Skip to main content
Top
Published in: Clinical Pharmacokinetics 7/2013

01-07-2013 | Original Research Article

A Novel Maturation Function for Clearance of the Cytochrome P450 3A Substrate Midazolam from Preterm Neonates to Adults

Authors: Ibrahim Ince, Saskia N. de Wildt, Chengueng Wang, Mariska Y. M. Peeters, Jacobus Burggraaf, Evelyne Jacqz-Aigrain, John N. van den Anker, Dick Tibboel, Meindert Danhof, Catherijne A. J. Knibbe

Published in: Clinical Pharmacokinetics | Issue 7/2013

Login to get access

Abstract

Background and objective

Major changes in cytochrome P450 (CYP) 3A activity may be expected in the first few months of life with, later, relatively limited changes. In this analysis we studied the maturation of in vivo CYP3A-mediated clearance of midazolam, as model drug, from preterm neonates of 26 weeks gestational age (GA) to adults.

Methods

Pharmacokinetic data after intravenous administration of midazolam were obtained from six previously reported studies. Subjects were premature neonates (n = 24; GA 26–33.5 weeks, postnatal age (PNA) 3–11 days, and n = 24; GA 26–37 weeks, PNA 0–1 days), 23 children after elective major craniofacial surgery (age 3–23 months), 18 pediatric intensive-care patients (age 2 days–17 years), 18 pediatric oncology patients (age 3–16 years), and 20 healthy male adults (age 20–31 years). Population pharmacokinetic modeling with systematic covariate analysis was performed by use of NONMEM v6.2.

Results

Across the entire lifespan from premature neonates to adults, bodyweight was a significant covariate for midazolam clearance. The effect of bodyweight was best described by use of an allometric equation with an exponent changing with bodyweight in an exponential manner from 0.84 for preterm neonates (0.77 kg) to 0.44 for adults (89 kg), showing that the most rapid maturation occurs during the youngest age range.

