Evaluating Sleep Quality With Emerging Technologies

NCT ID: NCT06900530

Last Updated: 2026-01-20

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

52 participants

Study Classification

OBSERVATIONAL

Study Start Date

2024-02-10

Study Completion Date

2025-12-15

Brief Summary

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To investigate the sleep quality of the adult orthodontic patient population at the Case Western Reserve University School of Dental Medicine using the NOSE Questionnaire, STOP-BANG Questionnaire, SleepCycle app, and Belun Ring.

The sample will consist of adult orthodontic patients who came seeking care at the Case Western Reserve University School of Dental Medicine's Orthodontic Department.

Inclusion criteria include adult patients in active treatment in the Case Western Reserve University School of Dental Medicine's Orthodontics Department, age 20 or higher, willingness to give informed consent and participate in the study, possession of a smartphone, and ability to return the Belun Ring and complete the follow-up questionnaire. Exclusion criteria include age less than 20, current or history of taking blood pressure medication, pregnancy, hypovolemia, allergy to thermoplastic elastomers or polycarbonates, anemia, use of mandibular repositioning devices, or active palatal expansion.

There were no existing publications similar to our study found in the current literature. So, the required sample size was estimated by the G Power formula for prevalence studies. The global prevalence of AHI 15 was used to estimate the required sample size for this study. The required sample size for 80% power and .05 precision came to 26 subjects.

Detailed Description

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Patients will complete four questionnaires (STOP-BANG, NOSE Score, Epworth Sleepiness Scale, and PROMIS Sleep Disturbance Questionnaire), and then wear the Belun Ring for 7 consecutive nights and use the Sleep Cycle App for seven consecutive nights. Patients also will complete a sleep tracking journal. Data points collected by the Belun Ring will include start time, end time, total recording time, oxygen desaturation index, total minutes when spO2 higher than 90%, minimum spO2 percentage, percent of time below 90% O2 saturation, mean spO2, sleep efficiency, bAHI, REM sleep (%), mean pulse rate, and total sleep time. The data collected by the Sleep Cycle will include time in bed, time asleep, minutes snoring, sleep regularity, and sleep quality.

The Sleep Cycle app and the Belun Ring will be used used simultaneously. Ideally, all seven night of the week will have data collected. If the patient skips a night of data collection, they will be encouraged to continue the study regardless.

Microsoft Excel will be used for data analysis. The Jarque Bera test will be used to test for the normality of data distribution. Descriptive statistics will be calculated for each category of data from the questionnaires, Belun Ring, and Sleep Cycle app. Correlation analyses will also be performed between all categories of data. One-way Analysis of Variance (ANOVA) tests will be used to assess whether there are significant differences in the data collected each day of the week for the Belun Ring and Sleep Cycle app, at the p=0.05 level of statistical significance. One-way T-tests will be used to compare data between subjects with bAHI less than 10 and bAHI higher than 10.

Conditions

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Snoring Sleep Disturbances Hypoxia Obstructive Sleep Apnea (OSA)

Study Design

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Observational Model Type

COHORT

Study Time Perspective

PROSPECTIVE

Study Groups

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Experimental

Subjects will be given the NOSE Questionnaire, STOP-BANG Questionnaire, SleepCycle app, and Belun Ring. They will be asked to use the equipment for 7 days and report back

No interventions assigned to this group

Eligibility Criteria

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Inclusion Criteria

* Between 20 and 75 years of age
* Current orthodontic patient at Case Western Reserve University
* Possession of a smartphone
* Ability to return Belun ring

Exclusion Criteria

* Less than 20 or older than 75 years of age.
* Current or history of taking blood pressure medication, pregnancy, hypovolemia, allergy to thermoplastic elastomers or polycarbonates, anemia, use of mandibular repositioning devices, or active palatal expansion.
Minimum Eligible Age

