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López-Canul M, Oveisi A, He Q, Vigano ML, Farina A, Comai S, Gobbi G. Neuropathic pain impairs sleep architecture, non-rapid eye movement sleep, and reticular thalamic neuronal activity. Int J Neuropsychopharmacol 2025; 28:pyaf017. [PMID: 40121517 PMCID: PMC12084830 DOI: 10.1093/ijnp/pyaf017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Accepted: 03/18/2025] [Indexed: 03/25/2025] Open
Abstract
BACKGROUND Neuropathic pain (NP) is a chronic and debilitating condition frequently comorbid with insomnia. However, the alterations in sleep architecture under NP conditions and the mechanisms underlying both pain and sleep disturbances remain poorly understood. The reticular thalamic nucleus (RTN) plays a crucial role in non-rapid eye movement sleep (NREMS) and pain processing, but its involvement in NP-related sleep disruptions has not been fully elucidated. METHODS To investigate sleep-related electrophysiological changes in NP, we performed continuous 24-hour electroencephalogram/electromyogram (EEG/EMG) recordings in rats exhibiting allodynia following L5-L6 spinal nerve lesions. Additionally, we assessed the in vivo neuronal activity of the RTN in both NP and sham-operated control rats. Spectral analyses were conducted to examine alterations in sleep oscillatory dynamics. Reticular thalamic nucleus neuronal responses to nociceptive pinch stimuli were classified as increased, decreased, or unresponsive. RESULTS Neuropathic pain rats exhibited a significant reduction in NREMS (-20%, P < .001) and an increase in wakefulness (+ 19.13%, P < .05) compared to controls, whereas rapid eye movement sleep (REMS) remained unchanged. Sleep fragmentation was pronounced in NP animals (P < .0001), with frequent brief awakenings, particularly during the inactive/light phase. Spectral analysis revealed increased delta and theta power during both NREMS and REMS. Reticular thalamic nucleus neurons in NP rats displayed a higher basal tonic firing rate, along with increased phasic activity (number of bursts), although the percentage of spikes in bursts remained unchanged. CONCLUSIONS Neuropathic pain is characterized by disrupted sleep architecture, reduced NREMS, and heightened RTN neuronal firing activity with partial compensation of burst activity. Given that RTN burst activity is essential for optimal NREMS, its disruption may contribute to NP-induced sleep impairments. These findings suggest that altered EEG/EMG signals, alongside dysregulated RTN neuronal activity, may serve as potential brain markers for NP-related insomnia.
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Affiliation(s)
| | - Anahita Oveisi
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Qianzi He
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | | | - Antonio Farina
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Stefano Comai
- Department of Psychiatry, McGill University, Montreal, QC, Canada
- Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Padua, Italy
| | - Gabriella Gobbi
- Department of Psychiatry, McGill University, Montreal, QC, Canada
- Research Institute, McGill University Health Center, McGill University, Montreal, QC, Canada
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Jang SS, Takahashi F, Huguenard JR. Reticular Thalamic Hyperexcitability Drives Autism Spectrum Disorder Behaviors in the Cntnap2 Model of Autism. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.21.644680. [PMID: 40166234 PMCID: PMC11957169 DOI: 10.1101/2025.03.21.644680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Autism spectrum disorders (ASDs) are a group of neurodevelopmental disorders characterized by social communication deficits, repetitive behaviors, and comorbidities such as sensory abnormalities, sleep disturbances, and seizures. Dysregulation of thalamocortical circuits has been implicated in these comorbid features, yet their precise roles in ASD pathophysiology remain elusive. This study focuses on the reticular thalamic nucleus (RT), a key regulator of thalamocortical interactions, to elucidate its contribution to ASD-related behavioral deficits using a Cntnap2 knockout (KO) mouse model. Our behavioral and EEG analyses comparing Cntnap2 +/+ and Cntnap2 -/- mice demonstrated that Cntnap2 knockout heightened seizure susceptibility, elevated locomotor activity, and produced hallmark ASD phenotypes, including social deficits, and repetitive behaviors. Electrophysiological recordings from thalamic brain slices revealed increased spontaneous and evoked network oscillations with increased RT excitability due to enhanced T-type calcium currents and burst firing. We observed behavior related heightened RT population activity in vivo with fiber photometry. Notably, suppressing RT activity via Z944, a T-type calcium channel blocker, and via C21 and the inhibitory DREADD hM4Di, improved ASD-related behavioral deficits. These findings identify RT hyperexcitability as a mechanistic driver of ASD behaviors and underscore RT as a potential therapeutic target for modulating thalamocortical circuit dysfunction in ASD. Teaser RT hyperexcitability drives ASD behaviors in Cntnap2-/- mice, highlighting RT as a therapeutic target for circuit dysfunction.
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Landisman CE, Coulon P. A mixed electrical and chemical synapse in the thalamic reticular nucleus. J Neurophysiol 2024; 132:1955-1963. [PMID: 39475494 DOI: 10.1152/jn.00339.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 10/17/2024] [Accepted: 10/17/2024] [Indexed: 12/17/2024] Open
Abstract
The thalamic reticular nucleus (TRN) plays a major role in modulating the transfer of information from the thalamus to the cortex. GABAergic inhibition by the TRN is potentially synchronized by electrical synapses between TRN neurons, and TRN neurons are also sparsely connected to each other via chemical synapses. Paired recordings have shown that electrical coupling is abundant between TRN neurons, especially among those within close proximity, but combined electrical and chemical coupling has not yet been directly demonstrated in rats. Here, we report on a single pair of TRN neurons that were coupled both electrically and chemically. This is the only such example that we have found in hundreds of paired recordings of closely apposed neurons within the TRN.NEW & NOTEWORTHY Combined electrical and chemical coupling is demonstrated in a single couple of thalamic reticular nucleus (TRN) neurons. Single action potentials in one neuron resulted in a spikelet [electrical postsynaptic potential (ePSP)] followed by a longer lasting hyperpolarization [from an inhibitory postsynaptic potential (IPSP)] in the target neuron. The IPSPs were most prominent at depolarized potentials and all but disappeared when approaching the chloride equilibrium potential. This is the only such example that we have found in hundreds of paired recordings within the TRN.
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Affiliation(s)
- Carole E Landisman
- Center For Integrative Brain Research, Seattle Children's Research Institute, Seattle, Washington, United States
- Center for Brain Science, Harvard University, Cambridge, Massachusetts, United States
- Department of Neuroscience, Brown University, Providence, Rhode Island, United States
| | - Philippe Coulon
- Center For Integrative Brain Research, Seattle Children's Research Institute, Seattle, Washington, United States
- Faculty of Biology, Institute of Biology III, Group: Cellular Neurophysiology, University of Freiburg, Freiburg, Germany
- Faculty of Biology, Institute of Biology III, Optophysiology, University of Freiburg, Freiburg, Germany
- BrainLinks-BrainTools//Intelligent Machine Brain Interfacing Technology (IMBIT), University of Freiburg, Freiburg, Germany
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Puzzo CD, Martinez-Garcia RI, Liu H, Dyson LF, Gilbert WO, Cruikshank SJ. Integration of distinct cortical inputs to primary and higher order inhibitory cells of the thalamus. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.12.618039. [PMID: 39416152 PMCID: PMC11482941 DOI: 10.1101/2024.10.12.618039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
The neocortex controls its own sensory input in part through top-down inhibitory mechanisms. Descending corticothalamic projections drive GABAergic neurons of the thalamic reticular nucleus (TRN), which govern thalamocortical cell activity via inhibition. Neurons in sensory TRN are organized into primary and higher order (HO) subpopulations, with separate intrathalamic connections and distinct genetic and functional properties. Here, we investigated top-down neocortical control over primary and HO neurons of somatosensory TRN. Projections from layer 6 of somatosensory cortex evoked stronger and more state-dependent activity in primary than in HO TRN, driven by more robust synaptic inputs and potent T-type calcium currents. However, HO TRN received additional, physiologically distinct, inputs from motor cortex and layer 5 of S1. Thus, in a departure from the canonical focused sensory layer 6 innervation characteristic of primary TRN, HO TRN integrates broadly from multiple corticothalamic systems, with unique state-dependence, extending the range of mechanisms for top-down control.
