ABSTRACT
Increased low frequency cortical oscillations are observed in people with neuropathic pain, but the cause of such elevated cortical oscillations and their impact on pain development remain unclear. By imaging neuronal activity in a spared nerve injury (SNI) mouse model of neuropathic pain, we show that neurons in dorsal root ganglia (DRG) and somatosensory cortex (S1) exhibit synchronized activity after peripheral nerve injury. Notably, synchronized activity of DRG neurons occurs within hours after injury and 1-2 days before increased cortical oscillations. This DRG synchrony is initiated by axotomized neurons and mediated by local purinergic signaling at the site of nerve injury. We further show that synchronized DRG activity after SNI is responsible for increasing low frequency cortical oscillations and synaptic remodeling in S1, as well as for inducing animals' pain-like behaviors. In naive mice, enhancing the synchrony, not the level, of DRG neuronal activity causes synaptic changes in S1 and pain-like behaviors similar to SNI mice. Taken together, these results reveal the critical role of synchronized DRG neuronal activity in increasing cortical plasticity and oscillations in a neuropathic pain model. These findings also suggest the potential importance of detection and suppression of elevated cortical oscillations in neuropathic pain states.
Subject(s)
Neuralgia , Peripheral Nerve Injuries , Mice , Animals , Sensory Receptor Cells , Ganglia, SpinalABSTRACT
To date, there is a consensus that there are at least two neuronal populations in the non-human primate (NHP) external globus pallidus (GPe): low-frequency discharge (LFD) and high-frequency discharge (HFD) neurons. Nevertheless, almost all NHP physiological studies have neglected the functional importance of LFD neurons. This study examined the discharge features of these two GPe neuronal subpopulations recorded in four NHPs engaged in a classical conditioning task with cues predicting reward, neutral and aversive outcomes. The results show that LFD neurons tended to burst, encoded the salience of behavioral cues, and exhibited correlated spiking activity. By contrast, the HFD neurons tended to pause, encoded cue valence, and exhibited uncorrelated spiking activity. Overall, these findings point to the dichotomic organization of the NHP GPe, which is likely to be critical to the implementation of normal basal ganglia functions and computations.
Subject(s)
Globus Pallidus , Neurons , Animals , Globus Pallidus/physiology , Neurons/physiology , Basal Ganglia , Primates , Conditioning, Classical/physiologyABSTRACT
PURPOSE: To explore the effect of pregnancy on the clinical course, outcome, and treatment in multiparous women with non-infectious uveitis. METHODS: Retrospective study of women with a history of non-infectious uveitis and pregnancies prior to and during disease course. Disease activity and severity 1-year prior pregnancy, during pregnancy, and 1-year postpartum were recorded as well as patients' and diseases' characteristics. The main outcome measures included the rate and severity of uveitis attacks and the effect on ocular complications and therapies. RESULTS: Included were 32 women (70 pregnancies, mean of 2.6 pregnancies/patient), with a mean follow-up time of 6.5 years. The most common uveitis types were anterior (31%) and pan-uveitis (31%). Flare-ups were more frequent in the year prior to pregnancy, in the first trimester, and in the postpartum period and decreased markedly during pregnancy. Women who experienced a flare-up during pregnancy had a higher rate of flare-ups in the year prior pregnancy than those who did not experience a flare-up during pregnancy (p-0.047). The rate of flare-ups 12 months' postpartum was also higher compared to women without any flare-up during pregnancy (p = 0.01). Severity of flare-ups in the postpartum period was worse in women who experienced a flare-up during pregnancy compared to women without flare-ups (p = 0.001). The severity of flare-ups was higher in the first pregnancy compared to subsequent pregnancies. CONCLUSIONS: Women who had active or non-controlled uveitis prior to pregnancy have higher disease activity and severity during pregnancy as well. The first pregnancy seems to behave differently from subsequent pregnancies, in terms of disease severity.
