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1.
Nature ; 585(7824): 245-250, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32884146

RESUMO

Adaptive behaviour crucially depends on flexible decision-making, which in mammals relies on the frontal cortex, specifically the orbitofrontal cortex (OFC)1-9. How OFC encodes decision variables and instructs sensory areas to guide adaptive behaviour are key open questions. Here we developed a reversal learning task for head-fixed mice, monitored the activity of neurons of the lateral OFC using two-photon calcium imaging and investigated how OFC dynamically interacts with primary somatosensory cortex (S1). Mice learned to discriminate 'go' from 'no-go' tactile stimuli10,11 and adapt their behaviour upon reversal of stimulus-reward contingency ('rule switch'). Imaging individual neurons longitudinally across all behavioural phases revealed a distinct engagement of S1 and lateral OFC, with S1 neural activity reflecting initial task learning, whereas lateral OFC neurons responded saliently and transiently to the rule switch. We identified direct long-range projections from lateral OFC to S1 that can feed this activity back to S1 as value prediction error. This top-down signal updated sensory representations in S1 by functionally remapping responses in a subpopulation of neurons that was sensitive to reward history. Functional remapping crucially depended on top-down feedback as chemogenetic silencing of lateral OFC neurons disrupted reversal learning, as well as plasticity in S1. The dynamic interaction of lateral OFC with sensory cortex thus implements computations critical for value prediction that are history dependent and error based, providing plasticity essential for flexible decision-making.


Assuntos
Plasticidade Neuronal/fisiologia , Córtex Pré-Frontal/citologia , Córtex Pré-Frontal/fisiologia , Reversão de Aprendizagem/fisiologia , Córtex Somatossensorial/citologia , Córtex Somatossensorial/fisiologia , Percepção do Tato/fisiologia , Adaptação Psicológica , Animais , Mapeamento Encefálico , Sinalização do Cálcio , Tomada de Decisões/fisiologia , Discriminação Psicológica/fisiologia , Masculino , Camundongos , Estimulação Física , Células Receptoras Sensoriais/metabolismo
2.
Development ; 148(21)2021 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-34739029

RESUMO

Genome editing simplifies the generation of new animal models for congenital disorders. However, the detailed and unbiased phenotypic assessment of altered embryonic development remains a challenge. Here, we explore how deep learning (U-Net) can automate segmentation tasks in various imaging modalities, and we quantify phenotypes of altered renal, neural and craniofacial development in Xenopus embryos in comparison with normal variability. We demonstrate the utility of this approach in embryos with polycystic kidneys (pkd1 and pkd2) and craniofacial dysmorphia (six1). We highlight how in toto light-sheet microscopy facilitates accurate reconstruction of brain and craniofacial structures within X. tropicalis embryos upon dyrk1a and six1 loss of function or treatment with retinoic acid inhibitors. These tools increase the sensitivity and throughput of evaluating developmental malformations caused by chemical or genetic disruption. Furthermore, we provide a library of pre-trained networks and detailed instructions for applying deep learning to the reader's own datasets. We demonstrate the versatility, precision and scalability of deep neural network phenotyping on embryonic disease models. By combining light-sheet microscopy and deep learning, we provide a framework for higher-throughput characterization of embryonic model organisms. This article has an associated 'The people behind the papers' interview.


Assuntos
Aprendizado Profundo , Desenvolvimento Embrionário/genética , Fenótipo , Animais , Anormalidades Craniofaciais/embriologia , Anormalidades Craniofaciais/genética , Anormalidades Craniofaciais/patologia , Modelos Animais de Doenças , Processamento de Imagem Assistida por Computador , Camundongos , Microscopia , Mutação , Redes Neurais de Computação , Transtornos do Neurodesenvolvimento/genética , Transtornos do Neurodesenvolvimento/patologia , Doenças Renais Policísticas/embriologia , Doenças Renais Policísticas/genética , Doenças Renais Policísticas/patologia , Proteínas de Xenopus/genética , Xenopus laevis
3.
Eur J Neurosci ; 55(9-10): 2435-2454, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-33338290

