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Status unknownNCT05566860Updated Oct 4, 2022

Prescision Medicine in Obstructive Sleep Apnea, Cardiovascular and Cerebrovascular Disease: AI Electrocardiogram Patch Does it All

An interventional study of Positional Therapy and Intraoral Negative Pressure Therapy in Sleep Apnea, Obstructive, sponsored by Shin Kong Wu Ho-Su Memorial Hospital. Status unknown at 1 site in Taiwan. Open to participants aged 18 Years to 80 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2022-10-04.

Sponsored by Shin Kong Wu Ho-Su Memorial Hospital · Not applicable, Interventional, and Treatment

The sponsor has not verified this record recently (last verified Sep 2022), so the status shown — last known as Recruiting — may be out of date.
Phase
Not applicable
Study type
Interventional
Enrollment
80
Allocation
Non-randomized
Ages
18 Years to 80 Years
Sex
All
01

Study summary

Obstructive Sleep apnea(OSA) is a disease with multiple causes, and treatments are very diverse. Patients and doctors have a lot of choices. The concept of precision medicine is needed to intervene so that doctors and patients can have directions in this huge map and won't get lost. In this OSA maze, we have already walked through some feasible passages, but we are far from reaching the end.

At present, the research direction of artificial intelligence for OSA is mostly focused on how to accurately screen, but less attention is paid on how to accurately treat and conveniently follow the effectiveness of treatment to increase patient compliance.

We can already analyze the results of electrocardiogram patches to predict the severity of sleep apnea. We have also been able to analyze the results of electrocardiogram patches for three consecutive nights, and found postural sleep apnea that could not be detected in laboratory sleep examinations, and help doctors provide appropriate intervention to improve patients' sleep apnea, severity and quality of sleep. We have also found that precision sleep endoscopy can be used to predict the outcome of sleep apnea patients after surgery and the effectiveness of treatment with an intraoral nagative airway pressure device.

Therefore, in the future, with artificial intelligence(AI), ECG patches are able to be used for follow patients' treatment effectiveness.

Others include the treatment of weight loss drugs and bariatric surgery for obese patients, the control of environmental temperature and humidity, and the training of oropharyngeal and tongue muscle strength, all of which require the diagnosis and follow up of AI ECG patches from beginning to end.

According to the latest research, nocturnal hypertension is more relevant to the prognosis of cardiovascular problems and cerebrovascular disease that may occur in the future. This is also the problem that we are most concerned about in the treatment of sleep apnea. ECG patches also have the potential to provide us with information about nocturnal hypertension. Studies have also shown that ECG patches test results are highly correlated with nocturnal hypertension. Therefore, the improvement of nocturnal hypertension can also be used as an important indicator of the effectiveness for our treatment of sleep apnea.

Therefore, the goal of this project is to develop AI algorithm to make ECG patches more helpful to patients with sleep apnea, and to make better treatment decisions that are most suitable for patients, such as postural therapy, bariatric surgery for obese patients, environmental temperature and humidity control, oropharyngeal tongue muscle strength training, and accompany with sleep endoscope for the selection of intraoral negative pressure devices and surgery, and finally use AI ECG patches for the patient for three consecutive nights to evaluate the improvement of nocturnal hypertension and sleep apnea, and to achieve the goal of precision medicine in OSA.

02

Conditions studied

  • Sleep Apnea, Obstructive

Keywords

  • obstructive sleep apnea
  • ECG patch
  • precision medicine
  • cardiovascular disease
  • cerebrovascular disease
  • sleep environment
  • sleep endoscope
  • postural therapy
  • oral appliance
  • intraoral negative airway pressure
  • sleep surgery
  • obesity
  • bariatric surgery
03

In context

Apnea

1,422 studies on the registry are indexed under Apnea; 159 are open to participants now.

This study's planned enrollment of 80 is above the median of 50 across 965 interventional studies indexed under Apnea.

