Skip to main content
Top
Published in: Journal of Clinical Monitoring and Computing 6/2017

01-12-2017 | Original Research

Comparison of the qCON and qNOX indices for the assessment of unconsciousness level and noxious stimulation response during surgery

Authors: Umberto Melia, Eva Gabarron, Mercé Agustí, Nuria Souto, Patricia Pineda, Joan Fontanet, Montserrat Vallverdu, Erik Weber Jensen, Pedro Gambus

Published in: Journal of Clinical Monitoring and Computing | Issue 6/2017

Login to get access

Abstract

The objective of this work is to compare the performances of two electroencephalogram based indices for detecting loss of consciousness and loss of response to nociceptive stimulation. Specifically, their behaviour after drug induction and during recovery of consciousness was pointed out. Data was recorded from 140 patients scheduled for general anaesthesia with a combination of propofol and remifentanil. The qCON 2000 monitor (Quantium Medical, Barcelona, Spain) was used to calculate the qCON and qNOX. Loss of response to verbal command and loss of eye-lash reflex were assessed during the transition from awake to anesthetized, defining the state of loss of consciousness. Movement as a response to laryngeal mask (LMA) insertion was interpreted as the response to the nociceptive stimuli. The patients were classified as movers or non-movers. The values of qCON and qNOX were statistically compared. Their fall times and rise times defined at the start and at the end of the surgery were calculated and compared. The results showed that the qCON was able to predict loss of consciousness such as loss of verbal command and eyelash reflex better than qNOX, while the qNOX has a better predictive value for response to noxious stimulation such as LMA insertion. From the analysis of the fall and rise times, it was found that the qNOX fall time (median: 217 s) was significantly longer (p value <0.05) than the qCON fall time (median: 150 s). At the end of the surgery, the qNOX started to increase in median at 45 s before the first annotation related to response to stimuli or recovery of consciousness, while the qCON at 88 s after the first annotation related to response to stimuli or recovery of consciousness (p value <0.05). The indices qCON and qNOX showed different performances in the detection of loss of consciousness and loss of response to stimuli during induction and recovery of consciousness. Furthermore, the qCON showed faster decrease during induction. This behaviour is associated with the hypothesis that the loss of response to stimuli (analgesic effect) might be reached after the loss of consciousness (hypnotic effect). On the contrary, the qNOX showed a faster increase at the end of the surgery, associated with the hypothesis that a higher probability of response to stimuli might be reached before the recovery of consciousness.
Literature
1.
2.
go back to reference Vakkuri A, Yli-Hankala A, Sandin R, Mustola S, Høymork S, Nyblom S, Talja P, Sampson T, van Gils M, Viertiö-Oja H. Spectral entropy monitoring is associated with reduced propofol use and faster emergence in propofol–nitrous oxide–alfentanil anesthesia. Anesthesiology. 2005;103:274–9.CrossRefPubMed Vakkuri A, Yli-Hankala A, Sandin R, Mustola S, Høymork S, Nyblom S, Talja P, Sampson T, van Gils M, Viertiö-Oja H. Spectral entropy monitoring is associated with reduced propofol use and faster emergence in propofol–nitrous oxide–alfentanil anesthesia. Anesthesiology. 2005;103:274–9.CrossRefPubMed
3.
go back to reference Recart A, White PF, Wang A, Gasanova I, Byerly S, Jones SB. Effect of auditory evoked potential index monitoring on anesthetic drug requirements and recovery profile after laparoscopic surgery: a clinical utility study. Anesthesiology. 2003;99:813–8.CrossRefPubMed Recart A, White PF, Wang A, Gasanova I, Byerly S, Jones SB. Effect of auditory evoked potential index monitoring on anesthetic drug requirements and recovery profile after laparoscopic surgery: a clinical utility study. Anesthesiology. 2003;99:813–8.CrossRefPubMed
4.
go back to reference Monk TG, Saini V, Weldon BC, Sigl JC. Anesthetic management and one-year mortality after noncardiac surgery. Anesth Analg. 2005;100:4–10.CrossRefPubMed Monk TG, Saini V, Weldon BC, Sigl JC. Anesthetic management and one-year mortality after noncardiac surgery. Anesth Analg. 2005;100:4–10.CrossRefPubMed
5.
