NCT06751537

Brief Summary

This observational study evaluates the effectiveness of the WearME system in monitoring COPD severity and respiratory function by comparing its measurements to standard spirometry, capnography, and other clinical assessments in 128 COPD participants.

Trial Health

57
Monitor

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Enrollment
128

participants targeted

Target at P50-P75 for all trials

Timeline
Completed

Started May 2025

Shorter than P25 for all trials

Geographic Reach
1 country

2 active sites

Status
recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

December 20, 2024

Completed
10 days until next milestone

First Posted

Study publicly available on registry

December 30, 2024

Completed
5 months until next milestone

Study Start

First participant enrolled

May 29, 2025

Completed
8 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

January 31, 2026

Completed
28 days until next milestone

Study Completion

Last participant's last visit for all outcomes

February 28, 2026

Completed
Last Updated

September 9, 2025

Status Verified

September 1, 2025

Enrollment Period

8 months

First QC Date

December 20, 2024

Last Update Submit

September 2, 2025

Conditions

Keywords

lung functionrespiratory rateFEV1FVCI:E ratioPulmonary DevicesMachine Learning

Outcome Measures

Primary Outcomes (1)

  • Agreement between WearME-Pro system and gold standard devices for FEV1 measurements, stratified by COPD severity.

    The primary outcome measure will be the Bland-Altman LOA between the FEV1/FVC measurements of WearME-Pro FEV1/FVC prediction (recorded within the WearME-Basic app but not displayed to users) and the gold standard devices.

    Within 6 months of study start.

Secondary Outcomes (4)

  • Accuracy of WearME-Basic in measuring Respiration Rate

    Within 6 months of study start.

  • Accuracy of WearME-Basic in measuring I:E ratio

    Within 6 months of study start.

  • Accuracy of WearME-Basic in measuring Heart Rate

    Within 6 months of study start.

  • Accuracy of WearME-Basic in measuring ROM

    Within 6 months of study start.

Study Arms (1)

COPD Participants

Participants are wearing the WearME device and undergoing reference testing

Eligibility Criteria

Age21 Years - 100 Years
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)
Sampling MethodProbability Sample
Study Population

Adult COPD patients recruited from outpatient clinics at LASARRUS, Johns Hopkins, and TidalHealth.

You may qualify if:

  • Adult participants aged 21-100 years, of any sex, and of any race/ethnicity, who are able to understand and sign consent documents in English or Spanish.
  • Diagnosed with COPD as per the Global Initiative for Chronic Obstructive Lung Disease (GOLD) criteria \[5\] , with the following severity levels (confirmed via spirometry performed after consent):
  • Mild: FEV1/FVC \< 0.7 and FEV1 ≥ 80%
  • Moderate: FEV1/FVC \< 0.7 and 50% ≤ FEV1 \< 80%
  • Severe: FEV1/FVC \< 0.7 and 30% ≤ FEV1 \< 50%
  • Very Severe: FEV1/FVC \< 0.7 and FEV1 \< 30% or FEV1 \< 50%, plus chronic respiratory failure.
  • Note: Participants will be consented and enrolled based on prior diagnosis of COPD from medical records within the past year to confirm eligibility and stratify COPD severity levels. Spirometry will be performed during concurrent data collection with the WearME device for comparison. Screening failures are expected and will be recorded and managed appropriately.
  • Current, former, or never smoker; any amount of time between quitting and study enrollment is allowed).
  • Ability to understand and willingness to sign consent documents.
  • Able to participate in study procedures as required.

You may not qualify if:

  • Participants with known skin allergies or conditions that may interfere with device application or signal transmission.
  • Currently receiving invasive mechanical ventilation.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (2)

Johns Hopkins

Baltimore, Maryland, 21224, United States

RECRUITING

TidalHealth

Salisbury, Maryland, 21801, United States

RECRUITING

Related Publications (3)

  • Nicholson PJ. The updated ATS/ERS spirometry technical standards. Occup Med (Lond). 2020 May 27;70(3):146-148. doi: 10.1093/occmed/kqaa030. No abstract available.

    PMID: 32073625BACKGROUND
  • Lokke A, Lange P, Lykkegaard J, Ibsen R, Andersson M, de Fine Licht S, Hilberg O. Economic Burden of COPD by Disease Severity - A Nationwide Cohort Study in Denmark. Int J Chron Obstruct Pulmon Dis. 2021 Mar 10;16:603-613. doi: 10.2147/COPD.S295388. eCollection 2021.

    PMID: 33731990BACKGROUND
  • GBD Chronic Respiratory Disease Collaborators. Prevalence and attributable health burden of chronic respiratory diseases, 1990-2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet Respir Med. 2020 Jun;8(6):585-596. doi: 10.1016/S2213-2600(20)30105-3.

    PMID: 32526187BACKGROUND

MeSH Terms

Conditions

Pulmonary Disease, Chronic Obstructive

Condition Hierarchy (Ancestors)

Lung Diseases, ObstructiveLung DiseasesRespiratory Tract DiseasesChronic DiseaseDisease AttributesPathologic ProcessesPathological Conditions, Signs and Symptoms

Central Study Contacts

Lloyd E Emokpae, PhD.

CONTACT

Study Design

Study Type
observational
Observational Model
COHORT
Time Perspective
CROSS SECTIONAL
Sponsor Type
INDUSTRY
Responsible Party
SPONSOR

Study Record Dates

First Submitted

December 20, 2024

First Posted

December 30, 2024

Study Start

May 29, 2025

Primary Completion

January 31, 2026

Study Completion

February 28, 2026

Last Updated

September 9, 2025

Record last verified: 2025-09

Data Sharing

IPD Sharing
Will share

Data Types: Scientific Data to be Shared: 1. Clinical Data: * De-identified patient demographics (age, sex, ethnicity) * Clinical assessments and outcomes * Pulmonary function test results (e.g., FEV1, FVC ratios) * Respiratory rate (RR), Inspiratory/Expiratory (I:E) ratio, activity measurements 2. Physiological Measurements: * Bilateral acoustic recordings from the WearME-Pro device * Kinematic data (accelerometer, gyroscope readings) * Temperature measurements 3. Machine Learning Outputs: * Model parameters and outputs from the AUDAS algorithm * Processed data used for developing predictive models Data Sharing and Access: 1\. Repository Selection: Upon completion of the project, de-identified datasets and associated metadata will be deposited in Figshare, a widely used, NIH-compliant public repository that provides persistent identifiers (DOIs) and facilitates open access.

Shared Documents
STUDY PROTOCOL, SAP, ICF, CSR

Locations