RESUMO
The posterior parietal cortex exhibits choice-selective activity during perceptual decision-making tasks1-10. However, it is not known how this selective activity arises from the underlying synaptic connectivity. Here we combined virtual-reality behaviour, two-photon calcium imaging, high-throughput electron microscopy and circuit modelling to analyse how synaptic connectivity between neurons in the posterior parietal cortex relates to their selective activity. We found that excitatory pyramidal neurons preferentially target inhibitory interneurons with the same selectivity. In turn, inhibitory interneurons preferentially target pyramidal neurons with opposite selectivity, forming an opponent inhibition motif. This motif was present even between neurons with activity peaks in different task epochs. We developed neural-circuit models of the computations performed by these motifs, and found that opponent inhibition between neural populations with opposite selectivity amplifies selective inputs, thereby improving the encoding of trial-type information. The models also predict that opponent inhibition between neurons with activity peaks in different task epochs contributes to creating choice-specific sequential activity. These results provide evidence for how synaptic connectivity in cortical circuits supports a learned decision-making task.
Assuntos
Tomada de Decisões , Vias Neurais , Lobo Parietal , Sinapses , Cálcio/análise , Cálcio/metabolismo , Tomada de Decisões/fisiologia , Interneurônios/metabolismo , Interneurônios/ultraestrutura , Aprendizagem/fisiologia , Microscopia Eletrônica , Inibição Neural , Vias Neurais/fisiologia , Vias Neurais/ultraestrutura , Lobo Parietal/citologia , Lobo Parietal/fisiologia , Lobo Parietal/ultraestrutura , Células Piramidais/metabolismo , Células Piramidais/ultraestrutura , Sinapses/metabolismo , Sinapses/ultraestrutura , Realidade Virtual , Modelos NeurológicosRESUMO
Neurons in the posterior parietal cortex contribute to the execution of goal-directed navigation1 and other decision-making tasks2-4. Although molecular studies have catalogued more than 50 cortical cell types5, it remains unclear what distinct functions they have in this area. Here we identified a molecularly defined subset of somatostatin (Sst) inhibitory neurons that, in the mouse posterior parietal cortex, carry a cell-type-specific error-correction signal for navigation. We obtained repeatable experimental access to these cells using an adeno-associated virus in which gene expression is driven by an enhancer that functions specifically in a subset of Sst cells6. We found that during goal-directed navigation in a virtual environment, this subset of Sst neurons activates in a synchronous pattern that is distinct from the activity of surrounding neurons, including other Sst neurons. Using in vivo two-photon photostimulation and ex vivo paired patch-clamp recordings, we show that nearby cells of this Sst subtype excite each other through gap junctions, revealing a self-excitation circuit motif that contributes to the synchronous activity of this cell type. These cells selectively activate as mice execute course corrections for deviations in their virtual heading during navigation towards a reward location, for both self-induced and experimentally induced deviations. We propose that this subtype of Sst neurons provides a self-reinforcing and cell-type-specific error-correction signal in the posterior parietal cortex that may help with the execution and learning of accurate goal-directed navigation trajectories.
Assuntos
Neurônios , Lobo Parietal , Animais , Camundongos , Aprendizagem , Neurônios/metabolismo , Lobo Parietal/citologia , Lobo Parietal/metabolismo , Objetivos , Somatostatina/metabolismo , Inibição Neural , Navegação Espacial , Técnicas de Patch-Clamp , Junções Comunicantes/metabolismoRESUMO
To encode specific sensory inputs, cortical neurons must generate selective responses for distinct stimulus features. In principle, a variety of factors can contribute to the response selectivity of a cortical neuron: the tuning and strength of excitatory1-3 and inhibitory synaptic inputs4-6, dendritic nonlinearities7-9 and spike threshold10,11. Here we use a combination of techniques including in vivo whole-cell recording, synaptic- and cellular-resolution in vivo two-photon calcium imaging, and GABA (γ-aminobutyric acid) neuron-selective optogenetic manipulation to dissect the factors that contribute to the direction-selective responses of layer 2/3 neurons in ferret visual cortex (V1). Two-photon calcium imaging of dendritic spines12,13 revealed that each neuron receives a mixture of excitatory synaptic inputs selective for the somatic preferred or null direction of motion. The relative number of preferred- and null-tuned excitatory inputs predicted a neuron's somatic direction preference, but failed to account for the degree of direction selectivity. By contrast, in vivo whole-cell patch-clamp recordings revealed a notable degree of direction selectivity in subthreshold responses that was significantly correlated with spiking direction selectivity. Subthreshold direction selectivity was predicted by the magnitude and variance of the response to the null direction of motion, and several lines of evidence, including conductance measurements, demonstrate that differential tuning of excitation and inhibition suppresses responses to the null direction of motion. Consistent with this idea, optogenetic inactivation of GABAergic neurons in layer 2/3 reduced direction selectivity by enhancing responses to the null direction. Furthermore, by optogenetically mapping connections of inhibitory neurons in layer 2/3 in vivo, we find that layer 2/3 inhibitory neurons make long-range, intercolumnar projections to excitatory neurons that prefer the opposite direction of motion. We conclude that intracortical inhibition exerts a major influence on the degree of direction selectivity in layer 2/3 of ferret V1 by suppressing responses to the null direction of motion.
