Objective. Standing balance forms the basis of daily activities that require the integration of multi-sensory information and coordination of multi-muscle activation. Previous studies have confirmed that the cortex is directly involved in balance control, but little is known about the neural mechanisms of cortical integration and muscle coordination in maintaining standing balance. Approach. We used a direct directed transfer function (dDTF) to analyze the changes in the cortex and muscle connections of healthy subjects (15 subjects: 13 male and 2 female) corresponding to different standing balance tasks. Main results. The results show that the topology of the EEG brain network and muscle network changes significantly as the difficulty of the balancing tasks increases. For muscle networks, the connection analysis shows that the connection of antagonistic muscle pairs plays a major role in the task. For EEG brain networks, graph theory-based analysis shows that the clustering coefficient increases significantly, and the characteristic path length decreases significantly with increasing task difficulty. We also found that cortex-to-muscle connections increased with the difficulty of the task and were significantly stronger than the muscle-to-cortex connections. Significance. These results show that changes in the difficulty of balancing tasks alter EEG brain networks and muscle networks, and an analysis based on the directed network can provide rich information for exploring the neural mechanisms of balance control.
基金:
National Key Research and Development Program of China [2017YFB1401200]; Natural Science Foundation of Hebei Province [F2020201048, F2021201002, F2021201005]; Key project of Hebei province department of education [ZD2020146]
第一作者机构:[1]Hebei Univ, Key Lab Digital Med Engn Hebei Prov, Baoding 071002, Peoples R China[2]Yanshan Univ, Inst Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China
通讯作者:
通讯机构:[1]Hebei Univ, Key Lab Digital Med Engn Hebei Prov, Baoding 071002, Peoples R China[3]Hebei Univ, Dev Planning Off, Affiliated Hosp, Baoding 071002, Peoples R China
推荐引用方式(GB/T 7714):
Liang Tie,Hong Lei,Xiao Jinzhuang,et al.Directed network analysis reveals changes in cortical and muscular connectivity caused by different standing balance tasks[J].JOURNAL OF NEURAL ENGINEERING.2022,19(4):doi:10.1088/1741-2552/ac7d0c.
APA:
Liang, Tie,Hong, Lei,Xiao, Jinzhuang,Wei, Lixin,Liu, Xiaoguang...&Liu, Xiuling.(2022).Directed network analysis reveals changes in cortical and muscular connectivity caused by different standing balance tasks.JOURNAL OF NEURAL ENGINEERING,19,(4)
MLA:
Liang, Tie,et al."Directed network analysis reveals changes in cortical and muscular connectivity caused by different standing balance tasks".JOURNAL OF NEURAL ENGINEERING 19..4(2022)