4.6 Article

Altered controllability of white matter networks and related brain function changes in first-episode drug-naive schizophrenia

Journal

CEREBRAL CORTEX
Volume 33, Issue 4, Pages 1527-1535

Publisher

OXFORD UNIV PRESS INC
DOI: 10.1093/cercor/bhac421

Keywords

functional dynamics; network controllability; schizophrenia; structural connectivity; white matter

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Understanding how structural connectivity alterations affect dynamic function in schizophrenia patients, this study investigated the capacity of brain regions/networks to shift the system into easy-to-reach states. The results showed reduced controllability in default mode network, visual network, and subcortical regions, and increased controllability in somatomotor network. These alterations were also associated with impaired functional topology and increased temporal variability in dynamic functional connectivity.
Understanding how structural connectivity alterations affect aberrant dynamic function using network control theory will provide new mechanistic insights into the pathophysiology of schizophrenia. The study included 140 drug-naive schizophrenia patients and 119 healthy controls (HCs). The average controllability (AC) quantifying capacity of brain regions/networks to shift the system into easy-to-reach states was calculated based on white matter connectivity and was compared between patients and HCs as well as functional network topological and dynamic properties. The correlation analysis between AC and duration of untreated psychosis (DUP) were conducted to characterize the controllability progression pattern without treatment effects. Relative to HCs, patients exhibited reduced AC in multiple nodes, mainly distributed in default mode network (DMN), visual network (VN), and subcortical regions, and increased AC in somatomotor network. These networks also had impaired functional topology and increased temporal variability in dynamic functional connectivity analysis. Longer DUP was related to greater reductions of AC in VN and DMN. The current study highlighted potential structural substrates underlying altered functional dynamics in schizophrenia, providing a novel understanding of the relationship of anatomic and functional network alterations.

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