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Published in: Journal of Clinical Monitoring and Computing 6/2021

01-12-2021 | Motor Evoked Potential | Original Research

Non-linear regression analysis for estimating the intraoperative motor evoked potential recovery time after bolus neuromuscular blockade

Authors: Tetsuro Tatsuoka, Tasuku Fujii, Takeshi Furuhashi, Kimitoshi Nishiwaki

Published in: Journal of Clinical Monitoring and Computing | Issue 6/2021

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Abstract

The recovery time of the motor evoked potential (MEP) amplitude following a neuromuscular blockade (NMB) during surgery is useful for interpreting low-amplitude waveforms or selecting the baseline waveform. In this study, the MEP data of 195 orthopedic cases who received a bolus dose of rocuronium at the beginning of surgery, between June 2009 and January 2016 were used. A non-linear regression analysis was applied to MEP amplitude data of multiple patients. The time taken for 90% of the maximum-amplitude recovery was estimated from the identified time series model. The 90% amplitude recovery time was 88.6 min in the pharmacological model and 89.4 min in the logistic model. These results were included in the 95% confidence interval of the previous studies. Although MEP amplitude is relatively unstable because of anesthesia, the averaged time series model of MEP amplitude can be estimated by using a large number of data.
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Literature
1.
go back to reference Kobayashi S, Matsuyama Y, Kawabata S, Ando M, Kanchiku T, Takahashi M, Ito Z, Fujiwara Y, Tadokoro N, Wada K, Yamada K, Yamamoto N, Tani T. A multicenter study from intraoperative spinal cord monitoring Working Group of Japanese Society for Spine Surgery and Related Research. Jpn J Clin Neurophysiol. 2016;44(3):116–9. Kobayashi S, Matsuyama Y, Kawabata S, Ando M, Kanchiku T, Takahashi M, Ito Z, Fujiwara Y, Tadokoro N, Wada K, Yamada K, Yamamoto N, Tani T. A multicenter study from intraoperative spinal cord monitoring Working Group of Japanese Society for Spine Surgery and Related Research. Jpn J Clin Neurophysiol. 2016;44(3):116–9.
2.
go back to reference Sutter M, Deletis V, Dvorak J, Eggspuehler A, Grob D, MacDonald D, Mueller A, Sala F, Tamaki T. Current opinions and recommendations on multimodal intraoperative monitoring during spine surgeries. Eur Spine J. 2007;16(2):232–7.CrossRef Sutter M, Deletis V, Dvorak J, Eggspuehler A, Grob D, MacDonald D, Mueller A, Sala F, Tamaki T. Current opinions and recommendations on multimodal intraoperative monitoring during spine surgeries. Eur Spine J. 2007;16(2):232–7.CrossRef
3.
go back to reference Tsutsui S, Yamada H. Basic principles and recent trends of transcranial motor evoked potentials in intraoperative neurophysiologic monitoring. Neurol medico-chir. 2016;56(8):451–6.CrossRef Tsutsui S, Yamada H. Basic principles and recent trends of transcranial motor evoked potentials in intraoperative neurophysiologic monitoring. Neurol medico-chir. 2016;56(8):451–6.CrossRef
4.
go back to reference Tsutsumi C, Okuma A, Sumita K, Sakakibara SKK, Yoshiko K, Matsumoto H, Matsushita T, Muramoto A, lto Z, lmagama S, Nishimura Y, Hara M. Evaluation of the timing suitable for a baseline waveform record in intraoperative spinal cord monitoring with Br(E)-MsEP. J Funct Diagn Spinal Cord. 2014;35(1):103–7. Tsutsumi C, Okuma A, Sumita K, Sakakibara SKK, Yoshiko K, Matsumoto H, Matsushita T, Muramoto A, lto Z, lmagama S, Nishimura Y, Hara M. Evaluation of the timing suitable for a baseline waveform record in intraoperative spinal cord monitoring with Br(E)-MsEP. J Funct Diagn Spinal Cord. 2014;35(1):103–7.
5.
go back to reference Batistaki C, Papadopoulos K, Kalimeris K, Soultanis K, Alevizou A, Pantazi M, Kostopanagiotou G. Sugammadex to reverse rocuronium and facilitate intraoperative motor evoked potentials monitoring during spinal surgery. Anaesth Intensive Care. 2012;40(6):1073–5.PubMed Batistaki C, Papadopoulos K, Kalimeris K, Soultanis K, Alevizou A, Pantazi M, Kostopanagiotou G. Sugammadex to reverse rocuronium and facilitate intraoperative motor evoked potentials monitoring during spinal surgery. Anaesth Intensive Care. 2012;40(6):1073–5.PubMed
6.
go back to reference Miyazaki Y, Sunaga H, Kida K, Hobo S, Inoue N, Muto M, Uezono S. Incidence of anaphylaxis associated with sugammadex. Anesth Analg. 2018;126(5):1505–8.CrossRef Miyazaki Y, Sunaga H, Kida K, Hobo S, Inoue N, Muto M, Uezono S. Incidence of anaphylaxis associated with sugammadex. Anesth Analg. 2018;126(5):1505–8.CrossRef
