Structural connector hub properties of the thalamus in large-scale brain networks: white matter structure as an anatomical basis

Connector hubs are critical to maintain the modular architecture of large-scale brain networks. This study aimed to explore the structural connector hub properties of the thalamus via the white matter pathways as an anatomical substrate. First, whole-brain tractography was performed to examine the thalamocortical structural connectivity (SC) based on the canonical seven resting-state networks (7-RSNs). It identified multiple overlapping clusters in the thalamus, which are highly connected to the canonical 7-RSNs. Graph theoretical analysis indicated that these clusters have higher participation coefficient (PC) and within-module degree Z-score (WMD) values, suggesting nodal centrality between separate modules. Further, thalamic nuclei with structurally defined connector hub properties showed high functional connectivity (FC) with canonical RSNs in multiple task-fMRI analyses. Collectively, these findings suggest that the thalamus harbors intrinsic structural connector hub properties in large-scale networks as an anatomical basis.

Authors

Institutions

Publication Details

Journal
NeuroImage
Published
2025-06-17
DOI
https://doi.org/10.1016/j.neuroimage.2025.121333
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Structural connector hub properties of the thalamus in large-scale brain networks: white matter structure as an anatomical basis

Tatsuya Jitsuishi, Atsushi Yamaguchi
NeuroImage
Functional Brain Connectivity Studies
article

Structural connector hub properties of the thalamus in large-scale brain networks: white matter structure as an anatomical basis

Tatsuya Jitsuishi, Atsushi Yamaguchi
article en

Abstract

Connector hubs are critical to maintain the modular architecture of large-scale brain networks. This study aimed to explore the structural connector hub properties of the thalamus via the white matter pathways as an anatomical substrate. First, whole-brain tractography was performed to examine the thalamocortical structural connectivity (SC) based on the canonical seven resting-state networks (7-RSNs). It identified multiple overlapping clusters in the thalamus, which are highly connected to the canonical 7-RSNs. Graph theoretical analysis indicated that these clusters have higher participation coefficient (PC) and within-module degree Z-score (WMD) values, suggesting nodal centrality between separate modules. Further, thalamic nuclei with structurally defined connector hub properties showed high functional connectivity (FC) with canonical RSNs in multiple task-fMRI analyses. Collectively, these findings suggest that the thalamus harbors intrinsic structural connector hub properties in large-scale networks as an anatomical basis.

NeuroImageVol. 317
Chiba University (JP)
Openalex Percentile: Top 87%
Functional Brain Connectivity Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.