Development and Reorganization of Orientation Representation in the Cat Visual Cortex: Experience-Dependent Synaptic Rewiring in Early Life

To date, numerous mathematical models have been proposed on the basis of some types of Hebbian synaptic learning to account for the activity-dependent development of orientation maps as well as neuronal orientation selectivity. These models successfully reproduced orientation map-like spatial patter...

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Main Authors: Shigeru Tanaka, Masanobu Miyashita, Nodoka Wakabayashi, Kazunori O’Hashi, Toshiki Tani, Jérôme Ribot
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Neuroinformatics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2020.00041/full
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spelling doaj-1ff8de03136646409a8192e94574bdc92020-11-25T03:38:39ZengFrontiers Media S.A.Frontiers in Neuroinformatics1662-51962020-08-011410.3389/fninf.2020.00041517950Development and Reorganization of Orientation Representation in the Cat Visual Cortex: Experience-Dependent Synaptic Rewiring in Early LifeShigeru Tanaka0Masanobu Miyashita1Nodoka Wakabayashi2Kazunori O’Hashi3Toshiki Tani4Jérôme Ribot5Center for Neuroscience and Biomedical Engineering, The University of Electro-Communications, Chofu, JapanDepartment of Control and Computer Engineering, National Institute of Technology, Numazu College, Numazu, JapanPower Plant Engineering, Engineering & Maintenance Center, All Nippon Airways Co., Ltd., Tokyo, JapanDepartment of Mental Disorder Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry, Kodaira, JapanLaboratory for Molecular Analysis of Higher Brain Functions, RIKEN Center for Brain Science, Wako, JapanCentre for Interdisciplinary Research in Biology, Collège de France, Paris, FranceTo date, numerous mathematical models have been proposed on the basis of some types of Hebbian synaptic learning to account for the activity-dependent development of orientation maps as well as neuronal orientation selectivity. These models successfully reproduced orientation map-like spatial patterns. Nevertheless, we still have questions: (1) How does synaptic rewiring occur in the visual cortex during the formation of orderly orientation maps in early life? (2) How does visual experience contribute to the maturation of orientation selectivity of visual cortical neurons and reorganize orientation maps? (3) How does the sensitive period for orientation plasticity end? In this study, we performed animal experiments and mathematical modeling to understand the mechanisms underlying synaptic rewiring for experience-dependent formation and reorganization of orientation maps. At first, we visualized orientation maps from the intrinsic signal optical imaging in area 17 of kittens reared under single-orientation exposure through cylindrical-lens-fitted goggles. The experiments revealed that the degree of expansion of cortical domains representing the experienced orientation depends on the age at which the single-orientation exposure starts. As a result, we obtained the sensitive period profile for orientation plasticity. Next, we refined our previously proposed mathematical model for the activity-dependent self-organization of thalamo-cortical inputs on the assumption that rewiring is caused by the competitive interactions among transient synaptic contacts on the same dendritic spine. Although various kinds of molecules have been reported to be involved in such interactions, we attempt to build a mathematical model to describe synaptic rewiring focusing on brain-derived neurotrophic factor (BDNF) and its related molecules. Performing computer simulations based on the refined model, we successfully reproduced orientation maps reorganized in kittens reared under single-orientation exposure as well as normal visual experience. We also reproduced the experimentally obtained sensitive period profile for orientation plasticity. The excellent agreement between experimental observations and theoretical reproductions suggests that the BDNF-induced competitive interaction among synaptic contacts from different axons on the same spine is an important factor for the experience-dependent formation and reorganization of orientation selectivity and orientation maps.https://www.frontiersin.org/article/10.3389/fninf.2020.00041/fullorientation mapsself-organizationvisual experiencedevelopmentsensitive period
collection DOAJ
language English
format Article
sources DOAJ
author Shigeru Tanaka
Masanobu Miyashita
Nodoka Wakabayashi
Kazunori O’Hashi
Toshiki Tani
Jérôme Ribot
spellingShingle Shigeru Tanaka
Masanobu Miyashita
Nodoka Wakabayashi
Kazunori O’Hashi
Toshiki Tani
Jérôme Ribot
Development and Reorganization of Orientation Representation in the Cat Visual Cortex: Experience-Dependent Synaptic Rewiring in Early Life
Frontiers in Neuroinformatics
orientation maps
self-organization
visual experience
development
sensitive period
author_facet Shigeru Tanaka
Masanobu Miyashita
Nodoka Wakabayashi
Kazunori O’Hashi
Toshiki Tani
Jérôme Ribot
author_sort Shigeru Tanaka
title Development and Reorganization of Orientation Representation in the Cat Visual Cortex: Experience-Dependent Synaptic Rewiring in Early Life
title_short Development and Reorganization of Orientation Representation in the Cat Visual Cortex: Experience-Dependent Synaptic Rewiring in Early Life
title_full Development and Reorganization of Orientation Representation in the Cat Visual Cortex: Experience-Dependent Synaptic Rewiring in Early Life
title_fullStr Development and Reorganization of Orientation Representation in the Cat Visual Cortex: Experience-Dependent Synaptic Rewiring in Early Life
title_full_unstemmed Development and Reorganization of Orientation Representation in the Cat Visual Cortex: Experience-Dependent Synaptic Rewiring in Early Life
title_sort development and reorganization of orientation representation in the cat visual cortex: experience-dependent synaptic rewiring in early life
publisher Frontiers Media S.A.
series Frontiers in Neuroinformatics
issn 1662-5196
publishDate 2020-08-01
description To date, numerous mathematical models have been proposed on the basis of some types of Hebbian synaptic learning to account for the activity-dependent development of orientation maps as well as neuronal orientation selectivity. These models successfully reproduced orientation map-like spatial patterns. Nevertheless, we still have questions: (1) How does synaptic rewiring occur in the visual cortex during the formation of orderly orientation maps in early life? (2) How does visual experience contribute to the maturation of orientation selectivity of visual cortical neurons and reorganize orientation maps? (3) How does the sensitive period for orientation plasticity end? In this study, we performed animal experiments and mathematical modeling to understand the mechanisms underlying synaptic rewiring for experience-dependent formation and reorganization of orientation maps. At first, we visualized orientation maps from the intrinsic signal optical imaging in area 17 of kittens reared under single-orientation exposure through cylindrical-lens-fitted goggles. The experiments revealed that the degree of expansion of cortical domains representing the experienced orientation depends on the age at which the single-orientation exposure starts. As a result, we obtained the sensitive period profile for orientation plasticity. Next, we refined our previously proposed mathematical model for the activity-dependent self-organization of thalamo-cortical inputs on the assumption that rewiring is caused by the competitive interactions among transient synaptic contacts on the same dendritic spine. Although various kinds of molecules have been reported to be involved in such interactions, we attempt to build a mathematical model to describe synaptic rewiring focusing on brain-derived neurotrophic factor (BDNF) and its related molecules. Performing computer simulations based on the refined model, we successfully reproduced orientation maps reorganized in kittens reared under single-orientation exposure as well as normal visual experience. We also reproduced the experimentally obtained sensitive period profile for orientation plasticity. The excellent agreement between experimental observations and theoretical reproductions suggests that the BDNF-induced competitive interaction among synaptic contacts from different axons on the same spine is an important factor for the experience-dependent formation and reorganization of orientation selectivity and orientation maps.
topic orientation maps
self-organization
visual experience
development
sensitive period
url https://www.frontiersin.org/article/10.3389/fninf.2020.00041/full
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