Subject(s)
Uveitis , Pregnancy , Humans , Female , Retrospective Studies , Uveitis/diagnosis , Uveitis/epidemiology , Postpartum Period , Pregnancy, Multiple , EyeABSTRACT
Changes in synaptic connections are believed to underlie long-term memory storage. Previous studies have suggested that sleep is important for synapse formation after learning, but how sleep is involved in the process of synapse formation remains unclear. To address this question, we used transcranial two-photon microscopy to investigate the effect of postlearning sleep on the location of newly formed dendritic filopodia and spines of layer 5 pyramidal neurons in the primary motor cortex of adolescent mice. We found that newly formed filopodia and spines were partially clustered with existing spines along individual dendritic segments 24 h after motor training. Notably, posttraining sleep was critical for promoting the formation of dendritic filopodia and spines clustered with existing spines within 8 h. A fraction of these filopodia was converted into new spines and contributed to clustered spine formation 24 h after motor training. This sleep-dependent spine formation via filopodia was different from retraining-induced new spine formation, which emerged from dendritic shafts without prior presence of filopodia. Furthermore, sleep-dependent new filopodia and spines tended to be formed away from existing spines that were active at the time of motor training. Taken together, these findings reveal a role of postlearning sleep in regulating the number and location of new synapses via promoting filopodial formation.
Subject(s)
Dendrites/physiology , Motor Activity/physiology , Pseudopodia/physiology , Pyramidal Cells/physiology , Sleep/physiology , Animals , Bacterial Proteins , Calcium/metabolism , Female , Luminescent Proteins , Male , Mice , Neuronal Plasticity , Restraint, PhysicalABSTRACT
OBJECTIVE: To present the outcomes of attempts to salvage total graft detachment following Descemet's membrane endothelial keratoplasty (DMEK). METHODS: A search of the electronic medical records of two tertiary medical centers for all patients who underwent DMEK yielded six cases of postoperative total graft detachment (2.54%). Graft salvage was attempted in all cases using repeated intracameral graft staining, unfolding, and reattachment to the stroma under 20% hexafluoride gas. RESULTS: In all cases, a free-floating totally detached graft was identified in the anterior chamber shortly after surgery. Salvage surgery resulted in a central, well-oriented, and fully attached graft. In three cases, the primary graft failed, and in two, the corneas cleared at first but failed after 2 months and 1 year respectively. In one case, the cornea remained clear during 1 year of follow-up but had a very low endothelial cell density. CONCLUSION: Reattachment of fully detached DMEK graft is technically possible, but graft manipulation during the primary and secondary operations is likely to damage the endothelial cells, resulting in primary or early graft failure. If graft salvage is attempted, the probability of primary or early graft failure should be discussed with the patient, and expectations should be tempered accordingly.
Subject(s)
Descemet Stripping Endothelial Keratoplasty , Fuchs' Endothelial Dystrophy , Descemet Membrane/surgery , Endothelial Cells , Endothelium, Corneal/surgery , Fuchs' Endothelial Dystrophy/surgery , Humans , Postoperative Complications/etiology , Postoperative Complications/surgery , Visual AcuityABSTRACT
PURPOSE: To evaluate whether punching Descemet membrane endothelial keratoplasty (DMEK) corneal grafts onto a contact lens scaffold reduces endothelial cell loss at the graft margin in comparison to punching the graft directly onto the donor stroma. METHODS: DMEK grafts were prepared using 2 different methods after peeling the graft from the stroma: punching onto a contact lens and punching onto the donor stroma. The grafts were then evaluated for the width of Descemet membrane devoid of endothelial cells in the peripheral ring, measured at 4 points at the graft margin. RESULTS: Our study included 6 grafts, harvested from 3 donors aged 66.3 ± 5.1 years. Grafts prepared on a contact lens scaffolding had more of their Descemet membrane margin populated by endothelial cells than did grafts that were punched directly onto the donor stroma (total denuded area: 0.06 ± 0.08 mm vs. 1.17 ± 0.02 mm, P = 0.018; maximal width of denuded area: 59.6 ± 28.4 µm vs. 100.2 ± 59.7 µm, P = 0.07). Donor grafts on contact lens had approximately 2.5% more endothelial cells available for transplantation (2425 cells/mm vs. 2367 cells/mm). Graft preparation time did not significantly differ between the methods (6.4 ± 0.49 vs. 9.8 ± 3.7 minutes, P = 0.46). CONCLUSIONS: Punching DMEK grafts onto a contact lens reduces endothelial loss at the grafts' margins and may prolong their survival.