20 Years

Maximum Eligible Age

75 Years

Eligible Sex

ALL

Accepts Healthy Volunteers

Yes

Sponsors

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Case Western Reserve University

OTHER

Sponsor Role lead

Responsible Party

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Responsibility Role SPONSOR

Principal Investigators

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Juan M Palomo, DDS, MSD

Role: PRINCIPAL_INVESTIGATOR

Case Western Reserve University

Locations

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Case Western Reserve University Dental Clinic - Orthodontics

Cleveland, Ohio, United States

Site Status

Countries

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United States

References

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Schutte-Rodin S, Deak MC, Khosla S, Goldstein CA, Yurcheshen M, Chiang A, Gault D, Kern J, O'Hearn D, Ryals S, Verma N, Kirsch DB, Baron K, Holfinger S, Miller J, Patel R, Bhargava S, Ramar K. Evaluating consumer and clinical sleep technologies: an American Academy of Sleep Medicine update. J Clin Sleep Med. 2021 Nov 1;17(11):2275-2282. doi: 10.5664/jcsm.9580. No abstract available.

Reference Type BACKGROUND
PMID: 34314344 (View on PubMed)

Yeh E, Wong E, Tsai CW, Gu W, Chen PL, Leung L, Wu IC, Strohl KP, Folz RJ, Yar W, Chiang AA. Detection of obstructive sleep apnea using Belun Sleep Platform wearable with neural network-based algorithm and its combined use with STOP-Bang questionnaire. PLoS One. 2021 Oct 11;16(10):e0258040. doi: 10.1371/journal.pone.0258040. eCollection 2021.

Reference Type BACKGROUND
PMID: 34634070 (View on PubMed)

Gu W, Leung L, Kwok KC, Wu IC, Folz RJ, Chiang AA. Belun Ring Platform: a novel home sleep apnea testing system for assessment of obstructive sleep apnea. J Clin Sleep Med. 2020 Sep 15;16(9):1611-1617. doi: 10.5664/jcsm.8592.

Reference Type BACKGROUND
PMID: 32464087 (View on PubMed)

Nagappa M, Liao P, Wong J, Auckley D, Ramachandran SK, Memtsoudis S, Mokhlesi B, Chung F. Validation of the STOP-Bang Questionnaire as a Screening Tool for Obstructive Sleep Apnea among Different Populations: A Systematic Review and Meta-Analysis. PLoS One. 2015 Dec 14;10(12):e0143697. doi: 10.1371/journal.pone.0143697. eCollection 2015.

Reference Type BACKGROUND
PMID: 26658438 (View on PubMed)

Chung F, Abdullah HR, Liao P. STOP-Bang Questionnaire: A Practical Approach to Screen for Obstructive Sleep Apnea. Chest. 2016 Mar;149(3):631-8. doi: 10.1378/chest.15-0903. Epub 2016 Jan 12.

Reference Type BACKGROUND
PMID: 26378880 (View on PubMed)

Klaus K, Stummer AL, Ruf S. Accuracy of a Smartphone Application Measuring Snoring in Adults-How Smart Is It Actually? Int J Environ Res Public Health. 2021 Jul 8;18(14):7326. doi: 10.3390/ijerph18147326.

Reference Type BACKGROUND
PMID: 34299777 (View on PubMed)

Figueras-Alvarez O, Canto-Naves O, Cabratosa-Termes J, Roig-Cayon M, Felipe-Spada N, Tomas-Aliberas J. Snoring intensity assessment with three different smartphones using the SnoreLab application in one participant. J Clin Sleep Med. 2020 Nov 15;16(11):1971-1974. doi: 10.5664/jcsm.8676.

Reference Type BACKGROUND
PMID: 32638700 (View on PubMed)

Provided Documents

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Document Type: Study Protocol and Statistical Analysis Plan

View Document

Document Type: Informed Consent Form

View Document

Other Identifiers

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STUDY20221147

Identifier Type: -

Identifier Source: org_study_id

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