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1.
PLoS Comput Biol ; 17(4): e1008846, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33831009

RESUMO

The brain is a network system in which excitatory and inhibitory neurons keep activity balanced in the highly non-random connectivity pattern of the microconnectome. It is well known that the relative percentage of inhibitory neurons is much smaller than excitatory neurons in the cortex. So, in general, how inhibitory neurons can keep the balance with the surrounding excitatory neurons is an important question. There is much accumulated knowledge about this fundamental question. This study quantitatively evaluated the relatively higher functional contribution of inhibitory neurons in terms of not only properties of individual neurons, such as firing rate, but also in terms of topological mechanisms and controlling ability on other excitatory neurons. We combined simultaneous electrical recording (~2.5 hours) of ~1000 neurons in vitro, and quantitative evaluation of neuronal interactions including excitatory-inhibitory categorization. This study accurately defined recording brain anatomical targets, such as brain regions and cortical layers, by inter-referring MRI and immunostaining recordings. The interaction networks enabled us to quantify topological influence of individual neurons, in terms of controlling ability to other neurons. Especially, the result indicated that highly influential inhibitory neurons show higher controlling ability of other neurons than excitatory neurons, and are relatively often distributed in deeper layers of the cortex. Furthermore, the neurons having high controlling ability are more effectively limited in number than central nodes of k-cores, and these neurons also participate in more clustered motifs. In summary, this study suggested that the high controlling ability of inhibitory neurons is a key mechanism to keep balance with a large number of other excitatory neurons beyond simple higher firing rate. Application of the selection method of limited important neurons would be also applicable for the ability to effectively and selectively stimulate E/I imbalanced disease states.


Assuntos
Córtex Cerebral/fisiologia , Conectoma , Neurônios/fisiologia , Potenciais de Ação , Animais , Córtex Cerebral/diagnóstico por imagem , Feminino , Potenciais Pós-Sinápticos Inibidores/fisiologia , Imageamento por Ressonância Magnética , Camundongos , Camundongos Endogâmicos C57BL
2.
J Neurosci ; 39(3): 485-502, 2019 01 16.
Artigo em Inglês | MEDLINE | ID: mdl-30478035

RESUMO

It is well known that the posterior parietal cortex (PPC) and frontal motor cortices in primates preferentially control voluntary movements of contralateral limbs. The PPC of rats has been defined based on patterns of thalamic and cortical connectivity. The anatomical characteristics of this area suggest that it may be homologous to the PPC of primates. However, its functional roles in voluntary forelimb movements have not been well understood, particularly in the lateralization of motor limb representation; that is, the limb-specific activity representations for right and left forelimb movements. We examined functional spike activity of the PPC and two motor cortices, the primary motor cortex (M1) and the secondary motor cortex (M2), when head-fixed male rats performed right or left unilateral movements. Unlike primates, PPC neurons in rodents were found to preferentially represent ipsilateral forelimb movements, in contrast to the contralateral preference of M1 and M2 neurons. Consistent with these observations, optogenetic activation of PPC and motor cortices, respectively, evoked ipsilaterally and contralaterally biased forelimb movements. Finally, we examined the effects of optogenetic manipulation on task performance. PPC or M1 inhibition by optogenetic GABA release shifted the behavioral limb preference contralaterally or ipsilaterally, respectively. In addition, weak optogenetic PPC activation, which was insufficient to evoke motor responses by itself, shifted the preference ipsilaterally; although similar M1 activation showed no effects on task performance. These paradoxical observations suggest that the PPC plays evolutionarily different roles in forelimb control between primates and rodents.SIGNIFICANCE STATEMENT In rodents, the primary and secondary motor cortices (M1 and M2, respectively) are involved in voluntary movements with contralateral preference. However, it remains unclear whether and how the posterior parietal cortex (PPC) participates in controlling multiple limb movements. We recorded functional activity from these areas using a behavioral task to monitor movements of the right and left forelimbs separately. PPC neurons preferentially represented ipsilateral forelimb movements and optogenetic PPC activation evoked ipsilaterally biased forelimb movements. Optogenetic PPC inhibition via GABA release shifted the behavioral limb preference contralaterally during task performance, whereas weak optogenetic PPC activation, which was insufficient to evoke motor responses by itself, shifted the preference ipsilaterally. Our findings suggest rodent PPC contributes to ipsilaterally biased motor response and/or planning.