RESUMO

Learning adaptive behaviour to control aversion is a major brain function. Detecting the absence of control is also important, although chronic uncontrollable aversion can impact maladaptively on stimulus processing in general. The mouse basomedial amygdala (BMA) contributes to aversion processing with high BMA activity associated with active behavioural responding. The overall aim of the present study was to investigate the associations between aversion (un)controllability, BMA activity and behaviour. Fibre photometry of GCaMP6-expressing BMA neuron populations was applied in freely behaving adult male mice during exposure to mild electrical shocks, and effects of specific or general (un)controllability were investigated. In a discrete learned helplessness (LH) effect paradigm, mice underwent discrete sessions of pre-exposure to either escapable shock (ES) or inescapable shock (IES) followed by an escape test. IES mice acquired fewer escape attempts than ES mice, and this co-occurred with higher aversion-related BMA activity in the IES group. After 30 days, ES and IES mice were allocated equally to either chronic social stress (CSS)-exposure to continuous uncontrollable social aversion-or control handling (CON), and on days 5 and 15 underwent an IES session. CSS mice made fewer escape attempts than CON mice, and this was now associated with lower aversion-related BMA activity in the CSS group. These findings suggest that mouse BMA activity is higher when discrete aversion is uncontrollable but becomes lower following chronic uncontrollable aversion exposure. Therefore, BMA activity could be a neural marker of adaptive and maladaptive states consequent to specific and general uncontrollability, respectively.


Assuntos
Desamparo Aprendido , Estresse Psicológico , Afeto , Tonsila do Cerebelo , Animais , Eletrochoque , Masculino , Camundongos
4.
Nat Methods ; 16(6): 553-560, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-31086339

RESUMO

Animal behavior originates from neuronal activity distributed across brain-wide networks. However, techniques available to assess large-scale neural dynamics in behaving animals remain limited. Here we present compact, chronically implantable, high-density arrays of optical fibers that enable multi-fiber photometry and optogenetic perturbations across many regions in the mammalian brain. In mice engaged in a texture discrimination task, we achieved simultaneous photometric calcium recordings from networks of 12-48 brain regions, including striatal, thalamic, hippocampal and cortical areas. Furthermore, we optically perturbed subsets of regions in VGAT-ChR2 mice by targeting specific fiber channels with a spatial light modulator. Perturbation of ventral thalamic nuclei caused distributed network modulation and behavioral deficits. Finally, we demonstrate multi-fiber photometry in freely moving animals, including simultaneous recordings from two mice during social interaction. High-density multi-fiber arrays are versatile tools for the investigation of large-scale brain dynamics during behavior.


Assuntos
Mapeamento Encefálico/métodos , Encéfalo/fisiologia , Tecnologia de Fibra Óptica/métodos , Neurônios/fisiologia , Optogenética , Fotometria/métodos , Proteínas Vesiculares de Transporte de Aminoácidos Inibidores/fisiologia , Animais , Comportamento Animal , Encéfalo/citologia , Sinalização do Cálcio , Tecnologia de Fibra Óptica/instrumentação , Masculino , Camundongos , Camundongos Transgênicos , Neurônios/citologia
5.
Nat Methods ; 16(11): 1105-1108, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31527839

RESUMO

Light-sheet microscopy is an ideal technique for imaging large cleared samples; however, the community is still lacking instruments capable of producing volumetric images of centimeter-sized cleared samples with near-isotropic resolution within minutes. Here, we introduce the mesoscale selective plane-illumination microscopy initiative, an open-hardware project for building and operating a light-sheet microscope that addresses these challenges and is compatible with any type of cleared or expanded sample ( www.mesospim.org ).


Assuntos
Microscopia de Fluorescência/instrumentação , Animais , Embrião de Galinha , Microscopia de Fluorescência/métodos , Software
6.
J Comput Neurosci ; 50(2): 241-249, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35182268

RESUMO

An isotropic dynamical system is one that looks the same in every direction, i.e., if we imagine standing somewhere within an isotropic system, we would not be able to differentiate between different lines of sight. Conversely, anisotropy is a measure of the extent to which a system deviates from perfect isotropy, with larger values indicating greater discrepancies between the structure of the system along its axes. Here, we derive the form of a generalised scalable (mechanically similar) discretized field theoretic Lagrangian that allows for levels of anisotropy to be directly estimated via timeseries of arbitrary dimensionality. We generate synthetic data for both isotropic and anisotropic systems and, by using Bayesian model inversion and reduction, show that we can discriminate between the two datasets - thereby demonstrating proof of principle. We then apply this methodology to murine calcium imaging data collected in rest and task states, showing that anisotropy can be estimated directly from different brain states and cortical regions in an empirical in vivo biological setting. We hope that this theoretical foundation, together with the methodology and publicly available MATLAB code, will provide an accessible way for researchers to obtain new insight into the structural organization of neural systems in terms of how scalable neural regions grow - both ontogenetically during the development of an individual organism, as well as phylogenetically across species.