go back to reference Bruhn J, Myles PS, Sneyd R, Struys MM. Depth of anaesthesia monitoring: what’s available, what’s validated and what’s next? Br J Anaesth. 2006;97:85–94.CrossRefPubMed Bruhn J, Myles PS, Sneyd R, Struys MM. Depth of anaesthesia monitoring: what’s available, what’s validated and what’s next? Br J Anaesth. 2006;97:85–94.CrossRefPubMed
6.
go back to reference Mashour GA, Shanks A, Tremper KK, Kheterpal S, Turner CR, Ramachandran SK, Picton P, Schueller C, Morris M, Vandervest JC, Lin N, Avidan MS. Prevention of intraoperative awareness with explicit recall in an unselected surgical population: a randomized comparative effectiveness trial. Anesthesiology. 2012;117(4):717–25.CrossRefPubMedPubMedCentral Mashour GA, Shanks A, Tremper KK, Kheterpal S, Turner CR, Ramachandran SK, Picton P, Schueller C, Morris M, Vandervest JC, Lin N, Avidan MS. Prevention of intraoperative awareness with explicit recall in an unselected surgical population: a randomized comparative effectiveness trial. Anesthesiology. 2012;117(4):717–25.CrossRefPubMedPubMedCentral
7.
go back to reference Migeon A, Desgranges FP, Chassard D, Blaise BJ, De Queiroz M, Stewart A, Cejka JC, Combet S, Rhondali O. Pupillary reflex dilatation and analgesia nociception index monitoring to assess the effectiveness of regional anesthesia in children anesthetised with sevoflurane. Paediatr Anaesth. 2013;23(12):1160–5.PubMed Migeon A, Desgranges FP, Chassard D, Blaise BJ, De Queiroz M, Stewart A, Cejka JC, Combet S, Rhondali O. Pupillary reflex dilatation and analgesia nociception index monitoring to assess the effectiveness of regional anesthesia in children anesthetised with sevoflurane. Paediatr Anaesth. 2013;23(12):1160–5.PubMed
8.
go back to reference Jensen EW, Lindholm P, Henneberg SW. Autoregressive modeling with exogenous input of middle-latency auditory-evoked potentials to measure rapid changes in depth of anesthesia. Methods Inf Med. 1996;35(3):256–60.PubMed Jensen EW, Lindholm P, Henneberg SW. Autoregressive modeling with exogenous input of middle-latency auditory-evoked potentials to measure rapid changes in depth of anesthesia. Methods Inf Med. 1996;35(3):256–60.PubMed
9.
go back to reference Henneberg SW, Rosenborg D, Jensen EW, Ahn P, Burgdorff B, Thomsen LL. Peroperative depth of anaesthesia may influence postoperative opioid requirements. Acta Anaesthesiol Scand. 2005;49:2293–6.CrossRef Henneberg SW, Rosenborg D, Jensen EW, Ahn P, Burgdorff B, Thomsen LL. Peroperative depth of anaesthesia may influence postoperative opioid requirements. Acta Anaesthesiol Scand. 2005;49:2293–6.CrossRef
10.
go back to reference Rehberg B, Ryll C, Hadzidiakos D, Dincklage FW, Baars JH. Variability comparison of the composite auditory evoked potential index and the bispectral index during propofol-fentanyl anesthesia. Technol Comput Simul. 2008;107(1):117–24. Rehberg B, Ryll C, Hadzidiakos D, Dincklage FW, Baars JH. Variability comparison of the composite auditory evoked potential index and the bispectral index during propofol-fentanyl anesthesia. Technol Comput Simul. 2008;107(1):117–24.
11.
go back to reference Jensen EW, Litvan H, Revuelta M, Rodriguez BE, Caminal P, Martinez P, Vereecke H, Struys MM. Cerebral state index during propofol anesthesia: a comparison with the bispectral index and the A-line ARX index. Anesthesiology. 2006;105:28–36.CrossRefPubMed Jensen EW, Litvan H, Revuelta M, Rodriguez BE, Caminal P, Martinez P, Vereecke H, Struys MM. Cerebral state index during propofol anesthesia: a comparison with the bispectral index and the A-line ARX index. Anesthesiology. 2006;105:28–36.CrossRefPubMed
12.
