Evidence map›Paper›PMID 35603045›Full record

ArticleCognitive neurodynamics2022

Sensorimotor rhythm neurofeedback training relieves anxiety in healthy people.

Shuang Liu, Xinyu Hao, Xiaoya Liu, Yuchen He, Ludan Zhang, Xingwei An, Xizi Song, Dong Ming

Abstract read
In one paragraph

Article in Cognitive neurodynamics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Shuang LiuAcademy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.
Xinyu HaoAcademy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.
Xiaoya LiuAcademy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.
Yuchen HeAcademy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.
Ludan ZhangAcademy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.
Xingwei AnAcademy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.
Xizi SongAcademy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.
Dong MingAcademy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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. Supplementary Information: The online version contains supplementary material available at 10.1007/s11571-021-09732-8.

Indexed as

AnxietyEEGNeurofeedbackSensorimotor rhythm

Identifiers

PMID35603045
PMCPMC9120321

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.