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Longitudinal Assessment of Biomarkers Among Patients With MDD

5. november 2026 opdateret af: Paola Pedrelli, Massachusetts General Hospital

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.

Studieoversigt

Status

Rekruttering

Betingelser

Intervention / Behandling

Detaljeret beskrivelse

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.

Undersøgelsestype

Observationel

Tilmelding (Anslået)

100

Kontakter og lokationer

Dette afsnit indeholder kontaktoplysninger for dem, der udfører undersøgelsen, og oplysninger om, hvor denne undersøgelse udføres.

Studiekontakt

Undersøgelse Kontakt Backup

Studiesteder

    • Massachusetts
      • Boston, Massachusetts, Forenede Stater, 02114
        • Rekruttering
        • Depression Clinical Research Program
        • Kontakt:
        • Kontakt:
        • Ledende efterforsker:
          • Paola Pedrelli, Ph.D.

Deltagelseskriterier

Forskere leder efter personer, der passer til en bestemt beskrivelse, kaldet berettigelseskriterier. Nogle eksempler på disse kriterier er en persons generelle helbredstilstand eller tidligere behandlinger.

Berettigelseskriterier

Aldre berettiget til at studere

18 år og ældre (Voksen, Ældre voksen)

Tager imod sunde frivillige

Ingen

Køn, der er berettiget til at studere

Alle

Prøveudtagningsmetode

Ikke-sandsynlighedsprøve

Studiebefolkning

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

Beskrivelse

Inclusion Criteria:

  • Clinical diagnosis of MDD confirmed via chart review
  • Aged 18 years or older
  • Fluent in reading and speaking English
  • Capable of providing informed consent 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:

  • Meeting DSM-5 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).

Studieplan

Dette afsnit indeholder detaljer om studieplanen, herunder hvordan undersøgelsen er designet, og hvad undersøgelsen måler.

Hvordan er undersøgelsen tilrettelagt?

Design detaljer

  • Observationsmodeller: OTHER
  • Tidsperspektiver: PROSPECTIVE

Hvad måler undersøgelsen?

Primære resultatmål

Resultatmål
Foranstaltningsbeskrivelse
Tidsramme
Montgomery Åsberg Depression Rating Scale (MADRS)
Tidsramme: From baseline to Week 4

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

From baseline to Week 4

Sekundære resultatmål

Resultatmål
Foranstaltningsbeskrivelse
Tidsramme
Generalized Anxiety Disorder-7 (GAD-7)
Tidsramme: At baseline, Week 2, and Week 4

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.

At baseline, Week 2, and Week 4
Quick Inventory of Depressive Symptomatology (QIDS-SR16)
Tidsramme: At baseline, Week 2, and Week 4

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.

At baseline, Week 2, and Week 4
Insomnia Severity Index (ISI)
Tidsramme: At baseline, Week 2, and Week 4

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.

At baseline, Week 2, and Week 4

Samarbejdspartnere og efterforskere

Det er her, du vil finde personer og organisationer, der er involveret i denne undersøgelse.

Sponsor

Datoer for undersøgelser

Disse datoer sporer fremskridtene for indsendelser af undersøgelsesrekord og resumeresultater til ClinicalTrials.gov. Studieregistreringer og rapporterede resultater gennemgås af National Library of Medicine (NLM) for at sikre, at de opfylder specifikke kvalitetskontrolstandarder, før de offentliggøres på den offentlige hjemmeside.

Studer store datoer

Studiestart (Anslået)

5. november 2026

Primær færdiggørelse (Anslået)

1. september 2027

Studieafslutning (Anslået)

1. september 2027

Datoer for studieregistrering

Først indsendt

5. november 2026

Først indsendt, der opfyldte QC-kriterier

5. november 2026

Først opslået (Faktiske)

12. november 2026

Opdateringer af undersøgelsesjournaler

Sidste opdatering sendt (Faktiske)

12. november 2026

Sidste opdatering indsendt, der opfyldte kvalitetskontrolkriterier

5. november 2026

Sidst verificeret

1. november 2026

Mere information

Begreber relateret til denne undersøgelse

Andre undersøgelses-id-numre

  • 2026P001050

Plan for individuelle deltagerdata (IPD)

Planlægger du at dele individuelle deltagerdata (IPD)?

INGEN

Lægemiddel- og udstyrsoplysninger, undersøgelsesdokumenter

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Ingen

Disse oplysninger blev hentet direkte fra webstedet clinicaltrials.gov uden ændringer. Hvis du har nogen anmodninger om at ændre, fjerne eller opdatere dine undersøgelsesoplysninger, bedes du kontakte register@clinicaltrials.gov. Så snart en ændring er implementeret på clinicaltrials.gov, vil denne også blive opdateret automatisk på vores hjemmeside .