go back to reference Boselli E, Daniela-Ionescu M, Bégou G, Bouvet L, Dabouz R, Magnin C, Allaouchiche B. Prospective observational study of the non-invasive assessment of immediate postoperative pain using the analgesia/nociception index (ANI). Br J Anaesth. 2013;111(3):453–9.CrossRefPubMed Boselli E, Daniela-Ionescu M, Bégou G, Bouvet L, Dabouz R, Magnin C, Allaouchiche B. Prospective observational study of the non-invasive assessment of immediate postoperative pain using the analgesia/nociception index (ANI). Br J Anaesth. 2013;111(3):453–9.CrossRefPubMed
13.
go back to reference Storm H. Changes in skin conductance as a tool to monitor nociceptive stimulation and pain. Curr Opin Anaesthesiol. 2008;21(6):796–804.CrossRefPubMed Storm H. Changes in skin conductance as a tool to monitor nociceptive stimulation and pain. Curr Opin Anaesthesiol. 2008;21(6):796–804.CrossRefPubMed
14.
go back to reference Schneider G, Jordan D, Schwarz G, Bischoff P, Kalkman CJ, Kuppe H, Rundshagen I, Omerovic A, Kreuzer M, Stockmanns G, Kochs EF. Monitoring depth of anesthesia utilizing a combination of electroencephalographic and standard measures. Anesthesiology. 2014;120(4):819–28.CrossRefPubMed Schneider G, Jordan D, Schwarz G, Bischoff P, Kalkman CJ, Kuppe H, Rundshagen I, Omerovic A, Kreuzer M, Stockmanns G, Kochs EF. Monitoring depth of anesthesia utilizing a combination of electroencephalographic and standard measures. Anesthesiology. 2014;120(4):819–28.CrossRefPubMed
15.
go back to reference Ben-Israel N, Kliger M, Zuckerman G, Katz Y, Edry R. Monitoring the nociception level: a multi-parameter approach. J Clin Monit Comput. 2013;27(6):659–68.CrossRefPubMed Ben-Israel N, Kliger M, Zuckerman G, Katz Y, Edry R. Monitoring the nociception level: a multi-parameter approach. J Clin Monit Comput. 2013;27(6):659–68.CrossRefPubMed
16.
go back to reference Barvais L, Engelman E, Eba JM, Coussaert E, Cantraine F, Kenny GN. Effect site concentrations of remifentanil and pupil response to noxious stimulation. Br J Anaesth. 2003;91(3):347–52.CrossRefPubMed Barvais L, Engelman E, Eba JM, Coussaert E, Cantraine F, Kenny GN. Effect site concentrations of remifentanil and pupil response to noxious stimulation. Br J Anaesth. 2003;91(3):347–52.CrossRefPubMed
17.
go back to reference Rollins MD, Feiner JR, Lee JM, Shah S, Larson M. Pupillary effects of high-dose opioid quantified with infrared pupillometry. Anesthesiology. 2014;121(5):1037–44.CrossRefPubMed Rollins MD, Feiner JR, Lee JM, Shah S, Larson M. Pupillary effects of high-dose opioid quantified with infrared pupillometry. Anesthesiology. 2014;121(5):1037–44.CrossRefPubMed
18.
go back to reference Gruenewald M, Ilies C, Herz J, Schoenherr T, Fudickar A, Höcker J, Bein B. Influence of nociceptive stimulation on analgesia nociception index (ANI) during propofol–remifentanil anaesthesia. Br J Anaesth. 2013;110:1024–30.CrossRefPubMed Gruenewald M, Ilies C, Herz J, Schoenherr T, Fudickar A, Höcker J, Bein B. Influence of nociceptive stimulation on analgesia nociception index (ANI) during propofol–remifentanil anaesthesia. Br J Anaesth. 2013;110:1024–30.CrossRefPubMed
19.
go back to reference Luginbuhl M, Schumacher PM, Vuilleumier P, Vereecke H, Heyse B, Bouillon TW, Struys M. Noxious stimulation response index: a novel anesthetic state index based on hypnotic-opioid interaction. Anesthesiology. 2010;112(4):872–80.CrossRefPubMed Luginbuhl M, Schumacher PM, Vuilleumier P, Vereecke H, Heyse B, Bouillon TW, Struys M. Noxious stimulation response index: a novel anesthetic state index based on hypnotic-opioid interaction. Anesthesiology. 2010;112(4):872–80.CrossRefPubMed
20.