Assuntos
Encéfalo , Modelos Neurológicos , Animais , Anisotropia , Teorema de Bayes , Cabeça , Camundongos
7.
PLoS Comput Biol ; 16(5): e1007865, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32365069

RESUMO

In contrast to the symmetries of translation in space, rotation in space, and translation in time, the known laws of physics are not universally invariant under transformation of scale. However, a special case exists in which the action is scale invariant if it satisfies the following two constraints: 1) it must depend upon a scale-free Lagrangian, and 2) the Lagrangian must change under scale in the same way as the inverse time, [Formula: see text]. Our contribution lies in the derivation of a generalised Lagrangian, in the form of a power series expansion, that satisfies these constraints. This generalised Lagrangian furnishes a normal form for dynamic causal models-state space models based upon differential equations-that can be used to distinguish scale symmetry from scale freeness in empirical data. We establish face validity with an analysis of simulated data, in which we show how scale symmetry can be identified and how the associated conserved quantities can be estimated in neuronal time series.


Assuntos
Modelos Neurológicos , Neurônios/fisiologia , Animais , Macaca , Imageamento por Ressonância Magnética , Camundongos
8.
Cereb Cortex ; 30(9): 4922-4937, 2020 07 30.
Artigo em Inglês | MEDLINE | ID: mdl-32313923

RESUMO

Abnormal brain development manifests itself at different spatial scales. However, whether abnormalities at the cellular level can be diagnosed from network activity measured with functional magnetic resonance imaging (fMRI) is largely unknown, yet of high clinical relevance. Here a putative mechanism reported in neurodevelopmental disorders, that is, excitation-to-inhibition ratio (E:I), was chemogenetically increased within cortical microcircuits of the mouse brain and measured via fMRI. Increased E:I caused a significant "reduction" of long-range connectivity, irrespective of whether excitatory neurons were facilitated or inhibitory Parvalbumin (PV) interneurons were suppressed. Training a classifier on fMRI signals, we were able to accurately classify cortical areas exhibiting increased E:I. This classifier was validated in an independent cohort of Fmr1y/- knockout mice, a model for autism with well-documented loss of parvalbumin neurons and chronic alterations of E:I. Our findings demonstrate a promising novel approach towards inferring microcircuit abnormalities from macroscopic fMRI measurements.


Assuntos
Encéfalo/fisiologia , Rede Nervosa/fisiopatologia , Transtornos do Neurodesenvolvimento/fisiopatologia , Neurônios/fisiologia , Animais , Imageamento por Ressonância Magnética/métodos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Inibição Neural/fisiologia
9.
J Neurosci ; 39(37): 7332-7343, 2019 09 11.
Artigo em Inglês | MEDLINE | ID: mdl-31332000

RESUMO

The posterior parietal cortex (PPC) in rodents is reciprocally connected to primary somatosensory and vibrissal motor cortices. The PPC neuronal circuitry could thus encode and potentially integrate incoming somatosensory information and whisker motor output. However, the information encoded across PPC layers during refined sensorimotor behavior remains largely unknown. To uncover the sensorimotor features represented in PPC during voluntary whisking and object touch, we performed loose-patch single-unit recordings and extracellular recordings of ensemble activity, covering all layers of PPC in anesthetized and awake, behaving male rats. First, using single-cell receptive field mapping, we revealed the presence of coarse somatotopy along the mediolateral axis in PPC. Second, we found that spiking activity was modulated during exploratory whisking in layers 2-4 and layer 6, but not in layer 5 of awake, behaving rats. Population spiking activity preceded actual movement, and whisker trajectory endpoints could be decoded by population spiking, suggesting that PPC is involved in movement planning. Finally, population spiking activity further increased in response to active whisker touch but only in PPC layers 2-4. Thus, we find layer-specific processing, which emphasizes the computational role of PPC during whisker sensorimotor behavior.SIGNIFICANCE STATEMENT The posterior parietal cortex (PPC) is thought to merge information on motor output and sensory input to orchestrate interaction with the environment, but the function of different PPC microcircuit components is poorly understood. We recorded neuronal activity in rat PPC during sensorimotor behavior involving motor and sensory pathways. We uncovered that PPC layers have dedicated function: motor and sensory information is merged in layers 2-4; layer 6 predominantly represents motor information. Collectively, PPC activity predicts future motor output, thus entailing a motor plan. Our results are important for understanding how PPC computationally processes motor output and sensory input. This understanding may facilitate decoding of brain activity when using brain-machine interfaces to overcome loss of function after, for instance, spinal cord injury.


