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Validation of EmoDTx as a Digital Endpoint for Mood Monitoring in Adult Patients Suffering From Unipolar Depression

Validation of EmoDTx as a Digital Endpoint for Mood Monitoring in Adult Patients With Unipolar Depression: An Observational Study Against Standard Depression Assessment Questionnaires

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT06860165
Acronym
EMC2FR
Enrollment
98
Registered
2025-03-05
Start date
2025-07-15
Completion date
2025-12-09
Last updated
2025-07-22

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

Conditions

Depression, Major Depressive Disorder (MDD), Unipolar Depression

Brief summary

The aim of this study is to validate the EmoDTx as a digital tool for mood monitoring in adult patients with unipolar depression. The study is prospective, multicenter, and observational, with a single-arm approach. The device studied, EmoDTx, is a mood-monitoring application that analyzes patients' facial expressions to assess their emotional state. The study aims to compare mood scores obtained via EmoDTx with those of standard depression questionnaires (MADRS, PHQ-9, BDI-II, HAMD-17, QIDS-SR16). It will also provide information on how patients feel about the use of passive monitoring software (without the active involvement of the patient) and how the feedback sent to patients can help in their care. Participants who agree to take part in the study, during a selection visit, will be able to: 1. Install the software on a digital interface (smartphone, computer, etc.) and activate or deactivate it whenever they wish during the 8-week follow-up period. 2. Attend scheduled appointments at the center (a first appointment, then a second 4 weeks later, and a final at 8 weeks) to complete a series of questionnaires, be questioned by the doctor, and fill in other questionnaires on their own. 3. At home, answer questionnaires independently, 2 weeks and 6 weeks after the first appointment. 4. The application's feedback will be deactivated during the first 4 weeks and then reactivated during the final 4 weeks. 5. In parallel, an ancillary study will be conducted on 16 patients enrolled in EMC2FR who accepted and performed the video recording of their structured clinical interview following SCID-5-CV at baseline and 4 weeks.

Interventions

None listed

Sponsors

Nîmes University Hospital
CollaboratorUNKNOWN
Emobot
Lead SponsorINDUSTRY

Study design

Observational model
OTHER
Time perspective
PROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No

Inclusion criteria

1. Outpatients diagnosed with mild to severe unipolar disorder 2. Age ≥ 18 years old 3. Patients willing and able to participate (i.e willing to use the EmoDTx App and having the necessary technical equipment to use it) 4. Patients who read, write and understand French 5. Patients having signed the Patient Informed Consent

Exclusion criteria

1. Patients hospitalized 2. Patients taking more than 75% of the maximal recommended daily dose of benzodiazepines 3. Patients taking more than 75% of the maximal recommended daily dose of antipsychotics 4. Patients taking more than 75% of the maximal recommended daily dose of neuroleptics 5. Patients who did not respond to 10 different pharmacological treatments 6. Patients who attempted suicide within the previous last 6 months and presenting with suicidal ideations 7. Patient presenting with bipolar disorders 8. Patients with a contra-indication to the device under evaluation: * Severe depression requiring hospitalization * Schizophrenic disorders according to DSM 5 classification * Major neurocognitive disorders according to DSM 5 classification * Illiteracy * Subject hospitalized in a healthcare or social institution for reasons other than biomedical research or is deprived of freedom by administrative or judicial decision or is placed under guardianship 9. Patients unable to read, write and understand French 10. Patients with no access to a smartphone or a computer with an internet connection 11. Patients who refuse to sign the Patient Informed Consent 12. Patients already participating in another interventional clinical study

Design outcomes

Primary

MeasureTime frameDescription
Change of score EmoDTxFrom baseline to 4 weeksAbsolute difference
Change of score MADRS administrated by an investigatorFrom baseline to 4 weeksAbsolute difference

Secondary

MeasureTime frame
Change of HAMD-17 questionnaire administered by the investigatorBetween Baseline and 4 weeks, between Baseline and 8 weeks and between 4 weeks and 8 weeks
Change of score QIDS- SR16 self administratedbetween Baseline and 4 weeks - between Baseline and 8 weeks - between 4 weeks and 8 weeks
Change of score BDI-II self administratedbetween Baseline and 4 weeks - between Baseline and 8 weeks - between 4 weeks and 8 weeks
Score EmoDTxAt 4-weeks, at 8 week
Score MADRS administrated by the investigatorAt 4-weeks, at 8 week
Score HAMD-17 administrated by the investigatorAt 4-weeks, at 8 week
Score PHQ-9 self administratedAt 2-weeks and 6 weeks.
Change of EmoDTx scoreBetween 2 weeks and 6 weeks
To evaluate the ability of EmoDTx to predict changes in patient's mood earlier than the standard-of-care questionnaires HAMD-17, within 4 weeks and 8 weeks of follow-up.Time to detection by EmoDTx of changes to depression severity symptoms within 4 weeks and 8 weeks of follow-up as compared to changes detected by standard-of-care questionnaires HAMD-17 Changes in depression severity
To evaluate the ability of EmoDTx to predict changes in patient's mood earlier than the standard-of-care questionnaires MADRS, within 4 weeks and 8 weeks of follow-up.Time to detection by EmoDTx of changes to depression severity symptoms within 4 weeks and 8 weeks of follow-up as compared to changes detected by standard-of-care questionnaires MADRS Changes in depression severity
Score EQ-5D-5LAt 4 weeks and 8 weeks
Change of EmoDTx score when feedback is deactivatedFrom baseline to 4 weeks
Change of EmoDTx score when feedback is activatedFrom 4 weeks to 8 weeks
Acceptability of medical device questionnaireA baseline and 8 weeks
Score QIDS-SR16 self administratedAt 4-weeks and 8 weeks
Change of score PHQ-9 self reportedBetween 2 weeks and 6 weeks

Countries

France

Contacts

Primary ContactTanel PETELOT
contact@emobot.fr+33 6 51 44 26 67

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026