Conclusions

An in-vivo maturation function for midazolam clearance from premature neonates to adults has been developed. This function can be used to derive evidence-based doses for children, and to simulate exposure to midazolam and possibly other CYP3A substrates across the pediatric age range in population pharmacokinetic models or physiologically based pharmacokinetic models.
Literature
1.
go back to reference Finta C, Zaphiropoulos PG. The human cytochrome P450 3A locus. Gene evolution by capture of downstream exons. Gene. 2000;260(1–2):13–23.PubMedCrossRef Finta C, Zaphiropoulos PG. The human cytochrome P450 3A locus. Gene evolution by capture of downstream exons. Gene. 2000;260(1–2):13–23.PubMedCrossRef
2.
go back to reference Guengerich FP. Cytochrome P-450 3A4: regulation and role in drug metabolism. Annu Rev Pharmacol Toxicol. 1999;39:1–17.PubMedCrossRef Guengerich FP. Cytochrome P-450 3A4: regulation and role in drug metabolism. Annu Rev Pharmacol Toxicol. 1999;39:1–17.PubMedCrossRef
3.
go back to reference Peeters MY, Prins SA, Knibbe CA, et al. Pharmacokinetics and pharmacodynamics of midazolam and metabolites in nonventilated infants after craniofacial surgery. Anesthesiology. 2006;105(6):1135–46.PubMedCrossRef Peeters MY, Prins SA, Knibbe CA, et al. Pharmacokinetics and pharmacodynamics of midazolam and metabolites in nonventilated infants after craniofacial surgery. Anesthesiology. 2006;105(6):1135–46.PubMedCrossRef
4.
go back to reference Reed MD, Rodarte A, Blumer JL, et al. The single-dose pharmacokinetics of midazolam and its primary metabolite in pediatric patients after oral and intravenous administration. J Clin Pharmacol. 2001;41(12):1359–69.PubMedCrossRef Reed MD, Rodarte A, Blumer JL, et al. The single-dose pharmacokinetics of midazolam and its primary metabolite in pediatric patients after oral and intravenous administration. J Clin Pharmacol. 2001;41(12):1359–69.PubMedCrossRef
5.
go back to reference Rey E, Delaunay L, Pons G, et al. Pharmacokinetics of midazolam in children: comparative study of intranasal and intravenous administration. Eur J Clin Pharmacol. 1991;41(4):355–7.PubMedCrossRef Rey E, Delaunay L, Pons G, et al. Pharmacokinetics of midazolam in children: comparative study of intranasal and intravenous administration. Eur J Clin Pharmacol. 1991;41(4):355–7.PubMedCrossRef
6.
go back to reference de Wildt SN, Kearns GL, Hop WC, et al. Pharmacokinetics and metabolism of intravenous midazolam in preterm infants. Clin Pharmacol Ther. 2001;70(6):525–31.PubMedCrossRef de Wildt SN, Kearns GL, Hop WC, et al. Pharmacokinetics and metabolism of intravenous midazolam in preterm infants. Clin Pharmacol Ther. 2001;70(6):525–31.PubMedCrossRef
7.
go back to reference Jacqz-Aigrain E, Wood C, Robieux I. Pharmacokinetics of midazolam in critically ill neonates. Eur J Clin Pharmacol. 1990;39(2):191–2.PubMedCrossRef Jacqz-Aigrain E, Wood C, Robieux I. Pharmacokinetics of midazolam in critically ill neonates. Eur J Clin Pharmacol. 1990;39(2):191–2.PubMedCrossRef
9.
go back to reference de Wildt SN, Ito S, Koren G. Challenges for drug studies in children: CYP3A phenotyping as example. Drug Discov Today. 2009;14(1–2):6–15.PubMedCrossRef de Wildt SN, Ito S, Koren G. Challenges for drug studies in children: CYP3A phenotyping as example. Drug Discov Today. 2009;14(1–2):6–15.PubMedCrossRef
10.
go back to reference Shimada T, Yamazaki H, Mimura M, et al. Interindividual variations in human liver cytochrome P-450 enzymes involved in the oxidation of drugs, carcinogens and toxic chemicals: studies with liver microsomes of 30 Japanese and 30 Caucasians. J Pharmacol Exp Ther. 1994;270(1):414–23.PubMed Shimada T, Yamazaki H, Mimura M, et al. Interindividual variations in human liver cytochrome P-450 enzymes involved in the oxidation of drugs, carcinogens and toxic chemicals: studies with liver microsomes of 30 Japanese and 30 Caucasians. J Pharmacol Exp Ther. 1994;270(1):414–23.PubMed
