TY - JOUR
T1 - Investigating relative respiratory effort signals during mixed sleep apnea using photoplethysmogram
AU - Khandoker, A. H.
AU - Karmakar, C. K.
AU - Penzel, T.
AU - Glos, M.
AU - Palaniswami, M.
N1 - Funding Information:
The authors would like to thank members of sleep research team at Charite Hospital in Berline for providing sleep studies. This study was partially supported by a research contract with ResMed Ltd in Sydney, Australia.
PY - 2013/10
Y1 - 2013/10
N2 - Sleep disordered breathing does show different types of events. These are obstructive apnea events, central apnea events and mixed sleep apnea (MSA) which have a central component with a pause in airflow without respiratory effort followed by an obstructive component with respiratory effort. The esophageal pressure (Pes) is the accurate method to assess respiratory effort. The aim of the present study is to investigate whether the features extracted from photo-plethysmogram (PPG) could relate with the changes in Pes during MSA. Therefore, Pes and PPG signals during 65 pre-scored MSA events and 10 s preceding the events were collected from 8 patients. Pulse intervals (PPI), Pulse wave amplitudes (PWA) and wavelet decomposition (Wv) of PPG signals at level 8 (0.15-0.32 Hz) were derived from PPG signals. Results show that significant correlations (r = 0.63, p < 0.01; r = 0.42, p < 0.05; r = 0.8, p < 0.01 for OSA part) were found between reductions in Pes and that in PPG based surrogate respiratory signals PPI, PWA and Wv. Results suggest that PPG based relative respiratory effort signal can be considered as an alternative to Pes as a means of measuring changes in inspiratory effort when scoring OSA and CSA parts of MSA events.
AB - Sleep disordered breathing does show different types of events. These are obstructive apnea events, central apnea events and mixed sleep apnea (MSA) which have a central component with a pause in airflow without respiratory effort followed by an obstructive component with respiratory effort. The esophageal pressure (Pes) is the accurate method to assess respiratory effort. The aim of the present study is to investigate whether the features extracted from photo-plethysmogram (PPG) could relate with the changes in Pes during MSA. Therefore, Pes and PPG signals during 65 pre-scored MSA events and 10 s preceding the events were collected from 8 patients. Pulse intervals (PPI), Pulse wave amplitudes (PWA) and wavelet decomposition (Wv) of PPG signals at level 8 (0.15-0.32 Hz) were derived from PPG signals. Results show that significant correlations (r = 0.63, p < 0.01; r = 0.42, p < 0.05; r = 0.8, p < 0.01 for OSA part) were found between reductions in Pes and that in PPG based surrogate respiratory signals PPI, PWA and Wv. Results suggest that PPG based relative respiratory effort signal can be considered as an alternative to Pes as a means of measuring changes in inspiratory effort when scoring OSA and CSA parts of MSA events.
KW - Esophageal pressure
KW - Mixed sleep apnea (MSA)
KW - Obstructive sleep apnea (OSA)
KW - Photo-plethysmogram (PPG)
KW - Sleep disordered breathing (SDB)
UR - http://www.scopus.com/inward/record.url?scp=84896709301&partnerID=8YFLogxK
U2 - 10.1007/s10439-013-0827-1
DO - 10.1007/s10439-013-0827-1
M3 - Article
C2 - 23695488
AN - SCOPUS:84896709301
SN - 0090-6964
VL - 41
SP - 2229
EP - 2236
JO - Annals of Biomedical Engineering
JF - Annals of Biomedical Engineering
IS - 10
ER -