Cargando…

The Human Functional Brain Network Demonstrates Structural and Dynamical Resilience to Targeted Attack

In recent years, the field of network science has enabled researchers to represent the highly complex interactions in the brain in an approachable yet quantitative manner. One exciting finding since the advent of brain network research was that the brain network can withstand extensive damage, even...

Descripción completa

Detalles Bibliográficos
Autores principales: Joyce, Karen E., Hayasaka, Satoru, Laurienti, Paul J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3554573/
https://www.ncbi.nlm.nih.gov/pubmed/23358557
http://dx.doi.org/10.1371/journal.pcbi.1002885
_version_ 1782256922492141568
author Joyce, Karen E.
Hayasaka, Satoru
Laurienti, Paul J.
author_facet Joyce, Karen E.
Hayasaka, Satoru
Laurienti, Paul J.
author_sort Joyce, Karen E.
collection PubMed
description In recent years, the field of network science has enabled researchers to represent the highly complex interactions in the brain in an approachable yet quantitative manner. One exciting finding since the advent of brain network research was that the brain network can withstand extensive damage, even to highly connected regions. However, these highly connected nodes may not be the most critical regions of the brain network, and it is unclear how the network dynamics are impacted by removal of these key nodes. This work seeks to further investigate the resilience of the human functional brain network. Network attack experiments were conducted on voxel-wise functional brain networks and region-of-interest (ROI) networks of 5 healthy volunteers. Networks were attacked at key nodes using several criteria for assessing node importance, and the impact on network structure and dynamics was evaluated. The findings presented here echo previous findings that the functional human brain network is highly resilient to targeted attacks, both in terms of network structure and dynamics.
format Online
Article
Text
id pubmed-3554573
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-35545732013-01-28 The Human Functional Brain Network Demonstrates Structural and Dynamical Resilience to Targeted Attack Joyce, Karen E. Hayasaka, Satoru Laurienti, Paul J. PLoS Comput Biol Research Article In recent years, the field of network science has enabled researchers to represent the highly complex interactions in the brain in an approachable yet quantitative manner. One exciting finding since the advent of brain network research was that the brain network can withstand extensive damage, even to highly connected regions. However, these highly connected nodes may not be the most critical regions of the brain network, and it is unclear how the network dynamics are impacted by removal of these key nodes. This work seeks to further investigate the resilience of the human functional brain network. Network attack experiments were conducted on voxel-wise functional brain networks and region-of-interest (ROI) networks of 5 healthy volunteers. Networks were attacked at key nodes using several criteria for assessing node importance, and the impact on network structure and dynamics was evaluated. The findings presented here echo previous findings that the functional human brain network is highly resilient to targeted attacks, both in terms of network structure and dynamics. Public Library of Science 2013-01-24 /pmc/articles/PMC3554573/ /pubmed/23358557 http://dx.doi.org/10.1371/journal.pcbi.1002885 Text en © 2013 Joyce et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Joyce, Karen E.
Hayasaka, Satoru
Laurienti, Paul J.
The Human Functional Brain Network Demonstrates Structural and Dynamical Resilience to Targeted Attack
title The Human Functional Brain Network Demonstrates Structural and Dynamical Resilience to Targeted Attack
title_full The Human Functional Brain Network Demonstrates Structural and Dynamical Resilience to Targeted Attack
title_fullStr The Human Functional Brain Network Demonstrates Structural and Dynamical Resilience to Targeted Attack
title_full_unstemmed The Human Functional Brain Network Demonstrates Structural and Dynamical Resilience to Targeted Attack
title_short The Human Functional Brain Network Demonstrates Structural and Dynamical Resilience to Targeted Attack
title_sort human functional brain network demonstrates structural and dynamical resilience to targeted attack
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3554573/
https://www.ncbi.nlm.nih.gov/pubmed/23358557
http://dx.doi.org/10.1371/journal.pcbi.1002885
work_keys_str_mv AT joycekarene thehumanfunctionalbrainnetworkdemonstratesstructuralanddynamicalresiliencetotargetedattack
AT hayasakasatoru thehumanfunctionalbrainnetworkdemonstratesstructuralanddynamicalresiliencetotargetedattack
AT laurientipaulj thehumanfunctionalbrainnetworkdemonstratesstructuralanddynamicalresiliencetotargetedattack
AT joycekarene humanfunctionalbrainnetworkdemonstratesstructuralanddynamicalresiliencetotargetedattack
AT hayasakasatoru humanfunctionalbrainnetworkdemonstratesstructuralanddynamicalresiliencetotargetedattack
AT laurientipaulj humanfunctionalbrainnetworkdemonstratesstructuralanddynamicalresiliencetotargetedattack