The utility of wearable headband electroencephalography and pulse photoplethysmography to assess cortical and physiological arousal in individuals with stress-related mental disorders.
Borbála BlaskovichEsteban Bullón-TarrasóDorothee PöhlchenAlexandros ManafisHannah NeumayerLuciana BesedovskyTanja Brücklnull nullPeter SimorFlorian P BinderVictor I SpoormakerPublished in: Journal of sleep research (2023)
Several stress-related mental disorders are characterised by disturbed sleep, but objective sleep biomarkers are not routinely examined in psychiatric patients. We examined the use of wearable-based sleep biomarkers in a psychiatric sample with headband electroencephalography (EEG) including pulse photoplethysmography (PPG), with an additional focus on microstructural elements as especially the shift from low to high frequencies appears relevant for several stress-related mental disorders. We analysed 371 nights of sufficient quality from 83 healthy participants and those with a confirmed stress-related mental disorder (anxiety-affective spectrum). The median value of macrostructural, microstructural (spectral slope fitting), and heart rate variables was calculated across nights and analysed at the individual level (N = 83). The headbands were accepted well by patients and the data quality was sufficient for most nights. The macrostructural analyses revealed trends for significance regarding sleep continuity but not sleep depth variables. The spectral analyses yielded no between-group differences except for a group × age interaction, with the normal age-related decline in the low versus high frequency power ratio flattening in the patient group. The PPG analyses showed that the mean heart rate was higher in the patient group in pre-sleep epochs, a difference that reduced during sleep and dissipated at wakefulness. Wearable devices that record EEG and/or PPG could be used over multiple nights to assess sleep fragmentation, spectral balance, and sympathetic drive throughout the sleep-wake cycle in patients with stress-related mental disorders and healthy controls, although macrostructural and spectral markers did not differ between the two groups.
Keyphrases
- heart rate
- sleep quality
- blood pressure
- physical activity
- heart rate variability
- high frequency
- optical coherence tomography
- end stage renal disease
- newly diagnosed
- working memory
- depressive symptoms
- case report
- heat stress
- electronic health record
- bipolar disorder
- white matter
- drug induced
- big data
- single cell
- computed tomography
- patient reported
- dual energy
- high density