title: Characterizing dynamic local functional connectivity in the human brain.
abstract: Functional connectivity (FC), obtained from functional magnetic resonance imaging (fMRI), brings insights into the functional organization of the brain. Recently, rich and complex behaviour of brain has been revealed by the dynamic fluctuation of FC, which had previously been regarded as confounding 'noise'. While the dynamics of long-distance, inter-regional FC has been extensively studied, the dynamics of local FC within a few millimetres in space remains largely unexplored. In this study, the local FC was depicted by regional homogeneity (ReHo), and the dynamics of local FC was obtained using sliding windows method. We observed a robust positive correlation between ReHo and its temporal variability, which was shown to be an intrinsic feature of the brain rather than a pure stochastic effect. Furthermore, fluctuation of ReHo was associated with global functional organization: (i) brain regions with higher centrality of inter-regional FC tended to possess higher ReHo variability; (ii) coherence of ReHo fluctuation was higher within brain's functional modules. Finally, we observed alteration of ReHo variability during a motor task compared with resting-state. Our findings associated the temporal fluctuation of ReHo with brain function, opening up the possibility of dynamic local FC study in the future.
authors.affiliation: School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, China.
authors.forename: Lifu
authors.initials: L
authors.lastname: Deng
authors.affiliation: School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, China.
authors.forename: Junfeng
authors.initials: J
authors.lastname: Sun
authors.affiliation: School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, China.
authors.forename: Lin
authors.initials: L
authors.lastname: Cheng
authors.affiliation: School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, China.
authors.forename: Shanbao
authors.initials: S
authors.lastname: Tong
mesh_terms: D001921:Brain / Q000033:anatomy & histology / Q000502:physiology*; D063132:Connectome / Q000706:statistics & numerical data*; D005260:Female; D006801:Humans; D007091:Image Processing, Computer-Assisted; D008279:Magnetic Resonance Imaging; D008297:Male; D008875:Middle Aged; D009043:Motor Activity / Q000502:physiology*; D012146:Rest / Q000502:physiology*; D013647:Task Performance and Analysis