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Erschienen in: Clinical Pharmacokinetics 4/2020

05.10.2019 | Original Research Article

Preterm Physiologically Based Pharmacokinetic Model. Part II: Applications of the Model to Predict Drug Pharmacokinetics in the Preterm Population

verfasst von: Khaled Abduljalil, Xian Pan, Amita Pansari, Masoud Jamei, Trevor N. Johnson

Erschienen in: Clinical Pharmacokinetics | Ausgabe 4/2020

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Abstract

Background

Preterm neonates are usually not part of a traditional drug development programme, however they are frequently administered medicines. Developing modelling and simulation tools, such as physiologically based pharmacokinetic (PBPK) models that incorporate developmental physiology and maturation of drug metabolism, can be used to predict drug exposure in this group of patients, and may help to optimize drug dose adjustment.

Objective

The aim of this study was to assess and verify the predictability of a preterm PBPK model using compounds that undergo diverse renal and/or hepatic clearance based on the knowledge of their disposition in adults.

Methods

A PBPK model was developed in the Simcyp Simulator V17 to predict the pharmacokinetics (PK) of drugs in preterm neonates. Drug parameters for alfentanil, midazolam, caffeine, ibuprofen, gentamicin and vancomycin were collated from the literature. Predicted PK parameters and profiles were compared against the observed data.

Results

The preterm PBPK model predicted the PK changes of the six compounds using ontogeny functions for cytochrome P450 (CYP) 1A2, CYP2C9 and CYP3A4 after oral and intravenous administrations. For gentamicin and vancomycin, the maturation of renal function was able to predict the exposure of these two compounds after intravenous administration. All PK parameter predictions were within a twofold error criteria.

