Multimodal Phenotyping in Adolescent Inpatient Depression: An Observational Study
Digital Phenotyping and Multimodal Biomarker Discovery for Major Depressive Episodes in Adolescent Inpatients: A Prospective Cohort Study
About This Trial
This cohort study involves the dynamic collection of clinical information from adolescent patients with major depressive episodes (including both major depressive disorder and bipolar disorder), encompassing serum parameters, physiological-behavioral signals, neuroimaging data, and neuropsychological scales. The study aims to summarize the comprehensive clinical characteristics of this population, identify new risk factors, and establish multivariate predictive models for treatment response, cognitive and emotional impairments. Furthermore, this research will thoroughly investigate the underlying neural mechanisms linking clinical manifestations and neuroimaging features in major depressive episodes.
Who May Be Eligible (Plain English)
Original Eligibility Criteria
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Treatments Being Tested
data collection and follow-up
Main measures and data collection methods: 1. Recording of baseline demographic and clinical information of the participants. 2. Multimodal magnetic resonance imaging. 3. Heart rate variability. 4. Electroencephalography. 5. Emotion-related questionnaires. 6. Cognitive tests. 7. Behavioral data collection using wearable devices. 8. Blood samples collection.