11.
go back to reference Ince I, de Wildt SN, Peeters MY, et al. Critical illness is a major determinant of midazolam clearance in children aged 1 month to 17 years. Ther Drug Monit. 2012;34(4):381–9. Ince I, de Wildt SN, Peeters MY, et al. Critical illness is a major determinant of midazolam clearance in children aged 1 month to 17 years. Ther Drug Monit. 2012;34(4):381–9.
12.
go back to reference Burtin P, Jacqz-Aigrain E, Girard P, et al. Population pharmacokinetics of midazolam in neonates. Clin Pharmacol Ther. 1994;56(6 Pt 1):615–25.PubMedCrossRef Burtin P, Jacqz-Aigrain E, Girard P, et al. Population pharmacokinetics of midazolam in neonates. Clin Pharmacol Ther. 1994;56(6 Pt 1):615–25.PubMedCrossRef
13.
go back to reference Jacqz-Aigrain E, Daoud P, Burtin P, et al. Pharmacokinetics of midazolam during continuous infusion in critically ill neonates. Eur J Clin Pharmacol. 1992;42(3):329–32.PubMedCrossRef Jacqz-Aigrain E, Daoud P, Burtin P, et al. Pharmacokinetics of midazolam during continuous infusion in critically ill neonates. Eur J Clin Pharmacol. 1992;42(3):329–32.PubMedCrossRef
14.
go back to reference Lacroix D, Sonnier M, Moncion A, et al. Expression of CYP3A in the human liver–evidence that the shift between CYP3A7 and CYP3A4 occurs immediately after birth. Eur J Biochem. 1997;247(2):625–34.PubMedCrossRef Lacroix D, Sonnier M, Moncion A, et al. Expression of CYP3A in the human liver–evidence that the shift between CYP3A7 and CYP3A4 occurs immediately after birth. Eur J Biochem. 1997;247(2):625–34.PubMedCrossRef
15.
go back to reference Stevens JC, Hines RN, Gu C, et al. Developmental expression of the major human hepatic CYP3A enzymes. J Pharmacol Exp Ther. 2003;307(2):573–82.PubMedCrossRef Stevens JC, Hines RN, Gu C, et al. Developmental expression of the major human hepatic CYP3A enzymes. J Pharmacol Exp Ther. 2003;307(2):573–82.PubMedCrossRef
16.
go back to reference de Wildt SN, de Hoog M, Vinks AA, et al. Population pharmacokinetics and metabolism of midazolam in pediatric intensive care patients. Crit Care Med. 2003;31(7):1952–8.PubMedCrossRef de Wildt SN, de Hoog M, Vinks AA, et al. Population pharmacokinetics and metabolism of midazolam in pediatric intensive care patients. Crit Care Med. 2003;31(7):1952–8.PubMedCrossRef
17.
go back to reference de Wildt SN, Riva L, van den Anker JN, Murray DJ. Does age alter the pharmacokinetics of midazolam and l-OH-midazolam in paediatric patients? [abstract no. PI-60]. Clin Pharmacol Ther. 2000;67:104. de Wildt SN, Riva L, van den Anker JN, Murray DJ. Does age alter the pharmacokinetics of midazolam and l-OH-midazolam in paediatric patients? [abstract no. PI-60]. Clin Pharmacol Ther. 2000;67:104.
18.
go back to reference Jacqz-Aigrain E, Daoud P, Burtin P, et al. Placebo-controlled trial of midazolam sedation in mechanically ventilated newborn babies. Lancet. 1994;344(8923):646–50.PubMedCrossRef Jacqz-Aigrain E, Daoud P, Burtin P, et al. Placebo-controlled trial of midazolam sedation in mechanically ventilated newborn babies. Lancet. 1994;344(8923):646–50.PubMedCrossRef
19.
go back to reference van Gerven JM, Roncari G, Schoemaker RC, et al. Integrated pharmacokinetics and pharmacodynamics of Ro 48–8684, a new benzodiazepine, in comparison with midazolam during first administration to healthy male subjects. Br J Clin Pharmacol. 1997;44(5):487–93.PubMedCrossRef van Gerven JM, Roncari G, Schoemaker RC, et al. Integrated pharmacokinetics and pharmacodynamics of Ro 48–8684, a new benzodiazepine, in comparison with midazolam during first administration to healthy male subjects. Br J Clin Pharmacol. 1997;44(5):487–93.PubMedCrossRef
20.
