Interhemispheric Brain Switching Correlates with Severity of Sleep-Disordered Breathing for Obstructive Sleep Apnea Patients

被引:6
|
作者
Li, Yuwen [1 ]
Zhang, Zhimin [2 ,3 ]
Zhu, Guohun [3 ]
Gan, Hongping [3 ,4 ]
Liu, Deyin [3 ,5 ]
Weng, Wei [1 ,6 ]
Wei, Shoushui [2 ]
机构
[1] Xiamen Univ, Dept Automat, Xiamen 361000, Peoples R China
[2] Shandong Univ, Sch Control Sci & Engn, Jinan 250100, Shandong, Peoples R China
[3] Univ Queensland, Sch Informat Technol & Elect Engn, Brisbane, Qld 4072, Australia
[4] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
[5] Zhengzhou Univ, Sch Informat Engn, Zhengzhou 450001, Henan, Peoples R China
[6] Xiamen Univ Technol, Coll Comp & Informat Engn, Xiamen 361024, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2019年 / 9卷 / 08期
基金
中国博士后科学基金;
关键词
EEG; brain switching; obstructive sleep apnoea; laterality index; fuzzy entropy; FUNCTIONAL MRI; EEG COHERENCE; ENTROPY; INDEX; POWER;
D O I
10.3390/app9081568
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
(1) Background: Alternating interhemispheric slow-wave activity during sleep is well-established in birds and cetaceans, but its investigation in humans has been largely neglected. (2) Methods: Fuzzy entropy was used to calculate a laterality index (LI) from C3 and C4 EEG channels. The subjects were grouped according to an apnoea-hypopnoea index (AHI) for statistical analyses: Group A AHI < 15 (mild); Group B 15 AHI < 30 (moderate); Group C AHI 30 (severe). The LI distribution was analysed to characterise the brain activity variation in both hemispheres, and the cross-zero switching rate was given statistical tests to find the correlations with the severity of obstructive sleep apnea and sleep states, i.e., wake (W), light sleep (LS), deep sleep (DS), and REM. (3) Results: EEG brain switching activity was observed in all sleep stages, and the LI distribution shows that, for obstructive sleep apnea patients, the interhemispheric asymmetry of brain activity is more obvious than healthy people. A one-way ANOVA revealed a significant difference of switching rate among three groups (F(2,95) = 7.23, p = 0.0012), with Group C shows the least, and also a significant difference among four sleep stages (F(3,94) = 5.09, p = 0.0026), with REM the highest. (4) Conclusions: The alternating interhemispheric activity is confirmed ubiquitous for humans during sleep, and sleep-disordered breathing intends to exacerbate the interhemispheric asymmetry.
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页数:13
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