7.
go back to reference Trifa M, Krishna S, D’Mello A, Hakim M, Tobias JD. Sugammadex to reverse neuromuscular blockade and provide optimal conditions for motor-evoked potential monitoring. Saudi J Anaesth. 2017;11(2):219.CrossRef Trifa M, Krishna S, D’Mello A, Hakim M, Tobias JD. Sugammadex to reverse neuromuscular blockade and provide optimal conditions for motor-evoked potential monitoring. Saudi J Anaesth. 2017;11(2):219.CrossRef
8.
go back to reference Woloszczuk-Gebicka B, Wyska E, Grabowski T. Sevoflurane increases fade of neuromuscular response to TOF stimulation following rocuronium administration in children. A PK/PD analysis. Pediatr Anesth. 2007;17(7):637–46.CrossRef Woloszczuk-Gebicka B, Wyska E, Grabowski T. Sevoflurane increases fade of neuromuscular response to TOF stimulation following rocuronium administration in children. A PK/PD analysis. Pediatr Anesth. 2007;17(7):637–46.CrossRef
9.
go back to reference Kleijn HJ, Zollinger DP, van den Heuvel MW, Kerbusch T. Population pharmacokinetic–pharmacodynamic analysis for sugammadex-mediated reversal of rocuronium-induced neuromuscular blockade. Br J Clin Pharmacol. 2011;72(3):415–33.CrossRef Kleijn HJ, Zollinger DP, van den Heuvel MW, Kerbusch T. Population pharmacokinetic–pharmacodynamic analysis for sugammadex-mediated reversal of rocuronium-induced neuromuscular blockade. Br J Clin Pharmacol. 2011;72(3):415–33.CrossRef
10.
go back to reference Duvaldestin P, Kuizenga K, Saldien V, Claudius C, Servin F, Klein J, Debaene B, Heeringa M. A randomized, dose–response study of sugammadex given for the reversal of deep rocuronium- or vecuronium-induced neuromuscular blockade under sevoflurane anesthesia. Anesth Analg. 2010;110(1):74–82.CrossRef Duvaldestin P, Kuizenga K, Saldien V, Claudius C, Servin F, Klein J, Debaene B, Heeringa M. A randomized, dose–response study of sugammadex given for the reversal of deep rocuronium- or vecuronium-induced neuromuscular blockade under sevoflurane anesthesia. Anesth Analg. 2010;110(1):74–82.CrossRef
11.
go back to reference Westin GG, Bassi BD, Lisanby SH, Luber B, NYSP Institute, NY U. Determination of motor threshold using visual observation overestimates transcranial magnetic stimulation dosage: safety implications. Clin Neurophysiol. 2014;125(1):142–7. Westin GG, Bassi BD, Lisanby SH, Luber B, NYSP Institute, NY U. Determination of motor threshold using visual observation overestimates transcranial magnetic stimulation dosage: safety implications. Clin Neurophysiol. 2014;125(1):142–7.
12.
go back to reference MacDonald DB. Motor evoked potential warning criteria. J Clin Neurophysiol. 2017;34(1):1–3.CrossRef MacDonald DB. Motor evoked potential warning criteria. J Clin Neurophysiol. 2017;34(1):1–3.CrossRef
13.
go back to reference Hodrea R, Nascu I, De Keyser R, Ionescu CM. EPSAC predictive control applied to muscle relaxant administration. In: 8th symposium on biological and medical systems (IFAC-212). Ghent University, Department of Electrical Energy, Systems and Automation; 2012. Hodrea R, Nascu I, De Keyser R, Ionescu CM. EPSAC predictive control applied to muscle relaxant administration. In: 8th symposium on biological and medical systems (IFAC-212). Ghent University, Department of Electrical Energy, Systems and Automation; 2012.
14.
go back to reference Vermeyen K, Hoffmann V, Saldien V. Target controlled infusion of rocuronium: analysis of effect data to select a pharmacokinetic model. Br J Anaesth. 2003;90(2):183–8.CrossRef Vermeyen K, Hoffmann V, Saldien V. Target controlled infusion of rocuronium: analysis of effect data to select a pharmacokinetic model. Br J Anaesth. 2003;90(2):183–8.CrossRef
15.
go back to reference Yajima C, Tsudaka S, Nagata O, Tagami M, Hanaoka K. Simulations of recovery times following nondepolarizing neuromuscular blockade produced by steady-state infusions. J Jpn Soc Clin Anesth. 1999;19(10):601–8.CrossRef Yajima C, Tsudaka S, Nagata O, Tagami M, Hanaoka K. Simulations of recovery times following nondepolarizing neuromuscular blockade produced by steady-state infusions. J Jpn Soc Clin Anesth. 1999;19(10):601–8.CrossRef
16.
go back to reference Seefeldt SS, Jensen JE, Fuerst EP. Log-logistic analysis of herbicide dose–response relationships. Weed Technol. 1995;9(2):218–27.CrossRef Seefeldt SS, Jensen JE, Fuerst EP. Log-logistic analysis of herbicide dose–response relationships. Weed Technol. 1995;9(2):218–27.CrossRef
