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Erschienen in: Journal of Anesthesia 4/2022

16.06.2022 | Original Article

A population pharmacokinetic model of remimazolam for general anesthesia and consideration of remimazolam dose in clinical practice

verfasst von: Kenichi Masui, Thomas Stöhr, Marija Pesic, Tomohiro Tonai

Erschienen in: Journal of Anesthesia | Ausgabe 4/2022

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Abstract

Background

Remimazolam besylate is a novel short-acting benzodiazepine. An appropriate pharmacokinetic model of remimazolam is desirable in anesthesia practice. The aim of the study was to develop a pharmacokinetic model using plasma samples from patients anesthetized with remimazolam. Influence of patient characteristics, context-sensitive decrement-times, and dose regimens were also examined.

Methods

Data were obtained from four trials on patients, and seven trials on healthy volunteers. The characteristics of 416 male and 246 female subjects were as follows: age, 18–93 years; body weight, 34–149 kg; and American Society of Anesthesiologists physical status (ASA-PS), I-IV. 2231 arterial and 3200 venous samples were used for the final model. The equilibration rate constant between arterial plasma and effect-site was estimated using the concept of time to peak effect. The final model was used to generate context-sensitive decrement times and dose regimens for general anesthesia.

Results

A three-compartment model plus virtual venous compartment with allometric scaling of adjusted body weight (ABW), age, sex, and ASA-PS as covariates were selected as the final model. Elimination clearance was lower in males, and in subjects with higher ABW and ASA-PS scores. Approximately 10% or 20% higher dose rate was necessary in females than in males or ASA-PS I/II than III/IV patient. The context-sensitive half-time for effect-site concentration in a 55-year-old, 70-kg, 170-cm male or female ASA-PS I/II patient after > 6-h infusion was 16.7 or 15.9 min.

