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Mannan ZI, Kim H, Chua L. Implementation of Neuro-Memristive Synapse for Long-and Short-Term Bio-Synaptic Plasticity. SENSORS 2021; 21:s21020644. [PMID: 33477650 PMCID: PMC7831501 DOI: 10.3390/s21020644] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Revised: 01/12/2021] [Accepted: 01/14/2021] [Indexed: 11/16/2022]
Abstract
In this paper, we propose a complex neuro-memristive synapse that exhibits the physiological acts of synaptic potentiation and depression of the human-brain. Specifically, the proposed neuromorphic synapse efficiently imitates the synaptic plasticity, especially long-term potentiation (LTP) and depression (LTD), and short-term facilitation (STF) and depression (STD), phenomena of a biological synapse. Similar to biological synapse, the short- or long-term potentiation (STF and LTP) or depression (STD or LTD) of the memristive synapse are distinguished on the basis of time or repetition of input cycles. The proposed synapse is also designed to exhibit the effect of reuptake and neurotransmitters diffusion processes of a bio-synapse. In addition, it exhibits the distinct bio-realistic attributes, i.e., strong stimulation, exponentially decaying conductance trace of synapse, and voltage dependent synaptic responses, of a neuron. The neuro-memristive synapse is designed in SPICE and its bio-realistic functionalities are demonstrated via various simulations.
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Affiliation(s)
- Zubaer I. Mannan
- Division of Electronics and Information Engineering and Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju 567-54896, Korea;
| | - Hyongsuk Kim
- Division of Electronics Engineering and Core Research Institute of Intelligent Robots, Jeonbuk National University, Jeonju 567-54896, Korea
- Correspondence:
| | - Leon Chua
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720-1770, USA;
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Mannan ZI, Adhikari SP, Yang C, Budhathoki RK, Kim H, Chua L. Memristive Imitation of Synaptic Transmission and Plasticity. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2019; 30:3458-3470. [PMID: 30762570 DOI: 10.1109/tnnls.2019.2892385] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
In this paper, a memristive artificial neural circuit imitating the excitatory chemical synaptic transmission of biological synapse is designed. The proposed memristor-based neural circuit exhibits synaptic plasticity, one of the important neurochemical foundations for learning and memory, which is demonstrated via the efficient imitation of short-term facilitation and long-term potentiation. Moreover, the memristive artificial circuit also mimics the distinct biological attributes of strong stimulation and deficient synthesis of neurotransmitters. The proposed artificial neural model is designed in SPICE, and the biological functionalities are demonstrated via various simulations. The simulation results obtained with the proposed artificial synapse are similar to the biological features of chemical synaptic transmission and synaptic plasticity.
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Abstract
The acquisition of associated signals is commonly seen in life. The integrative storage of these exogenous and endogenous signals is essential for cognition, emotion and behaviors. In terms of basic units of memory traces or engrams, associative memory cells are recruited in the brain during learning, cognition and emotional reactions. The recruitment and refinement of associative memory cells facilitate the retrieval of memory-relevant events and the learning of reorganized unitary signals that have been acquired. The recruitment of associative memory cells is fulfilled by generating mutual synapse innervations among them in coactivated brain regions. Their axons innervate downstream neurons convergently and divergently to recruit secondary associative memory cells. Mutual synapse innervations among associative memory cells confer the integrative storage and reciprocal retrieval of associated signals. Their convergent synapse innervations to secondary associative memory cells endorse integrative cognition. Their divergent innervations to secondary associative memory cells grant multiple applications of associated signals. Associative memory cells in memory traces are defined to be nerve cells that are able to encode multiple learned signals and receive synapse innervations carrying these signals. An impairment in the recruitment and refinement of associative memory cells will lead to the memory deficit associated with neurological diseases and psychological disorders. This review presents a comprehensive diagram for the recruitment and refinement of associative memory cells for memory-relevant events in a lifetime.
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Affiliation(s)
- Jin-Hui Wang
- College of Life Sciences, Chinese Academy of Sciences, Beijing, 100049, China
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4
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Feng J, Lu W, Wang GY, Zhu ZM, Sun Y, Du K, Wang JH. Cell-specific plasticity associated with integrative memory of triple sensory signals in the barrel cortex. Oncotarget 2018; 9:30962-30978. [PMID: 30123420 PMCID: PMC6089555 DOI: 10.18632/oncotarget.25740] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Accepted: 03/06/2018] [Indexed: 01/08/2023] Open
Abstract
Neuronal plasticity occurs in associative memory. Associative memory cells are recruited for the integration and storage of associated signals. The coordinated refinements and interactions of associative memory cells including glutamatergic and GABAergic neurons remain elusive, which we have examined in a mouse model of associative learning. Paired olfaction, tail and whisker stimulations lead to odorant-induced and tail-induced whisker motions alongside whisker-induced whisker motion. In mice that show this cross-modal associative memory, barrel cortical glutamatergic and GABAergic neurons are recruited to encode the newly learned odor and tail signals alongside the innate whisker signal. These glutamatergic neurons are functionally upregulated, and GABAergic neurons are refined in a homeostatic manner. The mutual innervations between these glutamatergic and GABAergic neurons are upregulated. Therefore, the co-activations of sensory cortices by pairing the input signals recruit their glutamatergic and GABAergic neurons to be associative memory cells, which undergo coordinated refinement among glutamatergic and GABAergic neurons as well as homeostatic plasticity among subcellular compartments in order to drive these cells toward the optimal state for the integrative storage of associated signals.
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Affiliation(s)
- Jing Feng
- Department of Biology, University of Science and Technology China, Hefei, China
- Institute of Biophysics and University of Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Wei Lu
- Department of Biology, University of Science and Technology China, Hefei, China
- Institute of Biophysics and University of Chinese Academy of Sciences, Beijing, China
- Qingdao University, School of Pharmacy, Shandong, China
| | | | - Zhao-Ming Zhu
- Qingdao University, School of Pharmacy, Shandong, China
| | - Yan Sun
- Qingdao University, School of Pharmacy, Shandong, China
| | - Kaixin Du
- Qingdao University, School of Pharmacy, Shandong, China
| | - Jin-Hui Wang
- Department of Biology, University of Science and Technology China, Hefei, China
- Institute of Biophysics and University of Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
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Lu W, Feng J, Wen B, Wang K, Wang JH. Activity-induced spontaneous spikes in GABAergic neurons suppress seizure discharges: an implication of computational modeling. Oncotarget 2018; 8:32384-32397. [PMID: 28427143 PMCID: PMC5464796 DOI: 10.18632/oncotarget.15660] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 02/13/2017] [Indexed: 11/28/2022] Open
Abstract
Background Epilepsy, a prevalent neurological disorder, appears self-termination. The endogenous mechanism for seizure self-termination remains to be addressed in order to develop new strategies for epilepsy treatment. We aim to examine the role of activity-induced spontaneous spikes at GABAergic neurons as an endogenous mechanism in the seizure self-termination. Methods and Results Neuronal spikes were induced by depolarization pulses at cortical GABAergic neurons from temporal lobe epilepsy patients and mice, in which some of these neurons fired activity-induced spontaneous spikes. Neural networks including excitatory and inhibitory neurons were computationally constructed, and their functional properties were based on our studies from whole-cell recordings. With the changes in the portion and excitability of inhibitory neurons that generated activity-induced spontaneous spike, the efficacies to suppress synchronous seizure activity were analyzed, such as its onset time, decay slope and spike frequency. The increases in the proportion and excitability of inhibitory neurons that generated activity-induced spontaneous spikes effectively suppressed seizure activity in neural networks. These factors synergistically strengthened the efficacy of seizure activity suppression. Conclusion Our study supports a notion that activity-induced spontaneous spikes in GABAergic neurons may be an endogenous mechanism for seizure self-termination. A potential therapeutic strategy for epilepsy is to upregulate the cortical inhibitory neurons that generate activity-induced spontaneous spikes.
