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...
Autores principales: | , , |
---|---|
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 |