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Vaughn MJ, Laswick Z, Wang H, Haas JS. Functionally Distinct Circuits Are Linked by Heterocellular Electrical Synapses in the Thalamic Reticular Nucleus. eNeuro 2024; 11:ENEURO.0269-23.2023. [PMID: 38164593 PMCID: PMC10849028 DOI: 10.1523/eneuro.0269-23.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 11/10/2023] [Accepted: 12/18/2023] [Indexed: 01/03/2024] Open
Abstract
The thalamic reticular nucleus (TRN) inhibits sensory thalamocortical relay neurons and is a key regulator of sensory attention as well as sleep and wake states. Recent developments have identified two distinct genetic subtypes of TRN neurons, calbindin-expressing (CB) and somatostatin-expressing (SOM) neurons. These subtypes differ in localization within the TRN, electrophysiological properties, and importantly, targeting of thalamocortical relay channels. CB neurons send inhibition to and receive excitation from first-order thalamic relay nuclei, while SOM neurons send inhibition to and receive excitation from higher-order thalamic areas. These differences create distinct channels of information flow. It is unknown whether TRN neurons form electrical synapses between SOM and CB neurons and consequently bridge first-order and higher-order thalamic channels. Here, we use GFP reporter mice to label and record from CB-expressing and SOM-expressing TRN neurons. We confirm that GFP expression properly differentiates TRN subtypes based on electrophysiological differences, and we identified electrical synapses between pairs of neurons with and without common GFP expression for both CB and SOM types. That is, electrical synapses link both within and across subtypes of neurons in the TRN, forming either homocellular or heterocellular synapses. Therefore, we conclude that electrical synapses within the TRN provide a substrate for functionally linking thalamocortical first-order and higher-order channels within the TRN.
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Affiliation(s)
- Mitchell J Vaughn
- Department of Biological Sciences, Lehigh University, Bethlehem 18015, Pennsylvania
| | - Zachary Laswick
- Department of Biological Sciences, Lehigh University, Bethlehem 18015, Pennsylvania
| | - Huaixing Wang
- Department of Biological Sciences, Lehigh University, Bethlehem 18015, Pennsylvania
| | - Julie S Haas
- Department of Biological Sciences, Lehigh University, Bethlehem 18015, Pennsylvania
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Sheroziya M, Khazipov R. Synaptic Origin of Early Sensory-evoked Oscillations in the Immature Thalamus. Neuroscience 2023; 532:50-64. [PMID: 37769898 DOI: 10.1016/j.neuroscience.2023.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Revised: 08/22/2023] [Accepted: 09/08/2023] [Indexed: 10/03/2023]
Abstract
During the critical period of postnatal development, brain maturation is extremely sensitive to external stimuli. Newborn rodents already have functional somatosensory pathways and the thalamus, but the cortex is still forming. Immature thalamic synapses may produce large postsynaptic potentials in immature neurons, while non-synaptic membrane currents remain relatively weak and slow. The thalamocortical system generates spontaneous and evoked early gamma and spindle-burst oscillations in newborn rodents. How relatively strong synapses and weak intrinsic currents interact with each other and how they contribute to early thalamic activities remains largely unknown. Here, we performed local field potential (LFP), juxtacellular, and patch-clamp recordings in the somatosensory thalamus of urethane-anesthetized rat pups at postnatal days 6-7 with one whisker stimulation. We removed the overlying cortex and hippocampus to reach the thalamus with electrodes. Deflection of only one (the principal) whisker induced spikes in a particular thalamic cell. Whisker deflection evoked a group of large-amplitude excitatory events, likely originating from lemniscal synapses and multiple inhibitory postsynaptic events in thalamocortical cells. Large-amplitude excitatory events produced a group of spike bursts and could evoke a depolarization block. Juxtacellular recordings confirmed the partial inactivation of spikes. Inhibitory events prevented inactivation of action potentials and gamma-modulated neuronal firing. We conclude that the interplay of strong excitatory and inhibitory synapses and relatively weak intrinsic currents produces sensory-evoked early gamma oscillations in thalamocortical cells. We also propose that sensory-evoked large-amplitude excitatory events contribute to evoked spindle-bursts.
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Affiliation(s)
- Maxim Sheroziya
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia.
| | - Roustem Khazipov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia; Aix Marseille University, INSERM, INMED, Marseille, France
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Viana Di Prisco G, Marlinski V, Beloozerova IN. Activity of cat premotor cortex neurons during visually guided stepping. J Neurophysiol 2023; 130:838-860. [PMID: 37609687 PMCID: PMC10642938 DOI: 10.1152/jn.00114.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 07/13/2023] [Accepted: 08/11/2023] [Indexed: 08/24/2023] Open
Abstract
Visual control of steps is critical in everyday life. Several motor centers are implicated in visual control of steps on a complex surface, however, participation of a large cortical motor area, the premotor cortex, in visual guidance of steps during overground locomotion has not been examined. Here, we analyzed the activity of neurons in feline premotor cortex areas 6aα and 6aγ as cats walked on the flat surface where visual guidance of steps is not needed and stepped on crosspieces of a horizontally placed ladder or over barriers where visual control of steps is required. The comparison of neuronal firing between vision-dependent and vision-independent stepping revealed components of the activity related to visual guidance of steps. We found that the firing activity of 59% of neurons was modulated with the rhythm of strides on the flat surface, and the activity of 83-86% of the population changed upon transition to locomotion on the ladder or with barriers. The firing rate and the depth of the stride-related activity modulation of 33-44% of neurons changed, and the stride phases where neurons preferred to fire changed for 58-73% of neurons. These results indicate that a substantial proportion of areas 6aα and 6aγ neurons is involved in visual guidance of steps. Compared with the primary motor cortex, the proportion of cells, the firing activity of which changed upon transition from vision-independent to vision-dependent stepping, was lower and the preferred phases of the firing activity changed more often between the tasks.NEW & NOTEWORTHY Visual control of steps is critical for daily living, however, how it is achieved is not well understood. Here, we analyzed how neurons in the premotor cortex respond to the demand for visual control of steps on a complex surface. We conclude that premotor cortex neurons participate in the cortical network supporting visual control of steps by modifying the phase, intensity, and salience of their firing activity.
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Affiliation(s)
- Gonzalo Viana Di Prisco
- Stark Neurosciences Research Institute, Indiana University, Indianapolis, Indiana, United States
- Barrow Neurological Institute, St. Joseph's Hospital & Medical Center, Phoenix, Arizona, United States
| | - Vladimir Marlinski
- Barrow Neurological Institute, St. Joseph's Hospital & Medical Center, Phoenix, Arizona, United States
| | - Irina N Beloozerova
- Barrow Neurological Institute, St. Joseph's Hospital & Medical Center, Phoenix, Arizona, United States
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, United States
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8
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Hádinger N, Bősz E, Tóth B, Vantomme G, Lüthi A, Acsády L. Region-selective control of the thalamic reticular nucleus via cortical layer 5 pyramidal cells. Nat Neurosci 2023; 26:116-130. [PMID: 36550291 PMCID: PMC9829539 DOI: 10.1038/s41593-022-01217-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 10/26/2022] [Indexed: 12/24/2022]
Abstract
Corticothalamic pathways, responsible for the top-down control of the thalamus, have a canonical organization such that every cortical region sends output from both layer 6 (L6) and layer 5 (L5) to the thalamus. Here we demonstrate a qualitative, region-specific difference in the organization of mouse corticothalamic pathways. Specifically, L5 pyramidal cells of the frontal cortex, but not other cortical regions, establish monosynaptic connections with the inhibitory thalamic reticular nucleus (TRN). The frontal L5-TRN pathway parallels the L6-TRN projection but has distinct morphological and physiological features. The exact spike output of the L5-contacted TRN cells correlated with the level of cortical synchrony. Optogenetic perturbation of the L5-TRN connection disrupted the tight link between cortical and TRN activity. L5-driven TRN cells innervated thalamic nuclei involved in the control of frontal cortex activity. Our data show that frontal cortex functions require a highly specialized cortical control over intrathalamic inhibitory processes.
