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Positive feedback and synchronized bursts in neuronal cultures
Yu-Ting Huang1,2, Yu-Lin Chang2, Chun-Chung Chen2
1Dept. of Physics and Center for Complex Systems, National Central University, Chungli, Taiwan 320, ROC.
Plos One
|November 2, 2017
Summary
Synchronized bursts (SBs) in neuronal cultures originate from synaptic mechanisms and network dynamics. Astrocytic recycling and short term synaptic plasticity (STSP) explain SB structures and timing.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Systems Neuroscience
Background:
- Synchronized bursts (SBs) are complex phenomena observed in neuronal cultures.
- The precise origins and underlying mechanisms of SBs remain largely unclear.
- Previous research has identified SBs but lacked a comprehensive model for their structural complexity.
Purpose of the Study:
- To investigate the properties and origins of synchronized bursts (SBs) in neuronal cultures.
- To elucidate the role of synaptic mechanisms and network dynamics in SB generation.
- To develop a computational model explaining the observed structures of SBs.
Main Methods:
- Experiments were conducted on neuronal cultures grown on a multi-electrode array.
- Magnesium concentration in the culture medium was manipulated to study its effect on SBs.
- A computational model incorporating short term synaptic plasticity (STSP), recurrent connections, and astrocytic neurotransmitter recycling was developed.
Main Results:
- SB structures correlate with the developmental stages of neuronal cultures.
- Modifying magnesium concentration altered SB structures, indicating synaptic involvement.
- The developed model successfully reproduced observed SB structures.
- A phase diagram revealed that networks with SBs exist in a complex oscillatory state due to positive feedback.
- STSP governs fast oscillations within SBs, while astrocytic recycling dictates inter-burst intervals.
Conclusions:
- Synaptic mechanisms, particularly short term synaptic plasticity and recurrent connections, are crucial for generating complex SBs.
- Astrocytic recycling of neurotransmitters plays a significant role in regulating the timing of neuronal network activity.
- Glia-neuron interactions are essential for understanding the complex dynamics of neuronal networks and phenomena like SBs.
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