TY - JOUR
T1 - Efficacy Evaluation of Neurofeedback-Based Anxiety Relief
AU - Chen, Chao
AU - Xiao, Xiaolin
AU - Belkacem, Abdelkader Nasreddine
AU - Lu, Lin
AU - Wang, Xin
AU - Yi, Weibo
AU - Li, Penghai
AU - Wang, Changming
AU - Sha, Sha
AU - Zhao, Xixi
AU - Ming, Dong
N1 - Funding Information:
This work was partly financially supported by the National Natural Science Foundation of China (61806146, 61971118, and 81901860), Research Plan for Innovation in Clinical Technology by Beijing Hospitals Authority (XMLX201805), Beijing Municipal Administration of Hospitals Incubating Program (PX2018063), Scientific Special Commissioner Foundation of Tianjin City (19JCTPJC56000), Graduate Research and Innovation Project of Tianjin City (2019YJSS052), Beijing Key Laboratory of Mental Disorders (Code: 2020JSJB04), and Natural Science Foundation of Tianjin City (18JCYBJC95400).
Publisher Copyright:
© Copyright © 2021 Chen, Xiao, Belkacem, Lu, Wang, Yi, Li, Wang, Sha, Zhao and Ming.
PY - 2021/10/28
Y1 - 2021/10/28
N2 - Anxiety disorder is a mental illness that involves extreme fear or worry, which can alter the balance of chemicals in the brain. This change and evaluation of anxiety state are accompanied by a comprehensive treatment procedure. It is well-known that the treatment of anxiety is chiefly based on psychotherapy and drug therapy, and there is no objective standard evaluation. In this paper, the proposed method focuses on examining neural changes to explore the effect of mindfulness regulation in accordance with neurofeedback in patients with anxiety. We designed a closed neurofeedback experiment that includes three stages to adjust the psychological state of the subjects. A total of 34 subjects, 17 with anxiety disorder and 17 healthy, participated in this experiment. Through the three stages of the experiment, electroencephalography (EEG) resting state signal and mindfulness-based EEG signal were recorded. Power spectral density was selected as the evaluation index through the regulation of neurofeedback mindfulness, and repeated analysis of variance (ANOVA) method was used for statistical analysis. The findings of this study reveal that the proposed method has a positive effect on both types of subjects. After mindfulness adjustment, the power map exhibited an upward trend. The increase in the average power of gamma wave indicates the relief of anxiety. The enhancement of the wave power represents an improvement in the subjects’ mindfulness ability. At the same time, the results of ANOVA showed that P < 0.05, i.e., the difference was significant. From the aspect of neurophysiological signals, we objectively evaluated the ability of our experiment to relieve anxiety. The neurofeedback mindfulness regulation can effect on the brain activity pattern of anxiety disorder patients.
AB - Anxiety disorder is a mental illness that involves extreme fear or worry, which can alter the balance of chemicals in the brain. This change and evaluation of anxiety state are accompanied by a comprehensive treatment procedure. It is well-known that the treatment of anxiety is chiefly based on psychotherapy and drug therapy, and there is no objective standard evaluation. In this paper, the proposed method focuses on examining neural changes to explore the effect of mindfulness regulation in accordance with neurofeedback in patients with anxiety. We designed a closed neurofeedback experiment that includes three stages to adjust the psychological state of the subjects. A total of 34 subjects, 17 with anxiety disorder and 17 healthy, participated in this experiment. Through the three stages of the experiment, electroencephalography (EEG) resting state signal and mindfulness-based EEG signal were recorded. Power spectral density was selected as the evaluation index through the regulation of neurofeedback mindfulness, and repeated analysis of variance (ANOVA) method was used for statistical analysis. The findings of this study reveal that the proposed method has a positive effect on both types of subjects. After mindfulness adjustment, the power map exhibited an upward trend. The increase in the average power of gamma wave indicates the relief of anxiety. The enhancement of the wave power represents an improvement in the subjects’ mindfulness ability. At the same time, the results of ANOVA showed that P < 0.05, i.e., the difference was significant. From the aspect of neurophysiological signals, we objectively evaluated the ability of our experiment to relieve anxiety. The neurofeedback mindfulness regulation can effect on the brain activity pattern of anxiety disorder patients.
KW - EEG signal
KW - anxiety assessment
KW - anxiety disorder
KW - efficacy evaluation
KW - neurofeedback
UR - http://www.scopus.com/inward/record.url?scp=85119020851&partnerID=8YFLogxK
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U2 - 10.3389/fnins.2021.758068
DO - 10.3389/fnins.2021.758068
M3 - Article
AN - SCOPUS:85119020851
SN - 1662-4548
VL - 15
JO - Frontiers in Neuroscience
JF - Frontiers in Neuroscience
M1 - 758068
ER -