Subject(s)
Contact Lenses , Descemet Stripping Endothelial Keratoplasty/methods , Endothelium, Corneal/pathology , Fuchs' Endothelial Dystrophy/surgery , Graft Rejection/prevention & control , Visual Acuity , Aged , Endothelium, Corneal/surgery , Female , Fuchs' Endothelial Dystrophy/diagnosis , Graft Rejection/diagnosis , Humans , Male , Retrospective StudiesABSTRACT
Large-scale fluorescence calcium imaging methods have become widely adopted for studies of long-term hippocampal and cortical neuronal dynamics. Pyramidal neurons of the rodent hippocampus show spatial tuning in freely foraging or head-fixed navigation tasks. Development of efficient neural decoding methods for reconstructing the animal's position in real or virtual environments can provide a fast readout of spatial representations in closed-loop neuroscience experiments. Here, we develop an efficient strategy to extract features from fluorescence calcium imaging traces and further decode the animal's position. We validate our spike inference-free decoding methods in multiple in vivo calcium imaging recordings of the mouse hippocampus based on both supervised and unsupervised decoding analyses. We systematically investigate the decoding performance of our proposed methods with respect to the number of neurons, imaging frame rate, and signal-to-noise ratio. Our proposed supervised decoding analysis is ultrafast and robust, and thereby appealing for real-time position decoding applications based on calcium imaging.
Subject(s)
Action Potentials/physiology , Calcium Signaling/physiology , Hippocampus/physiology , Optical Imaging/methods , Supervised Machine Learning , Unsupervised Machine Learning , Animals , Female , Hippocampus/chemistry , Male , Mice , Mice, Inbred C57BLABSTRACT
Reinforcement learning models treat the basal ganglia (BG) as an actor-critic network. The ventral pallidum (VP) is a major component of the BG limbic system. However, its precise functional roles within the BG circuitry, particularly in comparison to the adjacent external segment of the globus pallidus (GPe), remain unexplored. We recorded the spiking activity of VP neurons, GPe cells (actor) and striatal cholinergic interneurons (critic) while monkeys performed a classical conditioning task. Here, we report that VP neurons can be classified into two distinct populations. The persistent population displayed sustained activation following visual cue presentation, was correlated with monkeys' behavior and showed uncorrelated spiking activity. The transient population displayed phasic synchronized responses that were correlated with the rate of learning and the reinforcement learning model's prediction error. Our results suggest that the VP is physiologically different from the GPe and identify the transient VP neurons as a BG critic.
Subject(s)
Action Potentials/physiology , Basal Forebrain/physiology , Basal Ganglia/physiology , Nerve Net/physiology , Neurons/physiology , Reinforcement, Psychology , Animals , Chlorocebus aethiops , Conditioning, Classical/physiology , Female , Models, NeurologicalABSTRACT
Mitochondrial calcium ([Ca2+]mito) dynamics plays vital roles in regulating fundamental cellular and organellar functions including bioenergetics. However, neuronal [Ca2+]mito dynamics in vivo and its regulation by brain activity are largely unknown. By performing two-photon Ca2+ imaging in the primary motor (M1) and visual cortexes (V1) of awake behaving mice, we find that discrete [Ca2+]mito transients occur synchronously over somatic and dendritic mitochondrial network, and couple with cytosolic calcium ([Ca2+]cyto) transients in a probabilistic, rather than deterministic manner. The amplitude, duration, and frequency of [Ca2+]cyto transients constitute important determinants of the coupling, and the coupling fidelity is greatly increased during treadmill running (in M1 neurons) and visual stimulation (in V1 neurons). Moreover, Ca2+/calmodulin kinase II is mechanistically involved in modulating the dynamic coupling process. Thus, activity-dependent dynamic [Ca2+]mito-to-[Ca2+]cyto coupling affords an important mechanism whereby [Ca2+]mito decodes brain activity for the regulation of mitochondrial bioenergetics to meet fluctuating neuronal energy demands as well as for neuronal information processing.
