About this trial
DECIDE- Deep phenotyping for clinical inferring response in treatment resistant depression -Study
Building upon the "Biobanking" initiative at the Max Planck Institute of Psychiatry, the present project aims to identify clinically relevant subtypes of treatment-resistant depression (TRD) through Clinical Deep Phenotyping (CDP). According to clinical trials, 30-40% of the patients suffering from TRD benefit from lithium treatment. By collecting multimodal biological and clinical-diagnostic markers, such as structural and functional brain imaging via magnetic resonance imaging (MRI), brain signals from electroencephalography, comprehensive blood tests, assessment of perception and cognition through neuropsychological testing, as well as the evaluation of specific depression symptoms and psychological and other comorbidities using standardized questionnaires, a bio-clinical signature will be identified using multivariate machine learning algorithms as an integration method. This signature aims to predict the response to lithium therapy in TRD. Prospectively, such an algorithm could later personalize the treatment decision of 'lithium administration in TRD'. This concept is in line with the Research Domain Criteria (RDoC) of the National Institute of Mental Health (NIH) and aims to offer lithium therapy as a personalized treatment strategy for TRD. Specifically, this means that the likelihood of treatment response can be estimated before administration based on the results of the present study, thus enabling lithium to be offered specifically to those patients who are likely to benefit from it. The study design is non-interventional, meaning the decision for lithium treatment is made for patients according to clinical routine in accordance with the recommendation of the German National Treatment Guideline (NVL) independent of study enrollment. Study participation does not influence treatment decisions for the patients.
Eligibility criteria
This trial does not accept healthy volunteersQualifiers
Obligated Participation in "Biobanking" of Max Planck Institute of psychiatry
Age: ≥18 years
DSM-V diagnosis of major depressive disorder (MDD; confirmed by Mini-Interview)
Treatment resistant depression (TRD): TRD stage I or TRD stage II
Disqualifiers
Age: < 18 years
Medical conditions incompatible with lithium therapy
History of hypomanic or manic episode
Two or more antidepressant substances simultaneously to lithium, except the combination with sleep-promoting antidepressants like Mirtazapine, Mianserin, or Trazodone
Trial population
patients treated at MPIP
Trial design
Other
Prospective
Treatments tested in this trial
Not listed
Trial groups
Trial outcomes
Primary outcomes
multimodal and multivariate signature to predict outcome of lithium augmentation
Sensitivity and specificity of a multimodal and multivariate signature to predict outcome of lithium augmentation in TRD
Secondary outcomes
Change in suicidality measured by the assessment of the Columbia-Suicide Severity Rating Scale (C-SSRS) between timepoints
Yes or No Questions, no Score applicable. Measures three items: Suicidal Ideation, Suicidal Behavior and Self-injurious Behavior without Suicidal Intent. Less YES answers indicate a better outcome.
Amount of Lithium Side effects using Lithium Side Effects Rating Scale
YES (mild, moderate, severe) or NO Questions. No Score applicable. The correlation between more side effects and treatment outcome are not known. Less YES answers indicate a better condition.
Clinician rated Response rate defined as a proportion with ≥ 50% reduction in baseline Montgomery Asberg Depression Scale
Overall Score Range 0 -60. Higher MADRS score indicates more severe depression.
Clinician rated Remission rate defined as a Montgomery Asberg Depression Scale total score ≤10 Montgomery Asberg Depression Scale
Overall Score Range 0 -60. Higher MADRS score indicates more severe depression.
Other outcomes
Identification of clinical predictors of treatment response to lithium namely the subtype of depression measured by the Inventory of Depressive Symptomatology (clinican rated version) with 30 items
total score range from 0 to 27, a higher score indicates a worse condition.
Identification of clinical predictors of treatment response to lithium namely the psychomotoric retardation grade measured by the Salpetriere retardation scale (SRRS, clinican rated)
Total score range 0-60, a higher score indicates a worse condition.
Deep classification of underlying depression by the Brief Resilience Scale Score
Total range 6-30, a lower score indicates a worse condition.
Identification of clinical predictors of treatment response to lithium namely maladaptive personality traits measured by the Persönlichkeitsinventar für DSM-5 und ICD-11 - Kurzform - Version 1.1 (self-rating)
Lead to identification of maladaptive personality traits, no score on a scale.
Sponsors and contacts
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