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Kleeva D, Soghoyan G, Biktimirov A, Piliugin N, Matvienko Y, Sintsov M, Lebedev M. Modulations in high-density EEG during the suppression of phantom-limb pain with neurostimulation in upper limb amputees. Cereb Cortex 2024; 34:bhad504. [PMID: 38220575 DOI: 10.1093/cercor/bhad504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/12/2023] [Accepted: 11/13/2023] [Indexed: 01/16/2024] Open
Abstract
Phantom limb pain (PLP) is a distressing and persistent sensation that occurs after the amputation of a limb. While medication-based treatments have limitations and adverse effects, neurostimulation is a promising alternative approach whose mechanism of action needs research, including electroencephalographic (EEG) recordings for the assessment of cortical manifestation of PLP relieving effects. Here we collected and analyzed high-density EEG data in 3 patients (P01, P02, and P03). Peripheral nerve stimulation suppressed PLP in P01 but was ineffective in P02. In contrast, transcutaneous electrical nerve stimulation was effective in P02. In P03, spinal cord stimulation was used to suppress PLP. Changes in EEG oscillatory components were analyzed using spectral analysis and Petrosian fractal dimension. With these methods, changes in EEG spatio-spectral components were found in the theta, alpha, and beta bands in all patients, with these effects being specific to each individual. The changes in the EEG patterns were found for both the periods when PLP level was stationary and the periods when PLP was gradually changing after neurostimulation was turned on or off. Overall, our findings align with the proposed roles of brain rhythms in thalamocortical dysrhythmia or disruption of cortical excitation and inhibition which has been linked to neuropathic pain. The individual differences in the observed effects could be related to the specifics of each patient's treatment and the unique spectral characteristics in each of them. These findings pave the way to the closed-loop systems for PLP management where neurostimulation parameters are adjusted based on EEG-derived markers.
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Affiliation(s)
- Daria Kleeva
- Vladimir Zelman Center for Neurobiology and Brain Rehabilitation, Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p. 1, Moscow 121205, Russia
- MSU Institute for Artificial Intelligence, Lomonosov Moscow State University
| | - Gurgen Soghoyan
- Vladimir Zelman Center for Neurobiology and Brain Rehabilitation, Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p. 1, Moscow 121205, Russia
| | - Artur Biktimirov
- Laboratory of Experimental and Translational Medicine, School of Biomedicine, Far Eastern Federal University
| | - Nikita Piliugin
- Vladimir Zelman Center for Neurobiology and Brain Rehabilitation, Skolkovo Institute of Science and Technology, Bolshoy Boulevard, 30, p. 1, Moscow 121205, Russia
| | | | | | - Mikhail Lebedev
- MSU Institute for Artificial Intelligence, Lomonosov Moscow State University
- Faculty of Mechanics and Mathematics, Lomonosov Moscow State University
- Sechenov Institute of Evolutionary Physiology and Biochemistry of the Russian Academy of Sciences
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2
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Gainutdinov A, Shipkov D, Sintsov M, Fabrizi L, Nasretdinov A, Khazipov R, Valeeva G. Somatosensory-Evoked Early Sharp Waves in the Neonatal Rat Hippocampus. Int J Mol Sci 2023; 24:8721. [PMID: 37240066 PMCID: PMC10217913 DOI: 10.3390/ijms24108721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 05/05/2023] [Accepted: 05/11/2023] [Indexed: 05/28/2023] Open
Abstract
The developing entorhinal-hippocampal system is embedded within a large-scale bottom-up network, where spontaneous myoclonic movements, presumably via somatosensory feedback, trigger hippocampal early sharp waves (eSPWs). The hypothesis, that somatosensory feedback links myoclonic movements with eSPWs, implies that direct somatosensory stimulation should also be capable of evoking eSPWs. In this study, we examined hippocampal responses to electrical stimulation of the somatosensory periphery in urethane-anesthetized, immobilized neonatal rat pups using silicone probe recordings. We found that somatosensory stimulation in ~33% of the trials evoked local field potential (LFP) and multiple unit activity (MUA) responses identical to spontaneous eSPWs. The somatosensory-evoked eSPWs were delayed from the stimulus, on average, by 188 ms. Both spontaneous and somatosensory-evoked eSPWs (i) had similar amplitude of ~0.5 mV and half-duration of ~40 ms, (ii) had similar current-source density (CSD) profiles, with current sinks in CA1 strata radiatum, lacunosum-moleculare and DG molecular layer and (iii) were associated with MUA increase in CA1 and DG. Our results indicate that eSPWs can be triggered by direct somatosensory stimulations and support the hypothesis that sensory feedback from movements is involved in the association of eSPWs with myoclonic movements in neonatal rats.
