) in the neocortex has not yet been reached, despite over a century of anatomical studies, due to the lack of agreement on the subjective classifications of neuron types, which is based on expert analyses of neuronal morphologies. Even for neurons that are visually distinguishable, there is no common ground to consistently define morphological types. The objective classification of PCs can be achieved with methods from algebraic topology, and the dendritic arborization is sufficient for the reliable identification of distinct types of cortical PCs. Therefore, we objectively identify 17 types of PCs in the rat somatosensory cortex. In addition, we provide a solution to the challenging problem of whether 2 similar neurons belong to different types or to a continuum of the same type. Our topological classification does not require expert input, is stable, and helps settle the long-standing debate on whether cell-types are discrete or continuous morphological variations of each other.


Assuntos
Neocórtex/citologia , Células Piramidais/citologia , Córtex Somatossensorial/citologia , Animais , Imageamento Tridimensional , Lisina/análogos & derivados , Reconhecimento Automatizado de Padrão , Ratos , Aprendizado de Máquina Supervisionado
3.
Cell ; 163(2): 456-92, 2015 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-26451489

RESUMO

We present a first-draft digital reconstruction of the microcircuitry of somatosensory cortex of juvenile rat. The reconstruction uses cellular and synaptic organizing principles to algorithmically reconstruct detailed anatomy and physiology from sparse experimental data. An objective anatomical method defines a neocortical volume of 0.29 ± 0.01 mm(3) containing ~31,000 neurons, and patch-clamp studies identify 55 layer-specific morphological and 207 morpho-electrical neuron subtypes. When digitally reconstructed neurons are positioned in the volume and synapse formation is restricted to biological bouton densities and numbers of synapses per connection, their overlapping arbors form ~8 million connections with ~37 million synapses. Simulations reproduce an array of in vitro and in vivo experiments without parameter tuning. Additionally, we find a spectrum of network states with a sharp transition from synchronous to asynchronous activity, modulated by physiological mechanisms. The spectrum of network states, dynamically reconfigured around this transition, supports diverse information processing strategies. PAPERCLIP: VIDEO ABSTRACT.


Assuntos
Simulação por Computador , Modelos Neurológicos , Neocórtex/citologia , Neurônios/classificação , Neurônios/citologia , Córtex Somatossensorial/citologia , Algoritmos , Animais , Membro Posterior/inervação , Masculino , Neocórtex/fisiologia , Rede Nervosa , Neurônios/fisiologia , Ratos , Ratos Wistar , Córtex Somatossensorial/fisiologia
4.
Front Neurosci ; 9: 127, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26089770

RESUMO

Understanding the effects of environmental stimulation in autism can improve therapeutic interventions against debilitating sensory overload, social withdrawal, fear and anxiety. Here, we evaluate the role of environmental predictability on behavior and protein expression, and inter-individual differences, in the valproic acid (VPA) model of autism. Male rats embryonically exposed (E11.5) either to VPA, a known autism risk factor in humans, or to saline, were housed from weaning into adulthood in a standard laboratory environment, an unpredictably enriched environment, or a predictably enriched environment. Animals were tested for sociability, nociception, stereotypy, fear conditioning and anxiety, and for tissue content of glutamate signaling proteins in the primary somatosensory cortex, hippocampus and amygdala, and of corticosterone in plasma, amygdala and hippocampus. Standard group analyses on separate measures were complemented with a composite emotionality score, using Cronbach's Alpha analysis, and with multivariate profiling of individual animals, using Hierarchical Cluster Analysis. We found that predictable environmental enrichment prevented the development of hyper-emotionality in the VPA-exposed group, while unpredictable enrichment did not. Individual variation in the severity of the autistic-like symptoms (fear, anxiety, social withdrawal and sensory abnormalities) correlated with neurochemical profiles, and predicted their responsiveness to predictability in the environment. In controls, the association between socio-affective behaviors, neurochemical profiles and environmental predictability was negligible. This study suggests that rearing in a predictable environment prevents the development of hyper-emotional features in animals exposed to an autism risk factor, and demonstrates that unpredictable environments can lead to negative outcomes, even in the presence of environmental enrichment.

