Non-invasive BCI and Application Verification for Depressed People
New Non-invasive Brain-computer Interface: Theory, Technology and Application Demonstration - Studies on and Intervention for Depressed People Based on Non-invasive BCI and Application Verification
1 other identifier
interventional
400
1 country
1
Brief Summary
Major Depressive Disorder (MDD) is a serious mental illness and public health problem that poses threat to both physical and mental health. According to statistics from WHO, it is estimated that more than 350 million people worldwide suffer from depression, with a prevalence rate of 2.1% in China, which is approximately 30 million people. At present, due to the lack of neurobiological markers for screening and diagnosing depression, the identification and diagnosis of MDD are based on the judgment of professional doctors, and the treatment mostly relies on clinical symptoms. In terms of treatment, medication remains the main stream for MDD. Although current methods have certain therapeutic effects, patients still suffer from various side effects and poor cognitive function.In current clinical practice, relying purely on symptomatic diagnosis and treatment is difficult to meet the needs of clinical practice, so there is an urgent need to search for neurobiological markers in depression and develop targeted non-invasive intervention technologies. This study aims to combine advanced brain imaging technology, digital twin-brain models, multi-source information decoding technology, integrated detection and intervention technology. The target is to create two new types of non-invasive BCI systems that can regulate emotions. One is a intervention BCI system for MDD that is suitable for hospital settings with the purpose of precise physical stimulation, and the other one is an ecological BCI system that regulate emotions and intervene with depression which is suitable for both hospital settings and future family environments. This study will collect a comprehensive collection of physiological and biochemical indicators from patients with depression and from healthy control groups, as well as multimodal information such as head surface electroencephalography, MRI, and eye movements under different brain states, to personalize the available BCI information of depression related brain regions, circuits, and networks. The study also tries to explore emotional-interactive games that can intervene with depression and build a game data base that is dedicated to MDD. Other goals include designing and establishing two new types of emotional regulation systems, which are precise external physical stimulation intervention and ecological intervention, constructing a BCI regulation system, and conducting application verification to evaluate the regulation effect.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for phase_4 depression
Started Jul 2023
Typical duration for phase_4 depression
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
July 1, 2023
CompletedFirst Submitted
Initial submission to the registry
April 23, 2024
CompletedFirst Posted
Study publicly available on registry
May 16, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
July 31, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
July 31, 2027
May 16, 2024
May 1, 2024
4.1 years
April 23, 2024
May 12, 2024
Conditions
Outcome Measures
Primary Outcomes (18)
EEG power in alpha band between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by EEG at 2 weeks.
2 weeks
EEG power in beta band between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by EEG at 2 weeks.
2 weeks
MRI imaging of DLPFC between the depression patient group and healthy controls.
Changes in brain imaging from baseline in multimodal emotional data as assessed by MRI at 2 weeks.
2 weeks
HbO in fNIRS between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by fNIRS at 2 weeks.
2 weeks
Hb in fNIRS between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by fNIRS at 2 weeks.
2 weeks
EEG power in alpha band between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by EEG at 4 weeks.
4 weeks
EEG power in beta band between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by EEG at 4 weeks.
4 weeks
MRI imaging of DLPFC between the depression patient group and healthy controls.
Changes in brain imaging from baseline in multimodal emotional data as assessed by MRI at 4 weeks.
4 weeks
HbO in fNIRS between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by fNIRS at 4 weeks.
4 weeks
Hb in fNIRS between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by fNIRS at 4 weeks.
4 weeks
EEG power in alpha band between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by EEG at 8 weeks.
8 weeks
EEG power in beta band between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by EEG at 8 weeks.
8 weeks
MRI imaging of DLPFC between the depression patient group and healthy controls.
Changes in brain imaging from baseline in multimodal emotional data as assessed by MRI at 8 weeks.
8 weeks
HbO in fNIRS between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by fNIRS at 8 weeks.
8 weeks
Hb in fNIRS between the depression patient group and healthy controls.
Changes from baseline in multimodal emotional data as assessed by fNIRS at 8 weeks.
8 weeks
The score of HAMD-17 in depression patient group and healthy controls.