Assuntos
Viés de Atenção/fisiologia , Potenciais Pós-Sinápticos Excitadores/fisiologia , Furões/fisiologia , Movimento (Física) , Inibição Neural/fisiologia , Córtex Visual/citologia , Córtex Visual/fisiologia , Animais , Feminino , Neurônios GABAérgicos/fisiologia , Potenciais Pós-Sinápticos Inibidores/fisiologia , Interneurônios/fisiologia , Sinapses/metabolismo , Córtex Visual/anatomia & histologiaRESUMO
The version of this paper originally published cited a preprint version of ref. 12 instead of the published version (Proc. Natl. Acad. Sci. USA 115, 5594-5599; 2018), which was available before this Nature Methods paper went to press. The reference information has been updated in the PDF and HTML versions of the article.
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In the version of this paper originally published, important figure labels in Fig. 3d were not visible. An image layer present in the authors' original figure that included two small dashed outlines and text labels indicating ROI 1 and ROI 2, as well as a scale bar and the name of the cell label, was erroneously altered during image processing. The figure has been corrected in the HTML and PDF versions of the paper.
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Single-wavelength fluorescent reporters allow visualization of specific neurotransmitters with high spatial and temporal resolution. We report variants of intensity-based glutamate-sensing fluorescent reporter (iGluSnFR) that are functionally brighter; detect submicromolar to millimolar amounts of glutamate; and have blue, cyan, green, or yellow emission profiles. These variants could be imaged in vivo in cases where original iGluSnFR was too dim, resolved glutamate transients in dendritic spines and axonal boutons, and allowed imaging at kilohertz rates.
Assuntos
Ácido Glutâmico/metabolismo , Proteínas de Fluorescência Verde/metabolismo , Microscopia de Fluorescência/métodos , Neurônios/citologia , Retina/citologia , Córtex Visual/citologia , Animais , Cor , Feminino , Furões , Corantes Fluorescentes , Ácido Glutâmico/análise , Masculino , Camundongos Endogâmicos C57BL , Neurônios/metabolismo , Retina/metabolismo , Córtex Visual/metabolismoRESUMO
Bumblebees are important pollinators in natural and agricultural ecosystems. The latter results in the frequent exposure of bumblebees to pesticides. We report here on a new bioassay that uses primary cultures of neurons derived from adult bumblebee workers to evaluate possible side-effects of the neonicotinoid pesticide imidacloprid. Mushroom bodies (MBs) from the brains of bumblebee workers were dissected and dissociated to produce cultures of Kenyon cells (KCs). Cultured KCs typically extend branched, dendrite-like processes called neurites, with substantial growth evident 24-48 h after culture initiation. Exposure of cultured KCs obtained from newly eclosed adult workers to 2.5 parts per billion (ppb) imidacloprid, an environmentally relevant concentration of pesticide, did not have a detectable effect on neurite outgrowth. By contrast, in cultures prepared from newly eclosed adult bumblebees, inhibitory effects of imidacloprid were evident when the medium contained 25 ppb imidacloprid, and no growth was observed at 2,500 ppb. The KCs of older workers (13-day-old nurses and foragers) appeared to be more sensitive to imidacloprid than newly eclosed adults, as strong effects on KCs obtained from older nurses and foragers were also evident at 2.5 ppb imidacloprid. In conclusion, primary cultures using KCs of bumblebee worker brains offer a tool to assess sublethal effects of neurotoxic pesticides in vitro. Such studies also have the potential to contribute to the understanding of mechanisms of plasticity in the adult bumblebee brain.