Assuntos
Movimento/fisiologia , Lobo Parietal/fisiologia , Córtex Somatossensorial/fisiologia , Percepção do Tato/fisiologia , Vibrissas/fisiologia , Animais , Masculino , Lobo Parietal/citologia , Ratos , Ratos Wistar , Córtex Somatossensorial/citologia , Vibrissas/citologia , Vibrissas/inervação
10.
PLoS Pathog ; 14(11): e1007424, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30496289

RESUMO

Transmissible spongiform encephalopathies (TSEs) are caused by the prion, which consists essentially of PrPSc, an aggregated, conformationally modified form of the cellular prion protein (PrPC). Although TSEs can be experimentally transmitted by intracerebral inoculation, most instances of infection in the field occur through extracerebral routes. The epidemics of kuru and variant Creutzfeldt-Jakob disease were caused by dietary exposure to prions, and parenteral administration of prion-contaminated hormones has caused hundreds of iatrogenic TSEs. In all these instances, the development of postexposure prophylaxis relies on understanding of how prions propagate from the site of entry to the brain. While much evidence points to lymphoreticular invasion followed by retrograde transfer through peripheral nerves, prions are present in the blood and may conceivably cross the blood-brain barrier directly. Here we have addressed the role of the blood-brain barrier (BBB) in prion disease propagation using Pdgfbret/ret mice which possess a highly permeable BBB. We found that Pdgfbret/ret mice have a similar prion disease incubation time as their littermate controls regardless of the route of prion transmission. These surprising results indicate that BBB permeability is irrelevant to the initiation of prion disease, even when prions are administered parenterally.


Assuntos
Barreira Hematoencefálica/metabolismo , Doenças Priônicas/metabolismo , Príons/metabolismo , Animais , Transporte Biológico , Encéfalo/irrigação sanguínea , Encéfalo/patologia , Bovinos , Síndrome de Creutzfeldt-Jakob/patologia , Modelos Animais de Doenças , Encefalopatia Espongiforme Bovina/patologia , Humanos , Camundongos , Doenças Priônicas/transmissão , Proteínas Priônicas/metabolismo , Príons/patogenicidade , Scrapie/patologia
11.
Brain ; 142(4): 885-902, 2019 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-30805583

RESUMO

Brain calcifications are commonly detected in aged individuals and accompany numerous brain diseases, but their functional importance is not understood. In cases of primary familial brain calcification, an autosomally inherited neuropsychiatric disorder, the presence of bilateral brain calcifications in the absence of secondary causes of brain calcification is a diagnostic criterion. To date, mutations in five genes including solute carrier 20 member 2 (SLC20A2), xenotropic and polytropic retrovirus receptor 1 (XPR1), myogenesis regulating glycosidase (MYORG), platelet-derived growth factor B (PDGFB) and platelet-derived growth factor receptor ß (PDGFRB), are considered causal. Previously, we have reported that mutations in PDGFB in humans are associated with primary familial brain calcification, and mice hypomorphic for PDGFB (Pdgfbret/ret) present with brain vessel calcifications in the deep regions of the brain that increase with age, mimicking the pathology observed in human mutation carriers. In this study, we characterize the cellular environment surrounding calcifications in Pdgfbret/ret animals and show that cells around vessel-associated calcifications express markers for osteoblasts, osteoclasts and osteocytes, and that bone matrix proteins are present in vessel-associated calcifications. Additionally, we also demonstrate the osteogenic environment around brain calcifications in genetically confirmed primary familial brain calcification cases. We show that calcifications cause oxidative stress in astrocytes and evoke expression of neurotoxic astrocyte markers. Similar to previously reported human primary familial brain calcification cases, we describe high interindividual variation in calcification load in Pdgfbret/ret animals, as assessed by ex vivo and in vivo quantification of calcifications. We also report that serum of Pdgfbret/ret animals does not differ in calcification propensity from control animals and that vessel calcification occurs only in the brains of Pdgfbret/ret animals. Notably, ossification of vessels and astrocytic neurotoxic response is associated with specific behavioural and cognitive alterations, some of which are associated with primary familial brain calcification in a subset of patients.