Assuntos
Membro Anterior/fisiologia , Lateralidade Funcional/fisiologia , Movimento/fisiologia , Lobo Parietal/fisiologia , Animais , Channelrhodopsins/genética , Channelrhodopsins/fisiologia , Condicionamento Operante , Eletromiografia , Masculino , Córtex Motor/fisiologia , Optogenética , Técnicas de Patch-Clamp , Desempenho Psicomotor/fisiologia , Ratos , Ratos Transgênicos , Ácido gama-Aminobutírico/metabolismo , Ácido gama-Aminobutírico/fisiologia
3.
J Neurophysiol ; 124(6): 1923-1941, 2020 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-33085554

RESUMO

Standard analysis of neuronal functions assesses the temporal correlation between animal behaviors and neuronal activity by aligning spike trains with the timing of a specific behavioral event, e.g., visual cue. However, spike activity is often involved in information processing dependent on a relative phase between two consecutive events rather than a single event. Nevertheless, less attention has so far been paid to such temporal features of spike activity in relation to two behavioral events. Here, we propose "Phase-Scaling analysis" to simultaneously evaluate the phase locking and scaling to the interval between two events in task-related spike activity of individual neurons. This analysis method can discriminate conceptual "scaled"-type neurons from "nonscaled"-type neurons using an activity variation map that combines phase locking with scaling to the interval. Its robustness was validated by spike simulation using different spike properties. Furthermore, we applied it to analyzing actual spike data from task-related neurons in the primary visual cortex (V1), posterior parietal cortex (PPC), primary motor cortex (M1), and secondary motor cortex (M2) of behaving rats. After hierarchical clustering of all neurons using their activity variation maps, we divided them objectively into four clusters corresponding to nonscaled-type sensory and motor neurons and scaled-type neurons including sustained and ramping activities, etc. Cluster/subcluster compositions for V1 differed from those of PPC, M1, and M2. The V1 neurons showed the fastest functional activities among those areas. Our method was also applicable to determine temporal "forms" and the latency of spike activity changes. These findings demonstrate its utility for characterizing neurons.NEW & NOTEWORTHY Phase-Scaling analysis is a novel technique to unbiasedly characterize the temporal dependency of functional neuron activity on two behavioral events and objectively determine the latency and form of the activity change. This powerful analysis can uncover several classes of latently functioning neurons that have thus far been overlooked, which may participate differently in intermediate processes of a brain function. The Phase-Scaling analysis will yield profound insights into neural mechanisms for processing internal information.


Assuntos
Potenciais de Ação/fisiologia , Comportamento Animal/fisiologia , Córtex Cerebral/fisiologia , Neurônios/fisiologia , Animais , Eletrocorticografia , Masculino , Modelos Teóricos , Ratos Long-Evans , Fatores de Tempo
4.
Neuroimage ; 184: 943-953, 2019 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-30296556

RESUMO

Voluntary actions require motives. It is already known that the medial prefrontal cortex (MPFC) assess the motivational values. However, it remains unclear how the motivational process gains access to the motor execution system in the brain. Here we present evidence that the ventral striatum (VS) plays a hub-like role in mediating motivational and motor processing in operant behavior. We used positron emission tomography (PET) to detect the neural activation areas associated with motivational action. Using obtained regions, partial correlation analysis was performed to examine how the motivational signals propagate to the motor system. The results revealed that VS activity propagated to both MPFC and primary motor cortex through the thalamus. Moreover, muscimol injection into the VS suppressed the motivational behavior, supporting the idea of representations of motivational signals in VS that trigger motivational behavior. These results suggest that the VS-thalamic pathway plays a pivotal role for both motivational processing through interactions with the MPFC and for motor processing through interactions with the motor BG circuits.


Assuntos
Motivação/fisiologia , Córtex Motor/metabolismo , Movimento , Estriado Ventral/metabolismo , Animais , Condicionamento Operante , Masculino , Vias Neurais/metabolismo , Tomografia por Emissão de Pósitrons , Ratos Long-Evans , Tálamo/metabolismo
5.
Cereb Cortex ; 28(3): 1024-1038, 2018 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-28137723

RESUMO

In motor cortex, 2 types of deep layer pyramidal cells send their axons to other areas: intratelencephalic (IT)-type neurons specifically project bilaterally to the cerebral cortex and striatum, whereas neurons of the extratelencephalic (ET)-type, termed conventionally pyramidal tract-type, project ipsilaterally to the thalamus and other areas. Although they have totally different synaptic and membrane potential properties in vitro, little is known about the differences between them in ongoing spiking dynamics in vivo. We identified IT-type and ET-type neurons, as well as fast-spiking-type interneurons, using novel multineuronal analysis based on optogenetically evoked spike collision along their axons in behaving/resting rats expressing channelrhodopsin-2 (Multi-Linc method). We found "postspike suppression" (~100 ms) as a characteristic of ET-type neurons in spike auto-correlograms, and it remained constant independent of behavioral conditions in functionally different ET-type neurons. Postspike suppression followed even solitary spikes, and spike bursts significantly extended its duration. We also observed relatively strong spike synchrony in pairs containing IT-type neurons. Thus, spiking dynamics in IT-type and ET-type neurons may be optimized differently for precise and coordinated motor control.


