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Yan RJ, Gong HQ, Zhang PM, He SG, Liang PJ. Temporal properties of dual-peak responses of mouse retinal ganglion cells and effects of inhibitory pathways. Cogn Neurodyn 2016; 10:211-23. [PMID: 27275377 DOI: 10.1007/s11571-015-9374-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Revised: 12/08/2015] [Accepted: 12/24/2015] [Indexed: 11/26/2022] Open
Abstract
Dual-peak responses of retinal ganglion cells (RGCs) are observed in various species, previous researches suggested that both response peaks were involved in retinal information coding. In the present study, we investigated the temporal properties of the dual-peak responses recorded in mouse RGCs elicited by spatially homogeneous light flashes and the effect of the inhibitory inputs mediated by GABAergic and/or glycinergic pathways. We found that the two peaks in the dual-peak responses exhibited distinct temporal dynamics, similar to that of short-latency and long-latency single-peak responses respectively. Pharmacological studies demonstrated that the application of exogenous GABA or glycine greatly suppressed or even eliminated the second peak of the cells' firing activities, while little change was induced in the first peak. Co-application of glycine and GABA led to complete elimination of the second peak. Moreover, application of picrotoxin or strychnine induced dual-peak responses in some cells with transient responses by unmasking a second response phase. These results suggest that both GABAergic and glycinergic pathways are involved in the dual-peak responses of the mouse RGCs, and the two response peaks may arise from distinct pathways that would converge on the ganglion cells.
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Affiliation(s)
- Ru-Jia Yan
- School of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dong-Chuan Road, Shanghai, 200240 China
| | - Hai-Qing Gong
- School of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dong-Chuan Road, Shanghai, 200240 China
| | - Pu-Ming Zhang
- School of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dong-Chuan Road, Shanghai, 200240 China
| | - Shi-Gang He
- School of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dong-Chuan Road, Shanghai, 200240 China
| | - Pei-Ji Liang
- School of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dong-Chuan Road, Shanghai, 200240 China
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WANG LEI, LIANG PEIJI, ZHANG PUMING, QIU YIHONG. ADAPTATION-DEPENDENT SYNCHRONIZATION TRANSITIONS AND BURST GENERATIONS IN ELECTRICALLY COUPLED NEURAL NETWORKS. Int J Neural Syst 2014; 24:1450033. [DOI: 10.1142/s0129065714500336] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
A typical feature of neurons is their ability to encode neural information dynamically through spike frequency adaptation (SFA). Previous studies of SFA on neuronal synchronization were mainly concentrated on the correlated firing between neuron pairs, while the synchronization of neuron populations in the presence of SFA is still unclear. In this study, the influence of SFA on the population synchronization of neurons was numerically explored in electrically coupled networks, with regular, small-world, and random connectivity, respectively. The simulation results indicate that cross-correlation indices decrease significantly when the neurons have adaptation compared with those of nonadapting neurons, similar to previous experimental observations. However, the synchronous activity of population neurons exhibits a rather complex adaptation-dependent manner. Specifically, synchronization strength of neuron populations changes nonmonotonically, depending on the degree of adaptation. In addition, single neurons in the networks can switch from regular spiking to bursting with the increase of adaptation degree. Furthermore, the connection probability among neurons exhibits significant influence on the population synchronous activity, but has little effect on the burst generation of single neurons. Accordingly, the results may suggest that synchronous activity and burst firing of population neurons are both adaptation-dependent.
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Affiliation(s)
- LEI WANG
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - PEI-JI LIANG
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - PU-MING ZHANG
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - YI-HONG QIU
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
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Population activity changes during a trial-to-trial adaptation of bullfrog retinal ganglion cells. Neuroreport 2014; 25:801-5. [PMID: 24848616 DOI: 10.1097/wnr.0000000000000191] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
A 'trial-to-trial adaptation' of bullfrog retinal ganglion cells in response to a repetitive light stimulus was investigated in the present study. Using the multielectrode recording technique, we studied the trial-to-trial adaptive properties of ganglion cells and explored the activity of population neurons during this adaptation process. It was found that the ganglion cells adapted with different degrees: their firing rates were decreased in different extents from early-adaptation to late-adaptation stage, and this was accompanied by a decrease in cross-correlation strength. In addition, adaptation behavior was different for ON-response and OFF-response, which implied that the mechanism of the trial-to-trial adaptation might involve bipolar cells and/or their synapses with other neurons and the stronger adaptation in the ganglion cells' OFF-responses might reflect the requirement to avoid possible saturation in the OFF circuit.
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Xiao L, Zhang PM, Gong HQ, Liang PJ. Effects of dopamine on response properties of ON-OFF RGCs in encoding stimulus durations. Front Neural Circuits 2014; 8:72. [PMID: 25071453 PMCID: PMC4074994 DOI: 10.3389/fncir.2014.00072] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Accepted: 06/12/2014] [Indexed: 11/13/2022] Open
Abstract
Single retinal ganglion cell's (RGCs) response properties, such as spike count and response latency, are known to encode some features of visual stimuli. On the other hand, neuronal response can be modulated by dopamine (DA), an important endogenous neuromodulator in the retina. In the present study, we investigated the effects of DA on the spike count and the response latency of bullfrog ON-OFF RGCs during exposure to different stimulus durations. We found that neuronal spike count and response latency were both changed with stimulus durations, and exogenous DA (10 μM) obviously attenuated the stimulus-duration-dependent response latency change. Information analysis showed that the information about light ON duration was mainly carried by the OFF response and vice versa, and the stimulation information was carried by both spike count and response latency. However, during DA application, the information carried by the response latency was greatly decreased, which suggests that dopaminergic pathway is involved in modulating the role of response latency in encoding the information about stimulus durations.