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Affiliation(s)
- Wei Lu
- Qingdao University, School of Pharmacy, Qingdao, Shandong, China
| | - Jing Feng
- Qingdao University, School of Pharmacy, Qingdao, Shandong, China.,State Key Lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Bo Wen
- State Key Lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Kewei Wang
- Qingdao University, School of Pharmacy, Qingdao, Shandong, China
| | - Jin-Hui Wang
- Qingdao University, School of Pharmacy, Qingdao, Shandong, China.,State Key Lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.,University of Chinese Academy of Sciences, Beijing, China
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Abstract
The acquisition, integration and storage of exogenous associated signals are termed as associative learning and memory. The consequences and processes of associative thinking and logical reasoning based on these stored exogenous signals can be memorized as endogenous signals, which are essential for decision making, intention, and planning. Associative memory cells recruited in these primary and secondary associative memories are presumably the foundation for the brain to fulfill cognition events and emotional reactions in life, though the plasticity of synaptic connectivity and neuronal activity has been believed to be involved in learning and memory. Current reports indicate that associative memory cells are recruited by their mutual synapse innervations among co-activated brain regions to fulfill the integration, storage and retrieval of associated signals. The activation of these associative memory cells initiates information recall in the mind, and the successful activation of their downstream neurons endorses memory presentations through behaviors and emotion reactions. In this review, we aim to draw a comprehensive diagram for associative memory cells, working principle and modulation, as well as propose their roles in cognition, emotion and behaviors.
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Affiliation(s)
- Jin-Hui Wang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100101, China
- School of Pharmacy, Qingdao University, Qingdao, Shandong, 266021, China
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
| | - Shan Cui
- School of Pharmacy, Qingdao University, Qingdao, Shandong, 266021, China
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
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Liu Y, Ge R, Zhao X, Guo R, Huang L, Zhao S, Guan S, Lu W, Cui S, Wang S, Wang JH. Activity strengths of cortical glutamatergic and GABAergic neurons are correlated with transgenerational inheritance of learning ability. Oncotarget 2017; 8:112401-112416. [PMID: 29348834 PMCID: PMC5762519 DOI: 10.18632/oncotarget.19918] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 07/26/2017] [Indexed: 11/25/2022] Open
Abstract
The capabilities of learning and memory in parents are presumably transmitted to their offsprings, in which genetic codes and epigenetic regulations are thought as molecular bases. As neural plasticity occurs during memory formation as cellular mechanism, we aim to examine the correlation of activity strengths at cortical glutamatergic and GABAergic neurons to the transgenerational inheritance of learning ability. In a mouse model of associative learning, paired whisker and odor stimulations led to odorant-induced whisker motion, whose onset appeared fast (high learning efficiency, HLE) or slow (low learning efficiency, LLE). HLE male and female mice, HLE female and LLE male mice as well as HLE male and LLE female mice were cross-mated to have their first generation of offsprings, filials (F1). The onset of odorant-induced whisker motion appeared a sequence of high-to-low efficiency in three groups of F1 mice that were from HLE male and female mice, HLE female and LLE male mice as well as HLE male and LLE female mice. Activities related to glutamatergic neurons in barrel cortices appeared a sequence of high-to-low strength in these F1 mice from HLE male and female mice, HLE female and LLE male mice as well as HLE male and LLE female mice. Activities related to GABAergic neurons in barrel cortices appeared a sequence of low-to-high strength in these F1 mice from HLE male and female mice, HLE female and LLE male mice as well as HLE male and LLE female mice. Neuronal activity strength was linearly correlated to learning efficiency among three groups. Thus, the coordinated activities at glutamatergic and GABAergic neurons may constitute the cellular basis for the transgenerational inheritance of learning ability.
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Affiliation(s)
- Yulong Liu
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Rongjing Ge
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Xin Zhao
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Rui Guo
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Li Huang
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Shidi Zhao
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Sudong Guan
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Wei Lu
- Qingdao University, School of Pharmacy, Shandong 266021, China
| | - Shan Cui
- Institute of Biophysics and University of Chinese Academy of Sciences, Beijing 100101, China
| | - Shirlene Wang
- Department of Psychiatry, Northwestern University, Feinberg School of Medicine, Chicago, IL 60091, USA
| | - Jin-Hui Wang
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
- Institute of Biophysics and University of Chinese Academy of Sciences, Beijing 100101, China
- Qingdao University, School of Pharmacy, Shandong 266021, China
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Liu Y, Gao Z, Chen C, Wen B, Huang L, Ge R, Zhao S, Fan R, Feng J, Lu W, Wang L, Wang JH. Piriform cortical glutamatergic and GABAergic neurons express coordinated plasticity for whisker-induced odor recall. Oncotarget 2017; 8:95719-95740. [PMID: 29221161 PMCID: PMC5707055 DOI: 10.18632/oncotarget.21207] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Accepted: 08/17/2017] [Indexed: 12/15/2022] Open
Abstract
Neural plasticity occurs in learning and memory. Coordinated plasticity at glutamatergic and GABAergic neurons during memory formation remains elusive, which we investigate in a mouse model of associative learning by cellular imaging and electrophysiology. Paired odor and whisker stimulations lead to whisker-induced olfaction response. In mice that express this cross-modal memory, the neurons in the piriform cortex are recruited to encode newly acquired whisker signal alongside innate odor signal, and their response patterns to these associated signals are different. There are emerged synaptic innervations from barrel cortical neurons to piriform cortical neurons from these mice. These results indicate the recruitment of associative memory cells in the piriform cortex after associative memory. In terms of the structural and functional plasticity at these associative memory cells in the piriform cortex, glutamatergic neurons and synapses are upregulated, GABAergic neurons and synapses are downregulated as well as their mutual innervations are refined in the coordinated manner. Therefore, the associated activations of sensory cortices triggered by their input signals induce the formation of their mutual synapse innervations, the recruitment of associative memory cells and the coordinated plasticity between the GABAergic and glutamatergic neurons, which work for associative memory cells to encode cross-modal associated signals in their integration, associative storage and distinguishable retrieval.