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Affiliation(s)
- Nóra Hádinger
- Laboratory of Thalamus Research, Institute of Experimental Medicine, Budapest, Hungary.
| | - Emília Bősz
- Laboratory of Thalamus Research, Institute of Experimental Medicine, Budapest, Hungary
- János Szentágothai Doctoral School of Neurosciences, Semmelweis University, Budapest, Hungary
| | - Boglárka Tóth
- Laboratory of Thalamus Research, Institute of Experimental Medicine, Budapest, Hungary
| | - Gil Vantomme
- Department of Fundamental Neurosciences, University of Lausanne, Lausanne, Switzerland
| | - Anita Lüthi
- Department of Fundamental Neurosciences, University of Lausanne, Lausanne, Switzerland
| | - László Acsády
- Laboratory of Thalamus Research, Institute of Experimental Medicine, Budapest, Hungary.
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9
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Beloozerova IN, Nilaweera WU, Viana Di Prisco G, Marlinski V. Signals from posterior parietal area 5 to motor cortex during locomotion. Cereb Cortex 2022; 33:1014-1043. [PMID: 35383368 PMCID: PMC9930630 DOI: 10.1093/cercor/bhac118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 02/07/2022] [Accepted: 02/08/2022] [Indexed: 11/14/2022] Open
Abstract
Area 5 of the parietal cortex is part of the "dorsal stream" cortical pathway which processes visual information for action. The signals that area 5 ultimately conveys to motor cortex, the main area providing output to the spinal cord, are unknown. We analyzed area 5 neuronal activity during vision-independent locomotion on a flat surface and vision-dependent locomotion on a horizontal ladder in cats focusing on corticocortical neurons (CCs) projecting to motor cortex from the upper and deeper cortical layers and compared it to that of neighboring unidentified neurons (noIDs). We found that upon transition from vision-independent to vision-dependent locomotion, the low discharge of CCs in layer V doubled and the proportion of cells with 2 bursts per stride tended to increase. In layer V, the group of 2-bursters developed 2 activity peaks that coincided with peaks of gaze shifts along the surface away from the animal, described previously. One-bursters and either subpopulation in supragranular layers did not transmit any clear unified stride-related signal to the motor cortex. Most CC group activities did not mirror those of their noID counterparts. CCs with receptive fields on the shoulder, elbow, or wrist/paw discharged in opposite phases with the respective groups of pyramidal tract neurons of motor cortex, the cortico-spinal cells.
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Affiliation(s)
- Irina N Beloozerova
- Corresponding author: School of Biological Sciences, Georgia Institute of Technology, 555 14th Street, Atlanta, GA, 30332, USA.
| | - Wijitha U Nilaweera
- Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, 350 West Thomas Road, Phoenix, AZ, 85013, USA,Des Moines Area Community College, 2006 South Ankeny Blvd., Ankeny, IA, 50023, USA
| | - Gonzalo Viana Di Prisco
- Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, 350 West Thomas Road, Phoenix, AZ, 85013, USA,Stark Neurosciences Research Institute, Indiana University, 320 West 15th Street, Indianapolis, IN, 46202, USA
| | - Vladimir Marlinski
- Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, 350 West Thomas Road, Phoenix, AZ, 85013, USA
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Wicker E, Forcelli PA. Optogenetic activation of the reticular nucleus of the thalamus attenuates limbic seizures via inhibition of the midline thalamus. Epilepsia 2021; 62:2283-2296. [PMID: 34309008 PMCID: PMC9092275 DOI: 10.1111/epi.17016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 07/12/2021] [Accepted: 07/12/2021] [Indexed: 01/21/2023]
Abstract
OBJECTIVE The nucleus reticularis of the thalamus (nRT) is most studied in epilepsy for its role in the genesis of absence seizures; much less is known regarding its role in other seizure types, including those originating in limbic structures and the temporal lobe. As it is a major source of inhibitory input to higher order thalamic nuclei, stimulation of the nRT may be an effective strategy to disrupt seizure activity that requires thalamic engagement. METHODS We recorded single unit activity from the nRT prior to and after infusion of bicuculline into the area tempestas. We monitored single unit activity time-locked with interictal spikes. We optogenetically activated the nRT in both the area tempestas and amygdala kindling models. We tested a role for projections from the nRT to higher order midline thalamic nuclei through the use of retrogradely trafficked viral vector. RESULTS Mean firing rate in the nRT was decreased after infusion of bicuculline into the area tempestas as compared to the preinfusion baseline. nRT unit firing in response to interictal spikes was heterogeneous, with an approximately equal proportion of neurons displaying (1) no change in firing, (2) increased firing, and (3) decreasing firing. Optogenetic activation of the nRT significantly suppressed seizure activity in both the area tempestas and amygdala kindling models. Optogenetic activation of contralaterally targeting projections but not ipsilaterally targeting projections from the nRT to the midline thalamus significantly suppressed seizures in the kindling model. SIGNIFICANCE Although the nRT is typically thought of in the context of absence seizures, our data show that it may be a viable target for other seizure types. In two models that recapitulate the seizure types seen in temporal lobe epilepsy, nRT activation suppressed both electrographic and behavioral seizures. These data suggest that the nRT should be considered more broadly in the context of epilepsy.
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Affiliation(s)
- Evan Wicker
- Department of Pharmacology & Physiology, Georgetown University, Washington DC, USA
| | - Patrick A. Forcelli
- Department of Pharmacology & Physiology, Georgetown University, Washington DC, USA
- Interdisciplinary Program in Neuroscience, Georgetown University, Washington DC, USA
- Department of Neuroscience, Georgetown University, Washington DC, USA
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11
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Spiegler A, Abadchi JK, Mohajerani M, Jirsa VK. In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing. Netw Neurosci 2021; 4:807-851. [PMID: 33615092 PMCID: PMC7888484 DOI: 10.1162/netn_a_00152] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 06/08/2020] [Indexed: 12/12/2022] Open
Abstract
Resting-state functional networks such as the default mode network (DMN) dominate spontaneous brain dynamics. To date, the mechanisms linking brain structure and brain dynamics and functions in cognition, perception, and action remain unknown, mainly due to the uncontrolled and erratic nature of the resting state. Here we used a stimulation paradigm to probe the brain’s resting behavior, providing insights on state-space stability and multiplicity of network trajectories after stimulation. We performed explorations on a mouse model to map spatiotemporal brain dynamics as a function of the stimulation site. We demonstrated the emergence of known functional networks in brain responses. Several responses heavily relied on the DMN and were suggestive of the DMN playing a mechanistic role between functional networks. We probed the simulated brain responses to the stimulation of regions along the information processing chains of sensory systems from periphery up to primary sensory cortices. Moreover, we compared simulated dynamics against in vivo brain responses to optogenetic stimulation. Our results underwrite the importance of anatomical connectivity in the functional organization of brain networks and demonstrate how functionally differentiated information processing chains arise from the same system. We demonstrate how functionally differentiated information processing chains arise from the same anatomical network. The main result of the in-silico mouse brain simulations is the emergence of specific functional networks based on structural data from the mouse brain. When the brain is stimulated, for example, by sensory inputs or direct electrical stimulation, the brain initially responds with activities in specific regions. The brain’s anatomical connectivity constrains the subsequent pattern formation. We built a high-resolution mouse brain network model. The model structure originated from experimental data. We systematically explored the mouse model and investigated the simulated brain dynamics after stimulation. Known functional networks emerged in the simulated brain responses. The default mode network occurred in almost all characteristic response patterns. Simulated brain response dynamics and in-vivo response dynamics of the mouse brain to optogenetic stimulation showed similarities even without parameter tuning. Anatomical connectivity and dynamics shape the functional organization of brain networks.
