Personalized Brain-Computer Interface-based Intervention for Mindful Anxiety Regulation in Young Adults: A Randomized Clinical Trial
Wan Jie Tan, Yi Ding, Xiangting Bernice Lin, Neethu Robinson, Qiuhao Zeng, Su Zhang, Aung Aung Phyo Wai, Tih-Shih Lee, Cuntai Guan
medRxiv March 2, 2024 preprint DOI: 10.1101/2024.03.01.24303187 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Open-label, two-arm randomized clinical trial |
|---|---|
| Sample size | 30 |
| Population | Young adults from the community aged 21-35 with at least moderate anxiety |
| Duration | Eight 30-minute sessions over 2 weeks |
| Measures | Beck Anxiety Inventory II, State-Trait Anxiety Inventory (Form Y), electroencephalography (EEG), Insomnia Severity Index, Difficulties in Emotion Regulation Scale, Mindfulness Awareness Attention Scale, Depression Anxiety Stress Scale-21 |
| Topics | Anxiety |
| Registration | NCT04626713 |
| Key findings | The BCI-based mindfulness intervention was safe and acceptable, with no severe adverse events, but attrition was 40%, mainly from technical issues. Pooled analyses showed significant pre-to-post reductions in anxiety, depression, stress, and insomnia, with anxiety improvements supported by physiological EEG changes; participants also reported greater mindful awareness, emotion regulation strategies, and impulse control. The authors suggest the intervention is feasible and potentially efficacious, and a larger trial is warranted. |
Abstract
Importance: Brain-computer interface-(BCI-) based interventions are promising means for self-administered anxiety treatment due to their non-invasiveness and portability. However, few studies have explored their viability in the home setting.
Objective: To evaluate the feasibility and preliminary efficacy of a novel, personalized, BCI-based intervention integrating mindfulness principles for anxiety regulation in the home setting.
Design: An open-label, two-arm randomized clinical trial was conducted from January 2021 to December 2021.
Setting: The study was conducted at Duke-NUS Medical School, Singapore.
Participants: Thirty young adults from the community aged 21-35 with at least moderate anxiety were randomized 1:1 to either the intervention or waitlist-control group. Intervention: The intervention was self-administered by the participants and involved eight 30-minute sessions held at home over 2 weeks.
Main Outcomes and Measures: The primary outcomes were safety, acceptability, and anxiety (Beck Anxiety Inventory II, State-Trait Anxiety Inventory [Form Y], and electroencephalography [EEG] data). Secondary outcomes were quality of sleep (Insomnia Severity Index), emotion regulation (Difficulties in Emotion Regulation Scale), mindful awareness (Mindfulness Awareness Attention Scale), and depression and stress subscales in the Depression Anxiety Stress Scale-21.
Results: The intervention was safe and acceptable. No severe adverse events were reported. The attrition rate was 40%, predominantly due to technical issues. Pooled analyses indicated a significant reduction in anxiety, depression, stress, and insomnia from pre- to post-intervention. Improvements in anxiety were supported by physiological changes. Participants also reported significantly greater mindful awareness, access to emotion regulation strategies, and control over impulses. Conclusion and Relevance: These findings suggest that our BCI-based intervention is feasible and potentially efficacious for participants to entrain anxiety regulation independently at home. A larger trial is warranted.
Trial Registration: ClinicalTrials.gov NCT04626713 ; https://tinyurl.com/27hn2m76
Citations in the library
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- EEG dynamics of experienced Zen meditation practitioners probed by complexity index and spectral measure Journal of Medical Engineering & Technology 2009
- Potential Mechanisms of Mindfulness in Improving Sleep and Distress. Mindfulness 2018
- Virtual Reality for Anxiety Reduction Demonstrated by Quantitative EEG: A Pilot Study. Frontiers in Psychology 2018
- Mindfulness-Based Interventions for Anxiety and Depression Psychiatric Clinics of North America September 18, 2017
and 2 more in the library