17.
go back to reference Akaike H. A new look at the statistical model identification. In: Selected Papers of Hirotugu Akaike. New York: Springer; 1974. p. 215–222. Akaike H. A new look at the statistical model identification. In: Selected Papers of Hirotugu Akaike. New York: Springer; 1974. p. 215–222.
18.
go back to reference Wierda JMK, Kleef UW, Lambalk LM, Kloppenburg WD, Agoston S. The pharmacodynamics and pharmacokinetics of Org 9426, a new non-depolarizing neuromuscular blocking agent, in patients anaesthetized with nitrous oxide, halothane and fentanyl. Can J Anaesth. 1991;38(4):430.CrossRef Wierda JMK, Kleef UW, Lambalk LM, Kloppenburg WD, Agoston S. The pharmacodynamics and pharmacokinetics of Org 9426, a new non-depolarizing neuromuscular blocking agent, in patients anaesthetized with nitrous oxide, halothane and fentanyl. Can J Anaesth. 1991;38(4):430.CrossRef
19.
go back to reference Pühringer F, Gordon M, Demeyer I, Sparr H, Ingimarsson J, Klarin B, Van Duijnhoven W, Heeringa M. Sugammadex rapidly reverses moderate rocuronium- or vecuronium-induced neuromuscular block during sevoflurane anaesthesia: a dose–response relationship. Br J Anaesth. 2010;105(5):610–9.CrossRef Pühringer F, Gordon M, Demeyer I, Sparr H, Ingimarsson J, Klarin B, Van Duijnhoven W, Heeringa M. Sugammadex rapidly reverses moderate rocuronium- or vecuronium-induced neuromuscular block during sevoflurane anaesthesia: a dose–response relationship. Br J Anaesth. 2010;105(5):610–9.CrossRef
20.
go back to reference Lowry DW, Mirakhur RK, McCarthy GJ, Carroll MT, McCourt KC. Neuromuscular effects of rocuronium during sevoflurane, isoflurane, and intravenous anesthesia. Anesth Analg. 1998;87(4):936–40.CrossRef Lowry DW, Mirakhur RK, McCarthy GJ, Carroll MT, McCourt KC. Neuromuscular effects of rocuronium during sevoflurane, isoflurane, and intravenous anesthesia. Anesth Analg. 1998;87(4):936–40.CrossRef
21.
go back to reference Maidatsi P, Zaralidou AT, Gorgias N, Amaniti E, Karakoulas K, Giala M. Rocuronium duration of action under sevoflurane, desflurane or propofol anaesthesia. Eur J Anaesthesiol. 2004;21(10):781–6.CrossRef Maidatsi P, Zaralidou AT, Gorgias N, Amaniti E, Karakoulas K, Giala M. Rocuronium duration of action under sevoflurane, desflurane or propofol anaesthesia. Eur J Anaesthesiol. 2004;21(10):781–6.CrossRef
22.
go back to reference MacDonald DB. Intraoperative motor evoked potential monitoring: overview and update. J Clin Monit Comput. 2006;20(5):347–77.CrossRef MacDonald DB. Intraoperative motor evoked potential monitoring: overview and update. J Clin Monit Comput. 2006;20(5):347–77.CrossRef
23.
go back to reference Macdonald D, Skinner S, Shils J, Yingling C. Intraoperative motor evoked potential monitoring—a position statement by the American Society of Neurophysiological Monitoring. Clin Neurophysiol. 2013;124(12):2291–316.CrossRef Macdonald D, Skinner S, Shils J, Yingling C. Intraoperative motor evoked potential monitoring—a position statement by the American Society of Neurophysiological Monitoring. Clin Neurophysiol. 2013;124(12):2291–316.CrossRef
24.
go back to reference Naguib M, Kopman AF, Lien CA, Hunter JM, Lopez A, Brull SJ. A survey of current management of neuromuscular block in the United States and Europe. Anesth Analg. 2010;111(1):110–9.CrossRef Naguib M, Kopman AF, Lien CA, Hunter JM, Lopez A, Brull SJ. A survey of current management of neuromuscular block in the United States and Europe. Anesth Analg. 2010;111(1):110–9.CrossRef
25.
go back to reference Phillips S, Slewarl P, Bilgin A. A survey of the management of neuromuscular blockade monitoring in Australia and New Zealand. Anaesth Intensive Care. 2013;41(3):374–9.CrossRef Phillips S, Slewarl P, Bilgin A. A survey of the management of neuromuscular blockade monitoring in Australia and New Zealand. Anaesth Intensive Care. 2013;41(3):374–9.CrossRef
Metadata
Title
Non-linear regression analysis for estimating the intraoperative motor evoked potential recovery time after bolus neuromuscular blockade
Authors
Tetsuro Tatsuoka
Tasuku Fujii
Takeshi Furuhashi
Kimitoshi Nishiwaki
Publication date
01-12-2021
Publisher
Springer Netherlands
Published in
Journal of Clinical Monitoring and Computing / Issue 6/2021
Print ISSN: 1387-1307
Electronic ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-020-00600-0

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