Subject(s)
Brain/metabolism , Calcium Signaling , Calcium/metabolism , Cytosol/metabolism , Mitochondria/metabolism , Neurons/metabolism , Visual Cortex/metabolism , Animals , Brain/cytology , Calcium-Calmodulin-Dependent Protein Kinase Type 2/metabolism , Mice, Inbred C57BL , Microscopy, Electron, Scanning , Microscopy, Fluorescence, Multiphoton , Mitochondria/ultrastructure , Motor Cortex/cytology , Motor Cortex/metabolism , Visual Cortex/cytologyABSTRACT
PURPOSE: To compare the biomechanical properties of the unilateral operated corneas in patients who had undergone Descemet membrane endothelial keratoplasty (DMEK) for pseudophakic bullous keratopathy (PBK) with those of the contralateral normal corneas. METHODS: This was a retrospective cohort study conducted at university hospitals (Department of Ophthalmology, Rabin Medical Center, Petach Tikva, Israel, and S. Fyodorov Eye Microsurgery State Institution, Moscow, Russia). Forty eyes of 20 patients who underwent DMEK for unilateral PBK 3.5 to 36 months ago and with normal fellow eyes were included in the study. An ocular response analyzer was used to measure the corneal biomechanical properties in the operated and normal fellow eyes. The main outcome measures were corneal hysteresis (CH) and corneal resistance factor (CRF). RESULTS: The mean CH (8.4 ± 1.5 mmHg vs. 8.2 ± 1.5 mmHg, P = 0.707) and the mean CRF (8.7 ± 1.6 mmHg vs. 8.3 ± 1.6 mmHg, P = 0.419) values did not show any statistically significant difference between the operated and the normal fellow eyes. CONCLUSIONS: In our study, the corneas that underwent DMEK for PBK showed normal values for biomechanical parameters. These findings support the previous studies that have reported near complete visual, functional, and ultra-structural rehabilitation of the corneas following DMEK.
Subject(s)
Cornea/physiopathology , Corneal Diseases/surgery , Descemet Stripping Endothelial Keratoplasty/methods , Intraocular Pressure/physiology , Aged , Aged, 80 and over , Biomechanical Phenomena , Cornea/diagnostic imaging , Cornea/surgery , Corneal Diseases/diagnosis , Corneal Diseases/physiopathology , Corneal Topography , Female , Follow-Up Studies , Humans , Male , Middle Aged , Retrospective Studies , Visual AcuityABSTRACT
Multiple brain regions including the amygdala and prefrontal cortex are crucial for modulating fear conditioning and extinction. The primary motor cortex is known to participate in the planning, control, and execution of voluntary movements. Whether and how the primary motor cortex is involved in modulating freezing responses related to fear conditioning and extinction remains unclear. Here we show that inactivation of the mouse primary motor cortex impairs both the acquisition and extinction of freezing responses induced by auditory-cued fear conditioning. Fear conditioning significantly increases the elimination of dendritic spines on apical dendrites of layer 5 pyramidal neurons in the motor cortex. These eliminated spines are further apart from each other than expected from random distribution along dendrites. On the other hand, fear extinction causes the formation of new spines that are located near the site of spines eliminated previously after fear conditioning. We further show that fear conditioning decreases and fear extinction increases somatic activities of layer 5 pyramidal neurons in the motor cortex respectively. Taken together, these findings indicate fear conditioning and extinction induce opposing changes in synaptic connections and somatic activities of layer 5 pyramidal neurons in the primary motor cortex, a cortical region important for the acquisition and extinction of auditory-cued conditioned freezing responses.
Subject(s)
Dendritic Spines/physiology , Fear/physiology , Motor Cortex/physiology , Amygdala/physiology , Animals , Brain/physiology , Conditioning, Classical/physiology , Dendrites/physiology , Dendritic Spines/metabolism , Extinction, Psychological/physiology , Male , Mice , Mice, Inbred C57BL , Neuronal Plasticity/physiology , Prefrontal Cortex/physiology , Pyramidal Cells/physiologyABSTRACT
The activities of neuronal populations exhibit temporal sequences that are thought to mediate spatial navigation, cognitive processing, and motor actions. The mechanisms underlying the generation and maintenance of sequential neuronal activity remain unclear. We found that layer 2 and/or 3 pyramidal neurons (PNs) showed sequential activation in the mouse primary motor cortex during motor skill learning. Concomitantly, the activity of somatostatin (SST)-expressing interneurons increased and decreased in a task-specific manner. Activating SST interneurons during motor training, either directly or via inhibiting vasoactive-intestinal-peptide-expressing interneurons, prevented learning-induced sequential activities of PNs and behavioral improvement. Conversely, inactivating SST interneurons during the learning of a new motor task reversed sequential activities and behavioral improvement that occurred during a previous task. Furthermore, the control of SST interneurons over sequential activation of PNs required CaMKII-dependent synaptic plasticity. These findings indicate that SST interneurons enable and maintain synaptic plasticity-dependent sequential activation of PNs during motor skill learning.
