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Detection of respiratory events using pulse rate in children with and without obstructive sleep apnea
Anke Noehren1, Pablo E Brockmann, Michael S Urschitz
1Department of Neonatology, University Children's Hospital, 72076 Tuebingen, Germany.
Insights
Pulse rate analysis can improve the detection of respiratory events in children with obstructive sleep apnea (OSA) using oximetry. This method enhances diagnostic sensitivity beyond simple oxygen saturation measurements.
Area of Science:
- Pediatric Pulmonology
- Sleep Medicine
- Biomedical Engineering
Background:
- Oximetry is a non-invasive tool for monitoring oxygen saturation.
- Its sensitivity in diagnosing obstructive sleep apnea (OSA) in children is limited.
- Combining pulse rate analysis with oxygen saturation may improve OSA detection.
Purpose of the Study:
- To evaluate the efficacy of pulse rate analysis in conjunction with oximetry for detecting respiratory events in children.
- To determine if absolute pulse rate increase (APRI) can differentiate sleep events from baseline fluctuations.
- To assess APRI's ability to distinguish between respiratory and non-respiratory sleep events.
Main Methods:
- Analysis of 25 ambulatory polysomnographic recordings from children with and without OSA.
- Measurement of pulse rate increases during respiratory events (apneas, hypopneas) and non-respiratory events (body movements).
- Calculation of Absolute Pulse Rate Increase (APRI) and assessment of its diagnostic performance using receiver operating characteristic curves.
Main Results:
- APRI effectively differentiated sleep events from baseline fluctuations (AUC: 0.88).
- APRI achieved 0.81 sensitivity and specificity for detecting sleep events at a cutoff of 12 bpm.
- Differentiation between respiratory and non-respiratory events (AUC: 0.77) and central vs. obstructive events (AUC: 0.68) showed lower performance.
Conclusions:
- Pulse rate analysis, specifically APRI, shows promise for detecting respiratory events in pediatric oximetry recordings.
- APRI can enhance the diagnostic utility of oximetry for identifying sleep-related breathing disturbances in children.
- Further research may refine APRI's application in diagnosing pediatric OSA.
Abstract:
Oximetry is a simple but insensitive diagnostic test modality for obstructive sleep apnea (OSA) in children. Sensitivity for OSA may be enhanced if pulse rate is analyzed in conjunction with oxygen saturation. We analyzed 25 ambulatory polysomnographic recordings obtained from children with (n = 5) and without (n = 20) OSA. To assess sensitivity and specificity, pulse rate increases were determined during respiratory (i.e., apneas and hypopneas; n = 965) and non-respiratory sleep events (i.e., body movements; n = 1,197), and contrasted to baseline fluctuations (n = 209). The absolute pulse rate increase (APRI) was the parameter that differentiated best between baseline fluctuations and sleep events (area under the receiver operating characteristic curve [AUC]: 0.88). At a cutoff value of 12 beats per minute, APRI showed a sensitivity and specificity for detecting sleep events of 0.81 each. However, AUC was lower for the differentiation between respiratory and non-respiratory sleep events (0.77) and between central and obstructive respiratory events (0.68). In OSA cases, influencing factors for APRI following respiratory events were age, occurrence of a body movement, and severity of concomitant oxygen desaturation. We conclude that pulse rate analysis may be used to detect respiratory events in oximetry recordings in children.
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