Conclusion

Remimazolam pharmacokinetic model for general anesthesia was successfully developed. ABW, ASA-PS, and sex has a considerable impact on the remimazolam concentration.
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Literatur
1.
Zurück zum Zitat Birgenheier NM, Stuart AR, Egan TD. Soft drugs in anesthesia: remifentanil as prototype to modern anesthetic drug development. Curr Opin Anaesthesiol. 2020;33:499–505.CrossRef Birgenheier NM, Stuart AR, Egan TD. Soft drugs in anesthesia: remifentanil as prototype to modern anesthetic drug development. Curr Opin Anaesthesiol. 2020;33:499–505.CrossRef
2.
Zurück zum Zitat Schüttler J, Eisenried A, Lerch M, Fechner J, Jeleazcov C, Ihmsen H. Pharmacokinetics and pharmacodynamics of remimazolam (CNS 7056) after continuous infusion in healthy male volunteers: part I pharmacokinetics and clinical pharmacodynamics. Anesthesiol. 2020;132:636–51.CrossRef Schüttler J, Eisenried A, Lerch M, Fechner J, Jeleazcov C, Ihmsen H. Pharmacokinetics and pharmacodynamics of remimazolam (CNS 7056) after continuous infusion in healthy male volunteers: part I pharmacokinetics and clinical pharmacodynamics. Anesthesiol. 2020;132:636–51.CrossRef
3.
Zurück zum Zitat Eisenried A, Schüttler J, Lerch M, Ihmsen H, Jeleazcov C. Pharmacokinetics and pharmacodynamics of remimazolam (CNS 7056) after continuous infusion in healthy male volunteers: part II Pharmacodynamics of Electroencephalogram Effects. Anesthesiol. 2020;132:652–66.CrossRef Eisenried A, Schüttler J, Lerch M, Ihmsen H, Jeleazcov C. Pharmacokinetics and pharmacodynamics of remimazolam (CNS 7056) after continuous infusion in healthy male volunteers: part II Pharmacodynamics of Electroencephalogram Effects. Anesthesiol. 2020;132:652–66.CrossRef
4.
Zurück zum Zitat Rex DK, Bhandari R, Desta T, DeMicco MP, Schaeffer C, Etzkorn K, Barish CF, Pruitt R, Cash BD, Quirk D, Tiongco F, Sullivan S, Bernstein D. A phase III study evaluating the efficacy and safety of remimazolam (CNS 7056) compared with placebo and midazolam in patients undergoing colonoscopy. Gastrointest Endosc. 2018;88:427-37.e6.CrossRef Rex DK, Bhandari R, Desta T, DeMicco MP, Schaeffer C, Etzkorn K, Barish CF, Pruitt R, Cash BD, Quirk D, Tiongco F, Sullivan S, Bernstein D. A phase III study evaluating the efficacy and safety of remimazolam (CNS 7056) compared with placebo and midazolam in patients undergoing colonoscopy. Gastrointest Endosc. 2018;88:427-37.e6.CrossRef
5.
Zurück zum Zitat Borkett KM, Riff DS, Schwartz HI, Winkle PJ, Pambianco DJ, Lees JP, Wilhelm-Ogunbiyi K. A phase IIa, randomized, double-blind study of remimazolam (CNS 7056) versus midazolam for sedation in upper gastrointestinal endoscopy. Anesth Analg. 2015;120:771–80.CrossRef Borkett KM, Riff DS, Schwartz HI, Winkle PJ, Pambianco DJ, Lees JP, Wilhelm-Ogunbiyi K. A phase IIa, randomized, double-blind study of remimazolam (CNS 7056) versus midazolam for sedation in upper gastrointestinal endoscopy. Anesth Analg. 2015;120:771–80.CrossRef
6.
Zurück zum Zitat Worthington MT, Antonik LJ, Goldwater DR, Lees JP, Wilhelm-Ogunbiyi K, Borkett KM, Mitchell MC. A phase Ib, dose-finding study of multiple doses of remimazolam (CNS 7056) in volunteers undergoing colonoscopy. Anesth Analg. 2013;117:1093–100.CrossRef Worthington MT, Antonik LJ, Goldwater DR, Lees JP, Wilhelm-Ogunbiyi K, Borkett KM, Mitchell MC. A phase Ib, dose-finding study of multiple doses of remimazolam (CNS 7056) in volunteers undergoing colonoscopy. Anesth Analg. 2013;117:1093–100.CrossRef
7.
Zurück zum Zitat Wiltshire HR, Kilpatrick GJ, Tilbrook GS, Borkett KM. A placebo- and midazolam-controlled phase I single ascending-dose study evaluating the safety, pharmacokinetics, and pharmacodynamics of remimazolam (CNS 7056): part II. Population pharmacokinetic and pharmacodynamic modeling and simulation. Anesth Analg. 2012;115:284–96.CrossRef Wiltshire HR, Kilpatrick GJ, Tilbrook GS, Borkett KM. A placebo- and midazolam-controlled phase I single ascending-dose study evaluating the safety, pharmacokinetics, and pharmacodynamics of remimazolam (CNS 7056): part II. Population pharmacokinetic and pharmacodynamic modeling and simulation. Anesth Analg. 2012;115:284–96.CrossRef
8.
