ClinicalTrials.gg
RecruitingNCT07931001Updated Nov 12, 2026

Longitudinal Assessment of Biomarkers Among Patients With MDD

An observational study in Major Depressive Disorder (MDD), sponsored by Massachusetts General Hospital. Recruiting at 1 site in United States. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-11-12.

Sponsored by Massachusetts General Hospital · Observational

Updated Nov 12, 2026Newly registeredGo to Updates ↓
Study type
Observational
Model
Other
Time perspective
Prospective
Enrollment
100
Ages
18 Years and older
Sex
All
01

Where this study stands

Counted across the records on this site · 2026-11-12

Among 88 studies in Depressive Disorder, Major by Massachusetts General Hospital — 9 open to participants now, 12 under way, none of them phase 3. Depressive Disorder, Major · Massachusetts General Hospital.

Planned enrollment
4th of 11
100 · median 70
Started
2026
with 3 others
Observational
11 of 88
1 open now
Primary completion
2027-09
later than 8 of 11 live
Registered
88th of 88
by date

Among the 88 studies in Depressive Disorder, Major by Massachusetts General Hospital, this one is the 4th largest by planned enrollment of the 11 observational ones that give a count, is one of 4 that started in 2026, is one of 11 observational ones, reaches primary completion later than 8 of the 11 other live ones, and was the 88th registered.

Depressive Disorder, Major

3,046 studies on the registry are indexed under Depressive Disorder, Major; 592 are open to participants now.

Browse Depressive Disorder, Major studies →

Open to participants now

9 of the 88 studies in Depressive Disorder, Major by Massachusetts General Hospital are open now, in 1 country. Recruiting first, the newest first:

3 more — sign in →

By country, each count listing its studies:

All 9 open studies →

Where they have run

Who these studies take

Of the 412 Depressive Disorder, Major studies recruiting now, 93 (23%) set no upper age limit and 293 (71%) stop at 75 or younger; 55 take children under 18; 98 take healthy volunteers.

This study: 18 Years and older · all sexes · no healthy volunteers.

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Watch this landscapeDownload CSVNarrow it in search →With an account: a weekly mail of what changed among 88 studies in Depressive Disorder, Major by Massachusetts General Hospital, or all of them as a file.
02

Study summary

This prospective observational study will evaluate whether speech collected through a smartphone application can be used to assess depressive symptom severity and detect symptom changes among adults with major depressive disorder receiving ketamine, esketamine, or infliximab.

Up to 100 participants will complete brief speech tasks and self-report measures of depression, anxiety, and insomnia at baseline, week 2, and week 4. Clinician-rated depression severity will be assessed at baseline and week 4.

Optional passive smartphone data, including activity and sleep measures, may also be collected. The study will examine the agreement between speech-based model predictions and established clinical assessments, as well as the ability of the model to identify symptom severity and treatment response. The study is observational and will not alter participants' clinical treatment. By evaluating remote speech-based assessments alongside optional passive behavioral monitoring, this research may support more effective measurement-based care and improve the evaluation and management of depression in clinical settings.

Read the detailed description

In this observational study, adults with Major Depressive Disorder (MDD) receiving ketamine, esketamine, or infliximab will be followed for up to 4 weeks. Data collection will include smartphone-based speech assessments, clinician-rated assessments of depression, self-report measures of depression, anxiety, and insomnia, and optional passive monitoring of sleep and activity patterns through a mobile application. The study will use machine learning and statistical methods to analyze speech-derived and behavioral data and to develop and evaluate digital biomarkers for assessing depression severity, tracking changes in symptoms over time, and predicting treatment response.

03

Conditions studied

  • Major Depressive Disorder (MDD)

Keywords

  • MDD
  • Major Depressive Disorder
  • Major Depressive Disorder (MDD)
  • Ketamine
  • Esketamine
  • TNF
04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

Participants will be individuals with Major Depressive Disorder receiving ketamine, esketamine, or TNF inhibitor treatment.