Assuntos
Astrócitos/metabolismo , Ossificação Heterotópica/patologia , Proteínas Proto-Oncogênicas c-sis/metabolismo , Idoso , Animais , Encéfalo/patologia , Encefalopatias/genética , Calcinose/patologia , Feminino , Humanos , Masculino , Camundongos , Mutação , Osteogênese/fisiologia , Estresse Oxidativo , Linhagem , Proteínas Proto-Oncogênicas c-sis/genética , Proteínas Proto-Oncogênicas c-sis/fisiologia , Receptor beta de Fator de Crescimento Derivado de Plaquetas/genética , Proteínas Cotransportadoras de Sódio-Fosfato Tipo III/genética , Receptor do Retrovírus Politrópico e Xenotrópico
12.
Eur J Neurosci ; 50(6): 2955-2969, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-30941846

RESUMO

Rhythmic whisking behavior in rodents fully develops during a critical period about 2 weeks after birth, in parallel with the maturation of other sensory modalities and the onset of exploratory locomotion. How whisker-related sensory processing develops during this period in the primary somatosensory cortex (S1) remains poorly understood. Here, we characterized neuronal activity evoked by single- or dual-whisker stimulation patterns in developing S1, before, during and after the occurrence of active whisking. Employing multi-electrode recordings in all layers of barrel cortex in urethane-anesthetized mice, we find layer-specific changes in multi-unit activity for principal and neighboring barrel columns. While whisker stimulation evoked similar early responses (0-50 ms post-stimulus) across development, the late response (50-150 ms post-stimulus) decreased in all layers with age. Furthermore, peak onset times and the duration of the late response decreased in all layers across age groups. Responses to paired-pulse stimulation showed increases in spiking precision and in paired-pulse ratios in all cortical layers during development. Sequential activation of two neighboring whiskers with varying stimulus intervals evoked distinct response profiles in the activated barrel columns, depending on the direction and temporal separation of the stimuli. In conclusion, our findings indicate that the temporal sharpening of sensory-evoked activity coincides with the onset of active whisking.


Assuntos
Potenciais Somatossensoriais Evocados/fisiologia , Neurônios/fisiologia , Córtex Somatossensorial/fisiologia , Vibrissas/fisiologia , Animais , Feminino , Masculino , Camundongos , Plasticidade Neuronal/fisiologia
13.
Nature ; 499(7458): 336-40, 2013 Jul 18.
Artigo em Inglês | MEDLINE | ID: mdl-23792559

RESUMO

In the mammalian neocortex, segregated processing streams are thought to be important for forming sensory representations of the environment, but how local information in primary sensory cortex is transmitted to other distant cortical areas during behaviour is unclear. Here we show task-dependent activation of distinct, largely non-overlapping long-range projection neurons in the whisker region of primary somatosensory cortex (S1) in awake, behaving mice. Using two-photon calcium imaging, we monitored neuronal activity in anatomically identified S1 neurons projecting to secondary somatosensory (S2) or primary motor (M1) cortex in mice using their whiskers to perform a texture-discrimination task or a task that required them to detect the presence of an object at a certain location. Whisking-related cells were found among S2-projecting (S2P) but not M1-projecting (M1P) neurons. A higher fraction of S2P than M1P neurons showed touch-related responses during texture discrimination, whereas a higher fraction of M1P than S2P neurons showed touch-related responses during the detection task. In both tasks, S2P and M1P neurons could discriminate similarly between trials producing different behavioural decisions. However, in trials producing the same decision, S2P neurons performed better at discriminating texture, whereas M1P neurons were better at discriminating location. Sensory stimulus features alone were not sufficient to elicit these differences, suggesting that selective transmission of S1 information to S2 and M1 is driven by behaviour.


Assuntos
Discriminação Psicológica/fisiologia , Neurônios/fisiologia , Córtex Somatossensorial/fisiologia , Vias Aferentes , Animais , Comportamento Animal , Cálcio/análise , Camundongos , Neurônios/química , Córtex Somatossensorial/citologia , Vibrissas/inervação
14.
PLoS Comput Biol ; 13(12): e1005888, 2017 12.
Artigo em Inglês | MEDLINE | ID: mdl-29240769