Assuntos
Potenciais de Ação/fisiologia , Córtex Motor/citologia , Vias Neurais/fisiologia , Neurônios/fisiologia , Dinâmica não Linear , Telencéfalo/citologia , Animais , Channelrhodopsins/genética , Channelrhodopsins/metabolismo , Proteínas Luminescentes/genética , Proteínas Luminescentes/metabolismo , Masculino , Optogenética , Ratos , Ratos Transgênicos , Estatísticas não Paramétricas
6.
J Neurosci ; 37(45): 10904-10916, 2017 11 08.
Artigo em Inglês | MEDLINE | ID: mdl-28972128

RESUMO

Two distinct motor areas, the primary and secondary motor cortices (M1 and M2), play crucial roles in voluntary movement in rodents. The aim of this study was to characterize the laterality in motor cortical representations of right and left forelimb movements. To achieve this goal, we developed a novel behavioral task, the Right-Left Pedal task, in which a head-restrained male rat manipulates a right or left pedal with the corresponding forelimb. This task enabled us to monitor independent movements of both forelimbs with high spatiotemporal resolution. We observed phasic movement-related neuronal activity (Go-type) and tonic hold-related activity (Hold-type) in isolated unilateral movements. In both M1 and M2, Go-type neurons exhibited bias toward contralateral preference, whereas Hold-type neurons exhibited no bias. The contralateral bias was weaker in M2 than M1. Moreover, we differentiated between intratelencephalic (IT) and pyramidal tract (PT) neurons using optogenetically evoked spike collision in rats expressing channelrhodopsin-2. Even in identified PT and IT neurons, Hold-type neurons exhibited no lateral bias. Go-type PT neurons exhibited bias toward contralateral preference, whereas IT neurons exhibited no bias. Our findings suggest a different laterality of movement representations of M1 and M2, in each of which IT neurons are involved in cooperation of bilateral movements, whereas PT neurons control contralateral movements.SIGNIFICANCE STATEMENT In rodents, the primary and secondary motor cortices (M1 and M2) are involved in voluntary movements via distinct projection neurons: intratelencephalic (IT) neurons and pyramidal tract (PT) neurons. However, it remains unclear whether the two motor cortices (M1 vs M2) and the two classes of projection neurons (IT vs PT) have different laterality of movement representations. We optogenetically identified these neurons and analyzed their functional activity using a novel behavioral task to monitor movements of the right and left forelimbs separately. We found that contralateral bias was reduced in M2 relative to M1, and in IT relative to PT neurons. Our findings suggest that the motor information processing that controls forelimb movement is coordinated by a distinct cell population.


Assuntos
Membro Anterior/inervação , Membro Anterior/fisiologia , Lateralidade Funcional/fisiologia , Córtex Motor/fisiologia , Movimento/fisiologia , Neurônios/fisiologia , Tratos Piramidais/fisiologia , Telencéfalo/fisiologia , Animais , Comportamento Animal/fisiologia , Condicionamento Operante , Eletromiografia , Masculino , Córtex Motor/citologia , Optogenética , Tratos Piramidais/citologia , Ratos , Rodopsina/biossíntese , Rodopsina/fisiologia , Telencéfalo/citologia
7.
Cereb Cortex ; 27(7): 3818-3831, 2017 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-28184411

RESUMO

Neurons in medial frontal cortex (MFC) receive sensory signals that are crucial for decision-making behavior. While decision-making is easy for familiar sensory signals, it becomes more elaborative when sensory signals are less familiar to animals. It remains unclear how the population of neurons enables the coordinate transformation of such a sensory input into ambiguous choice responses. Furthermore, whether and how cortical oscillations temporally coordinate neuronal firing during this transformation has not been extensively studied. Here, we recorded neuronal population responses to familiar or unfamiliar auditory cues in rat MFC and computed their probabilistic evolution. Population responses to familiar sounds organize into neuronal trajectories containing multiplexed sensory, motor, and choice information. Unfamiliar sounds, in contrast, evoke trajectories that travel under the guidance of familiar paths and eventually diverge to unique decision states. Local field potentials exhibited beta- (15-20 Hz) and gamma-band (50-60 Hz) oscillations to which neuronal firing showed modest phase locking. Interestingly, gamma oscillation, but not beta oscillation, increased its power abruptly at some timepoint by which neural trajectories for different choices were near maximally separated. Our results emphasize the importance of the evolution of neural trajectories in rapid probabilistic decisions that utilize unfamiliar sensory information.


