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Updated: Mar 25, 2026

Electroencephalography Network Indices as Biomarkers of Upper Limb Impairment in Chronic Stroke
Published on: July 14, 2023
[Small-world properties of the brain functional networks in patients with chronic ischemic stroke]
Yaqing Huang1, Bin Liu, Ming Yang
1Department of Radiology, Zhongda Hospital, Southeast University, Nanjing 210009, China.
Objective:
To explore the characteristics of small-world properties of the brain functional networks in patients with chronic ischemic stroke.
Methods:
A total of 42 stroke patients and 25 matched healthy volunteers were scanned with BOLD-fMRI and the whole-brain functional networks were constructed.Two sample t-tests were used to evaluate the changes.The properties including Eglobal, Elocal, Lp, Cp, γ, λ, σ.
Results:
Within 0.1≤sparsity≤0.2, both groups satisfied the small-world properties(σ>1). However, the Cp and Elocal of stroke group was significantly lower (P<0.05).
Conclusions:
The networks in both groups still satisfied the small-world but parts of the properties in patients have changed. The reduced properties including Cp and Elocal.These changes will provide a new perspective for pathophysiological mechanism and also be helpful for understanding this disease.
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