RESUMO

Local excitatory connections in mouse primary visual cortex (V1) are stronger and more prevalent between neurons that share similar functional response features. However, the details of how functional rules for local connectivity shape neuronal responses in V1 remain unknown. We hypothesised that complex responses to visual stimuli may arise as a consequence of rules for selective excitatory connectivity within the local network in the superficial layers of mouse V1. In mouse V1 many neurons respond to overlapping grating stimuli (plaid stimuli) with highly selective and facilitatory responses, which are not simply predicted by responses to single gratings presented alone. This complexity is surprising, since excitatory neurons in V1 are considered to be mainly tuned to single preferred orientations. Here we examined the consequences for visual processing of two alternative connectivity schemes: in the first case, local connections are aligned with visual properties inherited from feedforward input (a 'like-to-like' scheme specifically connecting neurons that share similar preferred orientations); in the second case, local connections group neurons into excitatory subnetworks that combine and amplify multiple feedforward visual properties (a 'feature binding' scheme). By comparing predictions from large scale computational models with in vivo recordings of visual representations in mouse V1, we found that responses to plaid stimuli were best explained by assuming feature binding connectivity. Unlike under the like-to-like scheme, selective amplification within feature-binding excitatory subnetworks replicated experimentally observed facilitatory responses to plaid stimuli; explained selective plaid responses not predicted by grating selectivity; and was consistent with broad anatomical selectivity observed in mouse V1. Our results show that visual feature binding can occur through local recurrent mechanisms without requiring feedforward convergence, and that such a mechanism is consistent with visual responses and cortical anatomy in mouse V1.


Assuntos
Modelos Neurológicos , Córtex Visual/fisiologia , Animais , Sinalização do Cálcio/fisiologia , Biologia Computacional , Feminino , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Rede Nervosa/fisiologia , Neurônios/fisiologia , Orientação/fisiologia , Estimulação Luminosa , Sinapses/fisiologia , Córtex Visual/citologia , Vias Visuais/citologia , Vias Visuais/fisiologia , Percepção Visual/fisiologia
15.
Cereb Cortex ; 27(10): 4835-4850, 2017 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-27620976

RESUMO

Rodent rhythmic whisking behavior matures during a critical period around 2 weeks after birth. The functional adaptations of neocortical circuitry during this developmental period remain poorly understood. Here, we characterized stimulus-evoked neuronal activity across all layers of mouse barrel cortex before, during, and after the onset of whisking behavior. Employing multi-electrode recordings and 2-photon calcium imaging in anesthetized mice, we tested responses to rostro-caudal whisker deflections, axial "tapping" stimuli, and their combination from postnatal day 10 (P10) to P28. Within this period, whisker-evoked activity of neurons displayed a general decrease in layer 2/3 (L2/3) and L4, but increased in L5 and L6. Distinct alterations in neuronal response adaptation during the 2-s period of stimulation at ~5 Hz accompanied these changes. Moreover, single-unit analysis revealed that response selectivity in favor of either lateral deflection or axial tapping emerges in deeper layers within the critical period around P14. For superficial layers we confirmed this finding using calcium imaging of L2/3 neurons, which also exhibited emergence of response selectivity as well as progressive sparsification and decorrelation of evoked responses around P14. Our results demonstrate layer-specific development of sensory responsiveness and response selectivity in mouse somatosensory cortex coinciding with the onset of exploratory behavior.


Assuntos
Plasticidade Neuronal/fisiologia , Privação Sensorial/fisiologia , Córtex Somatossensorial/fisiologia , Vibrissas/fisiologia , Vias Aferentes/fisiologia , Animais , Animais Recém-Nascidos , Feminino , Masculino , Camundongos Endogâmicos C57BL , Neurogênese/fisiologia , Neurônios/fisiologia , Estimulação Física/métodos
16.
J Neurosci ; 36(28): 7407-14, 2016 07 13.
Artigo em Inglês | MEDLINE | ID: mdl-27413151

RESUMO

UNLABELLED: The hippocampal dentate gyrus is critically involved in learning and memory. However, methods for imaging the activity of its principal neurons, the dentate gyrus granule cells, are missing. Here we demonstrate chronic two-photon imaging of granule cell population activity in awake mice using a cortical window implant that leaves the hippocampal formation intact and does not lead to obvious alteration of animal behavior. Using virus delivery, we targeted expression of genetically encoded calcium indicators specifically to dentate gyrus granule cells. Calcium imaging of granule cell activity 600-800 µm below the hippocampal surface was facilitated by using 1040 nm excitation of the red indicator R-CaMP1.07, but was also achieved using the green indicator GCaMP6s. We found that the rate of calcium transients was increased during wakefulness relative to an extremely low rate during anesthesia; however, activity still remained sparse with, on average, approximately one event per 2-5 min per cell across the granule cell population. Comparing periods of running on a ladder wheel and periods of resting, we furthermore identified state-dependent differences in the active granule cell population, with some cells displaying highest activity level during running and others during resting. Typically, cells did not maintain a clear state preference in their activity pattern across days. Our approach opens new avenues to elucidate granule cell function, plasticity mechanisms, and network computation in the adult dentate gyrus. SIGNIFICANCE STATEMENT: We describe a technique that allows for chronic, functional imaging of dentate gyrus granule cells in awake, behaving mice in an intact hippocampal circuitry using genetically encoded calcium indicators. This novel approach enables the analyses of individual granule cell activity over time and provides a powerful tool to elucidate the mechanisms underlying structural and functional plasticity of the adult dentate gyrus.