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Clinical diagnosis of MDD confirmed via chart review
  • Aged 18 years or older
  • Fluent in reading and speaking English
  • Capable of providing and complying with the protocol in the estimation of the investigator.
  • Capable of operating the Callyope app
  • Capable of completing speech tasks
  • Owning a smartphone

Exclusion criteria

Exclusion Criteria:

  • Meeting criteria for any psychotic disorder (e.g., schizophrenia or delusional disorder) or a substance use disorder (excluding mild alcohol and cannabis use disorder, which will be permitted).
Terms in these criteria, in plain language(2)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

DSM diagnostic criteria

The American Psychiatric Association’s manual of mental health diagnoses. DSM-5 (2013, revised as DSM-5-TR in 2022) replaced DSM-IV, and some studies still name the older edition. “Meets DSM criteria for …” means diagnosed by that edition’s diagnostic criteria, usually by a clinician in an interview.

05

Study design

Observational model
Other
Time perspective
Prospective
Enrollment
100 participants (estimated)
Patient registry
No

Interventions

  • OtherNo Intervention: Observational Cohort

    This is an observational study. There is no active treatment that is examined.

06

What researchers measure

Primary outcomes

  1. Montgomery Åsberg Depression Rating Scale (MADRS)

    The MADRS is a clinician-based assessment of depressive symptoms. Higher scores indicate worse symptoms. Total score can range from 0 to 60.

    Time frame: From baseline to Week 4

Secondary outcomes

  1. Generalized Anxiety Disorder-7 (GAD-7)

    The GAD-7 is a self-report questionnaire that assesses anxiety symptoms. Total scores range from 0 to 21, with higher scores indicating more severe anxiety symptoms.

    Time frame: At baseline, Week 2, and Week 4

  2. Quick Inventory of Depressive Symptomatology (QIDS-SR16)

    The QIDS-SR16 is a self-report questionnaire that assesses depressive symptom severity. Total scores range from 0 to 27, with higher scores indicating more severe depressive symptoms.

    Time frame: At baseline, Week 2, and Week 4

  3. Insomnia Severity Index (ISI)

    The ISI is a self-report questionnaire that assesses the severity of insomnia symptoms. Total scores range from 0 to 28, with higher scores indicating more severe insomnia symptoms.

    Time frame: At baseline, Week 2, and Week 4

07

Study locations

1 of 1 sites recruiting
08

References and documents

Study documents

PDFs hosted by the registry, ClinicalTrials.gov.

Individual participant data

Plan to share: No

09

Timeline

1 registry update since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Start is estimated for Nov 2026; primary completion for Sep 2027, 9 months later.

Of 121 non-industry observational studies under Depressive Disorder, Major, half reached primary completion within 46 months of starting (the median), counting those still running; a quarter within 29 and three quarters within 73. This study's planned 9 months is below that.

Counting every sponsor, half of 150 studies reached it within 38 months; a quarter within 21 and three quarters within 67.

How these figures are worked out, and which studies are left out of them.

Registered
Nov 5, 2026
First posted
Nov 12, 2026
StartEst.
Nov 5, 2026
Primary completionEst.
Sep 1, 2027
CompletionEst.
Sep 1, 2027
Last update
Nov 12, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
Registered
First appeared on the registry. No changes since
Nov 12, 2026
Show all 1 update
  1. Nov 12, 2026
    First appeared on the registry

From the registry record's own update history. This site started tracking changes on Sep 25, 2026; for anything earlier, see the record history on ClinicalTrials.gov ↗

10

Registry details

Key details

Study ID
NCT07931001
Responsible party
Paola Pedrelli (Associate Director, Depression Clinical Research Program, Massachusetts General Hospital) — Principal investigator
First posted
Nov 12, 2026
Start date
Nov 5, 2026 (estimated)
Primary completion
Sep 1, 2027 (estimated)
Completion
Sep 1, 2027 (estimated)
Last update
Nov 12, 2026

Study contacts

Paola Pedrelli, Ph.D.
Contact
ppedrelli@mgh.harvard.edu
617-724-2936
Erik Gee, B.A.
Contact
egee2@mgh.harvard.edu
857-238-1301

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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