go back to reference Bouillon TW, Bruhn J, Radulescu L, Andresen C, Shafer TJ, Cohane C, Shafer SL. Pharmacodynamic interaction between propofol and remifentanil regarding hypnosis, tolerance of laryngoscopy, bispectral index, and electroencephalographic approximate entropy. Anesthesiology. 2004;100:1353–72.CrossRefPubMed Bouillon TW, Bruhn J, Radulescu L, Andresen C, Shafer TJ, Cohane C, Shafer SL. Pharmacodynamic interaction between propofol and remifentanil regarding hypnosis, tolerance of laryngoscopy, bispectral index, and electroencephalographic approximate entropy. Anesthesiology. 2004;100:1353–72.CrossRefPubMed
21.
go back to reference Vereecke HEM, Hannivoort L N, Proost J H, Eleveld D J, Struys MMRF, Luginbühl M (2014) Predictive performance of the noxious stimulation response index as a measure of anesthetic potency during sevoflurane, propofol and remifentanil anesthesia. International Society for Anaesthetic Pharmacology (ISAP) Annual Meeting 2014. http://f1000research.com/posters/1097048. Vereecke HEM, Hannivoort L N, Proost J H, Eleveld D J, Struys MMRF, Luginbühl M (2014) Predictive performance of the noxious stimulation response index as a measure of anesthetic potency during sevoflurane, propofol and remifentanil anesthesia. International Society for Anaesthetic Pharmacology (ISAP) Annual Meeting 2014. http://​f1000research.​com/​posters/​1097048.
22.
go back to reference von Dincklage F, Correll C, Schneider MH, Rehberg B, Baars JH. Utility of nociceptive flexion reflex threshold, bispectral index, composite variability index and noxious stimulation response index as measures for nociception during general anaesthesia. Anaesthesia. 2012;67(8):899–905.CrossRef von Dincklage F, Correll C, Schneider MH, Rehberg B, Baars JH. Utility of nociceptive flexion reflex threshold, bispectral index, composite variability index and noxious stimulation response index as measures for nociception during general anaesthesia. Anaesthesia. 2012;67(8):899–905.CrossRef
23.
go back to reference Jensen EW, Valencia JF, López A, Anglada T, Agustí M, Ramos Y, Gambus P. Monitoring hypnotic effect and nociception with two EEG-derived indices, qCON and qNOX, during general anaesthesia. Acta Anaesthesiol Scand. 2014;58(8):933–41.CrossRefPubMed Jensen EW, Valencia JF, López A, Anglada T, Agustí M, Ramos Y, Gambus P. Monitoring hypnotic effect and nociception with two EEG-derived indices, qCON and qNOX, during general anaesthesia. Acta Anaesthesiol Scand. 2014;58(8):933–41.CrossRefPubMed
24.
go back to reference Schnider TW, Minto CF, Shafer SL, Gambus PL, Andresen C, Goodale DB, Youngs EJ. The influence of age on propofol pharmacodynamics. Anesthesiology. 1999;90:1502–16.CrossRefPubMed Schnider TW, Minto CF, Shafer SL, Gambus PL, Andresen C, Goodale DB, Youngs EJ. The influence of age on propofol pharmacodynamics. Anesthesiology. 1999;90:1502–16.CrossRefPubMed
25.
go back to reference Schnider TW, Minto CF, Gambus PL, Andresen C, Goodale DB, Shafer SL, Youngs EJ. The influence of method of administration and covariates on the pharmacokinetics of propofol in adult volunteers. Anesthesiology. 1998;88:1170–82.CrossRefPubMed Schnider TW, Minto CF, Gambus PL, Andresen C, Goodale DB, Shafer SL, Youngs EJ. The influence of method of administration and covariates on the pharmacokinetics of propofol in adult volunteers. Anesthesiology. 1998;88:1170–82.CrossRefPubMed
26.