Assuntos
Abelhas/efeitos dos fármacos , Imidazóis/toxicidade , Inseticidas/toxicidade , Corpos Pedunculados/efeitos dos fármacos , Nitrocompostos/toxicidade , Testes de Toxicidade Aguda/métodos , Envelhecimento , Animais , Células Cultivadas , Relação Dose-Resposta a Droga , Imuno-Histoquímica , Microscopia de Fluorescência , Corpos Pedunculados/citologia , Neonicotinoides , Neuritos/efeitos dos fármacosRESUMO
Understanding how cortical inhibition shapes circuit function requires identifying the connectivity rules relating the response properties of inhibitory interneurons and their postsynaptic targets. Here we explore the orientation tuning of layer 2/3 inhibitory inputs in the ferret visual cortex using a combination of in vivo axon imaging, functional input mapping, and physiology. Inhibitory boutons exhibit robust orientation-tuned responses with preferences that can differ significantly from the cortical column in which they reside. Inhibitory input fields measured with patterned optogenetic stimulation and intracellular recordings revealed that these inputs originate from a wide range of orientation domains, inconsistent with a model of co-tuned inhibition and excitation. Intracellular synaptic conductance measurements confirm that individual neurons can depart from a co-tuned regime. Our results argue against a simple rule for the arrangement of inhibitory inputs supplied by layer 2/3 circuits and suggest that heterogeneity in presynaptic inhibitory networks contributes to neural response properties.
Assuntos
Potenciais Pós-Sinápticos Inibidores/fisiologia , Interneurônios/fisiologia , Neocórtex/fisiologia , Inibição Neural/fisiologia , Córtex Visual/fisiologia , Animais , Furões , Neurônios GABAérgicos/fisiologia , Vias Neurais/fisiologia , Neurônios/fisiologia , Optogenética , Técnicas de Patch-Clamp , Terminações Pré-SinápticasRESUMO
Resin composite can be relatively stiff, difficult to express from the compule/syringe, and challenging to place. Research has shown that heating the material prior to use not only decreases its viscosity but also improves its physical properties. This article discusses the effect of preheating composite and discusses a device designed to control the preheating process.
Assuntos
Resinas Compostas/química , Cárie Dentária/terapia , Materiais Dentários/química , Restauração Dentária Permanente/métodos , Resinas Compostas/administração & dosagem , Materiais Dentários/uso terapêutico , Restauração Dentária Permanente/instrumentação , Temperatura Alta , Humanos , Seringas , ViscosidadeRESUMO
Substantial evidence at the subcellular level indicates that the spatial arrangement of synaptic inputs onto dendrites could play a significant role in cortical computations, but how synapses of functionally defined cortical networks are arranged within the dendrites of individual neurons remains unclear. Here we assessed one-dimensional spatial receptive fields of individual dendritic spines within individual layer 2/3 neuron dendrites. Spatial receptive field properties of dendritic spines were strikingly diverse, with no evidence of large-scale topographic organization. At a fine scale, organization was evident: neighboring spines separated by less than 10 µm shared similar spatial receptive field properties and exhibited a distance-dependent correlation in sensory-driven and spontaneous activity patterns. Fine-scale dendritic organization was supported by the fact that functional groups of spines defined by dimensionality reduction of receptive field properties exhibited non-random dendritic clustering. Our results demonstrate that functional synaptic clustering is a robust feature existing at a local spatial scale. VIDEO ABSTRACT.
Assuntos
Furões/fisiologia , Percepção Espacial/fisiologia , Sinapses/fisiologia , Percepção Visual/fisiologia , Animais , Mapeamento Encefálico , Espinhas Dendríticas/fisiologia , Feminino , Processamento de Imagem Assistida por Computador , Estimulação Luminosa , Córtex Visual/citologia , Córtex Visual/fisiologia , Campos Visuais/fisiologiaRESUMO
Functional circuits in the visual cortex require the coordinated activity of excitatory and inhibitory neurons. Molecular genetic approaches in the mouse have led to the "local non-specific pooling principle" of inhibitory connectivity, in which inhibitory neurons are untuned for stimulus features due to the random pooling of local inputs. However, it remains unclear whether this principle generalizes to species with a columnar organization of feature selectivity such as carnivores, primates, and humans. Here we use virally mediated GABAergic-specific GCaMP6f expression to demonstrate that inhibitory neurons in ferret visual cortex respond robustly and selectively to oriented stimuli. We find that the tuning of inhibitory neurons is inconsistent with the local non-specific pooling of excitatory inputs and that inhibitory neurons exhibit orientation-specific noise correlations with local and distant excitatory neurons. These findings challenge the generality of the non-specific pooling principle for inhibitory neurons, suggesting different rules for functional excitatory-inhibitory interactions in non-murine species.