Subject(s)
Interneurons/physiology , Learning/physiology , Motor Cortex/physiology , Motor Skills , Pyramidal Cells/physiology , Animals , Interneurons/metabolism , Mice , Motor Cortex/metabolism , Neuronal Plasticity , Pyramidal Cells/metabolism , Somatostatin/metabolism , Vasoactive Intestinal Peptide/metabolismABSTRACT
Fear conditioning-induced behavioral responses can be extinguished after fear extinction. While fear extinction is generally thought to be a form of new learning, several lines of evidence suggest that neuronal changes associated with fear conditioning could be reversed after fear extinction. To better understand how fear conditioning and extinction modify synaptic circuits, we examined changes of postsynaptic dendritic spines of layer V pyramidal neurons in the mouse auditory cortex over time using transcranial two-photon microscopy. We found that auditory-cued fear conditioning induced the formation of new dendritic spines within 2 days. The survived new spines induced by fear conditioning with one auditory cue were clustered within dendritic branch segments and spatially segregated from new spines induced by fear conditioning with a different auditory cue. Importantly, fear extinction preferentially caused the elimination of newly formed spines induced by fear conditioning in an auditory cue-specific manner. Furthermore, after fear extinction, fear reconditioning induced reformation of new dendritic spines in close proximity to the sites of new spine formation induced by previous fear conditioning. These results show that fear conditioning, extinction, and reconditioning induce cue- and location-specific dendritic spine remodeling in the auditory cortex. They also suggest that changes of synaptic connections induced by fear conditioning are reversed after fear extinction.
Subject(s)
Auditory Cortex/physiology , Dendritic Spines/physiology , Fear/physiology , Nerve Net/physiology , Animals , Auditory Cortex/cytology , Male , Mice, Transgenic , Nerve Net/cytologyABSTRACT
BACKGROUND: Sleep has been shown to impact glucose regulation, and may be altered in persons with type 1 diabetes (T1D). OBJECTIVE: To assess sleep characteristics in T1D patients and the possible association between sleep disturbances and diabetes-related variables. SUBJECTS AND METHODS: In a cross-sectional study in 154 young patients with T1D and 154 age-range-matched nondiabetic controls subjective sleep characteristics were assessed using validated questionnaires: Sleep Disturbance Scale for Children (SDSC), Adolescent Sleep-Wake Scale (ASWS), Pittsburgh Sleep Quality Index (PSQI), Epworth Sleepiness Scale (ESS). Clinical and disease-related variables were obtained from medical charts. RESULTS: Sleep disorders were frequent in all age groups, with no significant difference in prevalence or total scores of the SDSC, ASWS, PSQI, or ESS between the patients and the controls. In T1D children, SDSC score was significantly higher in those using continuous glucose monitoring (CGM) vs glucose meters (P = .042). The score of disorders related to "initiating and maintaining sleep" was significantly higher in those treated with pumps vs patients treated with injections (P = .014), in those using CGM vs glucose meters (P = .02), and in those with nocturnal hypoglycemia vs those without (P = .023). The percentage of children with excessive daytime sleepiness was significantly lower in patients vs controls (P = .035). No significant differences were found in the other two age groups. CONCLUSIONS/INTERPRETATION: The prevalence of sleep disorders among most of the young T1D patients was no higher than in the nondiabetic population. Studies using objective sleep measures are warranted to further assess sleep quality in T1D patients.
Subject(s)
Diabetes Mellitus, Type 1/complications , Sleep Wake Disorders/epidemiology , Adolescent , Child , Cross-Sectional Studies , Diabetes Mellitus, Type 1/epidemiology , Female , Humans , Israel/epidemiology , Male , Young AdultABSTRACT
Awareness of its rich structural pathways has earned the external segment of the globus pallidus (GPe) recognition as a central figure within the basal ganglia circuitry. Interestingly, GPe neurons are uniquely identified by the presence of prominent pauses interspersed among a high-frequency discharge rate of 50-80 spikes/s. These pauses have an average pause duration of 620 ms with a frequency of 13/min, yielding an average pause activity (probability of a GPe neuron being in a pause) of (620 × 13)/(60 × 1000) = 0.13. Spontaneous pause activity has been found to be inversely related to arousal state. The relationship of pause activity with behavioural events remains to be elucidated. In the present study, we analysed the electrophysiological activity of 200 well-isolated GPe pauser cells recorded from four non-human primates (Macaque fascicularis) while they were engaged in similar classical conditioning tasks. The isolation quality of the recorded activity and the pauses were determined with objective automatic methods. The results showed that the pause probability decreased by 9.09 and 10.0%, and the discharge rate increased by 2.96 and 1.95%, around cue and outcome presentation, respectively. Analysis of the linear relationship between the changes in pause activity and discharge rate showed r(2) = 0.46 and r(2) = 0.66 upon cue onset and outcome presentation, respectively. Thus, pause activity is a pertinent element in short-term encoding of relevant behavioural events, and has a significant, but not exclusive, role in the modulation of GPe discharge rate around these events.