Assuntos
Vias Aferentes/fisiologia , Mapeamento Encefálico , Comportamento de Escolha/fisiologia , Lobo Frontal/fisiologia , Sensação/fisiologia , Potenciais de Ação/fisiologia , Animais , Sinais (Psicologia) , Estimulação Elétrica , Lobo Frontal/citologia , Lateralidade Funcional/fisiologia , Masculino , Rede Nervosa/fisiologia , Neurônios/fisiologia , Análise de Componente Principal , Ratos , Ratos Long-Evans
8.
J Neurosci ; 36(21): 5736-47, 2016 05 25.
Artigo em Inglês | MEDLINE | ID: mdl-27225764

RESUMO

UNLABELLED: The architectonic subdivisions of the brain are believed to be functional modules, each processing parts of global functions. Previously, we showed that neurons in different regions operate in different firing regimes in monkeys. It is possible that firing regimes reflect differences in underlying information processing, and consequently the firing regimes in homologous regions across animal species might be similar. We analyzed neuronal spike trains recorded from behaving mice, rats, cats, and monkeys. The firing regularity differed systematically, with differences across regions in one species being greater than the differences in similar areas across species. Neuronal firing was consistently most regular in motor areas, nearly random in visual and prefrontal/medial prefrontal cortical areas, and bursting in the hippocampus in all animals examined. This suggests that firing regularity (or irregularity) plays a key role in neural computation in each functional subdivision, depending on the types of information being carried. SIGNIFICANCE STATEMENT: By analyzing neuronal spike trains recorded from mice, rats, cats, and monkeys, we found that different brain regions have intrinsically different firing regimes that are more similar in homologous areas across species than across areas in one species. Because different regions in the brain are specialized for different functions, the present finding suggests that the different activity regimes of neurons are important for supporting different functions, so that appropriate neuronal codes can be used for different modalities.


Assuntos
Potenciais de Ação/fisiologia , Relógios Biológicos/fisiologia , Encéfalo/fisiologia , Modelos Neurológicos , Rede Nervosa/fisiologia , Neurônios/fisiologia , Animais , Gatos , Simulação por Computador , Feminino , Haplorrinos , Masculino , Camundongos , Ratos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Especificidade da Espécie
9.
J Physiol ; 595(1): 385-413, 2017 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-27488936

RESUMO

KEY POINTS: There have been few systematic population-wide analyses of relationships between spike synchrony within a period of several milliseconds and behavioural functions. In this study, we obtained a large amount of spike data from > 23,000 neuron pairs by multiple single-unit recording from deep layer neurons in motor cortical areas in rats performing a forelimb movement task. The temporal changes of spike synchrony in the whole neuron pairs were statistically independent of behavioural changes during the task performance, although some neuron pairs exhibited correlated changes in spike synchrony. Mutual information analyses revealed that spike synchrony made a smaller contribution than spike rate to behavioural functions. The strength of spike synchrony between two neurons was statistically independent of the spike rate-based preferences of the pair for behavioural functions. ABSTRACT: Spike synchrony within a period of several milliseconds in presynaptic neurons enables effective integration of functional information in the postsynaptic neuron. However, few studies have systematically analysed the population-wide relationships between spike synchrony and behavioural functions. Here we obtained a sufficiently large amount of spike data among regular-spiking (putatively excitatory) and fast-spiking (putatively inhibitory) neuron subtypes (> 23,000 pairs) by multiple single-unit recording from deep layers in motor cortical areas (caudal forelimb area, rostral forelimb area) in rats performing a forelimb movement task. After holding a lever, rats pulled the lever either in response to a cue tone (external-trigger trials) or spontaneously without any cue (internal-trigger trials). Many neurons exhibited functional spike activity in association with forelimb movements, and the preference of regular-spiking neurons in the rostral forelimb area was more biased toward externally triggered movement than that in the caudal forelimb area. We found that a population of neuron pairs with spike synchrony does exist, and that some neuron pairs exhibit a dependence on movement phase during task performance. However, the population-wide analysis revealed that spike synchrony was statistically independent of the movement phase and the spike rate-based preferences of the pair for behavioural functions, whereas spike rates were clearly dependent on the movement phase. In fact, mutual information analyses revealed that the contribution of spike synchrony to the behavioural functions was small relative to the contribution of spike rate. Our large-scale analysis revealed that cortical spike rate, rather than spike synchrony, contributes to population coding for movement.