Assuntos
Mapeamento Encefálico , Neurônios GABAérgicos/fisiologia , Rede Nervosa/fisiologia , Neuroimagem , Sinapses/fisiologia , Córtex Visual/fisiologia , Animais , Feminino , Furões , Inibição Neural/fisiologia , Neuroimagem/métodos , Orientação/fisiologiaRESUMO
Neurons and neural networks often extend hundreds of micrometers in three dimensions. Capturing the calcium transients associated with their activity requires volume imaging methods with subsecond temporal resolution. Such speed is a challenge for conventional two-photon laser-scanning microscopy, because it depends on serial focal scanning in 3D and indicators with limited brightness. Here we present an optical module that is easily integrated into standard two-photon laser-scanning microscopes to generate an axially elongated Bessel focus, which when scanned in 2D turns frame rate into volume rate. We demonstrated the power of this approach in enabling discoveries for neurobiology by imaging the calcium dynamics of volumes of neurons and synapses in fruit flies, zebrafish larvae, mice and ferrets in vivo. Calcium signals in objects as small as dendritic spines could be resolved at video rates, provided that the samples were sparsely labeled to limit overlap in their axially projected images.
Assuntos
Encéfalo/fisiologia , Imageamento Tridimensional/métodos , Sinapses/fisiologia , Animais , Axônios , Cálcio/metabolismo , Dendritos/fisiologia , Drosophila melanogaster , Camundongos , Microscopia Confocal , Inibição Neural/fisiologia , Neurônios/fisiologia , Fótons , Peixe-ZebraAssuntos
Antibacterianos/efeitos adversos , Tetraciclinas/efeitos adversos , Clareamento Dental/métodos , Descoloração de Dente/induzido quimicamente , Descoloração de Dente/tratamento farmacológico , Dispositivos para o Cuidado Bucal Domiciliar , Humanos , Peróxido de Hidrogênio/uso terapêutico , Masculino , Clareamento Dental/instrumentação , Clareadores Dentários/uso terapêuticoRESUMO
The majority of neurons in primary visual cortex are tuned for stimulus orientation, but the factors that account for the range of orientation selectivities exhibited by cortical neurons remain unclear. To address this issue, we used in vivo two-photon calcium imaging to characterize the orientation tuning and spatial arrangement of synaptic inputs to the dendritic spines of individual pyramidal neurons in layer 2/3 of ferret visual cortex. The summed synaptic input to individual neurons reliably predicted the neuron's orientation preference, but did not account for differences in orientation selectivity among neurons. These differences reflected a robust input-output nonlinearity that could not be explained by spike threshold alone and was strongly correlated with the spatial clustering of co-tuned synaptic inputs within the dendritic field. Dendritic branches with more co-tuned synaptic clusters exhibited greater rates of local dendritic calcium events, supporting a prominent role for functional clustering of synaptic inputs in dendritic nonlinearities that shape orientation selectivity.
Assuntos
Potenciais de Ação/fisiologia , Orientação/fisiologia , Sinapses/fisiologia , Córtex Visual/fisiologia , Animais , Dendritos/fisiologia , Feminino , Furões , Modelos Neurológicos , Inibição Neural/fisiologia , Estimulação Luminosa/métodosRESUMO
A fundamental impediment to understanding the brain is the availability of inexpensive and robust methods for targeting and manipulating specific neuronal populations. The need to overcome this barrier is pressing because there are considerable anatomical, physiological, cognitive and behavioral differences between mice and higher mammalian species in which it is difficult to specifically target and manipulate genetically defined functional cell types. In particular, it is unclear the degree to which insights from mouse models can shed light on the neural mechanisms that mediate cognitive functions in higher species, including humans. Here we describe a novel recombinant adeno-associated virus that restricts gene expression to GABAergic interneurons within the telencephalon. We demonstrate that the viral expression is specific and robust, allowing for morphological visualization, activity monitoring and functional manipulation of interneurons in both mice and non-genetically tractable species, thus opening the possibility to study GABAergic function in virtually any vertebrate species.