Subject(s)
Conditioning, Classical/physiology , Electrophysiological Phenomena/physiology , Globus Pallidus/physiology , Neurons/physiology , Animals , Female , Macaca fascicularis , Male , Patch-Clamp Techniques , Probability , Time FactorsABSTRACT
The external segment of the globus pallidus (GPe) is one of the core nuclei of the basal ganglia, playing a major role in normal control of behavior and in the pathophysiology of basal ganglia-related disorders such as Parkinson's disease. In vivo, most neurons in the GPe are characterized by high firing rates (50-100 spikes/s), interspersed with long periods (â¼0.6 s) of complete silence, which are termed GPe pauses. Previous physiological studies of single and pairs of GPe neurons have failed to fully disclose the physiological process by which these pauses originate. We examined 1001 simultaneously recorded pairs of high-frequency discharge GPe cells recorded from four monkeys during task-irrelevant periods, considering the activity in one cell while the other is pausing. We found that pauses (n = 137,278 pauses) coincide with a small yet significant reduction in firing rate (0.78 ± 0.136 spikes/s) in other GPe cells. Additionally, we found an increase in the probability of the simultaneously recorded cell to pause during the pause period of the "trigger" cell. Importantly, this increase in the probability to pause at the same time does not account for the reduction in firing rate by itself. Modeling of GPe cells as class 2 excitability neurons (Hodgkin, 1948) with common external inputs can explain our results. We suggest that common inputs decrease the GPe discharge rate and lead to a bifurcation phenomenon (pause) in some of the GPe neurons.
Subject(s)
Action Potentials/physiology , Globus Pallidus/cytology , Nerve Net/physiology , Neural Inhibition/physiology , Neurons/physiology , Algorithms , Animals , Chlorocebus aethiops , Female , Macaca fascicularis , Male , Models, Neurological , Probability , Reaction TimeABSTRACT
The striatum is populated by a single projection neuron group, the medium spiny neurons (MSNs), and several groups of interneurons. Two of the electrophysiologically well-characterized striatal interneuron groups are the tonically active neurons (TANs), which are presumably cholinergic interneurons, and the fast spiking interneurons (FSIs), presumably parvalbumin (PV) expressing GABAergic interneurons. To better understand striatal processing it is thus crucial to define the functional relationship between MSNs and these interneurons in the awake and behaving animal. We used multiple electrodes and standard physiological methods to simultaneously record MSN spiking activity and the activity of TANs or FSIs from monkeys engaged in a classical conditioning paradigm. All three cell populations were highly responsive to the behavioral task. However, they displayed different average response profiles and a different degree of response synchronization (signal correlation). TANs displayed the most transient and synchronized response, MSNs the most diverse and sustained response and FSIs were in between on both parameters. We did not find evidence for direct monosynaptic connectivity between the MSNs and either the TANs or the FSIs. However, while the cross correlation histograms of TAN to MSN pairs were flat, those of FSI to MSN displayed positive asymmetrical broad peaks. The FSI-MSN correlogram profile implies that the spikes of MSNs follow those of FSIs and both are driven by a common, most likely cortical, input. Thus, the two populations of striatal interneurons are probably driven by different afferents and play complementary functional roles in the physiology of the striatal microcircuit.