Assuntos
Comportamento Animal/fisiologia , Córtex Motor/fisiologia , Movimento/fisiologia , Potenciais de Ação/fisiologia , Animais , Condicionamento Operante/fisiologia , Sinais (Psicologia) , Membro Anterior/fisiologia , Masculino , Neurônios/fisiologia , Ratos Long-Evans
10.
J Neurosci ; 34(49): 16273-85, 2014 Dec 03.
Artigo em Inglês | MEDLINE | ID: mdl-25471567

RESUMO

The lateral habenula (LHb) regulates the activity of monoaminergic neurons in the brainstem. This area has recently attracted a surge of interest in psychiatry because studies have reported the pathological activation of the habenula in patients with major depression and in animal models. The LHb plays a significant role in the pathophysiology of depression; however, how habenular neurons are activated to cause various depression symptoms, such as reduced motivation and sleep disturbance, remain unclear. We hypothesized that dysfunctional astrocytes may cause LHb hyperactivity due to the defective uptake activity of extracellular glutamate, which induces depressive-like behaviors. We examined the activity of neurons in habenular pathways and performed behavioral and sleep analyses in mice with pharmacological and genetic inhibition of the activity of the glial glutamate transporter GLT-1 in the LHb. The habenula-specific inhibition of GLT-1 increased the neuronal firing rate and the level of c-Fos expression in the LHb. Mice with reduced GLT-1 activity in the habenula exhibited a depressive-like phenotype in the tail suspension and novelty-suppressed feeding tests. These animals also displayed increased susceptibility to chronic stress, displaying more frequent avoidant behavior without affecting locomotor activity in the open-field test. Intriguingly, the mice showed disinhibition of rapid eye movement sleep, which is a characteristic sleep pattern in patients with depression. These results provide evidence that disrupting glutamate clearance in habenular astrocytes increases neuronal excitability and depressive-like phenotypes in behaviors and sleep.


Assuntos
Astrócitos/patologia , Depressão/patologia , Depressão/fisiopatologia , Habenula/fisiopatologia , Sono REM , Potenciais de Ação/efeitos dos fármacos , Potenciais de Ação/fisiologia , Animais , Astrócitos/efeitos dos fármacos , Comportamento Animal/efeitos dos fármacos , Comportamento Animal/fisiologia , Depressão/genética , Transportador 2 de Aminoácido Excitatório/antagonistas & inibidores , Transportador 2 de Aminoácido Excitatório/genética , Habenula/efeitos dos fármacos , Habenula/patologia , Camundongos , Camundongos Transgênicos , Microinjeções , Neurônios/fisiologia , Inibidores da Captação de Neurotransmissores/administração & dosagem , Inibidores da Captação de Neurotransmissores/farmacologia , Pironas/administração & dosagem , Pironas/farmacologia , Sono REM/genética
11.
J Neurosci ; 33(47): 18515-30, 2013 Nov 20.
Artigo em Inglês | MEDLINE | ID: mdl-24259574

RESUMO

Sequential motor behavior requires a progression of discrete preparation and execution states. However, the organization of state-dependent activity in neuronal ensembles of motor cortex is poorly understood. Here, we recorded neuronal spiking and local field potential activity from rat motor cortex during reward-motivated movement and observed robust behavioral state-dependent coordination between neuronal spiking, γ oscillations, and θ oscillations. Slow and fast γ oscillations appeared during distinct movement states and entrained neuronal firing. γ oscillations, in turn, were coupled to θ oscillations, and neurons encoding different behavioral states fired at distinct phases of θ in a highly layer-dependent manner. These findings indicate that θ and nested dual band γ oscillations serve as the temporal structure for the selection of a conserved set of functional channels in motor cortical layer activity during animal movement. Furthermore, these results also suggest that cross-frequency couplings between oscillatory neuronal ensemble activities are part of the general coding mechanism in cortex.