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Affiliation(s)
- Yahui Liu
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Zilong Gao
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 10010, China
| | - Changfeng Chen
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Bo Wen
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 10010, China
| | - Li Huang
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Rongjing Ge
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Shidi Zhao
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Ruichen Fan
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Jing Feng
- Qingdao University, School of Pharmacy, Qingdao 266021, China
| | - Wei Lu
- Qingdao University, School of Pharmacy, Qingdao 266021, China
| | - Liping Wang
- University of Chinese Academy of Sciences, Beijing 100101, China
- Shengzheng Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Jin-Hui Wang
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 10010, China
- University of Chinese Academy of Sciences, Beijing 100101, China
- Qingdao University, School of Pharmacy, Qingdao 266021, China
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9
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Yang Z, Chen N, Ge R, Qian H, Wang JH. Functional compatibility between Purkinje cell axon branches and their target neurons in the cerebellum. Oncotarget 2017; 8:72424-72437. [PMID: 29069799 PMCID: PMC5641142 DOI: 10.18632/oncotarget.19770] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 06/28/2017] [Indexed: 01/10/2023] Open
Abstract
A neuron sprouts an axon, and its branches to innervate many target neurons that are divergent in their functions. In order to efficiently regulate the diversified cells, the axon branches should differentiate functionally to be compatible with their target neurons, i.e., a function compatibility between presynaptic and postsynaptic partners. We have examined this hypothesis by using electrophysiological method in the cerebellum, in which the main axon of Purkinje cell projected to deep nucleus cells and the recurrent axons innervated the adjacent Purkinje cells. The fidelity of spike propagation is superior in the recurrent branches than the main axon. The capabilities of encoding spikes and processing GABAergic inputs are advanced in Purkinje cells versus deep nucleus cells. The functional differences among Purkinje's axonal branches and their postsynaptic neurons are preset by the variable dynamics of their voltage-gated sodium channels. In addition, activity strengths between presynaptic and postsynaptic partners are proportionally correlated, i.e., active axonal branches innervate active target neurons, or vice versa. The physiological impact of the functional compatibility is to make the neurons in their circuits to be activated appropriately. In conclusion, each cerebellar Purkinje cell sprouts the differentiated axon branches to be compatible with the diversified target cells in their functions, in order to construct the homeostatic and efficient units for their coordinated activity in neural circuits.
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Affiliation(s)
- Zhilai Yang
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- Department of Anesthesiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Na Chen
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Rongjing Ge
- Department of Physiology, Bengbu Medical College, Bengbu 233000, China
| | - Hao Qian
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Jin-Hui Wang
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
- College of Life Science, University of Chinese Academy of Sciences, Beijing 100049, China
- Qingdao University, School of Pharmacy, Shandong 266021, China
- Department of Physiology, Bengbu Medical College, Bengbu 233000, China
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10
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Liu Z, Huang Y, Liu L, Zhang L. Inhibitions of PKC and CaMK-II synergistically rescue ischemia-induced astrocytic dysfunction. Neurosci Lett 2017; 657:199-203. [DOI: 10.1016/j.neulet.2017.08.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Revised: 08/02/2017] [Accepted: 08/07/2017] [Indexed: 01/29/2023]
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Zhao X, Huang L, Guo R, Liu Y, Zhao S, Guan S, Ge R, Cui S, Wang S, Wang JH. Coordinated Plasticity among Glutamatergic and GABAergic Neurons and Synapses in the Barrel Cortex Is Correlated to Learning Efficiency. Front Cell Neurosci 2017; 11:221. [PMID: 28798668 PMCID: PMC5526921 DOI: 10.3389/fncel.2017.00221] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 07/12/2017] [Indexed: 01/29/2023] Open
Abstract
Functional plasticity at cortical synapses and neurons is presumably associated with learning and memory. Additionally, coordinated refinement between glutamatergic and GABAergic neurons occurs in associative memory. If these assumptions are present, neuronal plasticity strength and learning efficiency should be correlated. We have examined whether neuronal plasticity strength and learning efficiency are quantitatively correlated in a mouse model of associative learning. Paired whisker and odor stimulations in mice induce odorant-induced whisker motions. The fully establishment of this associative memory appears fast and slow, which are termed as high learning efficiency and low learning efficiency, respectively. In the study of cellular mechanisms underlying this differential learning efficiency, we have compared the strength of neuronal plasticity in the barrel cortices that store associative signals from the mice with high vs. low learning efficiencies. Our results indicate that the levels of learning efficiency are linearly correlated with the upregulated strengths of excitatory synaptic transmission on glutamatergic neurons and their excitability, as well as the downregulated strengths of GABAergic neurons' excitability, their excitatory synaptic inputs and inhibitory synaptic outputs in layers II~III of barrel cortices. The correlations between learning efficiency in associative memory formation and coordinated plasticity at cortical glutamatergic and GABAergic neurons support the notion that the plasticity of associative memory cells is a basis for memory strength.
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Affiliation(s)
- Xin Zhao
- Department of Pathophysiology, Bengbu Medical CollegeBengbu, China
| | - Li Huang
- Department of Pathophysiology, Bengbu Medical CollegeBengbu, China
| | - Rui Guo
- Department of Pathophysiology, Bengbu Medical CollegeBengbu, China
| | - Yulong Liu
- Department of Pathophysiology, Bengbu Medical CollegeBengbu, China
| | - Shidi Zhao
- Department of Pathophysiology, Bengbu Medical CollegeBengbu, China
| | - Sudong Guan
- Department of Pathophysiology, Bengbu Medical CollegeBengbu, China
| | - Rongjing Ge
- Department of Pathophysiology, Bengbu Medical CollegeBengbu, China
| | - Shan Cui
- Laboratory of Brain and Cognitive Science, Institute of Biophysics and University of Chinese Academy of SciencesBeijing, China
- University of Chinese Academy of SciencesBeijing, China
| | - Shirlene Wang
- Department of Psychiatry and Behavioral Sciences, Northwestern University, Feinberg School of MedicineChicago, IL, United States
| | - Jin-Hui Wang
- Department of Pathophysiology, Bengbu Medical CollegeBengbu, China
- Laboratory of Brain and Cognitive Science, Institute of Biophysics and University of Chinese Academy of SciencesBeijing, China
- University of Chinese Academy of SciencesBeijing, China
- School of Pharmacy, Qingdao UniversityQingdao, China
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12
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Huang L, Wang C, Zhao S, Ge R, Guan S, Wang JH. PKC and CaMK-II inhibitions coordinately rescue ischemia-induced GABAergic neuron dysfunction. Oncotarget 2017; 8:39309-39322. [PMID: 28445148 PMCID: PMC5503615 DOI: 10.18632/oncotarget.16947] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 03/15/2017] [Indexed: 01/01/2023] Open
Abstract
Cerebral ischemia leads to neuronal death for stroke, in which the imbalance between glutamatergic neurons and GABAergic neurons toward neural excitotoxicity is presumably involved. GABAergic neurons are vulnerable to pathological factors and impaired in an early stage of ischemia. The rescue of GABAergic neurons is expected to be the strategy to reserve ischemic neuronal impairment. As protein kinase C (PKC) and calmodulin-dependent protein kinase II (CaMK-II) are activated during ischemia, we have investigated whether the inhibitions of these kinases rescue the ischemic impairment of cortical GABAergic neurons. The functions of GABAergic neurons were analyzed by whole-cell recording in the cortical slices during ischemia and in presence of 1-[N,O-bis(5-isoquinolinesulfonyl)-N-methyl-L-tyrosyl]-4-phenylpiperazine (CaMK-II inhibitor) and chelerythrine chloride (PKC inhibitor). Our results indicate that PKC inhibitor or CaMK-II inhibitor partially prevents ischemia-induced functional deficits of cortical GABAergic neurons. Moreover, the combination of PKC and CaMK-II inhibitors synergistically reverses this ischemia-induced deficit of GABAergic neurons. One of potential therapeutic strategies for ischemic stroke may be to rescue the ischemia-induced deficit of cortical GABAergic neurons by inhibiting PKC and CaMK-II.
