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Research on key technologies of compound model of adolescent depression diagnosis based on machine learning integrating automatic quantification of whole brain fiber bundle and serum metabolomics

Research on key technologies of compound model of adolescent depression diagnosis based on machine learning integrating automatic quantification of whole brain fiber bundle and serum metabolomics

Status
Active, not recruiting
Phases
Early Phase 1
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400084171
Enrollment
Unknown
Registered
2024-05-11
Start date
2024-06-01
Completion date
Unknown
Last updated
2024-05-13

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Adolescent depression

Interventions

Adolescent depression group:NA
Healthy control group:NA

Sponsors

Heping Hospital Affiliated to Changzhi Medical College
Lead Sponsor

Eligibility

Sex/Gender
All
Age
10 Years to 19 Years

Inclusion criteria

Inclusion criteria: (1) The MDD group meets the symptomatology, severity, and course criteria for diagnosing depression in accordance with the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-V) of the American Psychiatric Association Criteria for degree and course of disease, HAMD-17 scale score =7, not yet been treated ; (2) The healthy volunteers did not have any mental diseases, and the score of HAMD-17 scale was <7;(3) Neither group had any other physical diseases, alcohol or drug abuse history; (4) Both parents of all participants have no history of mental illness; (5) Both are Right-handed; (6) No contraindications related to MRI scanning; (7) Voluntarily participate in the project.

Exclusion criteria

Exclusion criteria: (1) history of alcohol and drug abuse; (2) The depression group had other mental diseases except depression; The healthy control group had any mental diseases. (3) previous history of brain injury or brain surgery; (4) Female subjects in pregnancy or physiological period.

Design outcomes

Primary

MeasureTime frame
Hamilton depression score;Diffusion tensor index (fractional anisotropy);

Secondary

MeasureTime frame
Ceramide and tryptophan in serum;

Countries

China

Contacts

Public ContactLi Junfeng

Heping Hospital Affiliated to Changzhi Medical College

lijunfengcz@163.com+86 135 0355 1369

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026