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Affiliation(s)
- Andreas Spiegler
- Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Javad Karimi Abadchi
- Canadian Center for Behavioural Neuroscience, University of Lethbridge, Alberta, Canada
| | - Majid Mohajerani
- Canadian Center for Behavioural Neuroscience, University of Lethbridge, Alberta, Canada
| | - Viktor K Jirsa
- Institut de Neurosciences des Systèmes, UMR Inserm 1106, Aix-Marseille Université, Faculté de Médecine, Marseille, France
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12
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Beloozerova IN, Marlinski V. Contribution of the ventrolateral thalamus to the locomotion-related activity of motor cortex. J Neurophysiol 2020; 124:1480-1504. [PMID: 32783584 DOI: 10.1152/jn.00253.2020] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The activity of motor cortex is necessary for accurate stepping on a complex terrain. How this activity is generated remains unclear. The goal of this study was to clarify the contribution of signals from the ventrolateral thalamus (VL) to formation of locomotion-related activity of motor cortex during vision-independent and vision-dependent locomotion. In two cats, we recorded the activity of neurons in layer V of motor cortex as cats walked on a flat surface and a horizontal ladder. We reversibly inactivated ~10% of the VL unilaterally with the glutamatergic transmission antagonist 6-cyano-7-nitroquinoxaline-2,3-dione (CNQX) and analyzed how this affected the activity of motor cortex neurons. We examined neuronal subpopulations with somatosensory receptive fields on different segments of the forelimb and pyramidal tract projecting neurons (PTNs). We found that the VL contribution to the locomotion-related activity of motor cortex is very powerful and has both excitatory and inhibitory components. The magnitudes of both the excitatory and inhibitory contributions fluctuate over the step cycle and depend on locomotion task. On a flat surface, the VL contributes more excitation to the shoulder- and elbow-related neurons than the wrist/paw-related cells. The VL excites the shoulder-related group the most during the transition from stance to swing phase, while most intensively exciting the elbow-related group during the transition from swing to stance. The VL contributes more excitation for the fast- than slow-conducting PTNs. Upon transition to vision-dependent locomotion on the ladder, the VL contribution increases more for the wrist/paw-related neurons and slow-conducting PTNs.NEW & NOTEWORTHY How the activity of motor cortex is generated and the roles that different inputs to motor cortex play in formation of response properties of motor cortex neurons during movements remain unclear. This is the first study to characterize the contribution of the input from the ventrolateral thalamus (VL), the main subcortical input to motor cortex, to the activity of motor cortex neurons during vision-independent and vision-dependent locomotion.
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Affiliation(s)
- Irina N Beloozerova
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia.,Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona
| | - Vladimir Marlinski
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, Arizona
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13
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Martinez-Garcia RI, Voelcker B, Zaltsman JB, Patrick SL, Stevens TR, Connors BW, Cruikshank SJ. Two dynamically distinct circuits drive inhibition in the sensory thalamus. Nature 2020; 583:813-818. [PMID: 32699410 PMCID: PMC7394732 DOI: 10.1038/s41586-020-2512-5] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 04/23/2020] [Indexed: 01/06/2023]
Abstract
Most sensory information destined for the neocortex is relayed through the thalamus, where considerable transformation occurs1,2. One means of transformation involves interactions between excitatory thalamocortical neurons that carry data to the cortex and inhibitory neurons of the thalamic reticular nucleus (TRN) that regulate the flow of those data3-6. Although the importance of the TRN has long been recognised7-9, understanding of its cell types, their organization and their functional properties has lagged behind that of the thalamocortical systems they control. Here we address this by investigating the somatosensory and visual circuits of the TRN in mice. In the somatosensory TRN we observed two groups of genetically defined neurons that are topographically segregated and physiologically distinct, and that connect reciprocally with independent thalamocortical nuclei through dynamically divergent synapses. Calbindin-expressing cells-located in the central core-connect with the ventral posterior nucleus, the primary somatosensory thalamocortical relay. By contrast, somatostatin-expressing cells-which reside along the surrounding edges of the TRN-synapse with the posterior medial thalamic nucleus, a higher-order structure that carries both top-down and bottom-up information10-12. The two TRN cell groups process their inputs in pathway-specific ways. Synapses from the ventral posterior nucleus to central TRN cells transmit rapid excitatory currents that depress deeply during repetitive activity, driving phasic spike output. Synapses from the posterior medial thalamic nucleus to edge TRN cells evoke slower, less depressing excitatory currents that drive more persistent spiking. Differences in the intrinsic physiology of TRN cell types, including state-dependent bursting, contribute to these output dynamics. The processing specializations of these two somatosensory TRN subcircuits therefore appear to be tuned to the signals they carry-a primary central subcircuit tuned to discrete sensory events, and a higher-order edge subcircuit tuned to temporally distributed signals integrated from multiple sources. The structure and function of visual TRN subcircuits closely resemble those of the somatosensory TRN. These results provide insights into how subnetworks of TRN neurons may differentially process distinct classes of thalamic information.
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Affiliation(s)
- Rosa I Martinez-Garcia
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA.,Department of Molecular Biology, Cell Biology, and Biochemistry, Division of Biology and Medicine, Brown University, Providence, RI, USA.,Robert J. & Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA
| | - Bettina Voelcker
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA.,Center for Neural Science, New York University, New York, NY, USA
| | - Julia B Zaltsman
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA.,Robert J. & Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA
| | - Saundra L Patrick
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA.,Robert J. & Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA
| | - Tanya R Stevens
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA.,Robert J. & Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA
| | - Barry W Connors
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA.,Robert J. & Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA
| | - Scott J Cruikshank
- Department of Neuroscience, Division of Biology and Medicine, Brown University, Providence, RI, USA. .,The UAB Civitan International Research Center, University of Alabama at Birmingham, Birmingham, AL, USA. .,UAB Comprehensive Neuroscience Center, University of Alabama at Birmingham, Birmingham, AL, USA. .,Department of Neurobiology, University of Alabama at Birmingham, Birmingham, AL, USA.
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14
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Zubair HN, Chu KMI, Johnson JL, Rivers TJ, Beloozerova IN. Gaze coordination with strides during walking in the cat. J Physiol 2019; 597:5195-5229. [PMID: 31460673 PMCID: PMC9260858 DOI: 10.1113/jp278108] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 08/19/2019] [Indexed: 11/08/2022] Open
Abstract
KEY POINTS Vision plays a crucial role in guiding locomotion in complex environments, but the coordination between gaze and stride is not well understood. The coordination of gaze shifts, fixations, constant gaze and slow gaze with strides in cats walking on different surfaces were examined. It was found that gaze behaviours are coordinated with strides even when walking on a flat surface in the complete darkness, occurring in a sequential order during different phases of the stride. During walking on complex surfaces, gaze behaviours are typically more tightly coordinated with strides, particularly at faster speeds, only slightly shifting in phase. These findings indicate that the coordination of gaze behaviours with strides is not vision-driven, but is a part of the whole body locomotion synergy; the visual environment and locomotor task modulate it. The results may be relevant to developing diagnostic tools and rehabilitation approaches for patients with locomotor deficits. ABSTRACT Vision plays a crucial role in guiding locomotion in complex environments. However, the coordination between the gaze and stride is not well understood. We investigated this coordination in cats walking on a flat surface in darkness or light, along a horizontal ladder and on a pathway with small stones. We recorded vertical and horizontal eye movements and 3-D head movement, and calculated where gaze intersected the walkway. The coordination of gaze shifts away from the animal, gaze shifts toward, fixations, constant gaze, and slow gaze with strides was investigated. We found that even during walking on the flat surface in the darkness, all gaze behaviours were coordinated with strides. Gaze shifts and slow gaze toward started in the beginning of each forelimb's swing and ended in its second half. Fixations peaked throughout the beginning and middle of swing. Gaze shifts away began throughout the second half of swing of each forelimb and ended when both forelimbs were in stance. Constant gaze and slow gaze away occurred in the beginning of stance. However, not every behaviour occurred during every stride. Light had a small effect. The ladder and stones typically increased the coordination and caused gaze behaviours to occur 3% earlier in the cycle. At faster speeds, the coordination was often tighter and some gaze behaviours occurred 2-16% later in the cycle. The findings indicate that the coordination of gaze with strides is not vision-driven, but is a part of the whole body locomotion synergy; the visual environment and locomotor task modulate it.
