Skip to main content
Top
Published in: Journal of Clinical Monitoring and Computing 6/2016

01-12-2016 | Original Research

Prediction of hemodynamic reactivity using dynamic variations of Analgesia/Nociception Index (∆ANI)

Authors: E. Boselli, R. Logier, L. Bouvet, B. Allaouchiche

Published in: Journal of Clinical Monitoring and Computing | Issue 6/2016

Login to get access

Abstract

The Analgesia/Nociception Index (ANI), a 0–100 non-invasive index calculated from heart rate variability, reflects the analgesia/nociception balance during general anesthesia. We hypothesized that dynamic variations of ANI (∆ANI) would provide better performance than static values to predict hemodynamic reactivity during desflurane/remifentanil general anesthesia. One hundred and twenty-eight patients undergoing ear–nose–throat or lower limb orthopedic surgery were analyzed in this prospective observational study. The ANI, heart rate and systolic blood pressure were recorded before induction, at skin incision, during procedure and at emergence from general anesthesia. Changes in these variables were recorded after 1 min for ANI (ANI1min) and 5 min for heart rate and systolic blood pressure. The dynamic variation of ANI at the different time points was defined as: ∆ANI = (ANI1min − ANI)/([ANI + ANI1min]/2). Receiver-operating characteristic (ROC) curves were built to evaluate the performance of ANI, ANI1 min and ∆ANI to predict hemodynamic reactivity (increase by more than 20 % in heart rate and/or systolic blood pressure within 5 min). For the prediction of hemodynamic reactivity, better performance was observed with ∆ANI (area under ROC curve (AUC ROC) = 0.90) in comparison to ANI (ROC AUC = 0.50) and ANI1min (ROC AUC = 0.77). A ∆ANI threshold of −19 % predicts hemodynamic reactivity with 85 % [95 % CI 77–91] sensitivity and 85 % [95 % CI 81–89] specificity. Dynamic variations of ANI provide better performance than static values to predict hemodynamic reactivity during desflurane/remifentanil general anesthesia. These findings may be of interest for the individual adaptation of remifentanil doses guided by ∆ANI during general anesthesia, although this remains to be demonstrated.
Literature
2.
go back to reference Gruenewald M, Ilies C. Monitoring the nociception–anti-nociception balance. Best Pract Res Clin Anaesthesiol. 2013;27:235–47.CrossRefPubMed Gruenewald M, Ilies C. Monitoring the nociception–anti-nociception balance. Best Pract Res Clin Anaesthesiol. 2013;27:235–47.CrossRefPubMed
3.
4.
go back to reference Smith D, Andrzejowski J, Smith A. Certainty and uncertainty: NICE guidance on ‘depth of anaesthesia’ monitoring. Anaesthesia. 2013;68:1000–5.CrossRefPubMed Smith D, Andrzejowski J, Smith A. Certainty and uncertainty: NICE guidance on ‘depth of anaesthesia’ monitoring. Anaesthesia. 2013;68:1000–5.CrossRefPubMed
5.
go back to reference Plaud B, Debaene B, Donati F, Marty J. Residual paralysis after emergence from anesthesia. Anesthesiology. 2010;112:1013–22.CrossRefPubMed Plaud B, Debaene B, Donati F, Marty J. Residual paralysis after emergence from anesthesia. Anesthesiology. 2010;112:1013–22.CrossRefPubMed
6.
go back to reference De Jonckheere J, Bonhomme V, Jeanne M, Boselli E, Gruenewald M, Logier R, Richebé P. Physiological signal processing for individualized anti-nociception management during general anesthesia: a review. Yearb Med Inform. 2015;10:95–101.CrossRefPubMed De Jonckheere J, Bonhomme V, Jeanne M, Boselli E, Gruenewald M, Logier R, Richebé P. Physiological signal processing for individualized anti-nociception management during general anesthesia: a review. Yearb Med Inform. 2015;10:95–101.CrossRefPubMed
7.
go back to reference Jeanne M, Clement C, De Jonckheere J, Logier R, Tavernier B. Variations of the analgesia nociception index during general anaesthesia for laparoscopic abdominal surgery. J Clin Monit Comput. 2012;26:289–94.CrossRefPubMed Jeanne M, Clement C, De Jonckheere J, Logier R, Tavernier B. Variations of the analgesia nociception index during general anaesthesia for laparoscopic abdominal surgery. J Clin Monit Comput. 2012;26:289–94.CrossRefPubMed
8.