Zurück zum Zitat Antonik LJ, Goldwater DR, Kilpatrick GJ, Tilbrook GS, Borkett KM. A placebo- and midazolam-controlled phase I single ascending-dose study evaluating the safety, pharmacokinetics, and pharmacodynamics of remimazolam (CNS 7056): part I. Safety, efficacy, and basic pharmacokinetics. Anesth Analg. 2012;115:274–83.CrossRef Antonik LJ, Goldwater DR, Kilpatrick GJ, Tilbrook GS, Borkett KM. A placebo- and midazolam-controlled phase I single ascending-dose study evaluating the safety, pharmacokinetics, and pharmacodynamics of remimazolam (CNS 7056): part I. Safety, efficacy, and basic pharmacokinetics. Anesth Analg. 2012;115:274–83.CrossRef
10.
Zurück zum Zitat Doi M, Hirata N, Suzuki T, Morisaki H, Morimatsu H, Sakamoto A. Safety and efficacy of remimazolam in induction and maintenance of general anesthesia in high-risk surgical patients (ASA Class III): results of a multicenter, randomized, double-blind, parallel-group comparative trial. J Anesth. 2020;34(4):491–501.CrossRef Doi M, Hirata N, Suzuki T, Morisaki H, Morimatsu H, Sakamoto A. Safety and efficacy of remimazolam in induction and maintenance of general anesthesia in high-risk surgical patients (ASA Class III): results of a multicenter, randomized, double-blind, parallel-group comparative trial. J Anesth. 2020;34(4):491–501.CrossRef
11.
Zurück zum Zitat Doi M, Morita K, Takeda J, Sakamoto A, Yamakage M, Suzuki T. Efficacy and safety of remimazolam versus propofol for general anesthesia: a multicenter, single-blind, randomized, parallel-group, phase IIb/III trial. J Anesth. 2020;34:543–53.CrossRef Doi M, Morita K, Takeda J, Sakamoto A, Yamakage M, Suzuki T. Efficacy and safety of remimazolam versus propofol for general anesthesia: a multicenter, single-blind, randomized, parallel-group, phase IIb/III trial. J Anesth. 2020;34:543–53.CrossRef
12.
Zurück zum Zitat Masui K. Remimazolam besilate, a benzodiazepine, has been approved for general anesthesia!! J Anesth. 2020;34:479–82.CrossRef Masui K. Remimazolam besilate, a benzodiazepine, has been approved for general anesthesia!! J Anesth. 2020;34:479–82.CrossRef
13.
Zurück zum Zitat Sneyd JR. Remimazolam: new beginnings or just a me-too? Anesth Analg. 2012;115:217–9.CrossRef Sneyd JR. Remimazolam: new beginnings or just a me-too? Anesth Analg. 2012;115:217–9.CrossRef
14.
Zurück zum Zitat Bennett SN, McNeil MM, Bland LA, Arduino MJ, Villarino ME, Perrotta DM, Burwen DR, Welbel SF, Pegues DA, Stroud L, Zeitz PS, Jarvis WR. Postoperative infections traced to contamination of an intravenous anesthetic propofol. N Engl J Med. 1995;333:147–54.CrossRef Bennett SN, McNeil MM, Bland LA, Arduino MJ, Villarino ME, Perrotta DM, Burwen DR, Welbel SF, Pegues DA, Stroud L, Zeitz PS, Jarvis WR. Postoperative infections traced to contamination of an intravenous anesthetic propofol. N Engl J Med. 1995;333:147–54.CrossRef
15.
Zurück zum Zitat Struys MMRF, Absalom AR, Shafer SL. Intravenous Drug Delivery System. In: Anesthesia M, editor. Miller RD. Philadelphia: Elsevier Saunders; 2015. p. 919–57. Struys MMRF, Absalom AR, Shafer SL. Intravenous Drug Delivery System. In: Anesthesia M, editor. Miller RD. Philadelphia: Elsevier Saunders; 2015. p. 919–57.
16.
Zurück zum Zitat Eleveld DJ, Proost JH, Cortinez LI, Absalom AR, Struys MM. A general purpose pharmacokinetic model for propofol. Anesth Analg. 2014;118:1221–37.CrossRef Eleveld DJ, Proost JH, Cortinez LI, Absalom AR, Struys MM. A general purpose pharmacokinetic model for propofol. Anesth Analg. 2014;118:1221–37.CrossRef
17.
Zurück zum Zitat Eleveld DJ, Colin P, Absalom AR, Struys MMRF. Pharmacokinetic–pharmacodynamic model for propofol for broad application in anaesthesia and sedation. Br J Anaesth. 2018;120:942–59.CrossRef Eleveld DJ, Colin P, Absalom AR, Struys MMRF. Pharmacokinetic–pharmacodynamic model for propofol for broad application in anaesthesia and sedation. Br J Anaesth. 2018;120:942–59.CrossRef
18.
Zurück zum Zitat Zhou J, Leonowens C, Ivaturi VD, Lohmer LL, Curd L, Ossig J, Schippers F, Petersen K-U, Stoehr T, Schmith V. Population pharmacokinetic/pharmacodynamic modeling for remimazolam in the induction and maintenance of general anesthesia in healthy subjects and in surgical subjects. J Clin Anesth. 2020;66: 109899.CrossRef Zhou J, Leonowens C, Ivaturi VD, Lohmer LL, Curd L, Ossig J, Schippers F, Petersen K-U, Stoehr T, Schmith V. Population pharmacokinetic/pharmacodynamic modeling for remimazolam in the induction and maintenance of general anesthesia in healthy subjects and in surgical subjects. J Clin Anesth. 2020;66: 109899.CrossRef
