Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Spiegler, Andreas, Abadchi, Javad Karimi, Mohajerani, Majid, Jirsa, Viktor K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2020
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
_version_ 1783652173059457024
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
work_keys_str_mv AT spieglerandreas insilicoexplorationofmousebraindynamicsbyfocalstimulationreflectstheorganizationoffunctionalnetworksandsensoryprocessing
AT abadchijavadkarimi insilicoexplorationofmousebraindynamicsbyfocalstimulationreflectstheorganizationoffunctionalnetworksandsensoryprocessing
AT mohajeranimajid insilicoexplorationofmousebraindynamicsbyfocalstimulationreflectstheorganizationoffunctionalnetworksandsensoryprocessing
AT jirsaviktork insilicoexplorationofmousebraindynamicsbyfocalstimulationreflectstheorganizationoffunctionalnetworksandsensoryprocessing