Assuntos
Potenciais de Ação/fisiologia , Ondas Encefálicas/fisiologia , Córtex Motor/citologia , Córtex Motor/fisiologia , Movimento/fisiologia , Neurônios/fisiologia , Animais , Masculino , Periodicidade , Análise de Componente Principal , Ratos , Ratos Long-Evans , Fatores de Tempo
12.
J Neurosci ; 33(4): 1377-90, 2013 Jan 23.
Artigo em Inglês | MEDLINE | ID: mdl-23345214

RESUMO

Functional clustering of neurons is frequently observed in the motor cortex. However, it is unknown if, when, and how fine-scale (<100 µm) functional clusters form relative to voluntary forelimb movements. In addition, the implications of clustering remain unclear. To address these issues, we conducted two-photon calcium imaging of mouse layer 2/3 motor cortex during a self-initiated lever-pull task. In the imaging session after 8-9 days of training, head-restrained mice had to pull a lever for ∼600 ms to receive a water drop, and then had to wait for >3 s to pull it again. We found two types of task-related cells in the mice: cells whose peak activities occurred during lever pulls (pull cells) and cells whose peak activities occurred after the end of lever pulls. The activity of pull cells was strongly associated with lever-pull duration. In ∼40% of imaged fields, functional clusterings were temporally detected during the lever pulls. Spatially, there were ∼70-µm-scale clusters that consisted of more than four pull cells in ∼50% of the fields. Ensemble and individual activities of pull cells within the cluster more accurately predicted lever movement trajectories than activities of pull cells outside the cluster. This was likely because clustered pull cells were more often active in the individual trials than pull cells outside the cluster. This higher fidelity of activity was related to higher trial-to-trial correlations of activities of pairs within the cluster. We propose that strong recurrent network clusters may represent the execution of voluntary movements.


Assuntos
Mapeamento Encefálico/métodos , Córtex Motor/fisiologia , Movimento/fisiologia , Neurônios/fisiologia , Animais , Eletromiografia , Feminino , Masculino , Camundongos , Camundongos Endogâmicos C57BL
13.
J Neurosci ; 33(25): 10209-20, 2013 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-23785137

RESUMO

It is widely accepted that dorsal striatum neurons participate in either the direct pathway (expressing dopamine D1 receptors) or the indirect pathway (expressing D2 receptors), controlling voluntary movements in an antagonistically balancing manner. The D1- and D2-expressing neurons are activated and inactivated, respectively, by dopamine released from substantia nigra neurons encoding reward expectation. However, little is known about the functional representation of motor information and its reward modulation in individual striatal neurons constituting the two pathways. In this study, we juxtacellularly recorded the spike activity of single neurons in the dorsolateral striatum of rats performing voluntary forelimb movement in a reward-predictable condition. Some of these neurons were identified morphologically by a combination of juxtacellular visualization and in situ hybridization for D1 mRNA. We found that the striatal neurons exhibited distinct functional activations before and during the forelimb movement, regardless of the expression of D1 mRNA. They were often positively, but rarely negatively, modulated by expecting a reward for the correct motor response. The positive reward modulation was independent of behavioral differences in motor performance. In contrast, regular-spiking and fast-spiking neurons in any layers of the motor cortex displayed only minor and unbiased reward modulation of their functional activation in relation to the execution of forelimb movement. Our results suggest that the direct and indirect pathway neurons cooperatively rather than antagonistically contribute to spatiotemporal control of voluntary movements, and that motor information is subcortically integrated with reward information through dopaminergic and other signals in the skeletomotor loop of the basal ganglia.


Assuntos
Movimento/fisiologia , Neostriado/fisiologia , Neurônios/fisiologia , Recompensa , Animais , Gânglios da Base/fisiologia , Biotina/análogos & derivados , Condicionamento Operante/fisiologia , Dextranos , Fenômenos Eletrofisiológicos , Corantes Fluorescentes , Membro Anterior/fisiologia , Hibridização In Situ , Masculino , Córtex Motor/citologia , Córtex Motor/fisiologia , Neostriado/citologia , Rede Nervosa/fisiologia , Ratos , Ratos Long-Evans , Receptores de Dopamina D1/genética , Receptores de Dopamina D1/fisiologia , Receptores de Dopamina D2/genética , Receptores de Dopamina D2/fisiologia
14.
J Neurosci ; 33(20): 8909-21, 2013 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-23678132

RESUMO

Lateral habenula (LHb) has attracted growing interest as a regulator of serotonergic and dopaminergic neurons in the CNS. However, it remains unclear how the LHb modulates brain states in animals. To identify the neural substrates that are under the influence of LHb regulation, we examined the effects of rat LHb lesions on the hippocampal oscillatory activity associated with the transition of brain states. Our results showed that the LHb lesion shortened the theta activity duration both in anesthetized and sleeping rats. Furthermore, this inhibitory effect of LHb lesion on theta maintenance depended upon an intact serotonergic median raphe, suggesting that LHb activity plays an essential role in maintaining hippocampal theta oscillation via the serotonergic raphe. Multiunit recording of sleeping rats further revealed that firing of LHb neurons showed significant phase-locking activity at each theta oscillation cycle in the hippocampus. LHb neurons showing activity that was coordinated with that of the hippocampal theta were localized in the medial LHb division, which receives afferents from the diagonal band of Broca (DBB), a pacemaker region for the hippocampal theta oscillation. Thus, our findings indicate that the DBB may pace not only the hippocampus, but also the LHb, during rapid eye movement sleep. Since serotonin is known to negatively regulate theta oscillation in the hippocampus, phase-locking activity of the LHb neurons may act, under the influence of the DBB, to maintain the hippocampal theta oscillation by modulating the activity of serotonergic neurons.


