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Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
Published on: June 21, 2022
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Modeling the role of gap junctions between excitatory neurons in the developing visual cortex.
Jennifer Crodelle1,2, David W McLaughlin2,3,4,5
1Middlebury College, Middlebury, Vermont, United States of America.
Plos Computational Biology
|July 6, 2021
Summary
Gap junctions synchronize developing visual cortex cells, promoting shared orientation preference and strong recurrent synapses. This synchrony is crucial for forming functional cortical maps.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Developmental Neuroscience
Background:
- Gap junctions connect excitatory neurons in the developing mammalian visual cortex.
- Developmental gap junction coupling influences adult chemical synapse formation and orientation preference.
- Blocking gap junctions diminishes the correlation between developmental coupling and adult synaptic connections.
Purpose of the Study:
- To model the role of gap junctions in the developing mammalian visual cortex.
- To investigate how gap junction coupling affects synapse formation and orientation preference development.
- To understand the interplay between gap junctions and synaptic plasticity in shaping cortical maps.
Main Methods:
- Constructed a simplified computational model of the developing mouse visual cortex.
- Incorporated spike-timing-dependent plasticity for feedforward and recurrent synapses.
- Simulated the effects of gap junction coupling on neuronal synchrony and synapse formation.
Main Results:
- Neuronal synchrony among gap-junction-coupled cells promotes the formation of strong recurrent synapses.
- Synchrony leads to similar orientation preferences in coupled cells, an effect reduced by higher coupling density.
- Gap junction coupling, alongside the timing of feedforward and recurrent synapse development, dictates the final orientation preference map.
Conclusions:
- Gap junctions play a critical role in coordinating neuronal activity during development.
- Synchrony mediated by gap junctions is a key mechanism for establishing functional connectivity and feature maps in the visual cortex.
- The timing of synaptic plasticity relative to gap junction coupling significantly impacts the emergent cortical architecture.
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