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Affiliation(s)
- Li Huang
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Chun Wang
- Department of Endocrinology, The Second Affiliated Hospital of Bengbu Medical College, Bengbu 233040, China
| | - Shidi Zhao
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Rongjing Ge
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Sudong Guan
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
| | - Jin-Hui Wang
- Department of Pathophysiology, Bengbu Medical College, Bengbu 233000, China
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
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13
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Abstract
Associative learning and memory are common activities in life, and their cellular infrastructures constitute the basis of cognitive processes. Although neuronal plasticity emerges after memory formation, basic units and their working principles for the storage and retrieval of associated signals remain to be revealed. Current reports indicate that associative memory cells, through their mutual synapse innervations among the co-activated sensory cortices, are recruited to fulfill the integration, storage and retrieval of multiple associated signals, and serve associative thinking and logical reasoning. In this review, we aim to summarize associative memory cells in their formation, features and functional impacts.
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Affiliation(s)
- Jin-Hui Wang
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.,College of Life Sciences, Chinese Academy of Sciences, Beijing, 100101, China.,School of Pharmacy, Qingdao University, Qingdao, 266021, China
| | - Shan Cui
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.,College of Life Sciences, Chinese Academy of Sciences, Beijing, 100101, China
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14
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Abstract
Associative learning and memory are common activities in life, and their cellular infrastructures constitute the basis of cognitive processes. Although neuronal plasticity emerges after memory formation, basic units and their working principles for the storage and retrieval of associated signals remain to be revealed. Current reports indicate that associative memory cells, through their mutual synapse innervations among the co-activated sensory cortices, are recruited to fulfill the integration, storage and retrieval of multiple associated signals, and serve associative thinking and logical reasoning. In this review, we aim to summarize associative memory cells in their formation, features and functional impacts.
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Affiliation(s)
- Jin-Hui Wang
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, Chinese Academy of Sciences, Beijing, 100101, China
- School of Pharmacy, Qingdao University, Qingdao, 266021, China
| | - Shan Cui
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
- College of Life Sciences, Chinese Academy of Sciences, Beijing, 100101, China
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15
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Huang L, Wang C, Ge R, Ni H, Zhao S. Ischemia deteriorates spike encoding at cortical GABAergic neurons and cerebellar Purkinje cells by increasing the intracellular Ca 2. Brain Res Bull 2017; 131:55-61. [PMID: 28315396 DOI: 10.1016/j.brainresbull.2017.03.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Accepted: 03/10/2017] [Indexed: 11/16/2022]
Abstract
GABAergic neurons play a critical role in the central nervous system, such as well-organized behaviors. The ischemic cell death is presumably initiated by neuronal excitotoxicity resulted from the dysfunction of GABAergic neurons. It is not clear how ischemia influences different types of GABAergic neurons and whether intracellular Ca2+ plays a key role in the ischemic excitotoxicity. We have investigated this issue at cortical GABAergic neurons and cerebellar Purkinje cells by whole-cell recording in mouse brain slices, and the roles of intracellular Ca2+ are examined by BABTA infusion. Compare with the data from a group of control, ischemia causes by lowering purfusion rate lowers spike encoding at cortical GABAergic neurons and enhances encoding ability at cerebellar Purkinje cells. These differential effects of ischemia on spike encoding are mechanistically associated with the changes in the refractory periods and threshold potentials of sequential spikes. These ischemia-induced dysfunction of spike encoding at two types of GABAergic cells are prevented by BABTA infusion. Therefore, the ischemia destabilizes the spike encoding of GABAergic cells via raising intracellular Ca2+. Our findings indicate that ischemia preferentially causes the dysfunction of spike encoding at GABAergic neurons by the up-regulation of intracellular Ca2+ level, which leads to neuronal excitotoxicity.
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Affiliation(s)
- Li Huang
- Department of Pathophysiology, Bengbu Medical College, Bengbu, Anhui 233030, China
| | - Chun Wang
- Department of Endocrinology, The Second Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233040, China
| | - Rongjing Ge
- Department of Pathophysiology, Bengbu Medical College, Bengbu, Anhui 233030, China
| | - Hong Ni
- Department of Pathophysiology, Bengbu Medical College, Bengbu, Anhui 233030, China
| | - Shidi Zhao
- Department of Pathophysiology, Bengbu Medical College, Bengbu, Anhui 233030, China.
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Yan F, Gao Z, Chen P, Huang L, Wang D, Chen N, Wu R, Feng J, Cui S, Lu W, Wang JH. Coordinated Plasticity between Barrel Cortical Glutamatergic and GABAergic Neurons during Associative Memory. Neural Plast 2016; 2016:5648390. [PMID: 28070425 PMCID: PMC5192352 DOI: 10.1155/2016/5648390] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 10/16/2016] [Accepted: 11/09/2016] [Indexed: 12/22/2022] Open
Abstract
Neural plasticity is associated with memory formation. The coordinated refinement and interaction between cortical glutamatergic and GABAergic neurons remain elusive in associative memory, which we examine in a mouse model of associative learning. In the mice that show odorant-induced whisker motion after pairing whisker and odor stimulations, the barrel cortical glutamatergic and GABAergic neurons are recruited to encode the newly learnt odor signal alongside the innate whisker signal. These glutamatergic neurons are functionally upregulated, and GABAergic neurons are refined in a homeostatic manner. The mutual innervations between these glutamatergic and GABAergic neurons are upregulated. The analyses by high throughput sequencing show that certain microRNAs related to regulating synapses and neurons are involved in this cross-modal reflex. Thus, the coactivation of the sensory cortices through epigenetic processes recruits their glutamatergic and GABAergic neurons to be the associative memory cells as well as drive their coordinated refinements toward the optimal state for the storage of the associated signals.
