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In silico exploration of mouse brain dynamics by focal stimulation reflects the organization of functional networks and sensory processing

Authors :
Andreas Spiegler
Javad Karimi Abadchi
Majid Mohajerani
Viktor K. Jirsa
Source :
Network Neuroscience, Vol 4, Iss 3, Pp 807-851 (2020)
Publication Year :
2020
Publisher :
The MIT Press, 2020.

Abstract

AbstractResting-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.

Details

Language :
English
ISSN :
24721751
Volume :
4
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Network Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.923187f571704d6389f78d12b4701673
Document Type :
article
Full Text :
https://doi.org/10.1162/netn_a_00152