5.
Sci Rep ; 5: 7919, 2015 Jan 21.
Artigo em Inglês | MEDLINE | ID: mdl-25605129

RESUMO

Cinnamon extract is associated to different health benefits but the active ingredients or pathways are unknown. Cinnamaldehyde (CIN) imparts the characteristic flavor to cinnamon and is known to be the main agonist of transient receptor potential-ankyrin receptor 1 (TRPA1). Here, expression of TRPA1 in epithelial mouse stomach cells is described. After receiving a single-dose of CIN, mice significantly reduce cumulative food intake and gastric emptying rates. Co-localization of TRPA1 and ghrelin in enteroendocrine cells of the duodenum is observed both in vivo and in the MGN3-1 cell line, a ghrelin secreting cell model, where incubation with CIN up-regulates expression of TRPA1 and Insulin receptor genes. Ghrelin secreted in the culture medium was quantified following CIN stimulation and we observe that octanoyl and total ghrelin are significantly lower than in control conditions. Additionally, obese mice fed for five weeks with CIN-containing diet significantly reduce their cumulative body weight gain and improve glucose tolerance without detectable modification of insulin secretion. Finally, in adipose tissue up-regulation of genes related to fatty acid oxidation was observed. Taken together, the results confirm anti-hyperglycemic and anti-obesity effects of CIN opening a new approach to investigate how certain spice derived compounds regulate endogenous ghrelin release for therapeutic intervention.


Assuntos
Acroleína/análogos & derivados , Fármacos Antiobesidade/farmacologia , Ingestão de Alimentos/efeitos dos fármacos , Esvaziamento Gástrico/efeitos dos fármacos , Grelina/metabolismo , Hipoglicemiantes/farmacologia , Acroleína/farmacologia , Animais , Linhagem Celular , Ingestão de Alimentos/genética , Células Epiteliais/metabolismo , Esvaziamento Gástrico/genética , Mucosa Gástrica/metabolismo , Regulação da Expressão Gênica/efeitos dos fármacos , Grelina/genética , Camundongos , Camundongos Knockout , Camundongos Obesos , Canal de Cátion TRPA1 , Canais de Potencial de Receptor Transitório/biossíntese , Canais de Potencial de Receptor Transitório/genética
6.
Sci Rep ; 4: 6825, 2014 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-25359561

RESUMO

Active ingredients of spices (AIS) modulate neural response in the peripheral nervous system, mainly through interaction with TRP channel/receptors. The present study explores how different AIS modulate neural response in layer 5 pyramidal neurons of S1 neocortex. The AIS tested are agonists of TRPV1/3, TRPM8 or TRPA1. Our results demonstrate that capsaicin, eugenol, menthol, icilin and cinnamaldehyde, but not AITC dampen the generation of APs in a voltage- and time-dependent manner. This effect was further tested for the TRPM8 ligands in the presence of a TRPM8 blocker (BCTC) and on TRPM8 KO mice. The observable effect was still present. Finally, the influence of the selected AIS was tested on in vitro gabazine-induced seizures. Results coincide with the above observations: except for cinnamaldehyde, the same AIS were able to reduce the number, duration of the AP bursts and increase the concentration of gabazine needed to elicit them. In conclusion, our data suggests that some of these AIS can modulate glutamatergic neurons in the brain through a TRP-independent pathway, regardless of whether the neurons are stimulated intracellularly or by hyperactive microcircuitry.


Assuntos
Potenciais de Ação/efeitos dos fármacos , Córtex Cerebral/metabolismo , Epilepsia/metabolismo , Neurônios/metabolismo , Extratos Vegetais/farmacologia , Especiarias , Animais , Células Cultivadas , Córtex Cerebral/efeitos dos fármacos , Epilepsia/tratamento farmacológico , Mentol/farmacologia , Camundongos , Neurônios/efeitos dos fármacos , Canais de Cátion TRPM/metabolismo , Canais de Potencial de Receptor Transitório/metabolismo
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