Title :
Interaction between EEG and drug concentration to predict response to noxious stimulation during sedation-analgesia: Effect of the A118G genetic polymorphism
Author :
Melia, Umberto ; Vallverdu, Montserrat ; Jospin, Mathieu ; Valencia, Jose Fernando ; Jensen, Erik W. ; Gambus, Pedro L. ; Perera Lluna, Alexandre ; Caminal, Pere
Author_Institution :
Dept. ESAII, CIBER-BBN, Barcelona, Spain
Abstract :
The level of sedation in patients undergoing medical procedures is affected by the interaction between the effect of the anesthetic and analgesic agents and the pain stimuli. The presence of the A118G single nucleotide polymorphism (SNP) in the OPRM1 gene affects the requirements of opioids for patients undergoing sedation-analgesia. The purpose of this work is to evaluate the influence of the SNP A118G in OPRM1 on EEG measures for the prediction of the response to pain stimulation during endoscopy procedure. The proposed measures were based on power spectral density and auto-mutual information function. It was found that the statistical performances of the EEG measures improved when the presence of the SNP was taken into account (prediction probability Pk>0.9).
Keywords :
drugs; electroencephalography; endoscopes; genetics; medical signal processing; polymorphism; probability; spectral analysis; statistics; A118G genetic polymorphism; A118G single nucleotide polymorphism; EEG measures; OPRM1 gene; SNP A118G; analgesic agents; anesthetic agents; automutual information function; drug concentration; endoscopy procedure; medical procedures; noxious stimulation; opioids; pain stimulation; pain stimuli; patients; power spectral density; prediction probability; response prediction; sedation level; sedation-analgesia; statistical performances; Anesthesia; Brain modeling; Drugs; Electroencephalography; Genetics; Pain; Sensitivity;
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.2014.6944575