ABSTRACT
Information is encoded in the nervous system through the discharge and synchronization of single neurons. The striatum, the input stage of the basal ganglia, is divided into three territories: the putamen, the caudate, and the ventral striatum, all of which converge onto the same motor pathway. This parallel organization suggests that there are multiple and competing systems in the basal ganglia network controlling behavior. To explore which mechanism(s) enables the different striatal domains to encode behavioral events and to control behavior, we compared the neural activity of phasically active neurons [medium spiny neurons (MSNs), presumed projection neurons] and tonically active neurons (presumed cholinergic interneurons) across striatal territories from monkeys during the performance of a well practiced task. Although neurons in all striatal territories displayed similar spontaneous discharge properties and similar temporal modulations of their discharge rates to the behavioral events, their correlation structure was profoundly different. The distributions of signal and noise correlation of pairs of putamen MSNs were strongly shifted toward positive correlations and these two measures were correlated. In contrast, MSN pairs in the caudate and ventral striatum displayed symmetrical, near-zero signal and noise correlation distributions. Furthermore, only putamen MSN pairs displayed different noise correlation dynamics to rewarding versus neutral/aversive cues. Similarly, the noise correlation between tonically active neuron pairs was stronger in the putamen than in the caudate. We suggest that the level of synchronization of the neuronal activity and its temporal dynamics differentiate the striatal territories and may thus account for the different roles that striatal domains play in behavioral control.
Subject(s)
Brain Mapping , Corpus Striatum/anatomy & histology , Corpus Striatum/physiology , Action Potentials/physiology , Analysis of Variance , Animals , Conditioning, Classical/physiology , Cues , Female , Macaca fascicularis , Magnetic Resonance Imaging , Male , Neostriatum/cytology , Neurons/physiology , Photic Stimulation , Putamen/cytology , Reward , Statistics as TopicABSTRACT
The basal ganglia (BG) have been hypothesized to implement a reinforcement learning algorithm. However, it is not clear how information is processed along this network, thus enabling it to perform its functional role. Here we present three different encoding schemes of visual cues associated with rewarding, neutral, and aversive outcomes by BG neuronal populations. We studied the response profile and dynamical behavior of two populations of projection neurons [striatal medium spiny neurons (MSNs), and neurons in the external segment of the globus pallidus (GPe)], and one neuromodulator group [striatal tonically active neurons (TANs)] from behaving monkeys. MSNs and GPe neurons displayed sustained average activity to cue presentation. The population average response of MSNs was composed of three distinct response groups that were temporally differentiated and fired in serial episodes along the trial. In the GPe, the average sustained response was composed of two response groups that were primarily differentiated by their immediate change in firing rate direction. However, unlike MSNs, neurons in both GPe response groups displayed prolonged and temporally overlapping persistent activity. The putamen TANs stereotyped response was characterized by a single transient response group. Finally, the MSN and GPe response groups reorganized at the outcome epoch, as different task events were reflected in different response groups. Our results strengthen the functional separation between BG neuromodulators and main axis neurons. Furthermore, they reveal dynamically changing cell assemblies in the striatal network of behaving primates. Finally, they support the functional convergence of the MSN response groups onto GPe cells.
Subject(s)
Corpus Striatum/physiology , Globus Pallidus/physiology , Nerve Net/physiology , Neurons/physiology , Psychomotor Performance/physiology , Animals , Corpus Striatum/cytology , Female , Globus Pallidus/cytology , Macaca fascicularis , Male , Photic Stimulation/methods , Time FactorsABSTRACT
The songbird area X is a basal ganglia homolog that contains two pallidal cell types-local neurons that project within the basal ganglia and output neurons that project to the thalamus. Based on these projections, it has been proposed that these classes are structurally homologous to the primate external (GPe) and internal (GPi) pallidal segments. To test the hypothesis that the two area X pallidal types are functionally homologous to GPe and GPi neurons, we recorded from neurons in area X of singing juvenile male zebra finches, and directly compared their firing patterns to neurons recorded in the primate pallidus. In area X, we found two cell classes that exhibited high firing (HF) rates (>60 Hz) characteristic of pallidal neurons. HF-1 neurons, like most GPe neurons we examined, exhibited large firing rate modulations, including bursts and long pauses. In contrast, HF-2 neurons, like GPi neurons, discharged continuously without bursts or long pauses. To test whether HF-2 neurons were the output neurons that project to the thalamus, we next recorded directly from pallidal axon terminals in thalamic nucleus DLM, and found that all terminals exhibited singing-related firing patterns indistinguishable from HF-2 neurons. Our data show that singing-related neural activity distinguishes two putative pallidal cell types in area X: thalamus-projecting neurons that exhibit activity similar to the primate GPi, and non-thalamus-projecting neurons that exhibit activity similar to the primate GPe. These results suggest that song learning in birds and motor learning in mammals use conserved basal ganglia signaling strategies.