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Sleep and Activity Patterns as Transdiagnostic Behavioral Biomarkers in Psychiatry: Longitudinal Observational Study
Dylan Hamitouche1,2, Tihare Zamorano1,3, Youcef Barkat1,4
1Douglas Mental Health University Institute, 6875 LaSalle boulevard, Verdun, QC, H4H 1R3, Canada, 1 514-239-0428.
JMIR Formative Research
|November 14, 2025
Summary
Actigraphy, a wearable sensor, shows promise in tracking psychiatric symptom severity by correlating sleep and activity patterns with patient-reported outcomes. These objective measures offer a scalable approach for clinical monitoring beyond traditional self-report scales.
Area of Science:
- Psychiatry
- Digital Health
- Wearable Technology
Background:
- Psychiatric symptom rating scales rely on self-report, limiting monitoring and prediction of outcomes.
- Actigraphy offers objective, high-resolution behavioral data for symptom fluctuation assessment.
- Previous studies on actigraphy in psychiatry focused on narrow groups, hindering clinical application.
Purpose of the Study:
- To investigate correlations between actigraphy-derived sleep/activity features and psychiatric symptom severity in a transdiagnostic sample.
- To identify clinically relevant actigraphy features across various temporal resolutions.
Main Methods:
- Feasibility case series of 8 outpatients (ages 18-52) using wrist-based actigraphy for up to 5 months.
- Symptom severity assessed via self- and clinician-rated scales.
- Intraindividual and interindividual correlations analyzed across daily, weekly, monthly, and full-duration data.
Main Results:
- Later rise times correlated with higher weekly PHQ-9 and GAD-7 scores.
- Increased light physical activity linked to lower weekly/monthly PHQ-9 scores.
- Increased sedentary activity associated with lower GAD-7 scores over the full study duration.
Conclusions:
- Actigraphy features like rise time and physical activity are potential transdiagnostic markers for psychiatric symptom burden.
- Consistent associations across temporal scales and diagnoses suggest utility for clinical monitoring.
- Further validation in larger cohorts and advanced analyses are needed.
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