ECG-Derived Respiratory Power Index to Evaluate and Track Pediatric Sleep Apnea

Pediatric obstructive sleep apnea (OSA) is characterized by apneic events, typically quantified using the apneahypopnea index (AHI). Due to limitations of the standard diagnostic test, overnight polysomnography, alternative methods are studied. This study assesses the Respiratory Power Index (RPI) in pediatric OSA, a surrogate AHI measure obtained from electrocardiogram-derived respiration signals. An exploratory analysis was conducted on the non-randomized group (654 children, grouped by OSA severity) from the Childhood Adenotonsillectomy Trial dataset to evaluate RPI changes with disease severity. Additionally, the RPI potential to monitor treatment response from baseline to follow-up group (332 children) was investigated. RPI effectively distinguished OSA severity groups and correlated positively with OSA severity indices. Moreover, RPI differentiated between children at baseline and follow-up, with changes attributable to alterations in OSArelated variables that includes both obstructive and central apneic events. These findings underscore the utility of RPI in pediatric OSA, enabling differentiation of severity groups and monitoring treatment response.

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Published
2024-10-23
DOI
https://doi.org/10.1109/esgco63003.2024.10767004
Primary Topic
Obstructive Sleep Apnea Research
Type
article
Field-Weighted Citation Impact
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ECG-Derived Respiratory Power Index to Evaluate and Track Pediatric Sleep Apnea

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ECG-Derived Respiratory Power Index to Evaluate and Track Pediatric Sleep Apnea

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article en

Abstract

Pediatric obstructive sleep apnea (OSA) is characterized by apneic events, typically quantified using the apneahypopnea index (AHI). Due to limitations of the standard diagnostic test, overnight polysomnography, alternative methods are studied. This study assesses the Respiratory Power Index (RPI) in pediatric OSA, a surrogate AHI measure obtained from electrocardiogram-derived respiration signals. An exploratory analysis was conducted on the non-randomized group (654 children, grouped by OSA severity) from the Childhood Adenotonsillectomy Trial dataset to evaluate RPI changes with disease severity. Additionally, the RPI potential to monitor treatment response from baseline to follow-up group (332 children) was investigated. RPI effectively distinguished OSA severity groups and correlated positively with OSA severity indices. Moreover, RPI differentiated between children at baseline and follow-up, with changes attributable to alterations in OSArelated variables that includes both obstructive and central apneic events. These findings underscore the utility of RPI in pediatric OSA, enabling differentiation of severity groups and monitoring treatment response.

Universidad de Valladolid (ES), Universidad de Zaragoza (ES), Humboldt-Universität zu Berlin (DE), Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (ES), Marshall University (US)
Gobierno de Aragón, Instituto de Salud Carlos III, Interreg
Openalex Percentile: Top 69%
Obstructive Sleep Apnea Research
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