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Affiliation(s)
- Fenxia Yan
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Zilong Gao
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, University of Chinese Academy of Sciences, Beijing 100101, China
| | - Pin Chen
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Li Huang
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Dangui Wang
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, University of Chinese Academy of Sciences, Beijing 100101, China
| | - Na Chen
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, University of Chinese Academy of Sciences, Beijing 100101, China
| | - Ruixiang Wu
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
| | - Jing Feng
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, University of Chinese Academy of Sciences, Beijing 100101, China
| | - Shan Cui
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, University of Chinese Academy of Sciences, Beijing 100101, China
| | - Wei Lu
- School of Pharmacy, Qingdao University, 38 Dengzhou, Shandong 266021, China
| | - Jin-Hui Wang
- Department of Pathophysiology, Bengbu Medical College, Anhui 233000, China
- State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, University of Chinese Academy of Sciences, Beijing 100101, China
- School of Pharmacy, Qingdao University, 38 Dengzhou, Shandong 266021, China
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17
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Huang L, Zhao S, Lu W, Guan S, Zhu Y, Wang JH. Acidosis-Induced Dysfunction of Cortical GABAergic Neurons through Astrocyte-Related Excitotoxicity. PLoS One 2015; 10:e0140324. [PMID: 26474076 PMCID: PMC4608795 DOI: 10.1371/journal.pone.0140324] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 09/24/2015] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Acidosis impairs cognitions and behaviors presumably by acidification-induced changes in neuronal metabolism. Cortical GABAergic neurons are vulnerable to pathological factors and their injury leads to brain dysfunction. How acidosis induces GABAergic neuron injury remains elusive. As the glia cells and neurons interact each other, we intend to examine the role of the astrocytes in acidosis-induced GABAergic neuron injury. RESULTS Experiments were done at GABAergic cells and astrocytes in mouse cortical slices. To identify astrocytic involvement in acidosis-induced impairment, we induced the acidification in single GABAergic neuron by infusing proton intracellularly or in both neurons and astrocytes by using proton extracellularly. Compared the effects of intracellular acidification and extracellular acidification on GABAergic neurons, we found that their active intrinsic properties and synaptic outputs appeared more severely impaired in extracellular acidosis than intracellular acidosis. Meanwhile, extracellular acidosis deteriorated glutamate transporter currents on the astrocytes and upregulated excitatory synaptic transmission on the GABAergic neurons. Moreover, the antagonists of glutamate NMDA-/AMPA-receptors partially reverse extracellular acidosis-induced injury in the GABAergic neurons. CONCLUSION Our studies suggest that acidosis leads to the dysfunction of cortical GABAergic neurons by astrocyte-mediated excitotoxicity, in addition to their metabolic changes as indicated previously.
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Affiliation(s)
- Li Huang
- Department of Pathophysiology, Bengbu Medical College, Bengbu Anhui, China 233000
| | - Shidi Zhao
- Department of Pathophysiology, Bengbu Medical College, Bengbu Anhui, China 233000
| | - Wei Lu
- Collaborative Innovation Center for Neurodegenerative Disorders in Shandong, Qingdao University, Medical College, 38 Dengzhou, Shandong China 266021
| | - Sudong Guan
- Department of Pathophysiology, Bengbu Medical College, Bengbu Anhui, China 233000
| | - Yan Zhu
- Department of Pathophysiology, Bengbu Medical College, Bengbu Anhui, China 233000
| | - Jin-Hui Wang
- Institute of Biophysics, Chinese Academy of Sciences, Beijing China 100101
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Wen B, Qian H, Feng J, Ge RJ, Xu X, Cui ZQ, Zhu RY, Pan LS, Lin ZP, Wang JH. A portion of inhibitory neurons in human temporal lobe epilepsy are functionally upregulated: an endogenous mechanism for seizure termination. CNS Neurosci Ther 2014; 21:204-14. [PMID: 25475128 DOI: 10.1111/cns.12336] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Revised: 09/15/2014] [Accepted: 09/18/2014] [Indexed: 01/08/2023] Open
Abstract
MAIN PROBLEM Epilepsy is one of the more common neurological disorders. The medication is often ineffective to the patients suffering from intractable temporal lobe epilepsy (TLE). As their seizures are usually self-terminated, the elucidation of the mechanism underlying endogenous seizure termination will help to find a new strategy for epilepsy treatment. We aim to examine the role of inhibitory interneurons in endogenous seizure termination in TLE patients. METHODS Whole-cell recordings were conducted on inhibitory interneurons in seizure-onset cortices of intractable TLE patients and the temporal lobe cortices of nonseizure individuals. The intrinsic property of the inhibitory interneurons and the strength of their GABAergic synaptic outputs were measured. The quantitative data were introduced into the computer-simulated neuronal networks to figure out a role of these inhibitory units in the seizure termination. RESULTS In addition to functional downregulation, a portion of inhibitory interneurons in seizure-onset cortices were upregulated in encoding the spikes and controlling their postsynaptic neurons. A patch-like upregulation of inhibitory neurons in the local network facilitated seizure termination. The upregulations of both inhibitory neurons and their output synapses synergistically shortened seizure duration, attenuated seizure strength, and terminated seizure propagation. CONCLUSION Automatic seizure termination is likely due to the fact that a portion of the inhibitory neurons and synapses are upregulated in the seizure-onset cortices. This mechanism may create novel therapeutic strategies to treat intractable epilepsy, such as the simultaneous upregulation of cortical inhibitory neurons and their output synapses.
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Affiliation(s)
- Bo Wen
- State Key lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China; University of Chinese Academy of Sciences, Beijing, China
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Liu B, Feng J, Wang JH. Protein kinase C is essential for kainate-induced anxiety-related behavior and glutamatergic synapse upregulation in prelimbic cortex. CNS Neurosci Ther 2014; 20:982-90. [PMID: 25180671 DOI: 10.1111/cns.12313] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Revised: 07/21/2014] [Accepted: 07/21/2014] [Indexed: 12/24/2022] Open
Abstract
AIM Anxiety is one of common mood disorders, in which the deficit of serotonergic and GABAergic synaptic functions in the amygdala and prefrontal cortex is believed to be involved. The pathological changes at the glutamatergic synapses and neurons in these brain regions as well as their underlying mechanisms remain elusive, which we aim to investigate. METHODS An agonist of kainate-type glutamate receptors, kainic acid, was applied to induce anxiety-related behaviors. The morphology and functions of glutamatergic synapses in the prelimbic region of mouse prefrontal cortex were analyzed using cellular imaging and electrophysiology. RESULTS After kainate-induced anxiety is onset, the signal transmission at the glutamatergic synapses is upregulated, and the dendritic spine heads are enlarged. In terms of the molecular mechanisms, the upregulated synaptic plasticity is associated with the expression of more protein kinase C (PKC) in the dendritic spines. Chelerythrine, a PKC inhibitor, reverses kainate-induced anxiety and anxiety-related glutamatergic synapse upregulation. CONCLUSION The activation of glutamatergic kainate-type receptors leads to anxiety-related behaviors and glutamatergic synapse upregulation through protein kinase C in the prelimbic region of the mouse prefrontal cortex.
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Affiliation(s)
- Bei Liu
- College of Life Science, University of Science and Technology of China, Hefei, China; State Key Laboratory, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
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20
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Li XY, Wang N, Wang YJ, Zuo ZX, Koga K, Luo F, Zhuo M. Long-term temporal imprecision of information coding in the anterior cingulate cortex of mice with peripheral inflammation or nerve injury. J Neurosci 2014; 34:10675-87. [PMID: 25100600 PMCID: PMC4122801 DOI: 10.1523/jneurosci.5166-13.2014] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Revised: 06/13/2014] [Accepted: 06/30/2014] [Indexed: 12/23/2022] Open
Abstract
Temporal properties of spike firing in the central nervous system (CNS) are critical for neuronal coding and the precision of information storage. Chronic pain has been reported to affect cognitive and emotional functions, in addition to trigger long-term plasticity in sensory synapses and behavioral sensitization. Less is known about the possible changes in temporal precision of cortical neurons in chronic pain conditions. In the present study, we investigated the temporal precision of action potential firing in the anterior cingulate cortex (ACC) by using both in vivo and in vitro electrophysiological approaches. We found that peripheral inflammation caused by complete Freund's adjuvant (CFA) increased the standard deviation (SD) of spikes latency (also called jitter) of ∼51% of recorded neurons in the ACC of adult rats in vivo. Similar increases in jitter were found in ACC neurons using in vitro brain slices from adult mice with peripheral inflammation or nerve injury. Bath application of glutamate receptor antagonists CNQX and AP5 abolished the enhancement of jitter induced by CFA injection or nerve injury, suggesting that the increased jitter depends on the glutamatergic synaptic transmission. Activation of adenylyl cyclases (ACs) by bath application of forskolin increased jitter, whereas genetic deletion of AC1 abolished the change of jitter caused by CFA inflammation. Our study provides strong evidence for long-term changes of temporal precision of information coding in cortical neurons after peripheral injuries and explains neuronal mechanism for chronic pain caused cognitive and emotional impairment.
