Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 610054, China.
Comput Math Methods Med. 2013;2013:976365. doi: 10.1155/2013/976365. Epub 2013 Apr 17.
To study the differences in functional brain networks between eyes-closed (EC) and eyes-open (EO) at resting state, electroencephalographic (EEG) activity was recorded in 21 normal adults during EC and EO states. The synchronization likelihood (SL) was applied to measure correlations between all pairwise EEG channels, and then the SL matrices were converted to graphs by thresholding. Graphs were measured by topological parameters in theta (4-7 Hz), alpha (8-13 Hz), and beta (14-30 Hz) bands. By changing from EC to EO states, mean cluster coefficients decreased in both theta and alpha bands, but mean shortest path lengths became shorter only in the alpha band. In addition, local efficiencies decreased in both theta and alpha bands, while global efficiencies in the alpha band increased inversely. Opening the eyes decreased both nodes and connections in frontal area in the theta band, and also decreased those in bilateral posterior areas in the alpha band. These results suggested that a combination of the SL and graph theory methods may be a useful tool for distinguishing states of EC and EO. The differences in functional connectivity between EC and EO states may reflect the difference of information communication in human brain.
为了研究静息状态下闭眼(EC)和睁眼(EO)时大脑功能网络的差异,我们记录了 21 名正常成年人在 EC 和 EO 状态下的脑电(EEG)活动。我们采用同步可能性(SL)来测量所有两两 EEG 通道之间的相关性,然后通过阈值处理将 SL 矩阵转换为图。通过在 theta(4-7 Hz)、alpha(8-13 Hz)和 beta(14-30 Hz)频段内的拓扑参数来测量图形。从 EC 到 EO 状态的转变,theta 和 alpha 频段的平均聚类系数降低,但 alpha 频段的平均最短路径长度变短。此外,theta 和 alpha 频段的局部效率降低,而 alpha 频段的全局效率则增加。睁眼会降低 theta 频段额区的节点和连接,也会降低 alpha 频段双侧后区的节点和连接。这些结果表明,SL 和图论方法的结合可能是区分 EC 和 EO 状态的有用工具。EC 和 EO 状态下功能连接的差异可能反映了人脑信息传递的差异。