Related Experiment Video
Updated: Jul 13, 2026

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Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
Beyond Device Downloads: Residual Sleep Apnea and Hypoxemia Missed by Flow-Based CPAP Monitoring
Savit Raj Malhotra1, Quynh Theresa Do1, Stacey Gunn1
1Empower Sleep, 530 Technology Drive, Suite 100, Irvine, California 92618, USA.
Sleep
|July 12, 2026
Summary
Positive Airway Pressure (PAP) therapy reports may underestimate residual sleep apnea severity. Cardiopulmonary coupling (CPC) testing reveals significant residual disease missed by PAP data alone, highlighting the need for comprehensive assessment.
Area of Science:
- Sleep Medicine
- Respiratory Physiology
- Telemedicine
Background:
- Positive Airway Pressure (PAP) therapy is the standard for sleep apnea treatment.
- PAP download reports assess usage, leak, and residual apnea-hypopnea index (AHI).
- Follow-up testing can provide additional insights into sleep and respiratory health during PAP therapy.
Purpose of the Study:
- To compare PAP-derived AHI (AHIFLOW) with cardiopulmonary coupling (CPC)-derived AHI3% (AHICPC).
- To evaluate residual respiratory burden in patients receiving PAP therapy.
- To identify cases where PAP therapy appears effective but residual disease may persist.
Main Methods:
- Retrospective analysis of remote physiological monitoring data from ResMed PAP devices.
- Longitudinal home sleep testing using CPC via the SleepImage system.
- Analysis of concomitant PAP and CPC data from 465 patients over 24,939 nights.
Main Results:
- Mean AHIFLOW was 2.4 events/hour, while mean AHICPC was 12.1 events/hour.
- In nights with AHIFLOW <5, 85% had AHICPC ≥5, and 47.7% had AHICPC ≥10.
- Significant residual hypoxia was observed, with 28.3% experiencing SpO2 <90% and 10.6% SpO2 <88% for ≥5 minutes.
Conclusions:
- PAP reports may underestimate residual respiratory burden and miss clinically significant residual disease.
- Device-based flow metrics alone can overlook hypoxic events, particularly during REM sleep.
- Relying solely on PAP-derived AHI risks underestimating persistent sleep apnea severity.
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