Assuntos
Giro Denteado/citologia , Rede Nervosa/fisiologia , Neurônios/fisiologia , Animais , Cálcio/metabolismo , Giro Denteado/diagnóstico por imagem , Comportamento Exploratório/fisiologia , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Microscopia Confocal , Rede Nervosa/diagnóstico por imagem , Neurônios/classificação , Optogenética , Vigília
17.
J Neurosci ; 35(36): 12560-73, 2015 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-26354921

RESUMO

A major challenge for sensory processing in the brain is considering stimulus context, such as stimulus probability, which may be relevant for survival. Excitatory neurons in auditory cortex, for example, adapt to repetitive tones in a stimulus-specific manner without fully generalizing to a low-probability deviant tone ("oddball") that breaks the preceding regularity. Whether such stimulus-specific adaptation (SSA) also prevails in inhibitory neurons and how it might relate to deviance detection remains elusive. We obtained whole-cell recordings from excitatory neurons and somatostatin- and parvalbumin-positive GABAergic interneurons in layer 2/3 of mouse auditory cortex and measured tone-evoked membrane potential responses. All cell types displayed SSA of fast ("early") subthreshold and suprathreshold responses with oddball tones of a deviant frequency eliciting enlarged responses compared with adapted standards. SSA was especially strong when oddball frequency matched neuronal preference. In addition, we identified a slower "late" response component (200-400 ms after tone onset), most clearly in excitatory and parvalbumin-positive neurons, which also displayed SSA. For excitatory neurons, this late component reflected genuine deviance detection. Moreover, intracellular blockade of NMDA receptors reduced early and late responses in excitatory but not parvalbumin-positive neurons. The late component in excitatory neurons thus shares time course, deviance detection, and pharmacological features with the deviant-evoked event-related potential known as mismatch negativity (MMN) and provides a potential link between neuronal SSA and MMN. In summary, our results suggest a two-phase cortical activation upon oddball stimulation, with oddball tones first reactivating the adapted auditory cortex circuitry and subsequently triggering delayed reverberating network activity. Significance statement: Understanding how the brain encodes sensory context in addition to stimulus feature has been a main focus in neuroscience. Using in vivo targeted whole-cell recordings from excitatory and inhibitory neurons of mouse primary auditory cortex, we report two temporally distinct components of membrane potential responses encoding oddball tones that break stimulus regularity. Both components display stimulus-specific adaptation upon oddball paradigm stimulation in the three recorded cell types. The late response component, in particular, carries signatures of genuine deviance detection. In excitatory but not parvalbumin-positive inhibitory neurons, both early and late components depend on NMDA receptor-signaling. Our work proposes a potential neuronal substrate of a known deviant-evoked event-related potential, which is of fundamental significance in basic and clinical neuroscience.


Assuntos
Córtex Auditivo/fisiologia , Potenciais Evocados Auditivos , Neurônios GABAérgicos/fisiologia , Interneurônios/fisiologia , Células Piramidais/fisiologia , Adaptação Fisiológica , Animais , Córtex Auditivo/citologia , Feminino , Masculino , Camundongos , Tempo de Reação
18.
Neuroimage ; 115: 52-63, 2015 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-25934471

RESUMO

The rodent whisker system is a preferred model for studying plasticity in the somatosensory cortex (barrel cortex). Contrarily, only a small amount of research has been conducted to characterize the stability of neuronal population activity in the barrel cortex. We used the mouse whisker system to address the neuronal basis of stable perception in the somatosensory cortex. Cortical representation of periodic whisker deflections was studied in populations of neurons in supragranular layers over extended time periods (up to 3 months) with long-term two-photon Ca(2+) imaging in anesthetized mice. We found that in most of the neurons (87%), Ca(2+) responses increased sublinearly with increasing number of contralateral whisker deflections. The imaged population of neurons was activated in a stereotypic way over days and for different deflection rates (pulse frequencies). Thus, pulse frequencies are coded by response strength rather than by distinct neuronal sub-populations. A small population of highly responsive neurons (~3%) was sufficient to decode the whisker stimulus. This conserved functional map, led by a small set of highly responsive neurons, might form the foundation of stable sensory percepts.