Assuntos
Potenciais de Ação/fisiologia , Sincronização de Fases em Eletroencefalografia/fisiologia , Habenula/citologia , Hipocampo/fisiologia , Neurônios/fisiologia , Ritmo Teta/fisiologia , Animais , Mapeamento Encefálico , Toxina da Cólera , Eletroencefalografia , Eletrólise , Eletromiografia , Glutamato Descarboxilase/genética , Glutamato Descarboxilase/metabolismo , Habenula/lesões , Masculino , Vias Neurais/fisiologia , RNA Mensageiro , Ratos , Ratos Long-Evans , Sono/fisiologia , Estilbamidinas , Vigília/fisiologia
15.
PLoS Comput Biol ; 8(4): e1002461, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22511856

RESUMO

The brain is considered to use a relatively small amount of energy for its efficient information processing. Under a severe restriction on the energy consumption, the maximization of mutual information (MMI), which is adequate for designing artificial processing machines, may not suit for the brain. The MMI attempts to send information as accurate as possible and this usually requires a sufficient energy supply for establishing clearly discretized communication bands. Here, we derive an alternative hypothesis for neural code from the neuronal activities recorded juxtacellularly in the sensorimotor cortex of behaving rats. Our hypothesis states that in vivo cortical neurons maximize the entropy of neuronal firing under two constraints, one limiting the energy consumption (as assumed previously) and one restricting the uncertainty in output spike sequences at given firing rate. Thus, the conditional maximization of firing-rate entropy (CMFE) solves a tradeoff between the energy cost and noise in neuronal response. In short, the CMFE sends a rich variety of information through broader communication bands (i.e., widely distributed firing rates) at the cost of accuracy. We demonstrate that the CMFE is reflected in the long-tailed, typically power law, distributions of inter-spike intervals obtained for the majority of recorded neurons. In other words, the power-law tails are more consistent with the CMFE rather than the MMI. Thus, we propose the mathematical principle by which cortical neurons may represent information about synaptic input into their output spike trains.


Assuntos
Potenciais de Ação/fisiologia , Encéfalo/fisiologia , Córtex Cerebral/fisiologia , Transferência de Energia/fisiologia , Modelos Neurológicos , Neurônios/fisiologia , Animais , Simulação por Computador , Entropia , Modelos Estatísticos , Ratos
16.
Commun Biol ; 6(1): 924, 2023 09 09.
Artigo em Inglês | MEDLINE | ID: mdl-37689776

RESUMO

Cerebellar climbing fibers convey sensorimotor information and their errors, which are used for motor control and learning. Furthermore, they represent reward-related information. Despite such functional diversity of climbing fiber signals, it is still unclear whether each climbing fiber conveys the information of single or multiple modalities and how the climbing fibers conveying different information are distributed over the cerebellar cortex. Here we perform two-photon calcium imaging from cerebellar Purkinje cells in mice engaged in a voluntary forelimb lever-pull task and demonstrate that climbing fiber responses in 68% of Purkinje cells can be explained by the combination of multiple behavioral variables such as lever movement, licking, and reward delivery. Neighboring Purkinje cells exhibit similar climbing fiber response properties, form functional clusters, and share noise fluctuations of responses. Taken together, individual climbing fibers convey behavioral information on multiplex variables and are spatially organized into the functional modules of the cerebellar cortex.


Assuntos
Cerebelo , Células de Purkinje , Animais , Camundongos , Axônios , Cálcio , Recompensa
17.
Commun Biol ; 6(1): 914, 2023 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-37673949

RESUMO

Neurons comprising nigrostriatal system play important roles in action selection. However, it remains unclear how this system integrates recent outcome information with current action (movement) and outcome (reward or no reward) information to achieve appropriate subsequent action. We examined how neuronal activity of substantia nigra pars compacta (SNc) and dorsal striatum reflects the level of reward expectation from recent outcomes in rats performing a reward-based choice task. Movement-related activity of direct and indirect pathway striatal projection neurons (dSPNs and iSPNs, respectively) were enhanced by reward expectation, similarly to the SNc dopaminergic neurons, in both medial and lateral nigrostriatal projections. Given the classical basal ganglia model wherein dopamine stimulates dSPNs and suppresses iSPNs through distinct dopamine receptors, dopamine might not be the primary driver of iSPN activity increasing following higher reward expectation. In contrast, outcome-related activity was affected by reward expectation in line with the classical model and reinforcement learning theory, suggesting purposive effects of reward expectation.


