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In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing
Resting-state functional networks such as the default mode network (DMN) dominate spontaneous brain dynamics. To date, the mechanisms linking brain structure and brain dynamics and functions in cognition, perception, and action remain unknown, mainly due to the uncontrolled and erratic nature of the...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MIT Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7888484/ https://www.ncbi.nlm.nih.gov/pubmed/33615092 http://dx.doi.org/10.1162/netn_a_00152 |
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author | Spiegler, Andreas Abadchi, Javad Karimi Mohajerani, Majid Jirsa, Viktor K. |
author_facet | Spiegler, Andreas Abadchi, Javad Karimi Mohajerani, Majid Jirsa, Viktor K. |
author_sort | Spiegler, Andreas |
collection | PubMed |
description | Resting-state functional networks such as the default mode network (DMN) dominate spontaneous brain dynamics. To date, the mechanisms linking brain structure and brain dynamics and functions in cognition, perception, and action remain unknown, mainly due to the uncontrolled and erratic nature of the resting state. Here we used a stimulation paradigm to probe the brain’s resting behavior, providing insights on state-space stability and multiplicity of network trajectories after stimulation. We performed explorations on a mouse model to map spatiotemporal brain dynamics as a function of the stimulation site. We demonstrated the emergence of known functional networks in brain responses. Several responses heavily relied on the DMN and were suggestive of the DMN playing a mechanistic role between functional networks. We probed the simulated brain responses to the stimulation of regions along the information processing chains of sensory systems from periphery up to primary sensory cortices. Moreover, we compared simulated dynamics against in vivo brain responses to optogenetic stimulation. Our results underwrite the importance of anatomical connectivity in the functional organization of brain networks and demonstrate how functionally differentiated information processing chains arise from the same system. |
format | Online Article Text |
id | pubmed-7888484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MIT Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-78884842021-02-19 In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing Spiegler, Andreas Abadchi, Javad Karimi Mohajerani, Majid Jirsa, Viktor K. Netw Neurosci Research Articles Resting-state functional networks such as the default mode network (DMN) dominate spontaneous brain dynamics. To date, the mechanisms linking brain structure and brain dynamics and functions in cognition, perception, and action remain unknown, mainly due to the uncontrolled and erratic nature of the resting state. Here we used a stimulation paradigm to probe the brain’s resting behavior, providing insights on state-space stability and multiplicity of network trajectories after stimulation. We performed explorations on a mouse model to map spatiotemporal brain dynamics as a function of the stimulation site. We demonstrated the emergence of known functional networks in brain responses. Several responses heavily relied on the DMN and were suggestive of the DMN playing a mechanistic role between functional networks. We probed the simulated brain responses to the stimulation of regions along the information processing chains of sensory systems from periphery up to primary sensory cortices. Moreover, we compared simulated dynamics against in vivo brain responses to optogenetic stimulation. Our results underwrite the importance of anatomical connectivity in the functional organization of brain networks and demonstrate how functionally differentiated information processing chains arise from the same system. MIT Press 2020-09-01 /pmc/articles/PMC7888484/ /pubmed/33615092 http://dx.doi.org/10.1162/netn_a_00152 Text en © 2020 Massachusetts Institute of Technology This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. For a full description of the license, please visit https://creativecommons.org/licenses/by/4.0/legalcode. |
spellingShingle | Research Articles Spiegler, Andreas Abadchi, Javad Karimi Mohajerani, Majid Jirsa, Viktor K. In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing |
title | In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing |
title_full | In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing |
title_fullStr | In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing |
title_full_unstemmed | In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing |
title_short | In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing |
title_sort | in silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7888484/ https://www.ncbi.nlm.nih.gov/pubmed/33615092 http://dx.doi.org/10.1162/netn_a_00152 |
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