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Affiliation(s)
- Xiang-Yao Li
- Center for Neuron and Disease, Frontier Institute of Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi 710054, China, Department of Physiology, Faculty of Medicine, University of Toronto, The Center for the study of Pain, Toronto, Ontario M5S 1A8, Canada, and
| | - Ning Wang
- Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
| | - Yong-Jie Wang
- Center for Neuron and Disease, Frontier Institute of Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi 710054, China
| | - Zhen-Xing Zuo
- Center for Neuron and Disease, Frontier Institute of Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi 710054, China
| | - Kohei Koga
- Department of Physiology, Faculty of Medicine, University of Toronto, The Center for the study of Pain, Toronto, Ontario M5S 1A8, Canada, and
| | - Fei Luo
- Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
| | - Min Zhuo
- Center for Neuron and Disease, Frontier Institute of Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi 710054, China, Department of Physiology, Faculty of Medicine, University of Toronto, The Center for the study of Pain, Toronto, Ontario M5S 1A8, Canada, and
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21
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Yang Z, Wang JH. Frequency-dependent reliability of spike propagation is function of axonal voltage-gated sodium channels in cerebellar Purkinje cells. THE CEREBELLUM 2014; 12:862-9. [PMID: 23775547 DOI: 10.1007/s12311-013-0499-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The spike propagation on nerve axons, like synaptic transmission, is essential to ensure neuronal communication. The secure propagation of sequential spikes toward axonal terminals has been challenged in the neurons with a high firing rate, such as cerebellar Purkinje cells. The shortfall of spike propagation makes some digital spikes disappearing at axonal terminals, such that the elucidation of the mechanisms underlying spike propagation reliability is crucial to find the strategy of preventing loss of neuronal codes. As the spike propagation failure is influenced by the membrane potentials, this process is likely caused by altering the functional status of voltage-gated sodium channels (VGSC). We examined this hypothesis in Purkinje cells by using pair-recordings at their somata and axonal blebs in cerebellar slices. The reliability of spike propagation was deteriorated by elevating spike frequency. The frequency-dependent reliability of spike propagation was attenuated by inactivating VGSCs and improved by removing their inactivation. Thus, the functional status of axonal VGSCs influences the reliability of spike propagation.
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Affiliation(s)
- Zhilai Yang
- State Key lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
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22
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Lu W, Wen B, Zhang F, Wang JH. Voltage-independent sodium channels emerge for an expression of activity-induced spontaneous spikes in GABAergic neurons. Mol Brain 2014; 7:38. [PMID: 24886791 PMCID: PMC4039334 DOI: 10.1186/1756-6606-7-38] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Accepted: 05/13/2014] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Cerebral overexcitation needs inhibitory neurons be functionally upregulated to rebalance excitation vs. inhibition. For example, the intensive activities of GABAergic neurons induce spontaneous spikes, i.e., activity-induced spontaneous spikes (AISS). The mechanisms underlying AISS onset remain unclear. We investigated the roles of sodium channels in AISS induction and expression at hippocampal GABAergic neurons by electrophysiological approach. RESULTS AISS expression includes additional spike capability above evoked spikes, and the full spikes in AISS comprise early phase (spikelets) and late phase, implying the emergence of new spikelet component. Compared with the late phase, the early phase is characterized as voltage-independent onset, less voltage-dependent upstroke and sensitivity to TTX. AISS expression and induction are independent of membrane potential changes. Therefore, AISS's spikelets express based on voltage-independent sodium channels. In terms of AISS induction, the facilitation of voltage-gated sodium channel (VGSC) activation accelerates AISS onset, or vice versa. CONCLUSION AISS expression in GABAergic neurons is triggered by the spikelets based on the functional emergence of voltage-independent sodium channels, which is driven by intensive VGSCs' activities.
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Affiliation(s)
- Wei Lu
- State Key lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, 15 Datun Road, Beijing 100101, China
- Graduate School of the Chinese Academy of Sciences, Beijing 100049, China
| | - Bo Wen
- State Key lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, 15 Datun Road, Beijing 100101, China
- Graduate School of the Chinese Academy of Sciences, Beijing 100049, China
| | - Fengyu Zhang
- State Key lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, 15 Datun Road, Beijing 100101, China
| | - Jin-Hui Wang
- State Key lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, 15 Datun Road, Beijing 100101, China
- Graduate School of the Chinese Academy of Sciences, Beijing 100049, China
- Qingdao University, Medical College, 38, Dengzhou, Shandong 266021, China
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Wang MH, Chen N, Wang JH. The coupling features of electrical synapses modulate neuronal synchrony in hypothalamic superachiasmatic nucleus. Brain Res 2014; 1550:9-17. [PMID: 24440632 DOI: 10.1016/j.brainres.2014.01.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2013] [Revised: 01/06/2014] [Accepted: 01/07/2014] [Indexed: 10/25/2022]
Abstract
Electrical synapses (gap junctions) exist in many types of neurons in the mammalian brain, especially during early development period; one of the most important roles of electrical synapses is to mediate the synchrony of the neuronal networks and to coordinate the neural circuits function precisely. Previous reports show that electrical coupling is involved in modulating synchronous activity among coupled neurons, but related dynamics and mechanisms are still poorly understood. Here, in order to investigate the correlation between gap junctions and synchrony we focus on the electrically coupled neurons in suprachiasmatic nucleus (SCN) by using calcium imaging with two-photon microscopy and electrophysiology. We observed that coupled neurons in SCN present a dynamic regulation on synchrony based on their coupling strengths and are modulated by vasoactive intestinal peptide (VIP) - a neuropeptide whose receptors are expressed throughout the SCN. Modification of coupling efficiency of electrical synapses changes the synchrony level of the neuronal networks in the SCN. Our results provide new insights into the causal relationship between gap junctions and synchrony in the SCN. We further demonstrate the importance of VIP in coordinating the gap junctions-mediated signal transmission and implicate that a homeostasis environment is important for SCN to modulate the rhythmic circadian activities.
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Affiliation(s)
- Ming-Hui Wang
- Institute of Biophysics, Chinese Academy of Sciences, 15 Datun Road, Chaoyang District, Beijing 100101, China; University School of the Chinese Academy of Sciences, Beijing 100049, China
| | - Na Chen
- Institute of Biophysics, Chinese Academy of Sciences, 15 Datun Road, Chaoyang District, Beijing 100101, China
| | - Jin-Hui Wang
- Institute of Biophysics, Chinese Academy of Sciences, 15 Datun Road, Chaoyang District, Beijing 100101, China.