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Affiliation(s)
- Azat Gainutdinov
- Institut de Neurobiologie de la Méditerranée (INMED U1249), Aix-Marseille University, 13273 Marseille, France;
| | - Dmitrii Shipkov
- Laboratory of Neurobiology, Kazan Federal University, 420008 Kazan, Russia (M.S.); (L.F.); (G.V.)
| | - Mikhail Sintsov
- Laboratory of Neurobiology, Kazan Federal University, 420008 Kazan, Russia (M.S.); (L.F.); (G.V.)
| | - Lorenzo Fabrizi
- Laboratory of Neurobiology, Kazan Federal University, 420008 Kazan, Russia (M.S.); (L.F.); (G.V.)
- Department of Neuroscience, Physiology and Pharmacology, University College London, London WC1E 6BT, UK
| | - Azat Nasretdinov
- Laboratory of Neurobiology, Kazan Federal University, 420008 Kazan, Russia (M.S.); (L.F.); (G.V.)
| | - Roustem Khazipov
- Institut de Neurobiologie de la Méditerranée (INMED U1249), Aix-Marseille University, 13273 Marseille, France;
- Laboratory of Neurobiology, Kazan Federal University, 420008 Kazan, Russia (M.S.); (L.F.); (G.V.)
| | - Guzel Valeeva
- Laboratory of Neurobiology, Kazan Federal University, 420008 Kazan, Russia (M.S.); (L.F.); (G.V.)
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Soghoyan G, Biktimirov A, Matvienko Y, Chekh I, Sintsov M, Lebedev MA. Peripheral nerve stimulation enables somatosensory feedback while suppressing phantom limb pain in transradial amputees. Brain Stimul 2023; 16:756-758. [PMID: 37100202 DOI: 10.1016/j.brs.2023.04.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 04/22/2023] [Indexed: 04/28/2023] Open
Abstract
To simultaneously treat phantom limb pain (PLP) and restore somatic sensations using peripheral nerve stimulation (PNS), two bilateral transradial amputees were implanted with stimulating electrodes in the proximity of the medial, ulnar and radial nerves. Application of PNS evoked tactile and proprioceptive sensations in the phantom hand. Both patients learned to determine the shape of invisible objects by scanning a computer tablet with a stylus while receiving feedback based on PNS or transcutaneous electrical nerve stimulation (TENS). Оne patient learned to use PNS as feedback from the prosthetic hand that grasped objects of different sizes. PNS abolished PLP completely in one patient and reduced it by 40-70% in the other. We suggest incorporating PNS and/or TENS in active tasks to reduce PLP and restore sensations in amputees.
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Affiliation(s)
- Gurgen Soghoyan
- Vladimir Zelman Center for Neurobiology and Brain Rehabilitation, Skolkovo Institute of Science and Technology, Moscow, Russia.
