Title :
Real-time cardiorespiratory coherence detects antinociception during general anesthesia
Author :
Brouse, Chris J. ; Karlen, Walter ; Dumont, Guy A. ; Myers, Dorothy ; Cooke, E. ; Stinson, J. ; Lim, Jungyoul ; Ansermino, J. Mark
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Heart rate variability (HRV) may provide anesthesiologists with a noninvasive tool for monitoring nociception during general anesthesia. A novel real-time cardiorespiratory coherence (CRC) algorithm has been developed to analyze the strength of linear coupling between heart rate (HR) and respiration. CRC values range from 0 (low coherence, strong nociception) to 1 (high coherence, no nociception). The algorithm uses specially designed filters to operate in real-time, minimizing computational complexity and time delay. In the standard HRV high frequency band of 0.15 - 0.4 Hz, the real-time delay is only 5.25 - 3.25 s. We have assessed the algorithm´s response to 60 anesthetic bolus events (a large dose of anesthetics given over a short time; strongly antinociceptive) recorded in 47 pediatric patients receiving general anesthesia. Real-time CRC responded strongly to bolus events, changing by an average of 30%. For comparison, three traditional measures of HRV (LF/HF ratio, SDNN, and RMSSD) responded on average by only 3.8%, 14%, and 3.9%, respectively. Finally, two traditional clinical measures of nociception (HR and blood pressure) responded on average by only 3.9% and 0.91%, respectively. CRC may thus be used as a real-time nociception monitor during general anesthesia.
Keywords :
blood pressure measurement; computational complexity; delays; drugs; electrocardiography; medical signal processing; minimisation; paediatrics; patient monitoring; pneumodynamics; CRC values; ECG waves; LF-HF ratio; RMSSD; SDNN; anesthesiologists; anesthetic bolus events; antinociception monitoring; blood pressure; computational complexity minimization; frequency 0.15 Hz to 0.4 Hz; general anesthesia; heart rate variability; linear coupling strength; pediatric patients; real-time cardiorespiratory coherence algorithm; real-time complexity; respiration; time 5.25 s to 3.25 s; time delay; Algorithm design and analysis; Anesthesia; Coherence; Delay; Heart rate variability; Real-time systems; Algorithms; Analgesics; Anesthesia, General; Child; Child, Preschool; Computer Systems; Heart; Humans; Nociception; Respiration;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346798