TipTraQ Home Sleep Test Validation Study, Duke

Validation of a Medical-grade Wearable Device with Interpretable Artificial Intelligence System for the Obstructive Sleep Apnea-hypopnea Syndrome (OSAHS) Screening

A validation study has been designed to assess the performance of a home sleep test device, TipTraQ, for screening sleep apnea. The study involves participants wearing the TipTraQ device on their fingertip during a traditional sleep test, known as polysomnography (PSG), conducted in a sleep center. The performance of the device will then be evaluated by comparing the results from the TipTraQ system with those from the traditional sleep test.

Study Overview

• Status: Completed
• Conditions: Obstructive Sleep Apnea

Detailed Description

This clinical study is designed to validate TipTraQ, a new sleep screening device developed by PranaQ, for the detection of Sleep Breathing Disorders (SBD), including obstructive sleep apnea-hypopnea syndrome (OSAHS). Given the high prevalence of undiagnosed OSAHS and the cumbersome nature of traditional polysomnography (PSG) - which involves multiple sensors and specialist interpretation - there is a pressing need for more accessible screening tools. TipTraQ aims to meet this need through a wearable device that utilizes photoplethysmography (PPG) and an accelerometer to monitor essential physiological parameters during sleep. This information is then analyzed by an interpretable artificial intelligence (AI) system to estimate key indicators of sleep health such as SpO2, total sleep time (TST), oxygen desaturation index (ODI), and apnea-hypopnea index (AHI).

The study is open-label and non-randomized, planning to recruit 125 subjects. Participants will use the TipTraQ device alongside a companion mobile app, with data analysis supported by AI technology hosted on a cloud server. The primary goal is to assess the accuracy of the TipTraQ system by comparing its output against the gold standard PSG annotations made by sleep experts.

This initiative represents a significant step towards simplifying and democratizing the screening process for sleep disorders, potentially enabling early detection and treatment for a larger segment of the population, thus mitigating personal health risks and broader societal impacts of undiagnosed SBD.

• Study Type: Observational
• Enrollment (Actual): 200

Contacts and Locations

Study Locations

• United States
  • North Carolina
    • Durham, North Carolina, United States, 27705
      • Duke University

Participation Criteria

Eligibility Criteria

• Ages Eligible for Study: Adult; Older Adult
• Accepts Healthy Volunteers: Yes

• Sampling Method: Non-Probability Sample

Study Population

Health or people who has indication to conduct polysomnography (PSG).

Description

Inclusion Criteria:

Subjects from the age of 20 and older that have an indication for an in-lab PSG study in the Duke University Hospital. The subject should be able to understand the study and sign the informed consent before being enrolled in the study. During the study period, the subject can withdraw from the study anytime.

Exclusion Criteria:

Subjects with the following medical conditions will be excluded from this study:

1. Heart transplant
2. Heart failure, New Youk Heart Association (NYHA) classification III or IV
3. Chronic Obstructive Lung Disease, Global Initiative for Chronic Obstructive Lung Disease (GOLD) categorization 3 or 4
4. Chronic opioid medication user Devastating Severe strokes, with the modified Rankin score (mRS)≥4
5. Tracheostomy
6. Incapable of comprehending and signing the informed consent and questionnaires, including but not limited to subjects with severe Alzheimer's, unconscious by head trauma, or of someone with limited mental capacity
7. Cannot correctly follow the order to use the TipTraQ device

Study Plan

How is the study designed?

What is the study measuring?

Primary Outcome Measures

Outcome Measure	Measure Description	Time Frame
Oxygen Desaturation Index(ODI)	Average desaturation episodes with a decrease in the oxygen saturation of ≥4% or 3% per hour	From the start of a single polysomnography study to the end of the recording.
Total Sleep Time(TST)	Total sleep time during the polysomnography (PSG)	From the start of a single polysomnography study to the end of the recording.
Apnea Hypopnea Index(AHI)	The combined average number of apneas and hypopneas that occur per hour of sleep	From the start of a single polysomnography study to the end of the recording.

Collaborators and Investigators

• Sponsor: PranaQ Pte. Ltd.

Study record dates

Study Major Dates

• Study Start (Actual): February 28, 2024
• Primary Completion (Actual): August 23, 2024
• Study Completion (Actual): August 23, 2024

Study Registration Dates

• First Submitted: April 2, 2024
• First Submitted That Met QC Criteria: April 2, 2024
• First Posted (Actual): April 8, 2024

Study Record Updates

• Last Update Posted (Actual): October 22, 2024
• Last Update Submitted That Met QC Criteria: October 20, 2024
• Last Verified: October 1, 2024

More Information

Terms related to this study

• Keywords: Obstructive Sleep Apnea
• Additional Relevant MeSH Terms: Nervous System Diseases; Respiratory Tract Diseases; Respiration Disorders; Sleep Wake Disorders; Signs and Symptoms, Respiratory; Sleep Disorders, Intrinsic; Dyssomnias; Sleep Apnea Syndromes; Sleep Apnea, Obstructive; Apnea
• Other Study ID Numbers: TipTraQ validation Duke

Drug and device information, study documents

• Studies a U.S. FDA-regulated drug product: No
• Studies a U.S. FDA-regulated device product: No
• product manufactured in and exported from the U.S.: No