| Full text | |
| Author(s): |
Total Authors: 4
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| Affiliation: | [1] Humboldt Univ, Inst Phys, Berlin - Germany
[2] Univ Fed ABC, Santo Andre, SP - Brazil
[3] Bernstein Ctr Computat Neurosci Berlin, Berlin - Germany
Total Affiliations: 3
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| Document type: | Journal article |
| Source: | PLOS COMPUTATIONAL BIOLOGY; v. 15, n. 4 APR 2019. |
| Web of Science Citations: | 0 |
| Abstract | |
Spontaneous waves in the developing retina are essential in the formation of the retinotopic mapping in the visual system. From experiments in rabbits, it is known that the earliest type of retinal waves (stage I) is nucleated spontaneously, propagates at a speed of 45191 m/sec and relies on gap junction coupling between ganglion cells. Because gap junctions (electrical synapses) have short integration times, it has been argued that they cannot set the low speed of stage I retinal waves. Here, we present a theoretical study of a two-dimensional neural network of the ganglion cell layer with gap junction coupling and intrinsic noise. We demonstrate that this model can explain observed nucleation rates as well as the comparatively slow propagation speed of the waves. From the interaction between two coupled neurons, we estimate the wave speed in the model network. Furthermore, using simulations of small networks of neurons (N260), we estimate the nucleation rate in the form of an Arrhenius escape rate. These results allow for informed simulations of a realistically sized network, yielding values of the gap junction coupling and the intrinsic noise level that are in a physiologically plausible range. Author summary Retinal waves are a prominent example of spontaneous activity that is observed in neuronal systems of many different species during development. Spatio-temporally correlated bursts travel across the retina at a few hundred m/sec to facilitate the maturation of the underlying neuronal circuits. Even at the earliest stage, in which the network merely consists of ganglion cells coupled by electric synapses (gap junctions), it is unclear which mechanisms are responsible for wave nucleation and transmission speed. We propose a model of gap junction coupled noisy neurons, in which waves emerge from rare stochastic fluctuations in single cells and the wave's transmission speed is set by the latency of the burst onset in response to gap junction currents between neighboring cells. (AU) | |
| FAPESP's process: | 17/26439-0 - An interdisciplnary approach on the role of gap junctions and miRNAs in the development and degeneration of the nervous system |
| Grantee: | Alexandre Hiroaki Kihara |
| Support Opportunities: | Regular Research Grants |
| FAPESP's process: | 15/50122-0 - Dynamic phenomena in complex networks: basics and applications |
| Grantee: | Elbert Einstein Nehrer Macau |
| Support Opportunities: | Research Projects - Thematic Grants |