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Affiliation(s)
- Humza N Zubair
- Barrow Neurological Institute, St Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Kevin M I Chu
- Barrow Neurological Institute, St Joseph's Hospital and Medical Center, Phoenix, AZ, USA
- Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA
| | - Justin L Johnson
- Barrow Neurological Institute, St Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Trevor J Rivers
- Department of Ecology and Evolutionary Biology, University of Kansas, Lawrence, KS, USA
| | - Irina N Beloozerova
- Barrow Neurological Institute, St Joseph's Hospital and Medical Center, Phoenix, AZ, USA
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
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15
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Prefrontal neural dynamics in consciousness. Neuropsychologia 2019; 131:25-41. [DOI: 10.1016/j.neuropsychologia.2019.05.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 05/17/2019] [Accepted: 05/20/2019] [Indexed: 12/11/2022]
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16
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Srivastava A, Ahmad OF, Pacia CP, Hallett M, Lungu C. The Relationship between Saccades and Locomotion. J Mov Disord 2018; 11:93-106. [PMID: 30086615 PMCID: PMC6182301 DOI: 10.14802/jmd.18018] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 04/26/2018] [Indexed: 12/11/2022] Open
Abstract
Human locomotion involves a complex interplay among multiple brain regions and depends on constant feedback from the visual system. We summarize here the current understanding of the relationship among fixations, saccades, and gait as observed in studies sampling eye movements during locomotion, through a review of the literature and a synthesis of the relevant knowledge on the topic. A significant overlap in locomotor and saccadic neural circuitry exists that may support this relationship. Several animal studies have identified potential integration nodes between these overlapping circuitries. Behavioral studies that explored the relationship of saccadic and gait-related impairments in normal conditions and in various disease states are also discussed. Eye movements and locomotion share many underlying neural circuits, and further studies can leverage this interplay for diagnostic and therapeutic purposes.
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Affiliation(s)
- Anshul Srivastava
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Omar F Ahmad
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Christopher Pham Pacia
- Department of Biomedical Engineering, Washington University in St. Louis, Saint Louis, MO, USA
| | - Mark Hallett
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Codrin Lungu
- Division of Clinical Research, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
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17
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Tariq M, Trivailo PM, Simic M. EEG-Based BCI Control Schemes for Lower-Limb Assistive-Robots. Front Hum Neurosci 2018; 12:312. [PMID: 30127730 PMCID: PMC6088276 DOI: 10.3389/fnhum.2018.00312] [Citation(s) in RCA: 100] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 07/16/2018] [Indexed: 12/14/2022] Open
Abstract
Over recent years, brain-computer interface (BCI) has emerged as an alternative communication system between the human brain and an output device. Deciphered intents, after detecting electrical signals from the human scalp, are translated into control commands used to operate external devices, computer displays and virtual objects in the real-time. BCI provides an augmentative communication by creating a muscle-free channel between the brain and the output devices, primarily for subjects having neuromotor disorders, or trauma to nervous system, notably spinal cord injuries (SCI), and subjects with unaffected sensorimotor functions but disarticulated or amputated residual limbs. This review identifies the potentials of electroencephalography (EEG) based BCI applications for locomotion and mobility rehabilitation. Patients could benefit from its advancements such as wearable lower-limb (LL) exoskeletons, orthosis, prosthesis, wheelchairs, and assistive-robot devices. The EEG communication signals employed by the aforementioned applications that also provide feasibility for future development in the field are sensorimotor rhythms (SMR), event-related potentials (ERP) and visual evoked potentials (VEP). The review is an effort to progress the development of user's mental task related to LL for BCI reliability and confidence measures. As a novel contribution, the reviewed BCI control paradigms for wearable LL and assistive-robots are presented by a general control framework fitting in hierarchical layers. It reflects informatic interactions, between the user, the BCI operator, the shared controller, the robotic device and the environment. Each sub layer of the BCI operator is discussed in detail, highlighting the feature extraction, classification and execution methods employed by the various systems. All applications' key features and their interaction with the environment are reviewed for the EEG-based activity mode recognition, and presented in form of a table. It is suggested to structure EEG-BCI controlled LL assistive devices within the presented framework, for future generation of intent-based multifunctional controllers. Despite the development of controllers, for BCI-based wearable or assistive devices that can seamlessly integrate user intent, practical challenges associated with such systems exist and have been discerned, which can be constructive for future developments in the field.
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Affiliation(s)
| | | | - Milan Simic
- School of Engineering, RMIT University Melbourne, Melbourne, VIC, Australia
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18
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Zubair HN, Stout EE, Dounskaia N, Beloozerova IN. The role of intersegmental dynamics in coordination of the forelimb joints during unperturbed and perturbed skilled locomotion. J Neurophysiol 2018; 120:1547-1557. [PMID: 29995599 DOI: 10.1152/jn.00324.2018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Joint coordination during locomotion and how this coordination changes in response to perturbations remains poorly understood. We investigated coordination among forelimb joints during the swing phase of skilled locomotion in the cat. While cats walked on a horizontal ladder, one of the cross-pieces moved before the cat reached it, requiring the cat to alter step size. Direction and timing of the cross-piece displacement were manipulated. We found that the paw was transported in space through body translation and shoulder and elbow rotations, whereas the wrist provided paw orientation required to step on cross-pieces. Kinetic analysis revealed a consistent joint control pattern in all conditions. Although passive interaction and gravitational torques were the main sources of shoulder and elbow motions for most of the movement time, shoulder muscle torque influenced movement of the entire limb at the end of the swing phase, accelerating the shoulder and causing interaction torque that determined elbow motion. At the wrist, muscle and passive torques predominantly compensated for each other. In all perturbed conditions, although all joints and the body slightly contributed to changes in the step length throughout the entire movement, the major adjustment was produced by the shoulder at the movement end. We conclude that joint coordination during the swing phase is produced mainly passively, by exploiting gravity and the limb's intersegmental dynamics, which may simplify the neural control of locomotion. The use of shoulder musculature at the movement end enables flexible responses to environmental disturbances. NEW & NOTEWORTHY This is the first study to investigate joint control during the swing phase of skilled, accuracy-dependent locomotion in the cat and how this control is altered to adapt to known and unexpected perturbations. We demonstrate that a pattern of joint control that exploits gravitational and interaction torques is used in all conditions and that movement modifications are produced mainly by shoulder muscle torque during the last portion of the movement.
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Affiliation(s)
- Humza N Zubair
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center , Phoenix, Arizona.,Kinesiology Program, College of Health Solutions, Arizona State University , Tempe, Arizona
| | - Erik E Stout
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center , Phoenix, Arizona
| | - Natalia Dounskaia
- Kinesiology Program, College of Health Solutions, Arizona State University , Tempe, Arizona
| | - Irina N Beloozerova
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center , Phoenix, Arizona
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19
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Shaping somatosensory responses in awake rats: cortical modulation of thalamic neurons. Brain Struct Funct 2017; 223:851-872. [DOI: 10.1007/s00429-017-1522-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Accepted: 07/26/2017] [Indexed: 02/02/2023]
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20
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Duenas-Jimenez SH, Castillo Hernandez L, de la Torre Valdovinos B, Mendizabal Ruiz G, Duenas Jimenez JM, Ramirez Abundis V, Aguilar Garcia IG. Hind limb motoneurons activity during fictive locomotion or scratching induced by pinna stimulation, serotonin, or glutamic acid in brain cortex-ablated cats. Physiol Rep 2017; 5:5/18/e13458. [PMID: 28963128 PMCID: PMC5617936 DOI: 10.14814/phy2.13458] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Revised: 09/01/2017] [Accepted: 09/04/2017] [Indexed: 12/18/2022] Open
Abstract
In brain cortex‐ablated cats (BCAC), hind limb motoneurons activity patterns were studied during fictive locomotion (FL) or fictive scratching (FS) induced by pinna stimulation. In order to study motoneurons excitability: heteronymous monosynaptic reflex (HeMR), intracellular recording, and individual Ia afferent fiber antidromic activity (AA) were analyzed. The intraspinal cord microinjections of serotonin or glutamic acid effects were made to study their influence in FL or FS. During FS, HeMR amplitude in extensor and bifunctional motoneurons increased prior to or during the respective electroneurogram (ENG). In soleus (SOL) motoneurons were reduced during the scratch cycle (SC). AA in medial gastrocnemius (MG) Ia afferent individual fibers of L6‐L7 dorsal roots did not occur during FS. Flexor digitorum longus (FDL) and MG motoneurons fired with doublets during the FS bursting activity, motoneuron membrane potential from some posterior biceps (PB) motoneurons exhibits a depolarization in relation to the PB (ENG). It changed to a locomotor drive potential in relation to one of the double ENG, PB bursts. In FDL and semitendinosus (ST) motoneurons, the membrane potential was depolarized during FS, but it did not change during FL. Glutamic acid injected in the L3‐L4 spinal cord segment favored the transition from FS to FL. During FL, glutamic acid produces a duration increase of extensors ENGs. Serotonin increases the ENG amplitude in extensor motoneurons, as well as the duration of scratching episodes. It did not change the SC duration. Segregation and motoneurons excitability could be regulated by the rhythmic generator and the pattern generator of the central pattern generator.