Browse Apnea studies →

Lead sponsor

Shin Kong Wu Ho-Su Memorial Hospital is the lead sponsor of 65 studies on the registry; 16 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years to 80 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Inclusion criteria

  • patients with snoring and obstructive sleep apnea

Exclusion criteria

Exclusion Criteria:

Patients who are not suitable for anesthesia and surgical risks, including:

  • serious cerebrovascular and cardiovascular diseases
  • serious metabolic disorders
  • serious respiratory diseases
05

Study design

Phase
Not applicable
Primary purpose
Treatment
Allocation
Non-randomized
Intervention model
Sequential assignment
Masking
None (open label)
Enrollment
80 participants (estimated)

Study arms

  • Experimental
    BMI <27

    Procedure: Positional Therapy · Procedure: Intraoral Negative Pressure Therapy · Procedure: Oral Appliances · Procedure: Surgery · Procedure: Tongue Muscle Strength Training

  • Experimental
    BMI 27-32

    Procedure: Positional Therapy · Procedure: Intraoral Negative Pressure Therapy · Procedure: Oral Appliances · Procedure: Surgery · Procedure: Tongue Muscle Strength Training

  • Experimental
    BMI >32

    Procedure: Positional Therapy · Procedure: Intraoral Negative Pressure Therapy · Procedure: Oral Appliances · Procedure: Surgery · Procedure: Tongue Muscle Strength Training

Interventions

  • ProcedurePositional Therapy

    After the a forementioned sleep endoscopy, if the patient has postural sleep apnea, he was treated with positional therapy for three months.

  • ProcedureIntraoral Negative Pressure Therapy

    If the patient is effective with intraoral negative pressure therapy (iNAP), this therapy was used for three months.

    Also known as: iNAP

  • ProcedureOral Appliances

    If the patient is effective with oral appliances use, it was used be for three months.

  • ProcedureSurgery

    If the interventions mentioned above are ineffective, or the patient does not want to try the above treatments, surgery is required. The surgical patients were divided into three groups according to their body weight. One group was overweight patients (BMI\>32) who were treated with upper airway surgery and/or bariatric surgery, and/or postoperative diet education; the other group was overweight people with a BMI between 27 and 32, upper airway surgery and/or bariatric surgery, and/or postoperative diet education will be done; if the weight is normal with the BMI is less than 27, or those patients who are overweight but are not willing receive above mentioned weight loss treatment, upper airway surgery will be done.

  • ProcedureTongue Muscle Strength Training

    If the tongue strength of the aforementioned patient is insufficient, it is recommended that the patient need to do tongue muscle strength training at the same time for three months. If the ambient temperature and humidity have an impact, we will recommend patients to control the ambient temperature and humidity and use the ECG patch to track the changes before and after three months.

06

What researchers measure

Primary outcomes

  1. single-lead ECG monitoring patch with 3-axis ac-celerometer

    total record time, total sleep time, sleep efficiency, sleep latency, wake after sleep onset, ECG-derived respiration, cyclic variation of heart rate, heart rate variability (mean HR, SD, TP, HF, LF, VL, Kurtosis, Skewness)

    Time frame: The ECG patches will track changes before and three months after treatment.

Secondary outcomes

  1. Home Sleep Test (HST)

    recording time (start, end), AHI, AHI supine, AHI non-supine, events totals (apnea, hypopnea), AI obstructive, ODI, lowest oxygen saturation

    Time frame: The HST will track changes before and three months after treatment.

  2. Polysomnography (PSG)

    AHI, REM AHI, total sleep time, events totals (obstructive apnea, hypopnea), lowest oxygen saturation, PLM index, ESS

    Time frame: The PSG test will track changes before and three months after treatment.

07

Study locations

1 of 1 sites recruiting
  • Shin Kong Wu Ho-Su Memorial Hospital
    Taipei, Taiwan
    Recruiting
08

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Oct 4, 2022, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
09

Registry details

Key details

Study ID
NCT05566860
Lead sponsor
Shin Kong Wu Ho-Su Memorial Hospital
Collaborators
National Yang Ming Chiao Tung University
Responsible party
Sponsor
First posted
Oct 4, 2022
Start date
Jun 23, 2022
Primary completion
Jun 30, 2023 (estimated)
Completion
Dec 31, 2024 (estimated)
Last update
Oct 4, 2022

Study contacts

Ying-Shuo Hsu
Contact
sulisky@gmail.com
00886918361831

Oversight

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

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