Evaluation of an Algorithm to Detect Sleep and Wake in Continuous Positive Airway Pressure (CPAP)
PBSW
1 other identifier
interventional
36
1 country
1
Brief Summary
The purpose of this engineering trial is to develop and validate an algorithm that will deliver Paced Breathing as a ramp feature to obstructive sleep apnea (OSA) subjects using Continuous Positive Airway Pressure (CPAP) therapy. In this trial the investigators will be evaluating the algorithm's ability to correctly distinguish between sleep and wake.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for not_applicable
Started Oct 2009
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
October 1, 2009
CompletedFirst Submitted
Initial submission to the registry
December 11, 2009
CompletedFirst Posted
Study publicly available on registry
December 15, 2009
CompletedPrimary Completion
Last participant's last visit for primary outcome
September 1, 2010
CompletedStudy Completion
Last participant's last visit for all outcomes
September 1, 2010
CompletedResults Posted
Study results publicly available
May 14, 2013
CompletedMay 14, 2013
April 1, 2013
11 months
December 11, 2009
December 3, 2012
April 1, 2013
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Sleep/Wake Algorithm
We tested the ability of the Sleep/Wake algorithm to identify sleep an wake periods with precision, as compared to standard polysonography (PSG) measures, which was used as the gold standard, i.e. we tested the accuracy of the algorithm. Accuracy was defined as the proportion of true results (both true positives and true negatives)in the population and it was assesed using as 2 X 2 table, i.e. accuracy = number of true positives + number of true negatives/ number of true positives + false positives + false negatives +true negatives. where True positive = the algorithm tested correctly identified sleep, False positive = the algorithm tested incorrectly identified sleep, True negative = the algorithm tested correctly rejected awake periods, and False negative = the algorithm tested incorrectly rejected awake periods.
The performance of the algorithm will be evaluated in real time while the subject is wearing the device during the sleep study, an average of 08 hours.
Study Arms (1)
Paced Breathing Sleep/Wake detection
EXPERIMENTALAll subjects enrolled will have oobstructive sleep apnea (OSA) and will be current Continuous Positive Airway Pressur (CPAP) users.
Interventions
The Paced Breathing (PB) feature(when activated) will work to relax the user and help them fall asleep by encouraging them to take deep slow breaths until they reach 10 breaths (or less) per minute. The feature will also detect when the subject has fallen asleep so the Continuous Positive Airway Pressur (CPAP) device will automatically switch from PB mode to regular CPAP mode.
Eligibility Criteria
You may qualify if:
- Age 21-70
- Diagnosis of obstructive sleep apnea (OSA)
- Current adherent CPAP user (has been using CPAP nightly for at least 2 weeks).
- On CPAP pressures of 5-10cm.
- Subjects wishing to complete a day or evening appointment need to have significant daytime sleepiness (Epworth Sleepiness Scale score of 8 or above)
- Able and willing to provide written informed consent
- English speaking
You may not qualify if:
- Participation in another interventional research study within the last 30 days
- Major controlled or uncontrolled medical condition such as congestive heart failure, neuromuscular disease, renal failure etc.
- Inability to tolerate nasal CPAP mask due to problems breathing solely through their nose.
- Chronic respiratory failure or insufficiency with suspected or known neuromuscular disease, moderate or severe chronic obstructive pulmonary disease (COPD), or any condition with an elevation of arterial carbon dioxide levels while awake (PaCo2≥55mmHg)
- Severe oxygen desaturation on the polysomnography (PSG), i.e. Sa02 \< 70% for 10% of the study.
- Surgery of the upper airway, nose, sinus or middle ear within the past 90 days
- Currently using supplemental oxygen
- Regular use of sleeping pills or stimulants (\> 3 nights a week)
- Currently working night shift or rotating day/night shift
- Drowsy Driving or near miss accident in the past 6 months
- Inability to tolerate or track to Paced Breathing device during initial habituation session in lab
- Chronic insomnia, Restless legs syndrome, or severe periodic limb movement disorder (PLMD - PLMAI\>20/hr).
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Philips Respironics
Boston, Massachusetts, 02135, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Results Point of Contact
- Title
- Dr. David P. White
- Organization
- Philips
Study Officials
- PRINCIPAL INVESTIGATOR
David P White, M.D
Philips Respironics
Publication Agreements
- PI is Sponsor Employee
- Yes
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
December 11, 2009
First Posted
December 15, 2009
Study Start
October 1, 2009
Primary Completion
September 1, 2010
Study Completion
September 1, 2010
Last Updated
May 14, 2013
Results First Posted
May 14, 2013
Record last verified: 2013-04