TY - JOUR
T1 - A new modular brain organization of the bold signal during natural vision
AU - Kim, Dohyun
AU - Kay, Kendrick
AU - Shulman, Gordon L.
AU - Corbetta, Maurizio
N1 - Funding Information:
This work was supported by the National Institutes of Health (RO1 MH096482 and NS095741).
Publisher Copyright:
© The Author 2017. Published by Oxford University Press. All rights reserved.
PY - 2018/9/1
Y1 - 2018/9/1
N2 - The resting blood oxygen level-dependent (BOLD) signal is synchronized in large-scale brain networks (resting-state networks, RSNs) defined by interregional temporal correlations (functional connectivity, FC). RSNs are thought to place strong constraints on task-evoked processing since they largely match the networks observed during task performance. However, this result may simply reflect the presence of spontaneous activity during both rest and task. Here, we examined the BOLD network structure of natural vision, as simulated by viewing of movies, using procedures that minimized the contribution of spontaneous activity.We found that the correlation between resting andmovie-evoked FC (ρ = 0.60) was lower than previously reported. Hierarchical clustering and graph-theory analyses indicated a well-defined network structure during natural vision that differed from the resting structure, and emphasized functional groupings adaptive for natural vision. The visual network merged with a network for navigation, scene analysis, and scene memory. Conversely, the dorsal attention network was split and reintegrated into 2 groupings likely related to vision/scene and sound/action processing. Finally, higher order groupings from the clustering analysis combined internally directed and externally directed RSNs violating the large-scale distinction that governs resting-state organization.We conclude that the BOLD FC evoked by natural vision is only partly constrained by the resting network structure.
AB - The resting blood oxygen level-dependent (BOLD) signal is synchronized in large-scale brain networks (resting-state networks, RSNs) defined by interregional temporal correlations (functional connectivity, FC). RSNs are thought to place strong constraints on task-evoked processing since they largely match the networks observed during task performance. However, this result may simply reflect the presence of spontaneous activity during both rest and task. Here, we examined the BOLD network structure of natural vision, as simulated by viewing of movies, using procedures that minimized the contribution of spontaneous activity.We found that the correlation between resting andmovie-evoked FC (ρ = 0.60) was lower than previously reported. Hierarchical clustering and graph-theory analyses indicated a well-defined network structure during natural vision that differed from the resting structure, and emphasized functional groupings adaptive for natural vision. The visual network merged with a network for navigation, scene analysis, and scene memory. Conversely, the dorsal attention network was split and reintegrated into 2 groupings likely related to vision/scene and sound/action processing. Finally, higher order groupings from the clustering analysis combined internally directed and externally directed RSNs violating the large-scale distinction that governs resting-state organization.We conclude that the BOLD FC evoked by natural vision is only partly constrained by the resting network structure.
KW - BOLD
KW - FMRI
KW - Intersubject functional correlation (ISFC)
KW - Natural viewing
KW - Resting-state functional connectivity (rs-FC)
UR - http://www.scopus.com/inward/record.url?scp=85052431224&partnerID=8YFLogxK
U2 - 10.1093/cercor/bhx175
DO - 10.1093/cercor/bhx175
M3 - Article
C2 - 28981593
AN - SCOPUS:85052431224
SN - 1047-3211
VL - 28
SP - 3065
EP - 3081
JO - Cerebral Cortex
JF - Cerebral Cortex
IS - 9
ER -