Actively Recruiting

Age: 20Years - 80Years
All Genders
ID04943562

Evaluation of the Viability of Actigraphy, Wearable EEG Band and Smartphone for Sleep Staging in Comparison With Polysomnography

Led by SleepUp Tecnologia em Saúde Ltda · Updated on 2025-12-02

96

Participants Needed

2

Research Sites

259 weeks

Total Duration

On this page

AI-Summary

What this Trial Is About

Researchers are evaluating the use of combined wearable and portable devices for sleep staging, comparing their results with standard polysomnography to achieve clinical and diagnostic validation. The study focuses on three types of devices: movement sensors (actigraphy), wearable EEG bands, and smartphones. This observational study involves healthy participants and those with sleep disorders, aiming to assess the accuracy of these technologies for sleep monitoring. The study is conducted in two stages. In the first stage, combinations of actigraphy and wearable EEG bands will be tested on 48 healthy volunteers aged 20 to 80 years without sleep disorders. Participants will undergo overnight polysomnography while simultaneously using the device combinations. In the second stage, the most effective combination from stage one will be tested on 60 participants aged 20 to 80 years who have at least one sleep disorder or complaint, including insomnia, sleep apnea risk, or excessive sleepiness. All participants will undergo the same procedures. Participants will visit a sleep lab for a full night of type-1 polysomnography conducted according to recommended standards, while also wearing the study devices. Researchers will measure various sleep parameters immediately after polysomnography, including sleep latency, total sleep time, sleep efficiency, wake after sleep onset, latency to REM sleep, and the time and percentage of each sleep stage. The study will monitor these outcomes to evaluate the diagnostic validity of the wearable and portable devices compared to polysomnography.

CONDITIONS

Brief Title

Actigraphy, Wearable EEG Band and Smartphone for Sleep Staging

Who Can Participate

Age: 20Years - 80Years
All Genders

Eligibility Criteria

Eligible

You may qualify if you...

  • Age between 20 and 80 years old
  • Living in the city of São Paulo, Brazil
  • No physical or intellectual disability that prevents attending an in-lab polysomnography or understanding its instructions
  • For stage one: no sleep disorders
  • For stage two: at least one sleep disorder or complaint, with specified proportions having moderate to severe insomnia, high risk of sleep apnea, or excessive sleepiness
Not Eligible

You will not qualify if you...

  • Excessive daytime sleepiness (Epworth Sleepiness Scale) for healthy volunteers
  • Poor sleep quality (Pittsburgh Sleep Quality Index) for healthy volunteers
  • Any insomnia symptoms (Insomnia Severity Index) for healthy volunteers
  • Symptoms of depression (Beck Depression Inventory) for healthy volunteers
  • High risk for sleep apnea (Stop-Bang questionnaire) for healthy volunteers
  • Presence of sleep-related symptoms (UNIFESP sleep questionnaire) for healthy volunteers
  • Abuse of alcohol, drugs, or use of medicines affecting sleep
  • Chronic diseases
  • Diagnosis of any sleep disorder during polysomnography
  • For stage two: absence of sleep disorders

AI-Screening

AI-Powered Screening

Complete this quick 3-step screening to check your eligibility

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Your Study Journey

Screening

Duration - 2 to 4 weeks

Participants are screened for eligibility to participate in the trial.

1 visit (in-person)

Diagnostic Evaluation

Duration - 1 night

Participants undergo full night type-1 in-lab polysomnography while simultaneously using wearable devices including actigraphy and EEG bands to evaluate sleep staging.

1 overnight visit (in-person)

Long-term Monitoring

Duration - 3 to 14 consecutive days

Participants wear movement sensors (actigraphy) and use smartphone apps to monitor sleep-wakefulness cycles over several days to 2 weeks.

Continuous monitoring with wearable devices during this period

Trial Site Locations

Total: 2 locations

1

SleepUp Tecnologia em Saúde LTDA

São Caetano do Sul, São Paulo, Brazil, 09530-250

Actively Recruiting

2

Centro de Especialistas do Sono

São Paulo, Brazil, 01416-001

Actively Recruiting

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Research Team

R

Renata Bonaldi, PhD

R

Renata Bonaldi, PhD

How is the study designed?

Study Type

OBSERVATIONAL

Masking

N/A

Allocation

N/A

Model

N/A

Primary Purpose

N/A

Number of Arms

2

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Published Research Related To This Trial

Validation of a sleep staging classification model for healthy adults based on two combinations of a single-channel EEG headband and wrist actigraphy.

Mariana Cardoso Melo, Julia Ribeiro da Silva Vallim, Silvério Garbuio...

https://pubmed.ncbi.nlm.nih.gov/38427322