go back to reference Boeckmann AJ, Beal SL, Sheiner LB. NONMEM User’s Guide. California: Division of Clinical Pharmacology, University of California at San Francisco; 1998. Boeckmann AJ, Beal SL, Sheiner LB. NONMEM User’s Guide. California: Division of Clinical Pharmacology, University of California at San Francisco; 1998.
21.
22.
go back to reference Montgomery DC, Peck EA, Vining GG. Introduction to linear regression analysis. New York: Wiley; 1982. Montgomery DC, Peck EA, Vining GG. Introduction to linear regression analysis. New York: Wiley; 1982.
23.
go back to reference Wang C, Peeters MY, Allegaert K, et al. A bodyweight-dependent allometric exponent for scaling clearance across the human life-span. Pharm Res. 2012. Wang C, Peeters MY, Allegaert K, et al. A bodyweight-dependent allometric exponent for scaling clearance across the human life-span. Pharm Res. 2012.
24.
go back to reference Bartelink IH, Boelens JJ, Bredius RG, et al. Body weight-dependent pharmacokinetics of busulfan in paediatric haematopoietic stem cell transplantation patients: towards individualized dosing. Clin Pharmacokinet. 2012;51(5):331–45.PubMedCrossRef Bartelink IH, Boelens JJ, Bredius RG, et al. Body weight-dependent pharmacokinetics of busulfan in paediatric haematopoietic stem cell transplantation patients: towards individualized dosing. Clin Pharmacokinet. 2012;51(5):331–45.PubMedCrossRef
25.
go back to reference Krekels EH, van Hasselt JG, Tibboel D, et al. Systematic evaluation of the descriptive and predictive performance of paediatric morphine population models. Pharm Res. 2011;28(4):797–811. Krekels EH, van Hasselt JG, Tibboel D, et al. Systematic evaluation of the descriptive and predictive performance of paediatric morphine population models. Pharm Res. 2011;28(4):797–811.
26.
go back to reference Ette EI, Williams PJ, Kim YH, et al. Model appropriateness and population pharmacokinetic modeling. J Clin Pharmacol. 2003;43(6):610–23.PubMed Ette EI, Williams PJ, Kim YH, et al. Model appropriateness and population pharmacokinetic modeling. J Clin Pharmacol. 2003;43(6):610–23.PubMed
27.
go back to reference Brendel K, Comets E, Laffont C, et al. Metrics for external model evaluation with an application to the population pharmacokinetics of gliclazide. Pharm Res. 2006;23(9):2036–49.PubMedCrossRef Brendel K, Comets E, Laffont C, et al. Metrics for external model evaluation with an application to the population pharmacokinetics of gliclazide. Pharm Res. 2006;23(9):2036–49.PubMedCrossRef
28.
go back to reference Comets E, Brendel K, Mentre F. Computing normalised prediction distribution errors to evaluate non-linear mixed-effect models: the npde add-on package for R. Comput Methods Programs Biomed. 2008;90(2):154–66.PubMedCrossRef Comets E, Brendel K, Mentre F. Computing normalised prediction distribution errors to evaluate non-linear mixed-effect models: the npde add-on package for R. Comput Methods Programs Biomed. 2008;90(2):154–66.PubMedCrossRef
29.
go back to reference Kumar P, Denson SE, Mancuso TJ. Premedication for nonemergency endotracheal intubation in the neonate. Pediatrics. 2010;125(3):608–15.PubMedCrossRef Kumar P, Denson SE, Mancuso TJ. Premedication for nonemergency endotracheal intubation in the neonate. Pediatrics. 2010;125(3):608–15.PubMedCrossRef
30.
go back to reference VanLooy JW, Schumacher RE, Bhatt-Mehta V. Efficacy of a premedication algorithm for nonemergent intubation in a neonatal intensive care unit. Ann Pharmacother. 2008;42(7):947–55.PubMedCrossRef VanLooy JW, Schumacher RE, Bhatt-Mehta V. Efficacy of a premedication algorithm for nonemergent intubation in a neonatal intensive care unit. Ann Pharmacother. 2008;42(7):947–55.PubMedCrossRef
31.
