Prediction of Antidepressant Effects of Electroconvulsive Therapy
1 other identifier
observational
30
1 country
1
Brief Summary
Despite its successful use for more than 80 years, the mechanisms of action of electroconvulsive therapy (ECT) are still not fully understood. ECT has been shown to be accompanied by changes in regional brain volumes and connectivity measures, as well as biochemical alterations. However, how these changes relate to ECT response remains to be further elucidated; up to now, there are no objective markers for the targeted use of ECT in clinical practice. Methods: Study design: longitudinal mono-centre study with duration of 36 months. Subjects: 30 depressed patients (aged 18-65 years) eligible for ECT. Measurements: subjects will undergo 2 3-Tesla MRI scans (one before and one after a course of ECT), including structural MRI, resting-state functional MRI, task-based functional MRI and MR spectroscopy. Blood, CSF sampling and clinical assessments will be performed once before and once after the ECT course. ECT: Each patient will be treated in a min. of 8 bitemporal ECT sessions (\~4 weeks). Data analysis: Longitudinal changes in brain imaging parameters and laboratory measures (before/after ECT) will be assessed using repeated-measures analysis of covariance. Machine learning with random forests will be employed to identify a pattern of pretreatment imaging, biochemical (serum and CSF) and clinical parameters that are best qualified to predict response to ECT as defined by a reduction of ≥50% of baseline HAMD17. Hypotheses: 1. ECT will be accompanied by changes in brain morphology, functional connectivity, neuronal activation in response to cognitive and reward-related stimuli and neurochemical signals in the brain. 2. ECT leads to changes in blood- and CSF-based markers of neuronal plasticity, neurodegeneration and inflammation, as well as genetic/epigenetic markers. 3. Predictive markers of ECT response can be established based on the relationships between imaging, neurochemical and clinical markers and treatment response. Innovation: This study would be the first to combine multimodal MRI measures with the assessment of biomarkers in the CSF in the context of ECT. The implementation of the proposed trial represents an important step towards a better understanding of the powerful antidepressant properties of ECT. By relating treatment effects and potentially underlying biological mechanisms on numerous complementary levels, the study might help to identify biomarkers that distinguish patients who are likely to benefit from ECT from non-responders. Ultimately, results of the study might be useful in order to establish an individualized medical indication for ECT.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for all trials
Started Dec 2022
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
First Submitted
Initial submission to the registry
November 10, 2022
CompletedFirst Posted
Study publicly available on registry
November 29, 2022
CompletedStudy Start
First participant enrolled
December 1, 2022
CompletedPrimary Completion
Last participant's last visit for primary outcome
May 30, 2026
ExpectedStudy Completion
Last participant's last visit for all outcomes
November 30, 2026
September 25, 2025
September 1, 2025
3.5 years
November 10, 2022
September 22, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (9)
imaging parameter - sMRI
cortical thickness
3 years
imaging parameters - DTI
mean diffusivity
3 years
imaging parameters - fMRI
BOLD activity (task-based fMRI for cognition and anhedonia)
3 years
imaging parameters - rsfMRI
BOLD activity (rsfMRI)
3 years
imaging parameters - MRS
Glx, NAA and GABA concentrations (MRS)
3 years
biochemical parameters - neurodegeneration
concentrations of markers of neurodegeneration serum and CSF
3 years
biochemical parameters - inflammation
concentrations of markers of neuroinflammation serum and CSF
3 years
biochemical parameters - neurplasticity
concentrations of markers of neuroplasticity serum and CSF
3 years
response prediction
machine learning - how do outcome 1 and 2 relate to response to ECT
3 years
Study Arms (1)
Depression
Depressive patients (pharmaco-resistant) undergoing electroconvulsive therapy
Interventions
repetitive induction of a generalized seizure under controlled conditions (muscle relaxation and sedation)
Eligibility Criteria
30 patients with a major depressive episode (unipolar depression) as determined by a structured clinical interview for DSM-5 (SCID-5-clinical version) and the 17-item Hamilton rating scale for depression (HAM-D score ≥ 23) who did not respond to conventional pharmacological antidepressant treatment and are eligible for ECT will be recruited at the Department of Psychiatry and Psychotherapy at the General Hospital of Vienna.
You may qualify if:
- male or female inpatients (18-65 years old)
- ICD-10 diagnosis of severe unipolar depression (F32.2, F32.3, F33.2, F33.3)
- HAMD17 ≥ 23
- physical health
- ability to understand and willingness to sign the written informed consent document
- negative drug screening, negative urine pregnancy test in women
- anesthesiological approval for ECT
- Excusion criteria:
- severe somatic or neurological disease
- current comorbid psychiatric disorder, including bipolar depression (according to DSM-5)
- current or past history of schizophrenia or schizoaffective disorder
- current use of alcohol, drugs of abuse, or any medication in a manner which is indicative of chronic abuse or who meet DSM-5 criteria for alcohol or other substance dependence
- clinically relevant abnormalities on a general physical examination and routine laboratory screening
- pregnancy, breast feeding
- contraindications to lumbar puncture (increased intracranial volume, anticoagulant medication, uncorrected bleeding diathesis, coagulopathy, congenital spine abnormality, recent spinal trauma/surgery, skin infection at puncture site)
- +1 more criteria
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Department of Psychiatry and Psychotherapy, Medical University of Vienna
Vienna, 1090, Austria
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Central Study Contacts
Pia Baldinger-Melich, MD, PhD, PD, Assoc.Prof.
CONTACT
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Assoc.Prof.
Study Record Dates
First Submitted
November 10, 2022
First Posted
November 29, 2022
Study Start
December 1, 2022
Primary Completion (Estimated)
May 30, 2026
Study Completion (Estimated)
November 30, 2026
Last Updated
September 25, 2025
Record last verified: 2025-09