Changes from baseline in the score of HAMD-17 at 2 weeks
2 weeks
The score of HAMD-17 in depression patient group and healthy controls.
Changes from baseline in depression patient group in the score of HAMD-17 at 4 weeks
4 weeks
The score of HAMD-17 in depression patient group and healthy controls.
Changes from baseline in depression patient group in the score of HAMD-17 at 8 weeks
8 weeks
Secondary Outcomes (15)
The change in the state of depression in depression patient groups
2 weeks
The change in the state of agitation in depression patient groups
2 weeks
The change in the state of depression in depression patient groups
4 weeks
The change in the state of agitation in depression patient groups
4 weeks
The change in the state of depression in depression patient groups
8 weeks
- +10 more secondary outcomes
Study Arms (5)
Medication Group
ACTIVE COMPARATORPatients with anhedonia will be using either Bupropion or Voxetine. Patients without anhedonia will be given SSRIs. Frequency and dosage will be guided by psychiatrist. Treatment will last 4 weeks.
Traditional rTMs Group
EXPERIMENTALIn addition to medication using SSRIs, patients will be also treated with rTMS. The stimulated brain region has decided to be dlpfc. Treatment will last 4 weeks.
New rTMS Group
EXPERIMENTALIn addition to medication using SSRIs, patients will be also treated with rTMS. The stimulated brain region has not been decided, but rbitofrontal cortex, cerebellum and others are considered. Treatment will last 4 weeks.
Neuro-Feedback Group
EXPERIMENTALIn addition to medication using SSRIs, patients will be also treated with Neuro-Training. The process will be guided under fNIRS and monitored by EGG. Treatment will last 4 weeks.
Game-regulation Group
EXPERIMENTALIn addition to medication using SSRIs, patients will be also treated with games that can regulate emotions. Details are not yet decided. Treatment will last 4 weeks.
Interventions
Patients are not masked from the types of intervention they receive. Assessment will be done before and after each intervention. Each group is independent from other groups.
Patients will be treated targeting either the traditional brain region or new region.
Patients under 18 years old will first be considered this treatment before other methods.
Patients will learn how to play several games that can supposedly regulate or affect negative emotions.
Eligibility Criteria
You may qualify if:
- ≥ 12 years old, male or female, right-handed, Han ethnicity
- Meets the DSM-5 diagnostic criteria for depression, with HAMD-17 scores greater than 17 and YMRS scores less than 6;
- Primary school education or above, able to understand the research content, willing to participate in this study and sign an informed consent form
You may not qualify if:
- Concomitant or previous history of organic brain disease or severe traumatic brain injury, personal or family history of epilepsy;
- Severe abnormalities in heart, liver, and kidney function;
- Patients with severe physical illnesses;
- History of substance dependence or abuse (alcohol, cocaine, drugs, etc.);
- Patients with mental disorders caused by organic diseases, drug or alcohol induced mental disorders, and other mental disorders;
- Pregnancy or lactation period;
- Within six months, physical therapy such as MECT and TMS should be used;
- Implants of vegetative nerve stimulation;
- Individuals who have implanted electronic or metal instruments (such as pacemakers, defibrillators, stents, orthopedic plates, etc.) and undergo ventriculoperitoneal shunt surgery;
- Obvious visual and auditory impairment, unable to cooperate in completing neuropsychological and scale assessments.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Shanghai Mental Health Centerlead
- The Fourth People's Hospital of Chengducollaborator
- Shanghai Jiao Tong University School of Medicinecollaborator
- University of Electronic Science and Technology of Chinacollaborator
- East China Normal Universitycollaborator
Study Sites (1)
Shanghai Mental Health Center
Shanghai, Shanghai Municipality, 200030, China
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- STUDY CHAIR
Zhenghui Yi, chief physician
Shanghai Mental Health Center
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- phase 4
- Allocation
- NON RANDOMIZED
- Masking
- NONE
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
April 23, 2024
First Posted
May 16, 2024
Study Start
July 1, 2023
Primary Completion (Estimated)
July 31, 2027
Study Completion (Estimated)
July 31, 2027
Last Updated
May 16, 2024
Record last verified: 2024-05
Data Sharing
- IPD Sharing
- Will not share