Spatially heterogeneous structure-function coupling in haemodynamic and electromagnetic brain networks

•We comprehensively study structure-function coupling between dMRI-derived structural connectivity and MEG/fMRI-derived functional connectivity.•We show consistently spatially heterogeneous structure-function coupling across modalities.•We find stronger coupling in slower and intermediate frequency...

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Vydáno v:NeuroImage (Orlando, Fla.) Ročník 278; s. 120276
Hlavní autoři: Liu, Zhen-Qi, Shafiei, Golia, Baillet, Sylvain, Misic, Bratislav
Médium: Journal Article
Jazyk:angličtina
Vydáno: United States Elsevier Inc 01.09.2023
Elsevier Limited
Elsevier
Témata:
Brain
Brain - physiology
Brain mapping
Brain Mapping - methods
Communication
Connectome - methods
Cortical hierarchy
Cytoarchitecture
fMRI
Functional magnetic resonance imaging
Hemodynamics
Humans
Magnetic Resonance Imaging - methods
Magnetoencephalography - methods
MEG
Neocortex
Nerve Net - diagnostic imaging
Nerve Net - physiology
Network communication
Neural networks
Neurosciences
Sensorimotor system
Structure-function coupling
Structure-function relationships
Structure-function coupling
fMRI
Cytoarchitecture
Network communication
Cortical hierarchy
MEG
ISSN:1053-8119, 1095-9572, 1095-9572
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Shrnutí:•We comprehensively study structure-function coupling between dMRI-derived structural connectivity and MEG/fMRI-derived functional connectivity.•We show consistently spatially heterogeneous structure-function coupling across modalities.•We find stronger coupling in slower and intermediate frequency bands.•Network communication models capture different coupling patterns in different bands.•Structure-function coupling reflects the sensorimotor-association axis and laminar differentiation. The relationship between structural and functional connectivity in the brain is a key question in connectomics. Here we quantify patterns of structure-function coupling across the neocortex, by comparing structural connectivity estimated using diffusion MRI with functional connectivity estimated using both neurophysiological (MEG-based) and haemodynamic (fMRI-based) recordings. We find that structure-function coupling is heterogeneous across brain regions and frequency bands. The link between structural and functional connectivity is generally stronger in multiple MEG frequency bands compared to resting state fMRI. Structure-function coupling is greater in slower and intermediate frequency bands compared to faster frequency bands. We also find that structure-function coupling systematically follows the archetypal sensorimotor-association hierarchy, as well as patterns of laminar differentiation, peaking in granular layer IV. Finally, structure-function coupling is better explained using structure-informed inter-regional communication metrics than using structural connectivity alone. Collectively, these results place neurophysiological and haemodynamic structure-function relationships in a common frame of reference and provide a starting point for a multi-modal understanding of structure-function coupling in the brain.
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ISSN:1053-8119
1095-9572
1095-9572
DOI:10.1016/j.neuroimage.2023.120276