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Cortical ignition dynamics is tightly linked to the core organisation of the human connectome
The capability of cortical regions to flexibly sustain an “ignited” state of activity has been discussed in relation to conscious perception or hierarchical information processing. Here, we investigate how the intrinsic propensity of different regions to get ignited is determined by the specific top...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423150/ https://www.ncbi.nlm.nih.gov/pubmed/32735580 http://dx.doi.org/10.1371/journal.pcbi.1007686 |
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author | Castro, Samy El-Deredy, Wael Battaglia, Demian Orio, Patricio |
author_facet | Castro, Samy El-Deredy, Wael Battaglia, Demian Orio, Patricio |
author_sort | Castro, Samy |
collection | PubMed |
description | The capability of cortical regions to flexibly sustain an “ignited” state of activity has been discussed in relation to conscious perception or hierarchical information processing. Here, we investigate how the intrinsic propensity of different regions to get ignited is determined by the specific topological organisation of the structural connectome. More specifically, we simulated the resting-state dynamics of mean-field whole-brain models and assessed how dynamic multistability and ignition differ between a reference model embedding a realistic human connectome, and alternative models based on a variety of randomised connectome ensembles. We found that the strength of global excitation needed to first trigger ignition in a subset of regions is substantially smaller for the model embedding the empirical human connectome. Furthermore, when increasing the strength of excitation, the propagation of ignition outside of this initial core–which is able to self-sustain its high activity–is way more gradual than for any of the randomised connectomes, allowing for graded control of the number of ignited regions. We explain both these assets in terms of the exceptional weighted core-shell organisation of the empirical connectome, speculating that this topology of human structural connectivity may be attuned to support enhanced ignition dynamics. |
format | Online Article Text |
id | pubmed-7423150 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-74231502020-08-20 Cortical ignition dynamics is tightly linked to the core organisation of the human connectome Castro, Samy El-Deredy, Wael Battaglia, Demian Orio, Patricio PLoS Comput Biol Research Article The capability of cortical regions to flexibly sustain an “ignited” state of activity has been discussed in relation to conscious perception or hierarchical information processing. Here, we investigate how the intrinsic propensity of different regions to get ignited is determined by the specific topological organisation of the structural connectome. More specifically, we simulated the resting-state dynamics of mean-field whole-brain models and assessed how dynamic multistability and ignition differ between a reference model embedding a realistic human connectome, and alternative models based on a variety of randomised connectome ensembles. We found that the strength of global excitation needed to first trigger ignition in a subset of regions is substantially smaller for the model embedding the empirical human connectome. Furthermore, when increasing the strength of excitation, the propagation of ignition outside of this initial core–which is able to self-sustain its high activity–is way more gradual than for any of the randomised connectomes, allowing for graded control of the number of ignited regions. We explain both these assets in terms of the exceptional weighted core-shell organisation of the empirical connectome, speculating that this topology of human structural connectivity may be attuned to support enhanced ignition dynamics. Public Library of Science 2020-07-31 /pmc/articles/PMC7423150/ /pubmed/32735580 http://dx.doi.org/10.1371/journal.pcbi.1007686 Text en © 2020 Castro 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Castro, Samy El-Deredy, Wael Battaglia, Demian Orio, Patricio Cortical ignition dynamics is tightly linked to the core organisation of the human connectome |
title | Cortical ignition dynamics is tightly linked to the core organisation of the human connectome |
title_full | Cortical ignition dynamics is tightly linked to the core organisation of the human connectome |
title_fullStr | Cortical ignition dynamics is tightly linked to the core organisation of the human connectome |
title_full_unstemmed | Cortical ignition dynamics is tightly linked to the core organisation of the human connectome |
title_short | Cortical ignition dynamics is tightly linked to the core organisation of the human connectome |
title_sort | cortical ignition dynamics is tightly linked to the core organisation of the human connectome |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423150/ https://www.ncbi.nlm.nih.gov/pubmed/32735580 http://dx.doi.org/10.1371/journal.pcbi.1007686 |
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