go back to reference Gruenewald M, Ilies C, Herz J, Schoenherr T, Fudickar A, Hocker 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, Hocker J, Bein B. Influence of nociceptive stimulation on analgesia nociception index (ANI) during propofol–remifentanil anaesthesia. Br J Anaesth. 2013;110:1024–30.CrossRefPubMed
9.
go back to reference Ledowski T, Averhoff L, Tiong WS, Lee C. Analgesia Nociception Index (ANI) to predict intraoperative haemodynamic changes: results of a pilot investigation. Acta Anaesthesiol Scand. 2013;58:74–9.CrossRefPubMed Ledowski T, Averhoff L, Tiong WS, Lee C. Analgesia Nociception Index (ANI) to predict intraoperative haemodynamic changes: results of a pilot investigation. Acta Anaesthesiol Scand. 2013;58:74–9.CrossRefPubMed
10.
go back to reference Jeanne M, Delecroix M, De Jonckheere J, Keribedj A, Logier R, Tavernier B. Variations of the analgesia nociception index during propofol anesthesia for total knee replacement. Clin J Pain. 2014;30:1084–8.CrossRefPubMed Jeanne M, Delecroix M, De Jonckheere J, Keribedj A, Logier R, Tavernier B. Variations of the analgesia nociception index during propofol anesthesia for total knee replacement. Clin J Pain. 2014;30:1084–8.CrossRefPubMed
11.
go back to reference Boselli E, Bouvet L, Bégou G, Dabouz R, Davidson J, Deloste JY, Rahali N, Zadam A, Allaouchiche B. Prediction of immediate postoperative pain using the analgesia/nociception index: a prospective observational study. Br J Anaesth. 2014;112:715–21.CrossRefPubMed Boselli E, Bouvet L, Bégou G, Dabouz R, Davidson J, Deloste JY, Rahali N, Zadam A, Allaouchiche B. Prediction of immediate postoperative pain using the analgesia/nociception index: a prospective observational study. Br J Anaesth. 2014;112:715–21.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;111:453–9.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;111:453–9.CrossRefPubMed
13.
go back to reference Boselli E, Bouvet L, Allaouchiche B. Monitorage de l’analgésie avec l’Analgesia/Nociception Index: résultats des études cliniques chez les patients éveillés et anesthésiés. Le Praticien en Anesthésie Réanimation. 2015;19:78–86.CrossRef Boselli E, Bouvet L, Allaouchiche B. Monitorage de l’analgésie avec l’Analgesia/Nociception Index: résultats des études cliniques chez les patients éveillés et anesthésiés. Le Praticien en Anesthésie Réanimation. 2015;19:78–86.CrossRef
14.
go back to reference von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. Lancet. 2007;370:1453–7.CrossRef von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. Lancet. 2007;370:1453–7.CrossRef
15.
go back to reference Bouvet L, Stoian A, Rimmelé T, Allaouchiche B, Chassard D, Boselli E. Optimal remifentanil dosage for providing excellent intubating conditions when co-administered with a single standard dose of propofol. Anaesthesia. 2009;64:719–26.CrossRefPubMed Bouvet L, Stoian A, Rimmelé T, Allaouchiche B, Chassard D, Boselli E. Optimal remifentanil dosage for providing excellent intubating conditions when co-administered with a single standard dose of propofol. Anaesthesia. 2009;64:719–26.CrossRefPubMed
16.
go back to reference Bouvet L, Stoian A, Jacquot-Laperrière S, Allaouchiche B, Chassard D, Boselli E. Laryngeal injuries and intubating conditions with or without muscular relaxation: an equivalence study. Can J Anaesth. 2008;55:674–84.CrossRefPubMed Bouvet L, Stoian A, Jacquot-Laperrière S, Allaouchiche B, Chassard D, Boselli E. Laryngeal injuries and intubating conditions with or without muscular relaxation: an equivalence study. Can J Anaesth. 2008;55:674–84.CrossRefPubMed
17.
go back to reference American Society of Anesthesiologists Task Force on Acute. Pain Management. Practice guidelines for acute pain management in the perioperative setting: an updated report by the American Society of Anesthesiologists Task Force on Acute Pain Management. Anesthesiology. 2012;116:248–73.CrossRef American Society of Anesthesiologists Task Force on Acute. Pain Management. Practice guidelines for acute pain management in the perioperative setting: an updated report by the American Society of Anesthesiologists Task Force on Acute Pain Management. Anesthesiology. 2012;116:248–73.CrossRef
18.
