Back to Search
Start Over
Aberrant dynamic functional network connectivity in patients with diffuse axonal injury.
- Source :
-
Scientific reports [Sci Rep] 2024 Nov 09; Vol. 14 (1), pp. 27386. Date of Electronic Publication: 2024 Nov 09. - Publication Year :
- 2024
-
Abstract
- Diffuse axonal injury (DAI) results in aberrant functional connectivity and is significantly linked to cognitive impairment. Nevertheless, the network mechanisms influencing neurocognitive function following DAI remain unclear. This study aimed to examine the characteristics of static and dynamic functional network connectivity (FNC) in patients with DAI. Resting-state functional magnetic resonance imaging data were collected from 26 patients with DAI and 27 healthy controls. Resting-state networks were extracted using independent component analysis. We evaluated the connectivity strength through spatial maps and static FNC, and then further dynamic properties were identified using a sliding time-window approach and k-means clustering, and investigated their associations with clinical variables. Patients with DAI showed stronger intra-network spatial maps in the default mode network and subcortical network than healthy controls, but static inter-network functional connectivity remained stable. Furthermore, three recurring states for dynamic connectivity were identified in all participants, and state 1 occurred most frequently in patients with DAI and exhibited higher fractional time, and as well as longer mean dwell time, which was positively associated with MMSE scores. Meanwhile, patients with DAI exhibited mostly increased functional connectivity strength of dynamic FNC in all states, particularly within the default mode network and visual network. These findings suggest that patients with DAI are characterized by altered dynamic FNC and temporal properties, which provide distinct complementary information different from static functional connectivity, and new insights into the neural pathophysiology of DAI associated with cognitive impairment.<br /> (© 2024. The Author(s).)
- Subjects :
- Humans
Male
Female
Adult
Middle Aged
Cognitive Dysfunction physiopathology
Cognitive Dysfunction diagnostic imaging
Brain physiopathology
Brain diagnostic imaging
Case-Control Studies
Connectome
Brain Mapping
Default Mode Network physiopathology
Default Mode Network diagnostic imaging
Diffuse Axonal Injury physiopathology
Diffuse Axonal Injury diagnostic imaging
Magnetic Resonance Imaging
Nerve Net physiopathology
Nerve Net diagnostic imaging
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 14
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 39521859
- Full Text :
- https://doi.org/10.1038/s41598-024-79052-4