{"title":"Structural connector hub properties of the thalamus in large-scale brain networks: white matter structure as an anatomical basis","authors":"Tatsuya Jitsuishi, Atsushi Yamaguchi","doi":"10.1016/j.neuroimage.2025.121333","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":19299,"journal":{"name":"NeuroImage","volume":"317 ","pages":"Article 121333"},"PeriodicalIF":4.7000,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"NeuroImage","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1053811925003362","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NEUROIMAGING","Score":null,"Total":0}
引用次数: 0
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.
期刊介绍:
NeuroImage, a Journal of Brain Function provides a vehicle for communicating important advances in acquiring, analyzing, and modelling neuroimaging data and in applying these techniques to the study of structure-function and brain-behavior relationships. Though the emphasis is on the macroscopic level of human brain organization, meso-and microscopic neuroimaging across all species will be considered if informative for understanding the aforementioned relationships.