go back to reference Anand KJ, Barton BA, McIntosh N, et al. Analgesia and sedation in preterm neonates who require ventilatory support: results from the NOPAIN trial. Neonatal outcome and prolonged analgesia in neonates. Arch Pediatr Adolesc Med. 1999;153(4):331–8.PubMedCrossRef Anand KJ, Barton BA, McIntosh N, et al. Analgesia and sedation in preterm neonates who require ventilatory support: results from the NOPAIN trial. Neonatal outcome and prolonged analgesia in neonates. Arch Pediatr Adolesc Med. 1999;153(4):331–8.PubMedCrossRef
32.
go back to reference de Wildt SN, de Hoog M, Vinks AA, et al. Pharmacodynamics of midazolam in pediatric intensive care patients. Ther Drug Monit. 2005;27(1):98–102.PubMedCrossRef de Wildt SN, de Hoog M, Vinks AA, et al. Pharmacodynamics of midazolam in pediatric intensive care patients. Ther Drug Monit. 2005;27(1):98–102.PubMedCrossRef
33.
go back to reference Gorski JC, Hall SD, Jones DR, et al. Regioselective biotransformation of midazolam by members of the human cytochrome P450 3A (CYP3A) subfamily. Biochem Pharmacol. 1994;47(9):1643–53.PubMedCrossRef Gorski JC, Hall SD, Jones DR, et al. Regioselective biotransformation of midazolam by members of the human cytochrome P450 3A (CYP3A) subfamily. Biochem Pharmacol. 1994;47(9):1643–53.PubMedCrossRef
34.
go back to reference Hakkola J, Pasanen M, Purkunen R, et al. Expression of xenobiotic-metabolizing cytochrome P450 forms in human adult and fetal liver. Biochem Pharmacol. 1994;48(1):59–64.PubMedCrossRef Hakkola J, Pasanen M, Purkunen R, et al. Expression of xenobiotic-metabolizing cytochrome P450 forms in human adult and fetal liver. Biochem Pharmacol. 1994;48(1):59–64.PubMedCrossRef
35.
go back to reference Blake MJ, Gaedigk A, Pearce RE, et al. Ontogeny of dextromethorphan O- and N-demethylation in the first year of life. Clin Pharmacol Ther. 2007;81(4):510–6.PubMedCrossRef Blake MJ, Gaedigk A, Pearce RE, et al. Ontogeny of dextromethorphan O- and N-demethylation in the first year of life. Clin Pharmacol Ther. 2007;81(4):510–6.PubMedCrossRef
36.
37.
go back to reference Johnson TN, Tucker GT, Rostami-Hodjegan A. Development of CYP2D6 and CYP3A4 in the first year of life. Clin Pharmacol Ther. 2008;83(5):670–1.PubMedCrossRef Johnson TN, Tucker GT, Rostami-Hodjegan A. Development of CYP2D6 and CYP3A4 in the first year of life. Clin Pharmacol Ther. 2008;83(5):670–1.PubMedCrossRef
38.
go back to reference Leeder JS, Gaedigk R, Marcucci KA, et al. Variability of CYP3A7 expression in human fetal liver. J Pharmacol Exp Ther. 2005;314(2):626–35.PubMedCrossRef Leeder JS, Gaedigk R, Marcucci KA, et al. Variability of CYP3A7 expression in human fetal liver. J Pharmacol Exp Ther. 2005;314(2):626–35.PubMedCrossRef
39.
go back to reference Johnson TN, Rostami-Hodjegan A, Tucker GT. Prediction of the clearance of eleven drugs and associated variability in neonates, infants and children. Clin Pharmacokinet. 2006;45(9):931–56.PubMedCrossRef Johnson TN, Rostami-Hodjegan A, Tucker GT. Prediction of the clearance of eleven drugs and associated variability in neonates, infants and children. Clin Pharmacokinet. 2006;45(9):931–56.PubMedCrossRef
40.
go back to reference Anderson BJ, Larsson P. A maturation model for midazolam clearance. Paediatr Anaesth. 2011;21(3):302–8.PubMedCrossRef Anderson BJ, Larsson P. A maturation model for midazolam clearance. Paediatr Anaesth. 2011;21(3):302–8.PubMedCrossRef
41.
go back to reference Khandelwal AHAC, Karlsson MO. Influence of correlated covariates on predictive performance for different models. [abstract no. 2220]. PAGE 20; 7-11 Jun 2011; Athens. Khandelwal AHAC, Karlsson MO. Influence of correlated covariates on predictive performance for different models. [abstract no. 2220]. PAGE 20; 7-11 Jun 2011; Athens.
42.
go back to reference Barrett JS, Della Casa Alberighi O, Laer S, et al. Physiologically based pharmacokinetic (PBPK) modeling in children. Clin Pharmacol Ther. 2012;92(1):40–9.PubMedCrossRef Barrett JS, Della Casa Alberighi O, Laer S, et al. Physiologically based pharmacokinetic (PBPK) modeling in children. Clin Pharmacol Ther. 2012;92(1):40–9.PubMedCrossRef
