Insights from nine nights of self-applied, low-density sleep EEG during sleep restriction therapy: a proof-of-concept evaluation
Stanyer, E. C.; Le Roux, M.; Sharman, R.; Ribeiro Pereira, S. I.; Davidson, S. M.; Tarassenko, L.; Espie, C. A.; Kyle, S. D.
Show abstract
Objectives: Self-applied, low-density EEG offers opportunities to examine sleep in the home environment, yet its feasibility during behavioural sleep interventions remains unexplored. This pilot study aimed to evaluate the feasibility and acceptability of a self-applied, low-density EEG device during sleep restriction therapy (SRT) and explore effects on sleep and affect. Methods: Seventeen adults with insomnia and depressive symptoms completed a 2-week baseline and 4 weeks of SRT. The primary outcome was the proportion of expected EEG recordings completed and scoreable. Secondary outcomes included clinical measures, sleep continuity (sleep diary, actigraphy), sleep architecture (low-density EEG for 9 nights), power spectral density, and affect. Data were analysed with linear mixed models. Cohen's d and 95% confidence intervals were reported. Results: Feasibility was demonstrated (92% of expected EEG nights completed). SRT was associated with reductions in insomnia severity, depressive symptoms, negative affect, and increases in positive affect. Robust improvements were observed across treatment in sleep continuity (SOL, WASO, SE) from diary, which were paralleled by actigraphy. EEG revealed reduced TIB, TST, N1, N2, REM sleep, and REM latency during week one. Reductions in EEG-derived TIB and N1 sleep were maintained at night 28. There were no reliable differences for spectral or spindle measures. Conclusions: These findings suggest that self-applied, low-density EEG during SRT is feasible, acceptable, and may capture sleep changes during treatment. They highlight the potential for multi-night monitoring of sleep interventions at home and elucidating mechanisms underlying therapeutic change.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Light Enhanced Cognitive Behavioral Therapy (CBT + ) for Insomnia and Fatigue During Chemotherapy for Breast Cancer: A Randomized Controlled Trial 96%
- Exposure to relaxing words during sleep promotes slow-wave sleep and subjective sleep quality 96%
- Sustained polyphasic sleep restriction abolishes human growth hormone release 96%
Similar papers in this journal
- Methodological approach to sleep state misperception in insomnia disorder: comparison between multiple nights of actigraphy recordings and a single night of polysomnography recording 98%
- Effects of cognitive behavioral therapy for insomnia on subjective and objective measures of sleep and cognition 98%
- Application of Down-Phase Targeted Auditory Stimulation During Sleep in a Home Setting: A Feasibility Study Across Seven Consecutive Nights 96%
Similar papers in this journal
Similar papers in this journal
- Concentration-effect relationships of plasma caffeine on EEG delta power and cardiac autonomic activity during human sleep 96%
- The potential of ensemble-based automated sleep staging on single-channel EEG signal from a wearable device 96%
- The effects of daylight saving time clock changes on accelerometer-measured sleep duration in the UK Biobank 95%
Similar papers in this journal
- Topographical relocation of adolescent sleep spindles reveals a new maturational pattern of the human brain 96%
- Sleep Regularity Index as a Novel Indicator of Sleep Disturbance in Stroke Survivors: A Secondary Data Analysis 95%
- First-night effect reduces the beneficial effects of sleep on visual plasticity and modifies the underlying neurochemical processes 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.