Image

Prediction of the Therapeutic Response in Depression Based on Neuro-computational Modeling Assessment of Motivation

Prediction of the Therapeutic Response in Depression Based on Neuro-computational Modeling Assessment of Motivation

Recruiting
18 years and older
All
Phase N/A

Powered by AI

Overview

This study aims to better understand the mechanisms of action of antidepressants, but also the neural correlates of motivation deficits. One hundred patients with a moderate to severe major depressive episode will be enrolled in this prospective multicenter study. The objective will be to predict the therapeutic response to two first-line antidepressants on the basis of an early neurocomputational assessment of motivation. Antidepressant treatment will be administered as monotherapy after randomization between two drugs: escitalopram and vortioxetine. Patients will undergo six visits and follow-up for one year. The investigators will combine computer modeling and functional MRI to identify motivational deficits and elucidate their brain correlates before initiation, after 7 days and after 6 months of treatment. 36 healthy volunteers will also be included to allow comparison with patients with depression. They will not receive any treatment.

Description

One hundred patients with a moderate to severe major depressive episode will be enrolled in this prospective multicenter study. Six visits will be scheduled within a year:

  • V0 (inclusion visit): verification of inclusion and exclusion criteria, information, and consent.
  • V1 (before randomization - baseline state):
  • Clinical evaluation using validated questionnaires for the severity of depression, quality of life, anhedonia, apathy, and cognitive dysfunction.
  • Neuro-cognitive evaluation using a battery of tests to explore motivation, emotion processing, belief construction, and their updating. Part of the tests will be performed during the functional MRI session.
  • Structural (anatomical) and functional MRI, ASL.
  • Blood samples.
  • Randomization and introduction of the new antidepressant will occur immediately after V1. To maximize acceptability by referring psychiatrists, dosage and co-prescriptions will be at the discretion of the psychiatrist in charge, but the assigned treatment will not be changed for 4 weeks (until V3).
  • V2 (7 days after the beginning of the new antidepressant - 'early response visit'):
    • Similar to V1.
  • V3 (28 days after the beginning of the new antidepressant - 'conventional response visit'):
  • Clinical evaluation using validated questionnaires for the severity of depression, quality of life, anhedonia, apathy, and cognitive dysfunction.
  • Blood samples
  • V4 (6 months after the beginning of the new antidepressant - 'remission visit'):
  • Clinical evaluation using validated questionnaires for the severity of depression, quality of life, anhedonia, apathy, and cognitive dysfunction.
  • Cognitive evaluation using a battery of tests to explore motivation, emotion processing, belief construction, and their updating.
  • Structural (anatomical) MRI, ASL
  • Blood samples
  • V5 (one year after the beginning of the new antidepressant - 'functional remission visit'):
  • Clinical evaluation using validated questionnaires for the severity of depression, quality of life, anhedonia, apathy, and cognitive dysfunction.

36 healthy volunteers without a history of neurologic or psychiatric disorder, matched for age, gender, and education will be included. They will perform V0-V2 (without MRI and blood sample at V2). Healthy volunteers will not receive any treatment as part of the research.

Eligibility

Patients with major depressive disorder

Inclusion Criteria:

  • Meeting DSM-5 criteria for major depressive disorder (single or recurrent episodes)
  • With a MADRS score >= 24
  • For which a new line of treatment is needed
  • No previous line of antidepressant for this episode or wash-out long-enough to avoid carry-over effects
  • Valid health care insurance

Exclusion Criteria:

  • Treatment-resistant depression (defined as insufficient response despite at least 2 trials of antidepressant prescribed at adequate dose and duration)
  • Subjects with a trial of escitalopram and/or vortioxetine for the current episode, or with contra-indication to one of these two drugs
  • Subjects with a diagnostic of persistent depressive disorder, bipolar disorder or schizophrenia, neurodeveloppemental disorder, unremitted substance abuse disorder other than tobacco, personality disorder severe enough to compromise the follow-up (based on investigator's appreciation).
  • Subject with a history of neurological disorder: parkinson's disease, dementia
  • Contraindications to MRI scanning: pregnancy, claustrophobia, metallic implants
  • Pregnant or breastfeeding women
  • involuntary hospitalisation and legal protection measures

Healthy volunteers

Inclusion Criteria:

  • Valid health care insurance

Exclusion Criteria:

  • Subjects with a diagnostic of persistent depressive disorder, bipolar disorder or schizophrenia, neurodeveloppemental disorder, unremitted substance abuse disorder other than tobacco, personality disorder severe enough to compromise the follow-up (based on investigator's appreciation).
  • Subject with a history of neurological disorder: parkinson's disease, dementia
  • Contraindications to MRI scanning: pregnancy, claustrophobia, metallic implants
  • Pregnant or breastfeeding women

Study details
    Major Depressive Disorder

NCT05866575

Centre Hospitalier St Anne

15 October 2025

Step 1 Get in touch with the nearest study center
We have submitted the contact information you provided to the research team at {{SITE_NAME}}. A copy of the message has been sent to your email for your records.
Would you like to be notified about other trials? Sign up for Patient Notification Services.
Sign up

Send a message

Enter your contact details to connect with study team

Investigator Avatar

Primary Contact

  Other languages supported:

First name*
Last name*
Email*
Phone number*
Other language

FAQs

Learn more about clinical trials

What is a clinical trial?

A clinical trial is a study designed to test specific interventions or treatments' effectiveness and safety, paving the way for new, innovative healthcare solutions.

Why should I take part in a clinical trial?

Participating in a clinical trial provides early access to potentially effective treatments and directly contributes to the healthcare advancements that benefit us all.

How long does a clinical trial take place?

The duration of clinical trials varies. Some trials last weeks, some years, depending on the phase and intention of the trial.

Do I get compensated for taking part in clinical trials?

Compensation varies per trial. Some offer payment or reimbursement for time and travel, while others may not.

How safe are clinical trials?

Clinical trials follow strict ethical guidelines and protocols to safeguard participants' health. They are closely monitored and safety reviewed regularly.
Add a private note
  • abc Select a piece of text.
  • Add notes visible only to you.
  • Send it to people through a passcode protected link.