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Individual variability in the anatomical distribution of nodes participating in rich club structural networks

With recent advances in computational analyses of structural neuroimaging, it is possible to comprehensively map neural connectivity, i.e., the brain connectome. The architectural organization of the connectome is believed to play an important role in several biological processes. Central to the con...

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Autores principales: Kocher, Madison, Gleichgerrcht, Ezequiel, Nesland, Travis, Rorden, Chris, Fridriksson, Julius, Spampinato, Maria V., Bonilha, Leonardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4405623/
https://www.ncbi.nlm.nih.gov/pubmed/25954161
http://dx.doi.org/10.3389/fncir.2015.00016
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author Kocher, Madison
Gleichgerrcht, Ezequiel
Nesland, Travis
Rorden, Chris
Fridriksson, Julius
Spampinato, Maria V.
Bonilha, Leonardo
author_facet Kocher, Madison
Gleichgerrcht, Ezequiel
Nesland, Travis
Rorden, Chris
Fridriksson, Julius
Spampinato, Maria V.
Bonilha, Leonardo
author_sort Kocher, Madison
collection PubMed
description With recent advances in computational analyses of structural neuroimaging, it is possible to comprehensively map neural connectivity, i.e., the brain connectome. The architectural organization of the connectome is believed to play an important role in several biological processes. Central to the conformation of the connectome are connectivity hubs, which are likely to be organized in accordance with the rich club phenomenon, as evidenced by graph theory analyses of neural architecture. It is yet unclear whether rich club connectivity hubs are consistently organized in the same anatomical framework across healthy adults. We constructed the brain connectome from 43 healthy adults, based on T1-weighted and diffusion tensor MRI data. Probabilistic fiber tractography was used to evaluate connectivity between each possible pair of cortical anatomical regions of interest. Connectivity hubs were identified in accordance with the rich club phenomenon applied to binarized matrices, and the variability in frequency of hub participation was assessed node-wise across all subjects. The anatomical location of nodes participating in rich club networks was fairly consistent across subjects. The most common locations for rich club nodes were identified in integrative areas, such as the cingulate and pericingulate regions, medial aspect of the occipital areas and precuneus; or else, they were found in important and specialized brain regions (such as the oribitofrontal cortex, caudate, fusiform gyrus, and hippocampus). Marked anatomical consistency exists across healthy brains in terms of nodal participation and location of rich club networks. The consistency of connections between integrative areas and specialized brain regions highlights a fundamental connectivity pattern shared among healthy brains. We propose that approaching brain connectivity with this framework of anatomical consistencies may have clinical implications for early detection of individual variability.
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spelling pubmed-44056232015-05-07 Individual variability in the anatomical distribution of nodes participating in rich club structural networks Kocher, Madison Gleichgerrcht, Ezequiel Nesland, Travis Rorden, Chris Fridriksson, Julius Spampinato, Maria V. Bonilha, Leonardo Front Neural Circuits Neuroscience With recent advances in computational analyses of structural neuroimaging, it is possible to comprehensively map neural connectivity, i.e., the brain connectome. The architectural organization of the connectome is believed to play an important role in several biological processes. Central to the conformation of the connectome are connectivity hubs, which are likely to be organized in accordance with the rich club phenomenon, as evidenced by graph theory analyses of neural architecture. It is yet unclear whether rich club connectivity hubs are consistently organized in the same anatomical framework across healthy adults. We constructed the brain connectome from 43 healthy adults, based on T1-weighted and diffusion tensor MRI data. Probabilistic fiber tractography was used to evaluate connectivity between each possible pair of cortical anatomical regions of interest. Connectivity hubs were identified in accordance with the rich club phenomenon applied to binarized matrices, and the variability in frequency of hub participation was assessed node-wise across all subjects. The anatomical location of nodes participating in rich club networks was fairly consistent across subjects. The most common locations for rich club nodes were identified in integrative areas, such as the cingulate and pericingulate regions, medial aspect of the occipital areas and precuneus; or else, they were found in important and specialized brain regions (such as the oribitofrontal cortex, caudate, fusiform gyrus, and hippocampus). Marked anatomical consistency exists across healthy brains in terms of nodal participation and location of rich club networks. The consistency of connections between integrative areas and specialized brain regions highlights a fundamental connectivity pattern shared among healthy brains. We propose that approaching brain connectivity with this framework of anatomical consistencies may have clinical implications for early detection of individual variability. Frontiers Media S.A. 2015-04-21 /pmc/articles/PMC4405623/ /pubmed/25954161 http://dx.doi.org/10.3389/fncir.2015.00016 Text en Copyright © 2015 Kocher, Gleichgerrcht, Nesland, Rorden, Fridriksson, Spampinato and Bonilha. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Kocher, Madison
Gleichgerrcht, Ezequiel
Nesland, Travis
Rorden, Chris
Fridriksson, Julius
Spampinato, Maria V.
Bonilha, Leonardo
Individual variability in the anatomical distribution of nodes participating in rich club structural networks
title Individual variability in the anatomical distribution of nodes participating in rich club structural networks
title_full Individual variability in the anatomical distribution of nodes participating in rich club structural networks
title_fullStr Individual variability in the anatomical distribution of nodes participating in rich club structural networks
title_full_unstemmed Individual variability in the anatomical distribution of nodes participating in rich club structural networks
title_short Individual variability in the anatomical distribution of nodes participating in rich club structural networks
title_sort individual variability in the anatomical distribution of nodes participating in rich club structural networks
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4405623/
https://www.ncbi.nlm.nih.gov/pubmed/25954161
http://dx.doi.org/10.3389/fncir.2015.00016
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