go back to reference Minto CF, Schnider TW, Egan TD, Youngs E, Lemmens HJ, Gambus PL, Billard V, Hoke JF, Moore KH, Hermann DJ, Muir KT, Mandema JW, Shafer SL. Influence of age and gender on the pharmacokinetics and pharmacodynamics of remifentanil: I model development. Anesthesiology. 1997;86:10–23.CrossRefPubMed Minto CF, Schnider TW, Egan TD, Youngs E, Lemmens HJ, Gambus PL, Billard V, Hoke JF, Moore KH, Hermann DJ, Muir KT, Mandema JW, Shafer SL. Influence of age and gender on the pharmacokinetics and pharmacodynamics of remifentanil: I model development. Anesthesiology. 1997;86:10–23.CrossRefPubMed
27.
go back to reference Minto CF, Schnider TW, Shafer SL. Pharmacokinetics and pharmacodynamics of remifentanil: II Model application. Anesthesiology. 1997;86:24–33.CrossRefPubMed Minto CF, Schnider TW, Shafer SL. Pharmacokinetics and pharmacodynamics of remifentanil: II Model application. Anesthesiology. 1997;86:24–33.CrossRefPubMed
28.
go back to reference Altman DG. Practical statistics for medical research. London: Chapman & Hall; 1991. Altman DG. Practical statistics for medical research. London: Chapman & Hall; 1991.
29.
go back to reference Smith WD, Dutton RC, Smith NT. Measuring the performance of anesthetic depth indicators. Anesthesiology. 1996;84:38–51.CrossRefPubMed Smith WD, Dutton RC, Smith NT. Measuring the performance of anesthetic depth indicators. Anesthesiology. 1996;84:38–51.CrossRefPubMed
30.
go back to reference Irwin MG, Hui TWC, Milne SE, Kenny GNC. Propofol effective concentration 50 and its relationship to bispectral index. Anaesthesia. 2002;57(3):242–8.CrossRefPubMed Irwin MG, Hui TWC, Milne SE, Kenny GNC. Propofol effective concentration 50 and its relationship to bispectral index. Anaesthesia. 2002;57(3):242–8.CrossRefPubMed
32.
go back to reference Stuart PC, Stott SM, Millar A, Kenny GN, Russell D. Propofol with and without nitrous oxide. Br J Anaesth. 2000;85:666. Stuart PC, Stott SM, Millar A, Kenny GN, Russell D. Propofol with and without nitrous oxide. Br J Anaesth. 2000;85:666.
33.
go back to reference Wakeling HG, Zimmerman JB, Howell S, Glass PSA. Targeting effect compartment or central compartment concentration of propofol. Anesthesiology. 1999;90:92–7.CrossRefPubMed Wakeling HG, Zimmerman JB, Howell S, Glass PSA. Targeting effect compartment or central compartment concentration of propofol. Anesthesiology. 1999;90:92–7.CrossRefPubMed
34.
go back to reference Borrat X, Trocóniz IF, Valencia JF, Rivadulla S, Sendino O, Llach J, Castells A. Modeling the Influence of the A118G polymorphism in the OPRM1 gene and of noxious stimulation on the synergistic relation between propofol and remifentanil sedation and analgesia in endoscopic procedures. J Am Soc Anesthesiol. 2013;118(6):1395–407.CrossRef Borrat X, Trocóniz IF, Valencia JF, Rivadulla S, Sendino O, Llach J, Castells A. Modeling the Influence of the A118G polymorphism in the OPRM1 gene and of noxious stimulation on the synergistic relation between propofol and remifentanil sedation and analgesia in endoscopic procedures. J Am Soc Anesthesiol. 2013;118(6):1395–407.CrossRef
35.
go back to reference Glass PS, Hardman D, Kamiyama Y, Quill TJ, Marton G, Donn KH, Hermann D. Preliminary pharmacokinetics and pharmacodynamics of an ultra-short-acting opioid: remifentanil (GI87084B). Anesth Analg. 1993;77:1031–40.CrossRefPubMed Glass PS, Hardman D, Kamiyama Y, Quill TJ, Marton G, Donn KH, Hermann D. Preliminary pharmacokinetics and pharmacodynamics of an ultra-short-acting opioid: remifentanil (GI87084B). Anesth Analg. 1993;77:1031–40.CrossRefPubMed
36.