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Yang Z, Gu E, Lu X, Wang JH. Essential role of axonal VGSC inactivation in time-dependent deceleration and unreliability of spike propagation at cerebellar Purkinje cells. Mol Brain 2014; 7:1. [PMID: 24382121 PMCID: PMC3880351 DOI: 10.1186/1756-6606-7-1] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2013] [Accepted: 12/11/2013] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND The output of the neuronal digital spikes is fulfilled by axonal propagation and synaptic transmission to influence postsynaptic cells. Similar to synaptic transmission, spike propagation on the axon is not secure, especially in cerebellar Purkinje cells whose spiking rate is high. The characteristics, mechanisms and physiological impacts of propagation deceleration and infidelity remain elusive. The spike propagation is presumably initiated by local currents that raise membrane potential to the threshold of activating voltage-gated sodium channels (VGSC). RESULTS We have investigated the natures of spike propagation and the role of VGSCs in this process by recording spikes simultaneously on the somata and axonal terminals of Purkinje cells in cerebellar slices. The velocity and fidelity of spike propagation decreased during long-lasting spikes, to which the velocity change was more sensitive than fidelity change. These time-dependent deceleration and infidelity of spike propagation were improved by facilitating axonal VGSC reactivation, and worsen by intensifying VGSC inactivation. CONCLUSION Our studies indicate that the functional status of axonal VGSCs is essential to influencing the velocity and fidelity of spike propagation.
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Affiliation(s)
- Zhilai Yang
- Institute of Biophysics, State Key lab for Brain and Cognitive Sciences, Chinese Academy of Sciences, Beijing 100101, China
- Graduate School of the Chinese Academy of Sciences, Beijing 100049, China
- Department of Anesthesiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Erwei Gu
- Department of Anesthesiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Xianfu Lu
- Department of Anesthesiology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Jin-Hui Wang
- Institute of Biophysics, State Key lab for Brain and Cognitive Sciences, Chinese Academy of Sciences, Beijing 100101, China
- Qingdao University, Medical College, 38 Dengzhou, Shandong 266021, China
- Graduate School of the Chinese Academy of Sciences, Beijing 100049, China
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Zhang S, Sun P, Sun Z, Zhang J, Zhou J, Gu Y. Cortical GABAergic neurons are more severely impaired by alkalosis than acidosis. BMC Neurol 2013; 13:192. [PMID: 24314112 PMCID: PMC3879204 DOI: 10.1186/1471-2377-13-192] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2013] [Accepted: 11/27/2013] [Indexed: 11/10/2022] Open
Abstract
Background Acid–base imbalance in various metabolic disturbances leads to human brain dysfunction. Compared with acidosis, the patients suffered from alkalosis demonstrate more severe neurological signs that are difficultly corrected. We hypothesize a causative process that the nerve cells in the brain are more vulnerable to alkalosis than acidosis. Methods The vulnerability of GABAergic neurons to alkalosis versus acidosis was compared by analyzing their functional changes in response to the extracellular high pH and low pH. The neuronal and synaptic functions were recorded by whole-cell recordings in the cortical slices. Results The elevation or attenuation of extracellular pH impaired these GABAergic neurons in terms of their capability to produce spikes, their responsiveness to excitatory synaptic inputs and their outputs via inhibitory synapses. Importantly, the dysfunction of these active properties appeared severer in alkalosis than acidosis. Conclusions The severer impairment of cortical GABAergic neurons in alkalosis patients leads to more critical neural excitotoxicity, so that alkalosis-induced brain dysfunction is difficultly corrected, compared to acidosis. The vulnerability of cortical GABAergic neurons to high pH is likely a basis of severe clinical outcomes in alkalosis versus acidosis.
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Affiliation(s)
- Shuyan Zhang
- Department of Neurology, The Fourth Affiliated Hospital of Harbin Medical University, 37 Yiyuan Street, Harbin 150001, P,R, China.
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mGluR1,5 activation protects cortical astrocytes and GABAergic neurons from ischemia-induced impairment. Neurosci Res 2013; 75:160-6. [DOI: 10.1016/j.neures.2012.12.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2012] [Revised: 10/02/2012] [Accepted: 12/11/2012] [Indexed: 11/22/2022]
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Zhang G, Gao Z, Guan S, Zhu Y, Wang JH. Upregulation of excitatory neurons and downregulation of inhibitory neurons in barrel cortex are associated with loss of whisker inputs. Mol Brain 2013; 6:2. [PMID: 23286328 PMCID: PMC3548736 DOI: 10.1186/1756-6606-6-2] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2012] [Accepted: 12/28/2012] [Indexed: 11/10/2022] Open
Abstract
Loss of a sensory input causes the hypersensitivity in other modalities. In addition to cross-modal plasticity, the sensory cortices without receiving inputs undergo the plastic changes. It is not clear how the different types of neurons and synapses in the sensory cortex coordinately change after input deficits in order to prevent loss of their functions and to be used for other modalities. We studied this subject in the barrel cortices from whiskers-trimmed mice vs. controls. After whisker trimming for a week, the intrinsic properties of pyramidal neurons and the transmission of excitatory synapses were upregulated in the barrel cortex, but inhibitory neurons and GABAergic synapses were downregulated. The morphological analyses indicated that the number of processes and spines in pyramidal neurons increased, whereas the processes of GABAergic neurons decreased in the barrel cortex. The upregulation of excitatory neurons and the downregulation of inhibitory neurons boost the activity of network neurons in the barrel cortex to be high levels, which prevent the loss of their functions and enhances their sensitivity to sensory inputs. These changes may prepare for attracting the innervations from sensory cortices and/or peripheral nerves for other modalities during cross-modal plasticity.
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Affiliation(s)
- Guanjun Zhang
- Department of Physiology, Bengbu Medical College, Bengbu, Anhui Province 233000, China
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Liu Z, Huo W, Sun W, Lv M, Li F, Su Z. A sequential impairment of cortical astrocytes and GABAergic neurons during ischemia is improved by mGluR1,5 activation. Neurol Sci 2012; 34:1189-95. [DOI: 10.1007/s10072-012-1220-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Accepted: 10/05/2012] [Indexed: 10/27/2022]
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Lu Y, Yi L, Liu D, Li J, Sun L, Zhang Z. Alkalosis leads to the over-activity of cortical principal neurons. Neurosci Lett 2012; 525:117-22. [DOI: 10.1016/j.neulet.2012.07.034] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2012] [Revised: 06/08/2012] [Accepted: 07/19/2012] [Indexed: 10/28/2022]
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Ye B, Huang L, Gao Z, Chen P, Ni H, Guan S, Zhu Y, Wang JH. The functional upregulation of piriform cortex is associated with cross-modal plasticity in loss of whisker tactile inputs. PLoS One 2012; 7:e41986. [PMID: 22927919 PMCID: PMC3424151 DOI: 10.1371/journal.pone.0041986] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2012] [Accepted: 06/27/2012] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Cross-modal plasticity is characterized as the hypersensitivity of remaining modalities after a sensory function is lost in rodents, which ensures their awareness to environmental changes. Cellular and molecular mechanisms underlying cross-modal sensory plasticity remain unclear. We aim to study the role of different types of neurons in cross-modal plasticity. METHODOLOGY/PRINCIPAL FINDINGS In addition to behavioral tasks in mice, whole-cell recordings at the excitatory and inhibitory neurons, and their two-photon imaging, were conducted in piriform cortex. We produced a mouse model of cross-modal sensory plasticity that olfactory function was upregulated by trimming whiskers to deprive their sensory inputs. In the meantime of olfactory hypersensitivity, pyramidal neurons and excitatory synapses were functionally upregulated, as well as GABAergic cells and inhibitory synapses were downregulated in piriform cortex from the mice of cross-modal sensory plasticity, compared with controls. A crosswire connection between barrel cortex and piriform cortex was established in cross-modal plasticity. CONCLUSION/SIGNIFICANCE An upregulation of pyramidal neurons and a downregulation of GABAergic neurons strengthen the activities of neuronal networks in piriform cortex, which may be responsible for olfactory hypersensitivity after a loss of whisker tactile input. This finding provides the clues for developing therapeutic strategies to promote sensory recovery and substitution.
