DocumentCode :
2100630
Title :
Reorganization of functional brain networks during the recovery of stroke: A functional MRI study
Author :
Lin Cheng ; Zhiyuan Wu ; Yi Fu ; Fei Miao ; Junfeng Sun ; Shanbao Tong
Author_Institution :
Sch. of Biomed. Eng., Shanghai Jiao Tong Univ., Shanghai, China
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
4132
Lastpage :
4135
Abstract :
Studies have demonstrated that reorganization of the cortex after stroke contributed to the recovery of motor function. However, these studies paid much more attention to the reorganization of motor-related brain regions and motor executive network which only contained tens of brain regions, ignoring the change in brain-wide network during the restoration of motor function. Based on this consideration, this paper investigated the functional reorganization of brain-wide network during the recovery after stroke from the perspective of graph theory. At four time points (less than 10 days, around 2 weeks, 1 month and 3 months) after stroke onset, we obtained the functional MRI (fMRI) data of stroke patients when they were doing finger tapping task. Based on the fMRI data, we constructed the brain-wide functional network which consisted of 264 putative functional areas for each subject at each time point. Then the topological parameters (e.g., characteristic path length and cluster coefficient) of these brain networks were examined. Results showed that the brain networks shifted towards a non-optimal topological configuration with low small-worldness during the process of recovery. And this finding may broaden our knowledge about the reorganization of brain function during recovery after stroke.
Keywords :
biomechanics; biomedical MRI; brain; graph theory; medical image processing; neurophysiology; brain-wide functional network; characteristic path length; cluster coefficient; cortex; fMRI data; finger tapping task; functional MRI data; functional brain network reorganization; functional brain networks; graph theory; motor executive network; motor function restoration; motor-related brain regions; nonoptimal topological configuration; stroke patients; stroke recovery; topological parameters; Educational institutions; Humans; Information processing; Magnetic resonance imaging; Sun; Thumb; Adult; Aged; Brain; Brain Mapping; Female; Humans; Magnetic Resonance Imaging; Male; Middle Aged; Movement Disorders; Nerve Net; Neuronal Plasticity; Recovery of Function; Stroke;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6346876
Filename :
6346876
Link To Document :
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