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Small world properties changes in mild traumatic brain injury
被引:21
|作者:
Zhou, Yongxia
[1
]
机构:
[1] NYU, Dept Radiol, Ctr Biomed Imaging, Langone Med Ctr, 560 1St Ave, New York, NY 10016 USA
关键词:
mild traumatic brain injury;
small-world property;
graph theory;
diffusion tensor imaging;
functional connectivity;
postconcussive symptom;
DIFFUSE AXONAL INJURY;
FUNCTIONAL CONNECTIVITY;
CORTICAL THICKNESS;
GRAPH-THEORY;
STRUCTURAL NETWORKS;
TENSOR;
DISRUPTION;
DYNAMICS;
METRICS;
D O I:
10.1002/jmri.25548
中图分类号:
R8 [特种医学];
R445 [影像诊断学];
学科分类号:
1002 ;
100207 ;
1009 ;
摘要:
PurposeTo investigate local and global efficiency changes characterized by small-world properties based on resting-state functional MRI, such as centrality and clustering coefficient, in mild traumatic brain injury (MTBI) patients; and to associate these findings with axonal injury as measured by diffusion tensor imaging (DTI) as well as with post-concussive symptom (PCS). Materials and MethodsThirty patients (mean age 3513 years) with clinically defined MTBI and 45 age-matched healthy controls (mean age 3710 years) participated in the experiments. Resting-state functional MRI was performed using gradient echo planar imaging sequence with 3 Tesla MRI scanner to obtain functional small-world networks. Out of all participants, 20 MTBI patients and 20 controls had available DTI data with three b-values (0, 500, 1000) s/mm(2) and 30 directions for diffuse axonal injury analyses. ResultsCompared with controls, MTBI patients showed lower relative betweenness centrality (P=0.01), but significantly higher clustering coefficient (P=0.04), and these two metrics correlated negatively in patients (r=-0.77; P<0.001). Regions with lower betweenness centrality (e.g., frontal and occipital) corresponded with the regions of reduced FA in patients, while global FA reduction correlated with betweenness centrality (r=0.48; P=0.03) and clustering coefficient (r=-0.46; P=0.04) in MTBI patients. In addition, there was significantly higher thalamocortical connectivity that correlated with clustering coefficient (r=0.39; P=0.03) in patients. Also, patients with higher clustering coefficient tended to have less PCS score with negative correlation (r=-0.4; P=0.04). ConclusionOur results demonstrated significant functional small-world properties changes in patients with MTBI, and suggest decreased global efficiency, possibly due to diffuse axonal injury and local network upregulation including increased thalamo-cortical connectivity. Level of Evidence: 2 Technical Efficacy: Stage 2 J. MAGN. RESON. IMAGING 2017;46:518-527
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页码:518 / 527
页数:10
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