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Influence of Photoplethysmogram Signal Quality on Pulse Arrival Time during Polysomnography
Mantas Rinkevičius1, Peter H Charlton2,3, Raquel Bailón4,5
1Biomedical Engineering Institute, Kaunas University of Technology, K. Baršausko Str. 59, LT-51423 Kaunas, Lithuania.
Low-quality photoplethysmogram (PPG) signals during polysomnography (PSG) studies can skew pulse arrival time (PAT) measurements. This study developed an algorithm using ECG to assess PPG quality, improving PAT accuracy for diagnosing sleep apnea and monitoring blood pressure.
Area of Science:
- Cardiovascular Physiology
- Sleep Medicine
- Biomedical Signal Processing
Background:
- Polysomnography (PSG) is the gold standard for diagnosing obstructive sleep apnea (OSA).
- Accurate pulse arrival time (PAT) estimation is crucial for tracking nocturnal blood pressure fluctuations during PSG.
- Low-quality photoplethysmogram (PPG) signals can significantly compromise PAT accuracy.
Purpose of the Study:
- To develop a PPG signal-quality assessment algorithm for robust PAT estimation.
- To investigate the influence of PPG signal quality on PAT during various sleep stages and OSA events.
Main Methods:
- Utilized electrocardiogram (ECG) R and T waves to identify PPG pulse onsets.
- Developed a PPG signal-quality assessment algorithm based on ECG synchronization.
- Analyzed 2055 PSG recordings from the MESA database.
Main Results:
- High-quality PPG signals were less frequent during oxygen desaturation and arousal events compared to apnea events.
- Lower PPG signal quality correlated with a higher interquartile range of PAT.
- The proposed algorithm improved PAT evaluation, reducing deviations and enhancing statistical differences between sleep stages and events.
Conclusions:
- The developed algorithm enhances PPG signal quality assessment for more reliable PAT estimation.
- Improved PAT accuracy can lead to more robust nocturnal blood pressure monitoring in PSG studies.
- This method holds potential for improving the diagnosis and management of sleep-related cardiovascular conditions.
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