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Affiliation(s)
| | - Luis Castillo Hernandez
- Basic Center, Department of Physiology and Pharmacology, Universidad Autónoma de Aguascalientes, Aguascalientes, Mexico
| | | | - Gerardo Mendizabal Ruiz
- Department of Computational Sciences CUCEI, Universidad de Guadalajara, Guadalajara, Jalisco, Mexico
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21
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López Ruiz JR, Castillo Hernández L, De la Torre Valdovinos B, Franco Rodríguez NE, Dueñas Jiménez JM, Dueñas Jiménez A, Rivas-Carrillo JD, Dueñas Jiménez SH. Locomotion in intact and in brain cortex-ablated cats. Neuroscience 2017; 358:37-48. [PMID: 28663091 DOI: 10.1016/j.neuroscience.2017.06.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 06/18/2017] [Accepted: 06/19/2017] [Indexed: 01/31/2023]
Abstract
The current decerebration procedures discard the role of the thalamus in the motor control and decortication only rules out the brain cortex part, leaving a gap between the brain cortex and the subthalamic motor regions. In here we define a new preparation denominated Brain Cortex-Ablated Cat (BCAC), in which the frontal and parietal brain cortices as well as the central white matter beneath them were removed, this decerebration process may be considered as suprathalamic, since the thalamus remained intact. To characterize this preparation cat hindlimb electromyograms (EMG), kinematics and cutaneous reflexes (CR) produced by electrical stimulation of sural (SU) or saphenous (SAPH) nerves were analyzed during locomotion in intact and in BCAC. In cortex-ablated cats compared to intact cats, the hindlimb EMG amplitude was increased in the flexors, whereas in most extensors the amplitude was decreased. Bifunctional muscle EMGs presented complex and speed-dependent amplitude changes. In intact cats CR produced an inhibition of extensors, as well as excitation and inhibition of flexors, and a complex pattern of withdrawal responses in bifunctional muscles. The same stimuli applied to BCAC produced no detectable responses, but in some cats cutaneous reflexes produced by electrical stimulation of saphenous nerve reappeared when the locomotion speed increased. In BCAC, EMG and kinematic changes, as well as the absence of CR, imply that for this cat preparation there is a partial compensation due to the subcortical locomotor apparatus generating close to normal locomotion.
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Affiliation(s)
- José Roberto López Ruiz
- Departmento de Neurociencias, Universidad de Guadalajara, CUCS, Sierra Mojada #950, Edificio P, Tercer Piso, Guadalajara, Jalisco 44340, Mexico.
| | - Luis Castillo Hernández
- Departmento de Fisiología y Farmacología, Centro Básico, Universidad Autónoma de Aguascalientes, Avenida Universidad 940, Aguascalientes, Aguascalientes 20131, Mexico.
| | - Braniff De la Torre Valdovinos
- Departmento de Ciencias Computacionales, CUCEI, Universidad de Guadalajara, Blvd. Marcelino García Barragán #1421, Edificio M-212, Guadalajara, Jalisco 44430, Mexico.
| | - Nancy Elizabeth Franco Rodríguez
- Departmento de Ciencias Computacionales, CUCEI, Universidad de Guadalajara, Blvd. Marcelino García Barragán #1421, Edificio M-212, Guadalajara, Jalisco 44430, Mexico.
| | - Judith Marcela Dueñas Jiménez
- Departmento de Fisiología, Universidad de Guadalajara, CUCS, Sierra Mojada #950 Edificio P, Tercer Piso, Guadalajara, Jalisco 44340, Mexico.
| | - Alejandro Dueñas Jiménez
- Departmento de Electrónica, CUCEI, Universidad de Guadalajara, Blvd. Marcelino García Barragán #1421, Edificio M-212, Guadalajara, Jalisco 44430, Mexico.
| | - Jorge David Rivas-Carrillo
- Departmento de Fisiología y Farmacología, Centro Básico, Universidad Autónoma de Aguascalientes, Avenida Universidad 940, Aguascalientes, Aguascalientes 20131, Mexico; Departmento de Fisiología, Universidad de Guadalajara, CUCS, Sierra Mojada #950 Edificio P, Tercer Piso, Guadalajara, Jalisco 44340, Mexico.
| | - Sergio Horacio Dueñas Jiménez
- Departmento de Neurociencias, Universidad de Guadalajara, CUCS, Sierra Mojada #950, Edificio P, Tercer Piso, Guadalajara, Jalisco 44340, Mexico.
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22
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LaBerge D, Kasevich RS. Neuroelectric Tuning of Cortical Oscillations by Apical Dendrites in Loop Circuits. Front Syst Neurosci 2017; 11:37. [PMID: 28659768 PMCID: PMC5469893 DOI: 10.3389/fnsys.2017.00037] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Accepted: 05/09/2017] [Indexed: 12/29/2022] Open
Abstract
Bundles of relatively long apical dendrites dominate the neurons that make up the thickness of the cerebral cortex. It is proposed that a major function of the apical dendrite is to produce sustained oscillations at a specific frequency that can serve as a common timing unit for the processing of information in circuits connected to that apical dendrite. Many layer 5 and 6 pyramidal neurons are connected to thalamic neurons in loop circuits. A model of the apical dendrites of these pyramidal neurons has been used to simulate the electric activity of the apical dendrite. The results of that simulation demonstrated that subthreshold electric pulses in these apical dendrites can be tuned to specific frequencies and also can be fine-tuned to narrow bandwidths of less than one Hertz (1 Hz). Synchronous pulse outputs from the circuit loops containing apical dendrites can tune subthreshold membrane oscillations of neurons they contact. When the pulse outputs are finely tuned, they function as a local “clock,” which enables the contacted neurons to synchronously communicate with each other. Thus, a shared tuning frequency can select neurons for membership in a circuit. Unlike layer 6 apical dendrites, layer 5 apical dendrites can produce burst firing in many of their neurons, which increases the amplitude of signals in the neurons they contact. This difference in amplitude of signals serves as basis of selecting a sub-circuit for specialized processing (e.g., sustained attention) within the typically larger layer 6-based circuit. After examining the sustaining of oscillations in loop circuits and the processing of spikes in network circuits, we propose that cortical functioning can be globally viewed as two systems: a loop system and a network system. The loop system oscillations influence the network system’s timing and amplitude of pulse signals, both of which can select circuits that are momentarily dominant in cortical activity.
