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The diversity and multiplexity of edge communities within and between brain systems

Authors :
Youngheun Jo
Farnaz Zamani Esfahlani
Joshua Faskowitz
Evgeny J. Chumin
Olaf Sporns
Richard F. Betzel
Source :
Cell Reports, Vol 37, Iss 7, Pp 110032- (2021)
Publication Year :
2021
Publisher :
Elsevier, 2021.

Abstract

Summary: The human brain is composed of functionally specialized systems that support cognition. Recently, we proposed an edge-centric model for detecting overlapping communities. It remains unclear how these communities and brain systems are related. Here, we address this question using data from the Midnight Scan Club and show that all brain systems are linked via at least two edge communities. We then examine the diversity of edge communities within each system, finding that heteromodal systems are more diverse than sensory systems. Next, we cluster the entire cortex to reveal it according to the regions’ edge-community profiles. We find that regions in heteromodal systems are more likely to form their own clusters. Finally, we show that edge communities are personalized. Our work reveals the pervasive overlap of edge communities across the cortex and their relationship with brain systems. Our work provides pathways for future research using edge-centric brain networks.

Details

Language :
English
ISSN :
22111247
Volume :
37
Issue :
7
Database :
Directory of Open Access Journals
Journal :
Cell Reports
Publication Type :
Academic Journal
Accession number :
edsdoj.255389d1205e41b98df436fe016571cb
Document Type :
article
Full Text :
https://doi.org/10.1016/j.celrep.2021.110032