Assuntos
Dopamina , Motivação , Animais , Ratos , Substância Negra , Corpo Estriado , Neurônios Dopaminérgicos
18.
Commun Biol ; 6(1): 584, 2023 05 31.
Artigo em Inglês | MEDLINE | ID: mdl-37258700

RESUMO

The hippocampus and entorhinal cortex are deeply involved in learning and memory. However, little is known how ongoing events are processed in the hippocampal-entorhinal circuit. By recording from head-fixed rats during action-reward learning, here we show that the action and reward events are represented differently in the hippocampal CA1 region and lateral entorhinal cortex (LEC). Although diverse task-related activities developed after learning in both CA1 and LEC, phasic activities related to action and reward events differed in the timing of behavioral event representation. CA1 represented action and reward events almost instantaneously, whereas the superficial and deep layers of the LEC showed a delayed representation of the same events. Interestingly, we also found that ramping activity towards spontaneous action was correlated with waiting time in both regions and exceeded that in the motor cortex. Such functional activities observed in the entorhinal-hippocampal circuits may play a crucial role for animals in utilizing ongoing information to dynamically optimize their behaviors.


Assuntos
Região CA1 Hipocampal , Córtex Entorrinal , Ratos , Animais , Hipocampo , Aprendizagem
19.
J Neurophysiol ; 108(6): 1781-92, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-22745461

RESUMO

Stereotaxic head fixation plays a necessary role in current physiological techniques, such as in vivo whole cell recording and two-photon laser-scanning microscopy, that are designed to elucidate the cortical involvement in animal behaviors. In rodents, however, head fixation often inhibits learning and performance of behavioral tasks. In particular, it has been considered inappropriate for head-fixed rodents to be operantly conditioned to perform skilled movements with their forelimb (e.g., lever-press task), despite the potential applicability of the task. Here we have solved this problem conceptually by integrating a lever (operandum) and a rewarding spout (reinforcer) into one ″spout-lever″ device for efficient operant learning. With this device, head-fixed rats reliably learned to perform a pull manipulation of the spout-lever with their right forelimb in response to an auditory cue signal (external-trigger trial, namely, Go trial) within several days. We also demonstrated stable whole cell recordings from motor cortex neurons while the rats were performing forelimb movements in external-trigger trials. We observed a behavior-related increase in the number of action potentials in membrane potential. In the next session, the rats, which had already learned the external-trigger trial, effortlessly performed similar spout-lever manipulation with no cue presentation (internal-trigger trial) additionally. Likewise, some of the rats learned to keep holding the spout-lever in response to another cue signal (No-go trial) in the following session, so that they mastered the Go/No-go discrimination task in one extra day. Our results verified the usefulness of spout-lever manipulation for behavioral experiments employing cutting-edge physiological techniques.


Assuntos
Condicionamento Operante , Membro Anterior/fisiologia , Cabeça/fisiologia , Movimento/fisiologia , Reforço Psicológico , Restrição Física/instrumentação , Animais , Masculino , Técnicas de Patch-Clamp , Ratos , Ratos Long-Evans
20.
iScience ; 25(10): 105071, 2022 Oct 21.
Artigo em Inglês | MEDLINE | ID: mdl-36157577

RESUMO

The spike collision test is a highly reliable technique to identify the axonal projection of a neuron recorded electrophysiologically for investigating functional spike information among brain areas. It is potentially applicable to more neuronal projections by combining multi-channel recording with optogenetic stimulation. Yet, it remains inefficient and laborious because an experimenter must visually select spikes in every channel and manually repeat spike collision tests for each neuron serially. Here, we automated spike collision tests for all channels in parallel (Multi-Linc analysis) in a multi-channel real-time processing system. The rat cortical neurons identified with this technique displayed physiological spike features consistent with excitatory projection neurons. Their antidromic spikes were similar in shape but slightly larger in amplitude compared with spontaneous spikes. In addition, we demonstrated simultaneous identification of reciprocal or bifurcating projections among cortical areas. Thus, our Multi-Linc analysis will be a powerful approach to elucidate interareal spike communication.

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