Night to night pulse oximetry variability in children with suspected sleep apnea
Insights
The Phone Oximeter shows promise for screening pediatric obstructive sleep apnea (OSA) at home. While it detects night-to-night variability, at-home SpO2 signal quality differs from hospital settings.
Area of Science:
- Pediatric Sleep Medicine
- Medical Device Technology
- Diagnostic Accuracy
Background:
- Obstructive Sleep Apnea (OSA) is a common childhood sleep disorder.
- Polysomnography (PSG) is the gold standard for OSA diagnosis but is resource-intensive.
- The Phone Oximeter offers a portable, non-invasive alternative for home monitoring.
Purpose of the Study:
- To investigate night-to-night variability of SpO2 data using the Phone Oximeter in children.
- To assess the accuracy of the oxygen desaturation index (ODI) for screening pediatric OSA.
- To compare at-home monitoring with in-hospital PSG.
Main Methods:
- Analysis of the Screen My Sleep children (SMS) dataset (74 children).
- Multi-night monitoring using the Phone Oximeter, including simultaneous PSG.
- Implementation and evaluation of various ODI calculations and statistical analysis (ANOVA, ROC AUC).
Main Results:
- Implemented ODIs showed comparable performance to adult AASM-recommended ODI for screening pediatric OSA across different Apnea-Hypopnea Index (AHI) thresholds.
- The ODI achieved AUCs ranging from 0.76 to 0.97 for classifying children with AHI > 5 to AHI > 15.
- No significant night-to-night variability was found between two at-home nights, but SpO2 signal quality and lowest SpO2 values decreased compared to in-hospital PSG.
Conclusions:
- The Phone Oximeter demonstrates potential as a screening tool for pediatric OSA, offering insights into night-to-night variability.
- At-home monitoring with the Phone Oximeter shows differences in SpO2 signal quality compared to hospital settings.
- Further research is needed to optimize at-home ODI screening for pediatric OSA.
Abstract:
Obstructive Sleep Apnea (OSA) is the most common form of sleep-disordered breathing in children. The gold standard to screen for OSA, polysomnography (PSG), requires an overnight stay in the hospital and is resource intensive. The Phone Oximeter is a non-invasive smartphone-based tool to record pulse oximetry. This portable device is able to measure patients over multiple nights while at home, causing less sleep disturbance than PSG and is able to measure night to night variability in sleep. This study analyzed the Screen My Sleep children (SMS) dataset, in which 74 children were monitored over multiple nights with the Phone Oximeter, including one night simultaneously with PSG in the hospital and two nights at home. In this study, we aim to investigate the night to night variability and assess the accuracy of the oxygen desaturation index (ODI) screening for children with significant OSA. In order to assess the performance of the ODI calculation in children, we implemented different ODIs at different desaturation levels and time durations. The variability was studied using a one-way ANOVA, and ODI's performance screening for OSA using the area under the ROC curve (AUC). The implemented ODIs provide similar OSA screening results, using different apnea/hypopnea index (AHI) thresholds, as the ODI recommended for adults by the American academy of sleep medicine (AASM). The ODI provides an AUC of around 0.77, 0.76, 0.94 and 0.97 classifying children with an AHI > 1, AHI > 5 AHI > 10 and AHI > 15, respectively. The SMS dataset shows no significant night to night variability between the two nights at home. However, when comparing with the night at the hospital, both nights at home show a decrease in the lowest SpO2 value as well as overall SpO2 signal quality percentage. This study shows that there is variability in SpO2 signal between at-home versus in hospital settings.
Related Concept Videos
Nightmares and Night Terrors
Nightmares...
Sleep Apnea
The condition is more prevalent among...
Pulse Oximetry
Purpose
Average SpO2 values are greater than 95%. If the readings fall below 90%, it indicates that...
Restless Leg Syndrome and Night Terrors
The exact cause of RLS is not fully understood, but it is believed to involve dopamine, a neurotransmitter that helps regulate muscle movement. Imbalances in dopamine levels...
Insufficient Sleep and Sleep Deprivation
Sleep deprivation is a more severe form of sleep loss...
Pulse
The pulse serves as a clinical...