43.
go back to reference Walsky RL, Obach RS, Hyland R, et al. Selective mechanism-based inactivation of CYP3A4 by CYP3cide (PF-04981517) and its utility as an in vitro tool for delineating the relative roles of CYP3A4 versus CYP3A5 in the metabolism of drugs. Drug Metab Dispos. 2012;40(9):1686–97.PubMedCrossRef Walsky RL, Obach RS, Hyland R, et al. Selective mechanism-based inactivation of CYP3A4 by CYP3cide (PF-04981517) and its utility as an in vitro tool for delineating the relative roles of CYP3A4 versus CYP3A5 in the metabolism of drugs. Drug Metab Dispos. 2012;40(9):1686–97.PubMedCrossRef
44.
go back to reference Aitken AE, Morgan ET. Gene-specific effects of inflammatory cytokines on cytochrome P450 2C, 2B6 and 3A4 mRNA levels in human hepatocytes. Drug Metab Dispos. 2007;35(9):1687–93.PubMedCrossRef Aitken AE, Morgan ET. Gene-specific effects of inflammatory cytokines on cytochrome P450 2C, 2B6 and 3A4 mRNA levels in human hepatocytes. Drug Metab Dispos. 2007;35(9):1687–93.PubMedCrossRef
45.
go back to reference Kearney RA, Rosales JK, Howes WJ. Craniosynostosis: an assessment of blood loss and transfusion practices. Can J Anaesth. 1989;36(4):473–7.PubMedCrossRef Kearney RA, Rosales JK, Howes WJ. Craniosynostosis: an assessment of blood loss and transfusion practices. Can J Anaesth. 1989;36(4):473–7.PubMedCrossRef
46.
go back to reference Ince I, de Wildt SN, Tibboel D, et al. Tailor-made drug treatment for children: creation of an infrastructure for data-sharing and population PK-PD modeling. Drug Discov Today. 2009;14(5–6):316–20.PubMedCrossRef Ince I, de Wildt SN, Tibboel D, et al. Tailor-made drug treatment for children: creation of an infrastructure for data-sharing and population PK-PD modeling. Drug Discov Today. 2009;14(5–6):316–20.PubMedCrossRef
47.
go back to reference Tod M, Jullien V, Pons G. Facilitation of drug evaluation in children by population methods and modelling. Clin Pharmacokinet. 2008;47(4):231–43.PubMedCrossRef Tod M, Jullien V, Pons G. Facilitation of drug evaluation in children by population methods and modelling. Clin Pharmacokinet. 2008;47(4):231–43.PubMedCrossRef
48.
go back to reference Krekels EH, DeJongh J, van Lingen RA, et al. Predictive performance of a recently developed population pharmacokinetic model for morphine and its metabolites in new datasets of (preterm) neonates, infants and children. Clin Pharmacokinet. 2011;50(1):51–63.PubMedCrossRef Krekels EH, DeJongh J, van Lingen RA, et al. Predictive performance of a recently developed population pharmacokinetic model for morphine and its metabolites in new datasets of (preterm) neonates, infants and children. Clin Pharmacokinet. 2011;50(1):51–63.PubMedCrossRef
49.
go back to reference Kearns GL, Robinson PK, Wilson JT, et al. Cisapride disposition in neonates and infants: in vivo reflection of cytochrome P450 3A4 ontogeny. Clin Pharmacol Ther. 2003;74(4):312–25.PubMedCrossRef Kearns GL, Robinson PK, Wilson JT, et al. Cisapride disposition in neonates and infants: in vivo reflection of cytochrome P450 3A4 ontogeny. Clin Pharmacol Ther. 2003;74(4):312–25.PubMedCrossRef
Metadata
Title
A Novel Maturation Function for Clearance of the Cytochrome P450 3A Substrate Midazolam from Preterm Neonates to Adults
Authors
Ibrahim Ince
Saskia N. de Wildt
Chengueng Wang
Mariska Y. M. Peeters
Jacobus Burggraaf
Evelyne Jacqz-Aigrain
John N. van den Anker
Dick Tibboel
Meindert Danhof
Catherijne A. J. Knibbe
Publication date
01-07-2013
Publisher
Springer International Publishing AG
Published in
Clinical Pharmacokinetics / Issue 7/2013
Print ISSN: 0312-5963
Electronic ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-013-0050-0

Other articles of this Issue 7/2013

Clinical Pharmacokinetics 7/2013 Go to the issue