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Affiliation(s)
- David LaBerge
- Department of Cognitive Sciences, University of California, Irvine, IrvineCA, United States
| | - Ray S Kasevich
- Stanley Laboratory of Electrical Physics, Great BarringtonMA, United States.,Bard College at Simon's Rock, Great BarringtonMA, United States
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23
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Kimura A. Robust interactions between the effects of auditory and cutaneous electrical stimulations on cell activities in the thalamic reticular nucleus. Brain Res 2017; 1661:49-66. [DOI: 10.1016/j.brainres.2017.02.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 02/01/2017] [Accepted: 02/07/2017] [Indexed: 12/27/2022]
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24
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Zhang YF, Li QQ, Qu J, Sun CM, Wang Y. Alterations of motor cortical microcircuit in a depressive-like mouse model produced by light deprivation. Neuroscience 2017; 341:79-94. [DOI: 10.1016/j.neuroscience.2016.11.026] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2016] [Revised: 11/16/2016] [Accepted: 11/17/2016] [Indexed: 01/01/2023]
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25
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Saga Y, Nakayama Y, Inoue KI, Yamagata T, Hashimoto M, Tremblay L, Takada M, Hoshi E. Visuomotor signals for reaching movements in the rostro-dorsal sector of the monkey thalamic reticular nucleus. Eur J Neurosci 2016; 45:1186-1199. [DOI: 10.1111/ejn.13421] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 09/28/2016] [Accepted: 09/29/2016] [Indexed: 12/31/2022]
Affiliation(s)
- Yosuke Saga
- Frontal Lobe Function Project; Tokyo Metropolitan Institute of Medical Science; Tokyo Japan
- Centre de Neuroscience Cognitive Marc Jeannerod; UMR-5229 CNRS; 67 Boulevard Pinel 69675 Bron Cedex France
- Tamagawa University Brain Science Institute; Tokyo Japan
| | - Yoshihisa Nakayama
- Frontal Lobe Function Project; Tokyo Metropolitan Institute of Medical Science; Tokyo Japan
- Tamagawa University Brain Science Institute; Tokyo Japan
| | - Ken-ichi Inoue
- Systems Neuroscience Section; Primate Research Institute; Kyoto University; Inuyama Aichi Japan
| | - Tomoko Yamagata
- Frontal Lobe Function Project; Tokyo Metropolitan Institute of Medical Science; Tokyo Japan
- Tamagawa University Brain Science Institute; Tokyo Japan
| | - Masashi Hashimoto
- Frontal Lobe Function Project; Tokyo Metropolitan Institute of Medical Science; Tokyo Japan
- Tamagawa University Brain Science Institute; Tokyo Japan
| | - Léon Tremblay
- Centre de Neuroscience Cognitive Marc Jeannerod; UMR-5229 CNRS; 67 Boulevard Pinel 69675 Bron Cedex France
| | - Masahiko Takada
- Systems Neuroscience Section; Primate Research Institute; Kyoto University; Inuyama Aichi Japan
- AMED-CREST; Japan Agency for Medical Research and Development; Tokyo Japan
| | - Eiji Hoshi
- Frontal Lobe Function Project; Tokyo Metropolitan Institute of Medical Science; Tokyo Japan
- Tamagawa University Brain Science Institute; Tokyo Japan
- AMED-CREST; Japan Agency for Medical Research and Development; Tokyo Japan
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26
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Magdaleno-Madrigal VM, Pantoja-Jiménez CR, Bazaldúa A, Fernández-Mas R, Almazán-Alvarado S, Bolaños-Alejos F, Ortíz-López L, Ramírez-Rodriguez GB. Acute deep brain stimulation in the thalamic reticular nucleus protects against acute stress and modulates initial events of adult hippocampal neurogenesis. Behav Brain Res 2016; 314:65-76. [PMID: 27435420 DOI: 10.1016/j.bbr.2016.07.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Revised: 07/09/2016] [Accepted: 07/15/2016] [Indexed: 12/16/2022]
Abstract
Deep brain stimulation (DBS) is used as an alternative therapeutic procedure for pharmacoresistant psychiatric disorders. Recently the thalamic reticular nucleus (TRN) gained attention due to the description of a novel pathway from the amygdala to this nucleus suggesting that may be differentially disrupted in mood disorders. The limbic system is implicated in the regulation of these disorders that are accompanied by neuroplastic changes. The hippocampus is highly plastic and shows the generation of new neurons, process affected by stress but positively regulated by antidepressant drugs. We explored the impact of applying acute DBS to the TRN (DBS-TRN) in male Wistar rats exposed to acute stress caused by the forced-swim Porsolt's test (FST) and on initial events of hippocampal neurogenesis. After the first session of forced-swim, rats were randomly subdivided in a DBS-TRN and a Sham group. Stimulated rats received 10min of DBS, thus the depressant-like behavior reflected as immobility was evaluated in the second session of forced-swim. Locomotricity was evaluated in the open field test. Cell proliferation and doublecortin-associated cells were quantified in the hippocampus of other cohorts of rats. No effects of electrode implantation were found in locomotricity. Acute DBS-TRN reduced immobility in comparison to the Sham group (p<0.001). DBS-TRN increased cell proliferation (Ki67 or BrdU-positive cells; p=0.02, p=0.02) and the number of doublecortin-cells compared to the Sham group (p<0.02). Similar effects were found in rats previously exposed to the first session of forced-swim. Our data could suggest that TRN brain region may be a promising target for DBS to treat intractable depression.
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Affiliation(s)
- Víctor Manuel Magdaleno-Madrigal
- Laboratorio de Neurofisiología del Control y la Regulación, Dirección de Investigaciones en Neurociencias, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Calz México-Xochimilco No. 101, Col. San Lorenzo Huipulco Del. Tlalpan, 14370 Ciudad de México, Mexico; Carrera de Psicología, FES Zaragoza-UNAM Facultad de Estudios Superiores Zaragoza-UNAM, Av. Guelatao 66, Col. Ejército de Oriente Del. Iztapalapa, 09230 Ciudad de México, Mexico.
| | - Christopher Rodrigo Pantoja-Jiménez
- Laboratorio de Neurofisiología del Control y la Regulación, Dirección de Investigaciones en Neurociencias, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Calz México-Xochimilco No. 101, Col. San Lorenzo Huipulco Del. Tlalpan, 14370 Ciudad de México, Mexico
| | - Adrián Bazaldúa
- Laboratorio de Neurofisiología del Control y la Regulación, Dirección de Investigaciones en Neurociencias, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Calz México-Xochimilco No. 101, Col. San Lorenzo Huipulco Del. Tlalpan, 14370 Ciudad de México, Mexico
| | - Rodrigo Fernández-Mas
- Laboratorio de Neurofisiología del Control y la Regulación, Dirección de Investigaciones en Neurociencias, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Calz México-Xochimilco No. 101, Col. San Lorenzo Huipulco Del. Tlalpan, 14370 Ciudad de México, Mexico
| | - Salvador Almazán-Alvarado
- Laboratorio de Neurofisiología del Control y la Regulación, Dirección de Investigaciones en Neurociencias, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Calz México-Xochimilco No. 101, Col. San Lorenzo Huipulco Del. Tlalpan, 14370 Ciudad de México, Mexico
| | - Fernanda Bolaños-Alejos
- Laboratorio de Neurogénesis. Subdirección de Investigaciones Clínicas, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Calz México-Xochimilco No. 101, Col. San Lorenzo Huipulco Del. Tlalpan, 14370, Ciudad de México, Mexico
| | - Leonardo Ortíz-López
- Laboratorio de Neurogénesis. Subdirección de Investigaciones Clínicas, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Calz México-Xochimilco No. 101, Col. San Lorenzo Huipulco Del. Tlalpan, 14370, Ciudad de México, Mexico
| | - Gerardo Bernabé Ramírez-Rodriguez
- Laboratorio de Neurogénesis. Subdirección de Investigaciones Clínicas, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Calz México-Xochimilco No. 101, Col. San Lorenzo Huipulco Del. Tlalpan, 14370, Ciudad de México, Mexico
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Neyer C, Herr D, Kohmann D, Budde T, Pape HC, Coulon P. mGluR-mediated calcium signalling in the thalamic reticular nucleus. Cell Calcium 2016; 59:312-23. [PMID: 27041217 DOI: 10.1016/j.ceca.2016.03.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2015] [Revised: 03/22/2016] [Accepted: 03/23/2016] [Indexed: 10/22/2022]
Abstract
The thalamic reticular nucleus (TRN) plays a major role in modulating the transfer of information from the thalamus to the cortex. GABAergic inhibition via the TRN is differentially regulated by metabotropic glutamate receptors (mGluRs) and the effect of mGluRs on the membrane potential, on ion channels, and on the plasticity of electrical coupling of TRN neurons has been studied previously. Although mGluRs are generally known to trigger Ca(2+) transients, mGluR-mediated Ca(2+)-transients in TRN neurons have not yet been investigated. In this study, we show that mGluRs can trigger Ca(2+)-transients in TRN neurons, that these transients depend on intracellular Ca(2+)-stores, and are mediated by IP3 receptors. Ca(2+) transients caused by the group I mGluR agonist DHPG elicit a current that is sensitive to flufenamic acid and has a reversal potential around -40mV. Our results add mGluR-mediated Ca(2+)-signalling in the TRN to the state-dependent modulators of the thalamocortical system.