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Affiliation(s)
- Bing Ye
- Department of Physiology, Bengbu Medical College, Bengbu, Anhui, China
| | - Li Huang
- Department of Physiology, Bengbu Medical College, Bengbu, Anhui, China
| | - Zilong Gao
- State Key Lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Ping Chen
- Department of Physiology, Bengbu Medical College, Bengbu, Anhui, China
| | - Hong Ni
- Department of Physiology, Bengbu Medical College, Bengbu, Anhui, China
| | - Sudong Guan
- Department of Physiology, Bengbu Medical College, Bengbu, Anhui, China
| | - Yan Zhu
- Department of Physiology, Bengbu Medical College, Bengbu, Anhui, China
| | - Jin-Hui Wang
- Department of Physiology, Bengbu Medical College, Bengbu, Anhui, China
- State Key Lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
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Yu J, Qian H, Wang JH. Upregulation of transmitter release probability improves a conversion of synaptic analogue signals into neuronal digital spikes. Mol Brain 2012; 5:26. [PMID: 22852823 PMCID: PMC3497613 DOI: 10.1186/1756-6606-5-26] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2012] [Accepted: 07/07/2012] [Indexed: 12/01/2022] Open
Abstract
Action potentials at the neurons and graded signals at the synapses are primary codes in the brain. In terms of their functional interaction, the studies were focused on the influence of presynaptic spike patterns on synaptic activities. How the synapse dynamics quantitatively regulates the encoding of postsynaptic digital spikes remains unclear. We investigated this question at unitary glutamatergic synapses on cortical GABAergic neurons, especially the quantitative influences of release probability on synapse dynamics and neuronal encoding. Glutamate release probability and synaptic strength are proportionally upregulated by presynaptic sequential spikes. The upregulation of release probability and the efficiency of probability-driven synaptic facilitation are strengthened by elevating presynaptic spike frequency and Ca2+. The upregulation of release probability improves spike capacity and timing precision at postsynaptic neuron. These results suggest that the upregulation of presynaptic glutamate release facilitates a conversion of synaptic analogue signals into digital spikes in postsynaptic neurons, i.e., a functional compatibility between presynaptic and postsynaptic partners.
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Affiliation(s)
- Jiandong Yu
- State Key Lab for Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China 100101
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Zhang F, Liu B, Lei Z, Wang JH. mGluR₁,5 activation improves network asynchrony and GABAergic synapse attenuation in the amygdala: implication for anxiety-like behavior in DBA/2 mice. Mol Brain 2012; 5:20. [PMID: 22681774 PMCID: PMC3475049 DOI: 10.1186/1756-6606-5-20] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2012] [Accepted: 05/09/2012] [Indexed: 12/28/2022] Open
Abstract
Anxiety is a prevalent psychological disorder, in which the atypical expression of certain genes and the abnormality of amygdala are involved. Intermediate processes between genetic defects and anxiety, pathophysiological characteristics of neural network, remain unclear. Using behavioral task, two-photon cellular imaging and electrophysiology, we studied the characteristics of neural networks in basolateral amygdala and the influences of metabotropic glutamate receptor (mGluR) on their dynamics in DBA/2 mice showing anxiety-related genetic defects. Amygdala neurons in DBA/2 high anxiety mice express asynchronous activity and diverse excitability, and their GABAergic synapses demonstrate weak transmission, compared to those in low anxiety FVB/N mice. mGluR1,5 activation improves the anxiety-like behaviors of DBA/2 mice, synchronizes the activity of amygdala neurons and strengthens the transmission of GABAergic synapses. The activity asynchrony of amygdala neurons and the weakness of GABA synaptic transmission are associated with anxiety-like behavior.
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Affiliation(s)
- Fengyu Zhang
- State Key Laboratory, Institute of Biophysics, Chinese Academy of Sciences, 15 Datun Road, Beijing 100101, China
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Zhao J, Wang D, Wang JH. Barrel cortical neurons and astrocytes coordinately respond to an increased whisker stimulus frequency. Mol Brain 2012; 5:12. [PMID: 22537827 PMCID: PMC3465214 DOI: 10.1186/1756-6606-5-12] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2012] [Accepted: 04/26/2012] [Indexed: 02/01/2023] Open
Abstract
Background Nerve cells program the brain codes to manage well-organized cognitions and behaviors. It remains unclear how a population of neurons and astrocytes work coordinately to encode their spatial and temporal activity patterns in response to frequency and intensity signals from sensory inputs. Results With two-photon imaging and electrophysiology to record cellular functions in the barrel cortex in vivo, we analyzed the activity patterns of neurons and astrocytes in response to whisker stimuli with increasing frequency, an environmental stimulus pattern that rodents experience in the accelerated motion. Compared to the resting state, whisker stimulation caused barrel neurons and astrocytes to be activated more synchronously. An increased stimulus frequency up-regulated the activity strength of neurons and astrocytes as well as coordinated their interaction. The coordination among the barrel neurons and astrocytes was fulfilled by increasing their functional connections. Conclusions Our study reveals that the nerve cells in the barrel cortex encode frequency messages in whisker tactile inputs through setting their activity coordination.
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Affiliation(s)
- Jun Zhao
- Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
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Sun L, Zhang K, Li J, Liu D, Lu Y, Zhang Z. An impairment of cortical GABAergic neurons is involved in alkalosis-induced brain dysfunctions. Biochem Biophys Res Commun 2012; 419:627-31. [PMID: 22369942 DOI: 10.1016/j.bbrc.2012.02.061] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2012] [Accepted: 02/09/2012] [Indexed: 10/28/2022]
Abstract
Acid-base imbalance leads to pathological cognition and behaviors in the clinical practices. In the comparison with acidosis, the cellular mechanisms underlying alkalosis-induced brain dysfunction remain unclear. By using electrophysiological approach, we investigated the influences of high extracellular pH environment on cortical GABAergic neurons in terms of their responsiveness to synaptic inputs and their ability to produce action potentials. Artificial cerebral spinal fluid in high pH impairs excitatory synaptic transmission and spike initiation in cortical GABAergic neurons. The alkalosis-induced dysfunction of GABAergic neurons is associated with the decrease of receptor responsiveness and the increases of spike refractory periods and threshold potentials. Our studies reveal that alkalosis impairs cortical GABAergic neurons and subsequently deteriorate brain functions. The molecular targets for alkalosis action include glutamate receptor-channels and voltage-gated sodium channels on GABAergic neurons.
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Affiliation(s)
- Ling Sun
- Department of Neurology, The First Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang 150001, PR China
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