Title :
Symbolic dynamics of respiratory cycle related sleep EEG in children with sleep disordered breathing
Author :
Immanuel, Sarah A. ; Kohler, Mark ; Kabir, Muammar M. ; Saint, David A. ; Baumert, Mathias
Author_Institution :
Sch. of Electr. & Electron. Eng., Univ. of Adelaide, Adelaide, SA, Australia
Abstract :
Childhood sleep disordered breathing (SDB) is characterized by an increased work of breathing, restless night sleep and excessive daytime sleepiness and has been associated with cognitive impairment, behavioral disturbances and early cardiovascular changes. Compared to normal controls, children with SDB have elevated arousal thresholds and their sleep EEG may elicit cortical activation associated with arousals but often too subtle to be visually scored. The aim of this study was to assess EEG complexity throughout the respiratory cycle based on symbolic dynamics in children with SDB (n=40) and matched healthy controls. EEG amplitude values were symbolized based on the quartiles of their distribution and words of length 3 were formed and classed into 4 types based on their patterns. Children with SDB showed less complex EEG dynamics in non-REM sleep that was unrelated to the respiratory phase. In REM sleep normal children showed a respiratory phase-related reduction in EEG variability during the expiratory phase compared to inspiration, which was not apparent in children with SDB. In conclusion, respiratory cycle related EEG dynamics are altered in children with SDB during REM sleep and indicate changes in cortical activity.
Keywords :
cardiovascular system; cognition; electroencephalography; medical disorders; neurophysiology; paediatrics; pneumodynamics; sleep; EEG amplitude values; EEG complexity; EEG variability; REM sleep normal children; SDB; behavioral disturbances; childhood sleep disordered breathing; cognitive impairment; complex EEG dynamics; cortical activation; cortical activity; early cardiovascular changes; elevated arousal thresholds; excessive daytime sleepiness; expiratory phase; inspiration; nonREM sleep; quartiles; respiratory cycle related EEG dynamics; respiratory cycle related sleep EEG; respiratory phase-related reduction; restless night sleep; symbolic dynamics; Australia; Complexity theory; Educational institutions; Electroencephalography; Fluctuations; Pediatrics; Sleep;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6945000