Sleep Signal Analysis for Current Major Depressive Episode (SAMDE)

NCT ID: NCT05708222

Last Updated: 2024-07-11

Study Results

Results pending

The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.

Basic Information

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Recruitment Status

COMPLETED

Total Enrollment

715 participants

Study Classification

OBSERVATIONAL

Study Start Date

2022-09-01

Study Completion Date

2024-07-09

Brief Summary

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The objective of this study is to collect data to finalize the development of MEB-001 software as a medical device. The data collected in this study will be used to develop MEB-001 machine learning algorithms by training the algorithms to match the patient's demographic and clinical information, and the objective physiological signals (i.e., electroencephalogram (EEG) and electrocardiogram (ECG)) recorded during PSG with the diagnosis of cMDE performed through the MINI neuropsychiatric evaluation.

Detailed Description

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This is a two (2)-phase, single-arm, prospective, non-significant risk, multi-center trial where each enrolled subject's data will be used for the development of MEB-001.

Study Population:

Subjects who are at least 22 years old but not older than 75 years old, who have been referred to a sleep clinic for sleep disturbances and sign an informed consent form (ICF) will be evaluated for participation in this study.

The selection of the population involved in the study will consider the geographic diversity needed to obtain a representative sample of the intended use population. Centers will be selected to secure geographic and clinical diversity across the USA to obtain a representative distribution of the intended patient population.

All patients undergoing PSG due to primary or secondary sleep disorders, which include, but are not limited to, Sleep-Related Movement Disorders, Sleep-Related Breathing Disorders, Intrinsic and Extrinsic Circadian Rhythm Sleep-Wake Disorders, Hypersomnia, Parasomnia, and Insomnia, will be consecutively recruited, according to the inclusion/exclusion criteria.

Conditions

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Depressive Episode Depression Depressive Disorder Depressive Disorder, Major Depression Mild

Study Design

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Observational Model Type

OTHER

Study Time Perspective

PROSPECTIVE

Study Groups

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Self Reported Assessment

This group of patients will self report their answers to the MINI assessment.

MEB-001

Intervention Type DEVICE

The study is for the development of a software medical device. The study participant will complete study specific questionnaires and undergo a routine sleep study. The medical device will not provide any treatment or interventions.

Clinician Interview Assessment

This group of patients will complete the MINI assessment via an interactive interview conducted by a qualified clinician.

MEB-001

Intervention Type DEVICE

The study is for the development of a software medical device. The study participant will complete study specific questionnaires and undergo a routine sleep study. The medical device will not provide any treatment or interventions.

Interventions

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MEB-001

The study is for the development of a software medical device. The study participant will complete study specific questionnaires and undergo a routine sleep study. The medical device will not provide any treatment or interventions.

Intervention Type DEVICE

Eligibility Criteria

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Inclusion Criteria

Subjects must meet ALL the following conditions to be eligible to participate in the study:

1. Subject is age ≥ 22 years and ≤ 75 years.
2. Subject is undergoing polysomnography due to suspected primary or secondary sleep disorders.
3. Subject is willing and able to provide informed consent.
4. Subject has the ability to read and understand the instructions for the study.
5. Subject is willing to adhere to study procedures.
6. Subject is willing to undergo full night diagnostic PSG study, as prescribed.

Exclusion Criteria

Subjects will not be eligible, and they will not be recruited to participate in the study if any of the following conditions are present:

1. Subject has a pacemaker.
2. Subject has undergone a heart transplant.
3. Subject is undergoing a full night C-PAP titration study.
Minimum Eligible Age

22 Years

Maximum Eligible Age

75 Years

Eligible Sex

ALL

Accepts Healthy Volunteers

No

Sponsors

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Medibio Limited

INDUSTRY

Sponsor Role lead

Responsible Party

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Responsibility Role SPONSOR

Principal Investigators

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Archie Defillo, MD

Role: STUDY_CHAIR

Medibio Limited

Melissa E Bruner, MS

Role: STUDY_DIRECTOR

Medibio Limited

Locations

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Medbridge Healthcare

Bradenton, Florida, United States

Site Status

Lakeland Sleep Store

Blaine, Minnesota, United States

Site Status

Lakeland Sleep

Plymouth, Minnesota, United States

Site Status

Medbridge Healthcare

Clayton, North Carolina, United States

Site Status

Medbridge Healthcare

Raleigh, North Carolina, United States

Site Status

Medbridge Healthcare

Wilson, North Carolina, United States

Site Status

Ohio Sleep Solutions

Columbus, Ohio, United States

Site Status

Ohio Sleep Solutions

Grove City, Ohio, United States

Site Status

Medbridge Healthcare

North Charleston, South Carolina, United States

Site Status

Medbridge Healthcare

Sumter, South Carolina, United States

Site Status

Comprehensive Sleep Medicine Associates

Austin, Texas, United States

Site Status

Comprehensive Sleep Medicine Associates

Sugar Land, Texas, United States

Site Status

Comprehensive Sleep Medicine Associates

The Woodlands, Texas, United States

Site Status

Countries

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United States

References

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Caldirola D, Dacco S, Cuniberti F, Grassi M, Alciati A, Torti T, Perna G. First-onset major depression during the COVID-19 pandemic: A predictive machine learning model. J Affect Disord. 2022 Aug 1;310:75-86. doi: 10.1016/j.jad.2022.04.145. Epub 2022 Apr 27.

Reference Type RESULT
PMID: 35489559 (View on PubMed)

Caldirola D, Cuniberti F, Dacco S, Grassi M, Torti T, Perna G. Predicting New-Onset Psychiatric Disorders Throughout the COVID-19 Pandemic: A Machine Learning Approach. J Neuropsychiatry Clin Neurosci. 2022 Summer;34(3):233-246. doi: 10.1176/appi.neuropsych.21060148. Epub 2022 Mar 21.

Reference Type RESULT
PMID: 35306830 (View on PubMed)

Perna G, Dacco S, Alciati A, Cuniberti F, De Berardis D, Caldirola D. Childhood maltreatment history for guiding personalized antidepressant choice in major depressive disorder: Preliminary results from a systematic review. Prog Neuropsychopharmacol Biol Psychiatry. 2021 Apr 20;107:110208. doi: 10.1016/j.pnpbp.2020.110208. Epub 2020 Dec 15.

Reference Type RESULT
PMID: 33338557 (View on PubMed)

Dacco S, Caldirola D, Grassi M, Alciati A, Perna G, Defillo A. High prevalence of major depression in US sleep clinics: the need for routine depression screening in sleep services. J Clin Sleep Med. 2023 Apr 1;19(4):835-836. doi: 10.5664/jcsm.10398.

Reference Type RESULT
PMID: 36644846 (View on PubMed)

Perna G, Alciati A, Dacco S, Grassi M, Caldirola D. Personalized Psychiatry and Depression: The Role of Sociodemographic and Clinical Variables. Psychiatry Investig. 2020 Mar;17(3):193-206. doi: 10.30773/pi.2019.0289. Epub 2020 Mar 12.

Reference Type RESULT
PMID: 32160691 (View on PubMed)

Perna G, Cuniberti F, Dacco S, Nobile M, Caldirola D. Impact of respiratory protective devices on respiration: Implications for panic vulnerability during the COVID-19 pandemic. J Affect Disord. 2020 Dec 1;277:772-778. doi: 10.1016/j.jad.2020.09.015. Epub 2020 Sep 7.

Reference Type RESULT
PMID: 33065816 (View on PubMed)

Other Identifiers

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CIP-0089

Identifier Type: -

Identifier Source: org_study_id

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