| | - Artur Biktimirov
- Laboratory of Experimental and Translational Medicine, School of Medicine, Far Eastern Federal University, Vladivostok, Russia; Motorica LLC, Moscow, Russia; Far Eastern Federal University, Medical Center, Department of Neurosurgery, 10 k 25, settlement Ajax, Russky Island, 690922, Vladivostok, Russia
| | | | | | - Mikhail Sintsov
- Vladimir Zelman Center for Neurobiology and Brain Rehabilitation, Skolkovo Institute of Science and Technology, Moscow, Russia; Motorica LLC, Moscow, Russia
| | - Mikhail A Lebedev
- Faculty of Mechanics and Mathematics, Lomonosov Moscow State University, Moscow, Russia; Sechenov Institute of Evolutionary Physiology and Biochemistry of the Russian Academy of Sciences, Saint-Petersburg, Russia
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Juzekaeva E, Nasretdinov A, Gainutdinov A, Sintsov M, Mukhtarov M, Khazipov R. Preferential Initiation and Spread of Anoxic Depolarization in Layer 4 of Rat Barrel Cortex. Front Cell Neurosci 2017; 11:390. [PMID: 29326550 PMCID: PMC5736969 DOI: 10.3389/fncel.2017.00390] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 11/27/2017] [Indexed: 12/20/2022] Open
Abstract
Anoxic depolarization (AD) is a hallmark of ischemic brain damage. AD is associated with a spreading wave of neuronal depolarization and an increase in light transmittance. However, initiation and spread of AD across the layers of the somatosensory cortex, which is one of the most frequently affected brain regions in ischemic stroke, remains largely unknown. Here, we explored the initiation and propagation of AD in slices of the rat barrel cortex using extracellular local field potential (LFP) recordings and optical intrinsic signal (OIS) recordings. We found that ischemia-like conditions induced by oxygen-glucose deprivation (OGD) evoked AD, which manifested as a large negative LFP shift and an increase in light transmittance. AD typically initiated in one or more barrels and further spread across the entire slice with a preferential propagation through L4. Elevated extracellular potassium concentration accelerated the AD onset without affecting proneness of L4 to AD. In live slices, barrels were most heavily labeled by the metabolic level marker 2,3,5-triphenyltetrazolium chloride, suggesting that the highest metabolic demand is in L4 when compared to the other layers. Thus, L4 is the layer of the barrel cortex most prone to AD, which may be due to the highest metabolic demand and cell density in this layer.
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Affiliation(s)
- Elvira Juzekaeva
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
| | - Azat Nasretdinov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
| | - Azat Gainutdinov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
| | - Mikhail Sintsov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
| | - Marat Mukhtarov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
| | - Roustem Khazipov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia.,INMED - Institut National de la Santé et de la Recherche Médicale, Aix-Marseille University, Marseille, France
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Sintsov M, Suchkov D, Khazipov R, Minlebaev M. Developmental Changes in Sensory-Evoked Optical Intrinsic Signals in the Rat Barrel Cortex. Front Cell Neurosci 2017; 11:392. [PMID: 29311827 PMCID: PMC5733043 DOI: 10.3389/fncel.2017.00392] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Accepted: 11/27/2017] [Indexed: 12/17/2022] Open
Abstract
Optical Intrinsic Signal imaging (OISi) is a powerful technique for optical brain studies. OIS mainly reflects the hemodynamic response (HR) and metabolism, but it may also involve changes in tissue light scattering (LS) caused by transient cellular swelling in the active tissue. Here, we explored the developmental features of sensory-evoked OIS in the rat barrel cortex during the first 3 months after birth. Multispectral OISi revealed that two temporally distinct components contribute to the neonatal OIS: an early phase of LS followed by a late phase of HR. The contribution of LS to the early response was also evidenced by an increase in light transmission through the active barrel. The early OIS phase correlated in time and amplitude with the sensory-evoked electrophysiological response. Application of the Modified Beer-Lambert Law (MBLL) to the OIS data revealed that HR during the early phase involved only a slight decrease in blood oxygenation without any change in blood volume. In contrast, HR during the late phase manifested an adult-like increase in blood volume and oxygenation. During development, the peak time of the delayed HR progressively shortened with age, nearly reaching the stimulus onset and overlapping with the early LS phase by the fourth postnatal week. Thus, LS contributes to the sensory-evoked OIS in the barrel cortex of rats at all ages, and it dominates the early OIS phase in neonatal rats due to delayed HR. Our results are also consistent with the delayed blood oxygen level dependent (BOLD) signal in human preterm infants.
