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Brain Activity Fluctuations Propagate as Waves Traversing the Cortical Hierarchy

Publication ,  Journal Article
Gu, Y; Sainburg, LE; Kuang, S; Han, F; Williams, JW; Liu, Y; Zhang, N; Zhang, X; Leopold, DA; Liu, X
Published in: Cerebral Cortex
July 29, 2021

The brain exhibits highly organized patterns of spontaneous activity as measured by resting-state functional magnetic resonance imaging (fMRI) fluctuations that are being widely used to assess the brain’s functional connectivity. Some evidence suggests that spatiotemporally coherent waves are a core feature of spontaneous activity that shapes functional connectivity, although this has been difficult to establish using fMRI given the temporal constraints of the hemodynamic signal. Here, we investigated the structure of spontaneous waves in human fMRI and monkey electrocorticography. In both species, we found clear, repeatable, and directionally constrained activity waves coursed along a spatial axis approximately representing cortical hierarchical organization. These cortical propagations were closely associated with activity changes in distinct subcortical structures, particularly those related to arousal regulation, and modulated across different states of vigilance. The findings demonstrate a neural origin of spatiotemporal fMRI wave propagation at rest and link it to the principal gradient of resting-state fMRI connectivity.

Duke Scholars

Published In

Cerebral Cortex

DOI

EISSN

1460-2199

ISSN

1047-3211

Publication Date

July 29, 2021

Volume

31

Issue

9

Start / End Page

3986 / 4005

Publisher

Oxford University Press (OUP)

Related Subject Headings

  • Experimental Psychology
  • 5204 Cognitive and computational psychology
  • 5202 Biological psychology
  • 3209 Neurosciences
  • 1702 Cognitive Sciences
  • 1701 Psychology
  • 1109 Neurosciences
 

Citation

APA
Chicago
ICMJE
MLA
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Gu, Y., Sainburg, L. E., Kuang, S., Han, F., Williams, J. W., Liu, Y., … Liu, X. (2021). Brain Activity Fluctuations Propagate as Waves Traversing the Cortical Hierarchy. Cerebral Cortex, 31(9), 3986–4005. https://doi.org/10.1093/cercor/bhab064
Gu, Yameng, Lucas E. Sainburg, Sizhe Kuang, Feng Han, Jack W. Williams, Yikang Liu, Nanyin Zhang, Xiang Zhang, David A. Leopold, and Xiao Liu. “Brain Activity Fluctuations Propagate as Waves Traversing the Cortical Hierarchy.” Cerebral Cortex 31, no. 9 (July 29, 2021): 3986–4005. https://doi.org/10.1093/cercor/bhab064.
Gu Y, Sainburg LE, Kuang S, Han F, Williams JW, Liu Y, et al. Brain Activity Fluctuations Propagate as Waves Traversing the Cortical Hierarchy. Cerebral Cortex. 2021 Jul 29;31(9):3986–4005.
Gu, Yameng, et al. “Brain Activity Fluctuations Propagate as Waves Traversing the Cortical Hierarchy.” Cerebral Cortex, vol. 31, no. 9, Oxford University Press (OUP), July 2021, pp. 3986–4005. Crossref, doi:10.1093/cercor/bhab064.
Gu Y, Sainburg LE, Kuang S, Han F, Williams JW, Liu Y, Zhang N, Zhang X, Leopold DA, Liu X. Brain Activity Fluctuations Propagate as Waves Traversing the Cortical Hierarchy. Cerebral Cortex. Oxford University Press (OUP); 2021 Jul 29;31(9):3986–4005.
Journal cover image

Published In

Cerebral Cortex

DOI

EISSN

1460-2199

ISSN

1047-3211

Publication Date

July 29, 2021

Volume

31

Issue

9

Start / End Page

3986 / 4005

Publisher

Oxford University Press (OUP)

Related Subject Headings

  • Experimental Psychology
  • 5204 Cognitive and computational psychology
  • 5202 Biological psychology
  • 3209 Neurosciences
  • 1702 Cognitive Sciences
  • 1701 Psychology
  • 1109 Neurosciences