Liu Shuang, Hao Xinyu, Liu Xiaoya, He Yuchen, Zhang Ludan, An Xingwei, Song Xizi, Ming Dong
Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.
Department of Biomedical Engineering, College of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin, China.
Cogn Neurodyn. 2022 Jun;16(3):531-544. doi: 10.1007/s11571-021-09732-8. Epub 2021 Dec 2.
Timely relief of anxiety in healthy people is important, but there is little research on this topic at present. Neurofeedback training allows subjects to regulate their specific brain activities autonomously and thus alter their corresponding cognitive functions. Inattention is a significant cognitive deficit in patients with anxiety. Sensorimotor rhythm (SMR) was reported to be closely related to attention. In this study, trainability, frequency specificity, and brain-behavior relationships were utilized to verify the validity of a relative SMR power protocol. An EEG neurofeedback training system was developed for alleviating anxiety levels in healthy people. The EEG data were collected from 33 subjects during SMR up-training sessions. Subjects attended six times neurofeedback training for about 2 weeks. The feedback value of the neurofeedback group was the relative SMR power at the feedback electrode (electrode C3), while the feedback values for the control group were pseudorandom numbers. The trainability index revealed that the learning trend showed an increase in SMR power activity at the C3 electrode, confirming effects across training. The frequency specificity index revealed only that SMR band activity increased significantly in the neurofeedback group. The brain-behavior relationships index revealed that increased SMR activity correlated negatively with the severity of anxiety. This study indicates that neurofeedback training using a relative SMR power protocol, based on activity at the C3 electrode, could relieve anxiety levels for healthy people and increase the SMR power. Preliminary studies support the feasibility and efficacy of the relative SMR power protocol for healthy people with anxiety.
The online version contains supplementary material available at 10.1007/s11571-021-09732-8.
及时缓解健康人的焦虑情绪很重要,但目前关于该主题的研究较少。神经反馈训练使受试者能够自主调节其特定的大脑活动,从而改变相应的认知功能。注意力不集中是焦虑症患者的一种显著认知缺陷。据报道,感觉运动节律(SMR)与注意力密切相关。在本研究中,利用可训练性、频率特异性和脑-行为关系来验证相对SMR功率方案的有效性。开发了一种脑电图神经反馈训练系统,用于减轻健康人的焦虑水平。在SMR增强训练期间,从33名受试者收集脑电图数据。受试者参加了为期约2周的6次神经反馈训练。神经反馈组的反馈值是反馈电极(电极C3)处的相对SMR功率,而对照组的反馈值是伪随机数。可训练性指数显示,学习趋势表明C3电极处的SMR功率活动增加,证实了训练效果。频率特异性指数仅显示神经反馈组的SMR频段活动显著增加。脑-行为关系指数显示,SMR活动增加与焦虑严重程度呈负相关。本研究表明,基于C3电极活动的相对SMR功率方案的神经反馈训练可以缓解健康人的焦虑水平并增加SMR功率。初步研究支持相对SMR功率方案对焦虑健康人的可行性和有效性。
在线版本包含可在10.1007/s11571-021-09732-8获取的补充材料。