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Affiliation(s)
- Mikhail Sintsov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
| | - Dmitrii Suchkov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
| | - Rustem Khazipov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia.,INMED-INSERM U901, Aix-Marseille University, Marseille, France
| | - Marat Minlebaev
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia.,INMED-INSERM U901, Aix-Marseille University, Marseille, France
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Kaminska A, Delattre V, Laschet J, Dubois J, Labidurie M, Duval A, Manresa A, Magny JF, Hovhannisyan S, Mokhtari M, Ouss L, Boissel A, Hertz-Pannier L, Sintsov M, Minlebaev M, Khazipov R, Chiron C. Cortical Auditory-Evoked Responses in Preterm Neonates: Revisited by Spectral and Temporal Analyses. Cereb Cortex 2017; 28:3429-3444. [DOI: 10.1093/cercor/bhx206] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Indexed: 11/12/2022] Open
Affiliation(s)
- A Kaminska
- INSERM U1129, Paris, France
- Paris Descartes University, Sorbonne Paris Cité, Paris, France
- CEA, 91191 Gif sur Yvette, France
- Department of Clinical Neurophysiology, AP-HP, Necker-Enfants Malades Hospital, Paris, France
| | - V Delattre
- INSERM U1129, Paris, France
- Paris Descartes University, Sorbonne Paris Cité, Paris, France
- CEA, 91191 Gif sur Yvette, France
- Neurospin, UNIACT, CEA, Gif sur Yvette, France
| | - J Laschet
- INSERM U1129, Paris, France
- Paris Descartes University, Sorbonne Paris Cité, Paris, France
- CEA, 91191 Gif sur Yvette, France
| | - J Dubois
- INSERM U992, CEA/DRF/I2BM/Neurospin/UNICOG, Gif-sur-Yvette, France
- Paris Saclay University, Paris-Sud University, Gif-sur-Yvette, France
| | - M Labidurie
- INSERM U1129, Paris, France
- Paris Descartes University, Sorbonne Paris Cité, Paris, France
- CEA, 91191 Gif sur Yvette, France
| | - A Duval
- INSERM U1129, Paris, France
- Paris Descartes University, Sorbonne Paris Cité, Paris, France
- CEA, 91191 Gif sur Yvette, France
- Neurospin, UNIACT, CEA, Gif sur Yvette, France
| | - A Manresa
- Laboratory of Psychology and Neurosciences (LPN) (EA 47000), Rouen University, Rouen, France
| | - J -F Magny
- Neonatal Intensive Care Unit, AP-HP, Necker-Enfants Malades Hospital, Paris, France
| | - S Hovhannisyan
- Neonatal Intensive Care Unit, AP-HP, Necker-Enfants Malades Hospital, Paris, France
| | - M Mokhtari
- Neonatal Intensive Care Unit, AP-HP, Bicetre Hospital, Kremlin-Bicetre, France
| | - L Ouss
- Department of Pediatric Neurology, AP-HP, Necker-Enfants Malades Hospital, Paris, France
| | - A Boissel
- Laboratory of Psychology and Neurosciences (LPN) (EA 47000), Rouen University, Rouen, France
| | - L Hertz-Pannier
- INSERM U1129, Paris, France
- Paris Descartes University, Sorbonne Paris Cité, Paris, France
- CEA, 91191 Gif sur Yvette, France
- Neurospin, UNIACT, CEA, Gif sur Yvette, France
| | - M Sintsov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
| | - M Minlebaev
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
- INSERM U901/ INMED, Aix-Marseille University, Marseille, France
| | - R Khazipov
- Laboratory of Neurobiology, Kazan Federal University, Kazan, Russia
- INSERM U901/ INMED, Aix-Marseille University, Marseille, France
| | - C Chiron
- INSERM U1129, Paris, France
- Paris Descartes University, Sorbonne Paris Cité, Paris, France
- CEA, 91191 Gif sur Yvette, France
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Sintsov M, Suchkov D, Khazipov R, Minlebaev M. Improved Recordings of the Optical Intrinsic Signals in the Neonatal Rat Barrel Cortex. BioNanoSci 2017. [DOI: 10.1007/s12668-016-0359-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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8