19.
Zurück zum Zitat Chiou WL. The phenomenon and rationale of marked dependence of drug concentration on blood sampling site. Clin Pharmacokinet. 1989;17:175–99.CrossRef Chiou WL. The phenomenon and rationale of marked dependence of drug concentration on blood sampling site. Clin Pharmacokinet. 1989;17:175–99.CrossRef
20.
Zurück zum Zitat Tuk B, Herben VM, Mandema JW, Danhof M. Relevance of arteriovenous concentration differences in pharmacokinetic-pharmacodynamic modeling of midazolam. J Pharmacol Exp Ther. 1998;284:202–7.PubMed Tuk B, Herben VM, Mandema JW, Danhof M. Relevance of arteriovenous concentration differences in pharmacokinetic-pharmacodynamic modeling of midazolam. J Pharmacol Exp Ther. 1998;284:202–7.PubMed
21.
Zurück zum Zitat Peacock JE, Blackburn A, Sherry KM, Reilly CS. Arterial and jugular venous bulb blood propofol concentrations during induction of anesthesia. Anesth Analg. 1995;80:1002–6.PubMed Peacock JE, Blackburn A, Sherry KM, Reilly CS. Arterial and jugular venous bulb blood propofol concentrations during induction of anesthesia. Anesth Analg. 1995;80:1002–6.PubMed
22.
Zurück zum Zitat Stöhr T, Colin PJ, Ossig J, Pesic M, Borkett K, Winkle P, Struys MMRF, Schippers F. Pharmacokinetic properties of remimazolam in subjects with hepatic or renal impairment. Br J Anaesth. 2021;127:415–23.CrossRef Stöhr T, Colin PJ, Ossig J, Pesic M, Borkett K, Winkle P, Struys MMRF, Schippers F. Pharmacokinetic properties of remimazolam in subjects with hepatic or renal impairment. Br J Anaesth. 2021;127:415–23.CrossRef
23.
Zurück zum Zitat Kleiman RB, Darpo B, Thorn M, Stoehr T, Schippers F. Potential strategy for assessing QT/QTc interval for drugs that produce rapid changes in heart rate: electrocardiographic assessment of the effects of intravenous remimazolam on cardiac repolarization. Br J Clin Pharmacol. 2020;86:1600–9.CrossRef Kleiman RB, Darpo B, Thorn M, Stoehr T, Schippers F. Potential strategy for assessing QT/QTc interval for drugs that produce rapid changes in heart rate: electrocardiographic assessment of the effects of intravenous remimazolam on cardiac repolarization. Br J Clin Pharmacol. 2020;86:1600–9.CrossRef
24.
Zurück zum Zitat Janmahasatian S, Duffull SB, Ash S, Ward LC, Byrne NM, Green B. Quantification of lean bodyweight. Clin Pharmacokinet. 2005;44:1051–65.CrossRef Janmahasatian S, Duffull SB, Ash S, Ward LC, Byrne NM, Green B. Quantification of lean bodyweight. Clin Pharmacokinet. 2005;44:1051–65.CrossRef
25.
Zurück zum Zitat Green B, Duffull SB. What is the best size descriptor to use for pharmacokinetic studies in the obese? Br J Clin Pharmacol. 2004;58:119–33.CrossRef Green B, Duffull SB. What is the best size descriptor to use for pharmacokinetic studies in the obese? Br J Clin Pharmacol. 2004;58:119–33.CrossRef
26.
Zurück zum Zitat West GB, Brown JH, Enquist BJ. A general model for the origin of allometric scaling laws in biology. Science. 1997;276:122–6.CrossRef West GB, Brown JH, Enquist BJ. A general model for the origin of allometric scaling laws in biology. Science. 1997;276:122–6.CrossRef
27.
Zurück zum Zitat Beal SL. Ways to Fit a PK Model with Some Data Below the Quantification Limit. J Pharmacokinet Pharmacodyn. 2001;28:481–504.CrossRef Beal SL. Ways to Fit a PK Model with Some Data Below the Quantification Limit. J Pharmacokinet Pharmacodyn. 2001;28:481–504.CrossRef
28.
Zurück zum Zitat Glass PS, Shafer S, Reves JG. Intravenous drug delivery systems. In: Miller RD, editor. Miller’s anesthesia. 6th ed. Pennsylvania, USA: Elsevier; 2004. p. 439–80. Glass PS, Shafer S, Reves JG. Intravenous drug delivery systems. In: Miller RD, editor. Miller’s anesthesia. 6th ed. Pennsylvania, USA: Elsevier; 2004. p. 439–80.
29.
Zurück zum Zitat Varvel JR, Donoho DL, Shafer SL. Measuring the predictive performance of computer-controlled infusion pumps. J Pharmacokinet Biopharm. 1992;20:63–94.CrossRef Varvel JR, Donoho DL, Shafer SL. Measuring the predictive performance of computer-controlled infusion pumps. J Pharmacokinet Biopharm. 1992;20:63–94.CrossRef