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Affiliation(s)
- Lei Xiao
- Department of Biomedical Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University Shanghai, China
| | - Pu-Ming Zhang
- Department of Biomedical Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University Shanghai, China
| | - Hai-Qing Gong
- Department of Biomedical Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University Shanghai, China
| | - Pei-Ji Liang
- Department of Biomedical Engineering, School of Biomedical Engineering, Shanghai Jiao Tong University Shanghai, China
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Zhang YY, Wang RB, Pan XC, Gong HQ, Liang PJ. Visual pattern discrimination by population retinal ganglion cells' activities during natural movie stimulation. Cogn Neurodyn 2014; 8:27-35. [PMID: 24465283 PMCID: PMC3890090 DOI: 10.1007/s11571-013-9266-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Revised: 06/21/2013] [Accepted: 08/01/2013] [Indexed: 11/28/2022] Open
Abstract
In the visual system, neurons often fire in synchrony, and it is believed that synchronous activities of group neurons are more efficient than single cell response in transmitting neural signals to down-stream neurons. However, whether dynamic natural stimuli are encoded by dynamic spatiotemporal firing patterns of synchronous group neurons still needs to be investigated. In this paper we recorded the activities of population ganglion cells in bullfrog retina in response to time-varying natural images (natural scene movie) using multi-electrode arrays. In response to some different brief section pairs of the movie, synchronous groups of retinal ganglion cells (RGCs) fired with similar but different spike events. We attempted to discriminate the movie sections based on temporal firing patterns of single cells and spatiotemporal firing patterns of the synchronous groups of RGCs characterized by a measurement of subsequence distribution discrepancy. The discrimination performance was assessed by a classification method based on Support Vector Machines. Our results show that different movie sections of the natural movie elicited reliable dynamic spatiotemporal activity patterns of the synchronous RGCs, which are more efficient in discriminating different movie sections than the temporal patterns of the single cells' spike events. These results suggest that, during natural vision, the down-stream neurons may decode the visual information from the dynamic spatiotemporal patterns of the synchronous group of RGCs' activities.
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Affiliation(s)
- Ying-Ying Zhang
- />Institute for Cognitive Neurodynamics, East China University Science and Technology, Shanghai, 200237 China
| | - Ru-Bin Wang
- />Institute for Cognitive Neurodynamics, East China University Science and Technology, Shanghai, 200237 China
| | - Xiao-Chuan Pan
- />Institute for Cognitive Neurodynamics, East China University Science and Technology, Shanghai, 200237 China
| | - Hai-Qing Gong
- />School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200240 China
| | - Pei-Ji Liang
- />School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200240 China
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Xiao L, Zhang PM, Wu S, Liang PJ. Response dynamics of bullfrog ON-OFF RGCs to different stimulus durations. J Comput Neurosci 2014; 37:149-60. [PMID: 24390227 DOI: 10.1007/s10827-013-0492-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2013] [Revised: 10/31/2013] [Accepted: 12/19/2013] [Indexed: 11/26/2022]
Abstract
Stimulus duration is an important feature of visual stimulation. In the present study, response properties of bullfrog ON-OFF retinal ganglion cells (RGCs) in exposure to different visual stimulus durations were studied. By using a multi-electrode recording system, spike discharges from ON-OFF RGCs were simultaneously recorded, and the cells' ON and OFF responses were analyzed. It was found that the ON response characteristics, including response latency, spike count, as well as correlated activity and relative latency between pair-wise cells, were modulated by different light OFF intervals, while the OFF response characteristics were modulated by different light ON durations. Stimulus information carried by the ON and OFF responses was then analyzed, and it was found that information about different light ON durations was more carried by transient OFF response, whereas information about different light OFF intervals were more carried by transient ON response. Meanwhile, more than 80 % information about stimulus durations was carried by firing rate. These results suggest that ON-OFF RGCs are sensitive to different stimulus durations, and they can efficiently encode the information about visual stimulus duration by firing rate.
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Affiliation(s)
- Lei Xiao
- School of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dong Chuan Road, Shanghai, 200240, China
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Liu WZ, Yan RJ, Jing W, Gong HQ, Liang PJ. Spikes with short inter-spike intervals in frog retinal ganglion cells are more correlated with their adjacent neurons' activities. Protein Cell 2011; 2:764-71. [PMID: 21976066 DOI: 10.1007/s13238-011-1091-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2011] [Accepted: 08/28/2011] [Indexed: 11/28/2022] Open
Abstract
Correlated firings among neurons have been extensively investigated; however, previous studies on retinal ganglion cell (RGC) population activities were mainly based on analyzing the correlated activities between the entire spike trains. In the present study, the correlation properties were explored based on burst-like activities and solitary spikes separately. The results indicate that: (1) burst-like activities were more correlated with other neurons' activities; (2) burst-like spikes correlated with their neighboring neurons represented a smaller receptive field than that of correlated solitary spikes. These results suggest that correlated burst-like spikes should be more efficient in signal transmission, and could encode more detailed spatial information.
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Affiliation(s)
- Wen-Zhong Liu
- School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
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Liu WZ, Jing W, Li H, Gong HQ, Liang PJ. Spatial and temporal correlations of spike trains in frog retinal ganglion cells. J Comput Neurosci 2010; 30:543-53. [PMID: 20865311 DOI: 10.1007/s10827-010-0277-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2010] [Revised: 08/30/2010] [Accepted: 09/14/2010] [Indexed: 11/24/2022]
Affiliation(s)
- Wen-Zhong Liu
- Department of Biomedical Engineering, Shanghai Jiao Tong University, 800 Dong-Chuan Road, Shanghai, 200240, China
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