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Polovinkin V, Gushchin I, Sintsov M, Round E, Balandin T, Chervakov P, Shevchenko V, Utrobin P, Popov A, Borshchevskiy V, Mishin A, Kuklin A, Willbold D, Chupin V, Popot JL, Gordeliy V. Erratum to: High-Resolution Structure of a Membrane Protein Transferred from Amphipol to a Lipidic Mesophase. J Membr Biol 2017; 250:237. [PMID: 28229180 DOI: 10.1007/s00232-017-9949-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- V Polovinkin
- Univ. Grenoble Alpes, IBS, 38044, Grenoble, France.,CNRS, IBS, 38044, Grenoble, France.,CEA, IBS, 38044, Grenoble, France.,Laboratory for Advanced Studies of Membrane Proteins, Moscow Institute of Physics and Technology, 141700, Dolgoprudny, Moscow Region, Russia
| | - I Gushchin
- Univ. Grenoble Alpes, IBS, 38044, Grenoble, France.,CNRS, IBS, 38044, Grenoble, France.,CEA, IBS, 38044, Grenoble, France.,Laboratory for Advanced Studies of Membrane Proteins, Moscow Institute of Physics and Technology, 141700, Dolgoprudny, Moscow Region, Russia
| | - M Sintsov
- Laboratory for Advanced Studies of Membrane Proteins, Moscow Institute of Physics and Technology, 141700, Dolgoprudny, Moscow Region, Russia
| | - E Round
- Institute of Complex Systems (ICS), ICS-6: Structural Biochemistry, Research Centre Juelich, 52425, Juelich, Germany
| | - T Balandin
- Institute of Complex Systems (ICS), ICS-6: Structural Biochemistry, Research Centre Juelich, 52425, Juelich, Germany
| | - P Chervakov
- Institute of Complex Systems (ICS), ICS-6: Structural Biochemistry, Research Centre Juelich, 52425, Juelich, Germany
| | - V Shevchenko
- Institute of Complex Systems (ICS), ICS-6: Structural Biochemistry, Research Centre Juelich, 52425, Juelich, Germany
| | - P Utrobin
- Univ. Grenoble Alpes, IBS, 38044, Grenoble, France.,CNRS, IBS, 38044, Grenoble, France.,CEA, IBS, 38044, Grenoble, France
| | - A Popov
- European Synchrotron Radiation Facility, 38027, Grenoble, France
| | - V Borshchevskiy
- Laboratory for Advanced Studies of Membrane Proteins, Moscow Institute of Physics and Technology, 141700, Dolgoprudny, Moscow Region, Russia.,Institute of Complex Systems (ICS), ICS-6: Structural Biochemistry, Research Centre Juelich, 52425, Juelich, Germany
| | - A Mishin
- Laboratory for Advanced Studies of Membrane Proteins, Moscow Institute of Physics and Technology, 141700, Dolgoprudny, Moscow Region, Russia
| | - A Kuklin
- Frank Laboratory of Neutron Physics, Joint Institute for Nuclear Research, 141980, Dubna, Moscow Region, Russia
| | - D Willbold
- Institute of Complex Systems (ICS), ICS-6: Structural Biochemistry, Research Centre Juelich, 52425, Juelich, Germany.,Institut für Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, 40225, Düsseldorf, Germany
| | - V Chupin
- Laboratory for Advanced Studies of Membrane Proteins, Moscow Institute of Physics and Technology, 141700, Dolgoprudny, Moscow Region, Russia
| | - J-L Popot
- Laboratoire de Physico-Chimie Moléculaire des Membranes Biologiques, UMR 7099, Institut de Biologie Physico-Chimique (CNRS FRC 550), Centre National de la Recherche Scientifique and Université Paris-7, 13 rue Pierre et Marie Curie, 75005, Paris, France
| | - V Gordeliy
- Univ. Grenoble Alpes, IBS, 38044, Grenoble, France. .,CNRS, IBS, 38044, Grenoble, France. .,CEA, IBS, 38044, Grenoble, France. .,Laboratory for Advanced Studies of Membrane Proteins, Moscow Institute of Physics and Technology, 141700, Dolgoprudny, Moscow Region, Russia. .,Institute of Complex Systems (ICS), ICS-6: Structural Biochemistry, Research Centre Juelich, 52425, Juelich, Germany.
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Suchkov D, Sintsov M, Sharipzyanova L, Khazipov R, Minlebaev M. Attenuation of the Early Gamma Oscillations During the Sensory-Evoked Response in the Neonatal Rat Barrel Cortex. BioNanoSci 2016. [DOI: 10.1007/s12668-016-0289-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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