go back to reference Egan TD, Lemmens HJ, Fiset P, Hermann DJ, Muir KT, Stanski DR, Shafer SL. The pharmacokinetics of the new short-acting opioid remifentanil (GI87084B) in healthy adult male volunteers. Anesthesiology. 1993;79:881–92.CrossRefPubMed Egan TD, Lemmens HJ, Fiset P, Hermann DJ, Muir KT, Stanski DR, Shafer SL. The pharmacokinetics of the new short-acting opioid remifentanil (GI87084B) in healthy adult male volunteers. Anesthesiology. 1993;79:881–92.CrossRefPubMed
37.
go back to reference Glass PS, Gan TJ, Howell S. A review of the pharmacokinetics and pharmacodynamics of remifentanil. Anesth Analg. 1999;89(4S):7.CrossRef Glass PS, Gan TJ, Howell S. A review of the pharmacokinetics and pharmacodynamics of remifentanil. Anesth Analg. 1999;89(4S):7.CrossRef
38.
39.
go back to reference Tams C, Johnson K. Prediction variability of combined pharmacokinetic pharmacodynamic models: a simulation study of propofol in combination with remifentanil and fentanyl. J Anesth Clin Res. 2014;5:393.CrossRef Tams C, Johnson K. Prediction variability of combined pharmacokinetic pharmacodynamic models: a simulation study of propofol in combination with remifentanil and fentanyl. J Anesth Clin Res. 2014;5:393.CrossRef
40.
go back to reference Kapila A, Glass P, Jacobs J, Muir K, Hermann D, Shiraishi M, Smith R. Measured context-sensitive half times of remifentanil and alfentanil. Anesthesiology. 1995;83:968–75.CrossRefPubMed Kapila A, Glass P, Jacobs J, Muir K, Hermann D, Shiraishi M, Smith R. Measured context-sensitive half times of remifentanil and alfentanil. Anesthesiology. 1995;83:968–75.CrossRefPubMed
41.
go back to reference Zbinden AM, Maggiorini M, Petersen-Felix S, Lauber R, Thomson DA, Minder CE. Anesthetic depth defined using multiple noxious stimuli during isoflurane/oxygen anesthesia. I. Motor reactions. Anesthesiology. 1994;80:253–60.CrossRefPubMed Zbinden AM, Maggiorini M, Petersen-Felix S, Lauber R, Thomson DA, Minder CE. Anesthetic depth defined using multiple noxious stimuli during isoflurane/oxygen anesthesia. I. Motor reactions. Anesthesiology. 1994;80:253–60.CrossRefPubMed
42.
go back to reference Katoh T, Ikeda K. The effects of fentanyl on sevoflurane requirements for loss of consciousness and skin incision. J Am Soc Anesthesiol. 1998;88(1):18–24.CrossRef Katoh T, Ikeda K. The effects of fentanyl on sevoflurane requirements for loss of consciousness and skin incision. J Am Soc Anesthesiol. 1998;88(1):18–24.CrossRef
43.
go back to reference Gambús PL, Jensen EW, Jospin M, Borrat X, Martínez Pallí G, Fernández-Candil J, Valencia JF, Barba X, Caminal P, Trocóniz IF. Modeling the effect of propofol and remifentanil combinations for sedation-analgesia in endoscopic procedures using an adaptive neuro fuzzy inference system (ANFIS). Anesth Analg. 2011;112(2):331–9.CrossRefPubMed Gambús PL, Jensen EW, Jospin M, Borrat X, Martínez Pallí G, Fernández-Candil J, Valencia JF, Barba X, Caminal P, Trocóniz IF. Modeling the effect of propofol and remifentanil combinations for sedation-analgesia in endoscopic procedures using an adaptive neuro fuzzy inference system (ANFIS). Anesth Analg. 2011;112(2):331–9.CrossRefPubMed
Metadata
Title
Comparison of the qCON and qNOX indices for the assessment of unconsciousness level and noxious stimulation response during surgery
Authors
Umberto Melia
Eva Gabarron
Mercé Agustí
Nuria Souto
Patricia Pineda
Joan Fontanet
Montserrat Vallverdu
Erik Weber Jensen
Pedro Gambus
Publication date
01-12-2017
Publisher
Springer Netherlands
Published in
Journal of Clinical Monitoring and Computing / Issue 6/2017
Print ISSN: 1387-1307
Electronic ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-016-9948-z

Other articles of this Issue 6/2017

Journal of Clinical Monitoring and Computing 6/2017 Go to the issue