Multimodal Phenotyping in Adolescent Inpatient Depression: An Observational Study
MAPS-IO
Digital Phenotyping and Multimodal Biomarker Discovery for Major Depressive Episodes in Adolescent Inpatients: A Prospective Cohort Study
1 other identifier
observational
1,000
1 country
1
Brief Summary
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.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Mar 2025
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
March 1, 2025
CompletedFirst Submitted
Initial submission to the registry
November 17, 2025
CompletedFirst Posted
Study publicly available on registry
November 25, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
March 1, 2029
ExpectedStudy Completion
Last participant's last visit for all outcomes
March 1, 2029
November 25, 2025
March 1, 2025
4 years
November 17, 2025
November 23, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (6)
The 17-item Hamilton Depression Rating Scale (HAMD-17)
The HAMD-17 scale has 17 items. The total score ranges from 0-52, with higher score indicating more severe depressive symptoms. A total score of 0-7 is considered to be normal. Scores of 17 or higher indicate moderate, severe, or very severe depression.
at baseline, week 1, week 2, week 4, week 24, and up to 1 year
Change in brain functional connectivity measured by resting-state functional MRI
Resting-state functional magnetic resonance imaging (rs-fMRI) will be employed to evaluate functional connectivity alterations in core brain networks
at baseline, week 1, week 2, week 4, week 24, and up to 1 year
Change in Heart Rate Variability (HRV) via wearable device
Change in HRV derived from interbeat intervals (IBIs) collected via wearable device.
Within 4 weeks, but not exceeding 1 year.
Change in daily step count and activity patterns recorded via wearable device
Change in daily step count and overall activity patterns automatically recorded via wearable device.
Within 4 weeks, but not exceeding 1 year.
Change in Cytokines (reported in pg/mL)
Peripheral blood biomarkers will be measured to evaluate inflammatory and immune responses to treatment. Interferon-α (IFN-α) Interferon-γ (IFN-γ) Interleukin-1β (IL-1β) Interleukin-2 (IL-2) Interleukin-4 (IL-4) Interleukin-5 (IL-5) Interleukin-6 (IL-6) Interleukin-8 (IL-8) Interleukin-10 (IL-10) Interleukin-17 (IL-17) Tumor necrosis factor-alpha (TNF-α)
at baseline, week 1, week 2, week 4, week 24, and up to 1 year
Change in Composite Immune-Inflammatory Ratio Index (unitless)
This composite index includes platelet-to-lymphocyte ratio (PLR), neutrophil-to-lymphocyte ratio (NLR), and monocyte-to-HDL cholesterol ratio (MHR), which together reflect systemic inflammatory activity and immune status.
at baseline, week 1, week 2, week 4, week 24, and up to 1 year
Secondary Outcomes (5)
Change in electroencephalographic (EEG) activity measured by resting-state EEG
at baseline, week 1, week 2, week 4, week 24, and up to 1 year
Change from baseline in the Clinical Global Impression-Severity scale (CGI-S)
at baseline, week 1, week 2, week 4, week 24, and up to 1 year
Change from baseline in the Montgomery-Asberg Depression Rating Scale (MADRS)
at baseline, week 1, week 2, week 4, week 24, and up to 1 year
The Young Mania Rating Scale (YMRS)
at baseline, week 1, week 2, week 4, week 24, and up to 1 year.
Change in Blood Oxygen Saturation
Within 4 weeks, but not exceeding 1 year.
Study Arms (1)
1
The diagnosis of Major Depressive Episode will be made according to the DSM-4 criteria. Neuroimaging assessment will be performed following standardized MRI quality control and interpretation procedures, jointly evaluated by an experienced radiologist and psychiatrist.
Interventions
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.
Eligibility Criteria
The study will recruit participants aged 10-20 years diagnosed with major depressive disorder (MDD) or bipolar disorder (BD) according to DSM-IV criteria. Diagnoses will be confirmed using SCID-I (age ≥18) or K-SADS-PL (age \<18).
You may qualify if:
- Between 10 and 20 years of age;
- Diagnosis of major depressive disorder (MDD) or bipolar disorder (BD) according to the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV). Diagnosis is assessed using the Structured Clinical Interview for DSM-IV Axis I Disorders (SCID-I) for participants aged ≥18 years, or the Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime version (K-SADS-PL) for participants aged \<18 years;
- Current moderate to severe depressive episode, defined as Hamilton Depression Rating Scale (HAMD) score ≥17;
- Participants and 1 or 2 parents (patients' age\< 18 years old) provide informed consent after the detailed description of the study.
You may not qualify if:
- Prior treatment with repetitive transcranial magnetic stimulation (rTMS), transcranial direct current stimulation (tDCS), electroconvulsive therapy (ECT), or standard psychological therapy within 6 months prior to screening;
- Comorbidity with other DSM-IV Axis I disorders or personality disorders;
- Judged clinically to be at serious risk of suicide;
- Diabetes mellitus, hypertension, vascular and infectious diseases and other major medical comorbidities;
- Unstable medical conditions, e.g., severe asthma; Neurological disorders, e.g., history of head injury with loss of consciousness for ≥ five minutes, cerebrovascular diseases, brain tumors and neurodegenerative diseases;
- Mental retardation or autism spectrum disorder;
- Contraindications to MRI (e.g., severe claustrophobia, pacemakers, metal implants);
- Current drug or alcohol abuse or dependence;
- Pregnant or lactating females.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
210000
Nanjing, Jiangsu, China
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Officials
- STUDY CHAIR
Fei Wang
the Affiliated Nanjing Brain Hospital, Nanjing Medical University
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
November 17, 2025
First Posted
November 25, 2025
Study Start
March 1, 2025
Primary Completion (Estimated)
March 1, 2029
Study Completion (Estimated)
March 1, 2029
Last Updated
November 25, 2025
Record last verified: 2025-03
Data Sharing
- IPD Sharing
- Will not share