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Affiliation(s)
- Christina Neyer
- Institut für Physiologie I, Westfälische Wilhelms-Universität, Münster, Germany
| | - David Herr
- Institut für Physiologie I, Westfälische Wilhelms-Universität, Münster, Germany
| | - Denise Kohmann
- Institut für Physiologie I, Westfälische Wilhelms-Universität, Münster, Germany
| | - Thomas Budde
- Institut für Physiologie I, Westfälische Wilhelms-Universität, Münster, Germany
| | - Hans-Christian Pape
- Institut für Physiologie I, Westfälische Wilhelms-Universität, Münster, Germany
| | - Philippe Coulon
- Institut für Physiologie I, Westfälische Wilhelms-Universität, Münster, Germany; Center For Integrative Brain Research, Seattle Children's Research Institute, Seattle, WA, USA.
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Lopez YP, Kenis G, Rutten BPF, Myint AM, Steinbusch HWM, van den Hove DLA. Quinolinic acid-immunoreactivity in the naïve mouse brain. J Chem Neuroanat 2015; 71:6-12. [PMID: 26686288 DOI: 10.1016/j.jchemneu.2015.10.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2015] [Revised: 10/22/2015] [Accepted: 10/27/2015] [Indexed: 12/14/2022]
Abstract
Quinolinic acid (QUIN) has been suggested to be involved in infections, inflammatory neurological disorders and in the development of psychiatric disorders. In this view, several studies have been performed to investigate QUIN localization in the brain and its neurotoxic effects. However, evidence is lacking regarding QUIN in healthy, control conditions. The aim of this study was to investigate the region-specific distribution and pattern of QUIN expression in the naïve mouse brain. In addition, possible sex differences in QUIN-immunoreactivity and its link with affect-related behavioural observations were assessed. For this purpose, naïve mice were subjected to the forced swim test (FST) and 20 min open field (OF) testing to measure affect-related behaviour. Afterwards, brains were assessed for QUIN-immunoreactivity. QUIN-immunoreactivity was particularly observed in the cingulate cortex (CC), highlighting clearly delineated cells, and the thalamic reticular nucleus (TRN), showing a more diffuse staining pattern. Subsequently, QUIN-positive cells in the CC were counted, while QUIN-immunoreactivity in the TRN was examined using gray value measurements. No significant differences between sexes were observed for the number of QUIN-positive cells in the CC, neither in levels of QUIN-immunoreactivity in the TRN. A direct correlation was found between QUIN-positive cells in the CC and QUIN-immunoreactivity in the TRN. Moreover, in male mice, a very strong correlation (rsp=.943; p<.01) between QUIN-immunoreactivity at the level of the TRN and motor activity in the OF was observed. Thus, our results suggest that QUIN - detected in the CC and the TRN - may play a role in regulating motor activity in normal conditions.
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Affiliation(s)
- Yara Pujol Lopez
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Gunter Kenis
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre+, Maastricht, The Netherlands.
| | - Bart P F Rutten
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Aye M Myint
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre+, Maastricht, The Netherlands; Psychiatric Hospital, Ludwig-Maximilian University, Munich, Germany
| | - Harry W M Steinbusch
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Daniel L A van den Hove
- School for Mental Health and Neuroscience (MHeNS), Department of Psychiatry and Neuropsychology, Maastricht University Medical Centre+, Maastricht, The Netherlands; Laboratory of Translational Neuroscience, Department of Psychiatry, Psychosomatics and Psychotherapy, University of Wuerzburg, Würzburg, Germany
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29
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Willis AM, Slater BJ, Gribkova ED, Llano DA. Open-loop organization of thalamic reticular nucleus and dorsal thalamus: a computational model. J Neurophysiol 2015; 114:2353-67. [PMID: 26289472 PMCID: PMC4620136 DOI: 10.1152/jn.00926.2014] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Accepted: 08/17/2015] [Indexed: 12/18/2022] Open
Abstract
The thalamic reticular nucleus (TRN) is a shell of GABAergic neurons that surrounds the dorsal thalamus. Previous work has shown that TRN neurons send GABAergic projections to thalamocortical (TC) cells to form reciprocal, closed-loop circuits. This has led to the hypothesis that the TRN is responsible for oscillatory phenomena, such as sleep spindles and absence seizures. However, there is emerging evidence that open-loop circuits are also found between TRN and TC cells. The implications of open-loop configurations are not yet known, particularly when they include time-dependent nonlinearities in TC cells such as low-threshold bursting. We hypothesized that low-threshold bursting in an open-loop circuit could be a mechanism by which the TRN could paradoxically enhance TC activation, and that enhancement would depend on the relative timing of TRN vs. TC cell stimulation. To test this, we modeled small circuits containing TC neurons, TRN neurons, and layer 4 thalamorecipient cells in both open- and closed-loop configurations. We found that open-loop TRN stimulation, rather than universally depressing TC activation, increased cortical output across a broad parameter space, modified the filter properties of TC neurons, and altered the mutual information between input and output in a frequency-dependent and T-type calcium channel-dependent manner. Therefore, an open-loop model of TRN-TC interactions, rather than suppressing transmission through the thalamus, creates a tunable filter whose properties may be modified by outside influences onto the TRN. These simulations make experimentally testable predictions about the potential role for the TRN for flexible enhancement of cortical activation.
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Affiliation(s)
- Adam M Willis
- Department of Neurology, San Antonio Military Medical Center, Fort Sam Houston, Texas; Department of Theoretical and Applied Mechanics, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Bernard J Slater
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Ekaterina D Gribkova
- Department of Molecular and Integrative Physiology, University of Illinois at Urbana-Champaign, Urbana, Illinois; and
| | - Daniel A Llano
- Neuroscience Program, University of Illinois at Urbana-Champaign, Urbana, Illinois; Department of Molecular and Integrative Physiology, University of Illinois at Urbana-Champaign, Urbana, Illinois; and Beckman Institute for Advanced Science and Technology, Urbana, Illinois
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30
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Elijah DH, Samengo I, Montemurro MA. Thalamic neuron models encode stimulus information by burst-size modulation. Front Comput Neurosci 2015; 9:113. [PMID: 26441623 PMCID: PMC4585143 DOI: 10.3389/fncom.2015.00113] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2015] [Accepted: 08/28/2015] [Indexed: 11/13/2022] Open
Abstract
Thalamic neurons have been long assumed to fire in tonic mode during perceptive states, and in burst mode during sleep and unconsciousness. However, recent evidence suggests that bursts may also be relevant in the encoding of sensory information. Here, we explore the neural code of such thalamic bursts. In order to assess whether the burst code is generic or whether it depends on the detailed properties of each bursting neuron, we analyzed two neuron models incorporating different levels of biological detail. One of the models contained no information of the biophysical processes entailed in spike generation, and described neuron activity at a phenomenological level. The second model represented the evolution of the individual ionic conductances involved in spiking and bursting, and required a large number of parameters. We analyzed the models' input selectivity using reverse correlation methods and information theory. We found that n-spike bursts from both models transmit information by modulating their spike count in response to changes to instantaneous input features, such as slope, phase, amplitude, etc. The stimulus feature that is most efficiently encoded by bursts, however, need not coincide with one of such classical features. We therefore searched for the optimal feature among all those that could be expressed as a linear transformation of the time-dependent input current. We found that bursting neurons transmitted 6 times more information about such more general features. The relevant events in the stimulus were located in a time window spanning ~100 ms before and ~20 ms after burst onset. Most importantly, the neural code employed by the simple and the biologically realistic models was largely the same, implying that the simple thalamic neuron model contains the essential ingredients that account for the computational properties of the thalamic burst code. Thus, our results suggest the n-spike burst code is a general property of thalamic neurons.
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Affiliation(s)
- Daniel H Elijah
- Faculty of Life Sciences, The University of Manchester Manchester, UK
| | - Inés Samengo
- Statistical and Interdisciplinary Physics Group, Instituto Balseiro and Centro Atómico Bariloche San Carlos de Bariloche, Argentina
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