Assuntos
Córtex Somatossensorial/fisiologia , Vibrissas/inervação , Absorciometria de Fóton , Vias Aferentes , Anestesia , Animais , Eletrodos Implantados , Feminino , Camundongos , Camundongos Endogâmicos C57BL , Neuroimagem , Plasticidade Neuronal/fisiologia , Estimulação Física , Células Receptoras Sensoriais/fisiologia , Tato/fisiologia , Percepção do Tato/fisiologia , Vibrissas/fisiologia
19.
Nat Methods ; 9(6): 597-602, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22561989

RESUMO

Functional magnetic resonance imaging (fMRI) based on blood oxygen level-dependent (BOLD) contrast is widely used for probing brain activity, but its relationship to underlying neural activity remains elusive. Here, we combined fMRI with fiber-optic recordings of fluorescent calcium indicator signals to investigate this relationship in rat somatosensory cortex. Electrical forepaw stimulation (1-10 Hz) evoked fast calcium signals of neuronal origin that showed frequency-dependent adaptation. Additionally, slower calcium signals occurred in astrocyte networks, as verified by astrocyte-specific staining and two-photon microscopy. Without apparent glia activation, we could predict BOLD responses well from simultaneously recorded fiber-optic signals, assuming an impulse response function and taking into account neuronal adaptation. In cases with glia activation, we uncovered additional prolonged BOLD signal components. Our findings highlight the complexity of fMRI BOLD signals, involving both neuronal and glial activity. Combined fMRI and fiber-optic recordings should help to clarify cellular mechanisms underlying BOLD signals.


Assuntos
Sinalização do Cálcio/fisiologia , Tecnologia de Fibra Óptica/métodos , Imageamento por Ressonância Magnética/métodos , Neuroglia/fisiologia , Neurônios/fisiologia , Animais , Circulação Cerebrovascular/fisiologia , Estimulação Elétrica , Feminino , Tecnologia de Fibra Óptica/instrumentação , Imageamento por Ressonância Magnética/instrumentação , Neocórtex/fisiologia , Oxigênio/sangue , Ratos , Córtex Somatossensorial/fisiologia
20.
Proc Natl Acad Sci U S A ; 108(24): 9993-7, 2011 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-21628565

RESUMO

Impaired function or expression of group II metabotropic glutamate receptors (mGluRIIs) is observed in brain disorders such as schizophrenia. This class of receptor is thought to modulate activity of neuronal circuits primarily by inhibiting neurotransmitter release. Here, we characterize a postsynaptic excitatory response mediated by somato-dendritic mGluRIIs in hippocampal CA3 pyramidal cells and in stratum oriens interneurons. The specific mGluRII agonists DCG-IV or LCCG-1 induced an inward current blocked by the mGluRII antagonist LY341495. Experiments with transgenic mice revealed a significant reduction of the inward current in mGluR3(-/-) but not in mGluR2(-/-) mice. The excitatory response was associated with periods of synchronized activity at theta frequency. Furthermore, cholinergically induced network oscillations exhibited decreased frequency when mGluRIIs were blocked. Thus, our data indicate that hippocampal responses are modulated not only by presynaptic mGluRIIs that reduce glutamate release but also by postsynaptic mGluRIIs that depolarize neurons and enhance CA3 network activity.


Assuntos
Região CA3 Hipocampal/fisiologia , Rede Nervosa/fisiologia , Células Piramidais/fisiologia , Receptores de Glutamato Metabotrópico/fisiologia , Potenciais de Ação/efeitos dos fármacos , Potenciais de Ação/fisiologia , Aminoácidos/farmacologia , Animais , Região CA3 Hipocampal/citologia , Região CA3 Hipocampal/metabolismo , Ciclopropanos/farmacologia , Agonistas de Aminoácidos Excitatórios/farmacologia , Antagonistas de Aminoácidos Excitatórios/farmacologia , Potenciais Pós-Sinápticos Excitadores/efeitos dos fármacos , Potenciais Pós-Sinápticos Excitadores/fisiologia , Glicina/análogos & derivados , Glicina/farmacologia , Interneurônios/metabolismo , Interneurônios/fisiologia , Camundongos , Camundongos Knockout , Microscopia Eletrônica , Rede Nervosa/metabolismo , Técnicas de Patch-Clamp , Células Piramidais/metabolismo , Células Piramidais/ultraestrutura , Ratos , Ratos Wistar , Receptores de Glutamato Metabotrópico/genética , Ritmo Teta/efeitos dos fármacos , Ritmo Teta/fisiologia , Xantenos/farmacologia
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