30.
Zurück zum Zitat Minto CF, Schnider TW, Gregg KM, Henthorn TK, Shafer SL. Using the time of maximum effect site concentration to combine pharmacokinetics and pharmacodynamics. Anesthesiology. 2003;99:324–33.CrossRef Minto CF, Schnider TW, Gregg KM, Henthorn TK, Shafer SL. Using the time of maximum effect site concentration to combine pharmacokinetics and pharmacodynamics. Anesthesiology. 2003;99:324–33.CrossRef
31.
Zurück zum Zitat Hughes MA, Glass PS, Jacobs JR. Context-sensitive half-time in multicompartment pharmacokinetic models for intravenous anesthetic drugs. Anesthesiology. 1992;76:334–41.CrossRef Hughes MA, Glass PS, Jacobs JR. Context-sensitive half-time in multicompartment pharmacokinetic models for intravenous anesthetic drugs. Anesthesiology. 1992;76:334–41.CrossRef
32.
Zurück zum Zitat Eger EI 2nd, Shafer SL. Tutorial: context-sensitive decrement times for inhaled anesthetics. Anesth Analg. 2005;101:688–96.CrossRef Eger EI 2nd, Shafer SL. Tutorial: context-sensitive decrement times for inhaled anesthetics. Anesth Analg. 2005;101:688–96.CrossRef
33.
Zurück zum Zitat Sheng XY, Liang Y, Yang XY, Li LE, Ye X, Zhao X, Cui YM. Safety, pharmacokinetic and pharmacodynamic properties of single ascending dose and continuous infusion of remimazolam besylate in healthy Chinese volunteers. Eur J Clin Pharmacol. 2020;76:383–91.CrossRef Sheng XY, Liang Y, Yang XY, Li LE, Ye X, Zhao X, Cui YM. Safety, pharmacokinetic and pharmacodynamic properties of single ascending dose and continuous infusion of remimazolam besylate in healthy Chinese volunteers. Eur J Clin Pharmacol. 2020;76:383–91.CrossRef
34.
Zurück zum Zitat Vree TB, Dammers E, Ulc I, Horkovics-Kovats S, Ryska M, Merkx I. Male-female differences in the plasma, liver and tissue esterase hydrolysis of lovastatin in healthy volunteers after a single oral dose. Clin Drug Investig. 2002;22:181–90.CrossRef Vree TB, Dammers E, Ulc I, Horkovics-Kovats S, Ryska M, Merkx I. Male-female differences in the plasma, liver and tissue esterase hydrolysis of lovastatin in healthy volunteers after a single oral dose. Clin Drug Investig. 2002;22:181–90.CrossRef
35.
Zurück zum Zitat Sinha J, Duffull SB, Green B, Al-Sallami HS. Evaluating the relationship between lean liver volume and fat-free mass. Clin Pharmacokinet. 2020;59:475–83.CrossRef Sinha J, Duffull SB, Green B, Al-Sallami HS. Evaluating the relationship between lean liver volume and fat-free mass. Clin Pharmacokinet. 2020;59:475–83.CrossRef
36.
Zurück zum Zitat Cortinez LI, De la Fuente N, Eleveld DJ, Oliveros A, Crovari F, Sepulveda P, Ibacache M, Solari S. Performance of propofol target-controlled infusion models in the obese: pharmacokinetic and pharmacodynamic analysis. Anesth Analg. 2014;119:302–10.CrossRef Cortinez LI, De la Fuente N, Eleveld DJ, Oliveros A, Crovari F, Sepulveda P, Ibacache M, Solari S. Performance of propofol target-controlled infusion models in the obese: pharmacokinetic and pharmacodynamic analysis. Anesth Analg. 2014;119:302–10.CrossRef
37.
Zurück zum Zitat Zhou J, Curd L, Lohmer LL, Ossig J, Schippers F, Stoehr T, Schmith V. Population pharmacokinetics of remimazolam in procedural sedation with nonhomogeneously mixed arterial and venous concentrations. Clin Transl Sci. 2021;14:326–34.CrossRef Zhou J, Curd L, Lohmer LL, Ossig J, Schippers F, Stoehr T, Schmith V. Population pharmacokinetics of remimazolam in procedural sedation with nonhomogeneously mixed arterial and venous concentrations. Clin Transl Sci. 2021;14:326–34.CrossRef
38.
Zurück zum Zitat Nelson RY, Bretz B, Egan TD. Prolonged apnea after remifentanil. J Clin Anesth. 2007;19:60–3.CrossRef Nelson RY, Bretz B, Egan TD. Prolonged apnea after remifentanil. J Clin Anesth. 2007;19:60–3.CrossRef
Metadaten
Titel
A population pharmacokinetic model of remimazolam for general anesthesia and consideration of remimazolam dose in clinical practice
verfasst von
Kenichi Masui
Thomas Stöhr
Marija Pesic
Tomohiro Tonai
Publikationsdatum
16.06.2022
Verlag
Springer Nature Singapore
Erschienen in
Journal of Anesthesia / Ausgabe 4/2022
Print ISSN: 0913-8668
Elektronische ISSN: 1438-8359
DOI
https://doi.org/10.1007/s00540-022-03079-y

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