go back to reference Jeanne M, Logier R, De Jonckheere J, Tavernier B. Validation of a graphic measurement of heart rate variability to assess analgesia/nociception balance during general anesthesia. Conf Proc IEEE Eng Med Biol Soc. 2009;2009:1840–1843. Jeanne M, Logier R, De Jonckheere J, Tavernier B. Validation of a graphic measurement of heart rate variability to assess analgesia/nociception balance during general anesthesia. Conf Proc IEEE Eng Med Biol Soc. 2009;2009:1840–1843.
19.
go back to reference Logier R, Jeanne M, De Jonckheere J, Dassonneville A, Delecroix M, Tavernier B. PhysioDoloris: a monitoring device for analgesia/nociception balance evaluation using heart rate variability analysis. Conf Proc IEEE Eng Med Biol Soc. 2010;2010:1194–1197. Logier R, Jeanne M, De Jonckheere J, Dassonneville A, Delecroix M, Tavernier B. PhysioDoloris: a monitoring device for analgesia/nociception balance evaluation using heart rate variability analysis. Conf Proc IEEE Eng Med Biol Soc. 2010;2010:1194–1197.
20.
go back to reference Logier R, Jeanne M, Tavernier B, De Jonckheere J. Pain/analgesia evaluation using heart rate variability analysis. Conf Proc IEEE Eng Med Biol Soc. 2006;1:4303–6.PubMed Logier R, Jeanne M, Tavernier B, De Jonckheere J. Pain/analgesia evaluation using heart rate variability analysis. Conf Proc IEEE Eng Med Biol Soc. 2006;1:4303–6.PubMed
21.
go back to reference Jeanne M, Logier R, De Jonckheere J, Tavernier B. Heart rate variability during total intravenous anesthesia: effects of nociception and analgesia. Auton Neurosci. 2009;147:91–6.CrossRefPubMed Jeanne M, Logier R, De Jonckheere J, Tavernier B. Heart rate variability during total intravenous anesthesia: effects of nociception and analgesia. Auton Neurosci. 2009;147:91–6.CrossRefPubMed
22.
go back to reference Vandenbroucke JP, von Elm E, Altman DG, Gotzsche PC, Mulrow CD, Pocock SJ, Poole C, Schlesselman JJ, Egger M, Initiative S. Strengthening the reporting of observational studies in epidemiology (STROBE): explanation and elaboration. PLoS Med. 2007;4:e297.CrossRefPubMedPubMedCentral Vandenbroucke JP, von Elm E, Altman DG, Gotzsche PC, Mulrow CD, Pocock SJ, Poole C, Schlesselman JJ, Egger M, Initiative S. Strengthening the reporting of observational studies in epidemiology (STROBE): explanation and elaboration. PLoS Med. 2007;4:e297.CrossRefPubMedPubMedCentral
23.
go back to reference DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44:837–45.CrossRefPubMed DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics. 1988;44:837–45.CrossRefPubMed
25.
go back to reference Jordan D, Steiner M, Kochs EF, Schneider G. A program for computing the prediction probability and the related receiver operating characteristic graph. Anesth Analg. 2010;111:1416–21.CrossRefPubMed Jordan D, Steiner M, Kochs EF, Schneider G. A program for computing the prediction probability and the related receiver operating characteristic graph. Anesth Analg. 2010;111:1416–21.CrossRefPubMed
26.
go back to reference Boselli E, Jeanne M. Analgesia/nociception index for the assessment of acute postoperative pain. Br J Anaesth. 2014;112:936–7.CrossRefPubMed Boselli E, Jeanne M. Analgesia/nociception index for the assessment of acute postoperative pain. Br J Anaesth. 2014;112:936–7.CrossRefPubMed
27.
go back to reference Bollag L, Ortner CM, Jelacic S, Rivat C, Landau R, Richebé P. The effects of low-dose ketamine on the analgesia nociception index (ANI) measured with the novel PhysioDoloris analgesia monitor: a pilot study. J Clin Monit Comput. 2015;29:291–5.CrossRefPubMed Bollag L, Ortner CM, Jelacic S, Rivat C, Landau R, Richebé P. The effects of low-dose ketamine on the analgesia nociception index (ANI) measured with the novel PhysioDoloris analgesia monitor: a pilot study. J Clin Monit Comput. 2015;29:291–5.CrossRefPubMed
Metadata
Title
Prediction of hemodynamic reactivity using dynamic variations of Analgesia/Nociception Index (∆ANI)
Authors
E. Boselli
R. Logier
L. Bouvet
B. Allaouchiche
Publication date
01-12-2016
Publisher
Springer Netherlands
Published in
Journal of Clinical Monitoring and Computing / Issue 6/2016
Print ISSN: 1387-1307
Electronic ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-015-9802-8

Other articles of this Issue 6/2016

Journal of Clinical Monitoring and Computing 6/2016 Go to the issue