Conclusion

While the developed preterm model for the prediction of PK behaviour in preterm patients is not intended to replace clinical studies, it can potentially help with deciding on first-time dosing in this population and study design in the absence of clinical data.
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Literatur
1.
Zurück zum Zitat Allegaert K. Better medicines for neonates: Improving medicine development, testing, and prescribing. Early Hum Dev. 2017;114:22–5.PubMed Allegaert K. Better medicines for neonates: Improving medicine development, testing, and prescribing. Early Hum Dev. 2017;114:22–5.PubMed
2.
Zurück zum Zitat Girardi A, Galletti S, Raschi E, Koci A, Poluzzi E, Faldella G, et al. Pattern of drug use among preterm neonates: results from an Italian neonatal intensive care unit. Ital J Pediatr. 2017;43:37.PubMedPubMedCentral Girardi A, Galletti S, Raschi E, Koci A, Poluzzi E, Faldella G, et al. Pattern of drug use among preterm neonates: results from an Italian neonatal intensive care unit. Ital J Pediatr. 2017;43:37.PubMedPubMedCentral
5.
Zurück zum Zitat Leroux S, Zhao W, Betremieux P, Pladys P, Saliba E, Jacqz-Aigrain E, et al. Therapeutic guidelines for prescribing antibiotics in neonates should be evidence-based: a French national survey. Arch Dis Child. 2015;100:394–8.PubMed Leroux S, Zhao W, Betremieux P, Pladys P, Saliba E, Jacqz-Aigrain E, et al. Therapeutic guidelines for prescribing antibiotics in neonates should be evidence-based: a French national survey. Arch Dis Child. 2015;100:394–8.PubMed
6.
Zurück zum Zitat Girardi A, Raschi E, Galletti S, Poluzzi E, Faldella G, Allegaert K, et al. Drug-induced renal damage in preterm neonates: state of the art and methods for early detection. Drug Saf. 2015;38:535–51.PubMedPubMedCentral Girardi A, Raschi E, Galletti S, Poluzzi E, Faldella G, Allegaert K, et al. Drug-induced renal damage in preterm neonates: state of the art and methods for early detection. Drug Saf. 2015;38:535–51.PubMedPubMedCentral
7.
Zurück zum Zitat Shah PS, Dunn M, Lee SK, Allen AC, Singhal N, Canadian Neonatal N. Early opioid infusion and neonatal outcomes in preterm neonates ≤ 28 weeks’ gestation. Am J Perinatol. 2011;28:361–6.PubMed Shah PS, Dunn M, Lee SK, Allen AC, Singhal N, Canadian Neonatal N. Early opioid infusion and neonatal outcomes in preterm neonates ≤ 28 weeks’ gestation. Am J Perinatol. 2011;28:361–6.PubMed
10.
Zurück zum Zitat Madadi P, Ross CJ, Hayden MR, Carleton BC, Gaedigk A, Leeder JS, et al. Pharmacogenetics of neonatal opioid toxicity following maternal use of codeine during breastfeeding: a case-control study. Clin Pharmacol Ther. 2009;85:31–5.PubMed Madadi P, Ross CJ, Hayden MR, Carleton BC, Gaedigk A, Leeder JS, et al. Pharmacogenetics of neonatal opioid toxicity following maternal use of codeine during breastfeeding: a case-control study. Clin Pharmacol Ther. 2009;85:31–5.PubMed
11.
Zurück zum Zitat McPherson C, Haslam M, Pineda R, Rogers C, Neil JJ, Inder TE. Brain injury and development in preterm infants exposed to fentanyl. Ann Pharmacother. 2015;49:1291–7.PubMedPubMedCentral McPherson C, Haslam M, Pineda R, Rogers C, Neil JJ, Inder TE. Brain injury and development in preterm infants exposed to fentanyl. Ann Pharmacother. 2015;49:1291–7.PubMedPubMedCentral
12.
Zurück zum Zitat Friis-Hansen B. Body water compartments in children: changes during growth and related changes in body composition. Pediatrics. 1961;28:169–81.PubMed Friis-Hansen B. Body water compartments in children: changes during growth and related changes in body composition. Pediatrics. 1961;28:169–81.PubMed
13.
Zurück zum Zitat Fuchs A, Guidi M, Giannoni E, Werner D, Buclin T, Widmer N, et al. Population pharmacokinetic study of gentamicin in a large cohort of premature and term neonates. Br J Clin Pharmacol. 2014;78:1090–101.PubMedPubMedCentral Fuchs A, Guidi M, Giannoni E, Werner D, Buclin T, Widmer N, et al. Population pharmacokinetic study of gentamicin in a large cohort of premature and term neonates. Br J Clin Pharmacol. 2014;78:1090–101.PubMedPubMedCentral
14.
Zurück zum Zitat Gonzalez D, Delmore P, Bloom BT, Cotten CM, Poindexter BB, McGowan E, et al. Clindamycin pharmacokinetics and safety in preterm and term infants. Antimicrob Agents Chemother. 2016;60:2888–94.PubMedPubMedCentral Gonzalez D, Delmore P, Bloom BT, Cotten CM, Poindexter BB, McGowan E, et al. Clindamycin pharmacokinetics and safety in preterm and term infants. Antimicrob Agents Chemother. 2016;60:2888–94.PubMedPubMedCentral
15.
Zurück zum Zitat Ward RM, Benjamin D, Barrett JS, Allegaert K, Portman R, Davis JM, et al. Safety, dosing, and pharmaceutical quality for studies that evaluate medicinal products (including biological products) in neonates. Pediatr Res. 2017;81:692–711.PubMed Ward RM, Benjamin D, Barrett JS, Allegaert K, Portman R, Davis JM, et al. Safety, dosing, and pharmaceutical quality for studies that evaluate medicinal products (including biological products) in neonates. Pediatr Res. 2017;81:692–711.PubMed
16.
Zurück zum Zitat Ku LC, Smith PB. Dosing in neonates: special considerations in physiology and trial design. Pediatr Res. 2015;77:2–9.PubMed Ku LC, Smith PB. Dosing in neonates: special considerations in physiology and trial design. Pediatr Res. 2015;77:2–9.PubMed
17.
Zurück zum Zitat Jamei M, Marciniak S, Feng K, Barnett A, Tucker G, Rostami-Hodjegan A. The Simcyp population-based ADME simulator. Expert Opin Drug Metab Toxicol. 2009;5:211–23.PubMed Jamei M, Marciniak S, Feng K, Barnett A, Tucker G, Rostami-Hodjegan A. The Simcyp population-based ADME simulator. Expert Opin Drug Metab Toxicol. 2009;5:211–23.PubMed
18.
Zurück zum Zitat Shebley M, Sandhu P, Emami Riedmaier A, Jamei M, Narayanan R, Patel A, et al. Physiologically based pharmacokinetic model qualification and reporting procedures for regulatory submissions: a consortium perspective. Clin Pharmacol Ther. 2018;104:88–110.PubMedPubMedCentral Shebley M, Sandhu P, Emami Riedmaier A, Jamei M, Narayanan R, Patel A, et al. Physiologically based pharmacokinetic model qualification and reporting procedures for regulatory submissions: a consortium perspective. Clin Pharmacol Ther. 2018;104:88–110.PubMedPubMedCentral
19.
Zurück zum Zitat Luzon E, Blake K, Cole S, Nordmark A, Versantvoort C, Berglund EG. Physiologically based pharmacokinetic modeling in regulatory decision-making at the European Medicines Agency. Clin Pharmacol Ther. 2016;102:98–105.PubMed Luzon E, Blake K, Cole S, Nordmark A, Versantvoort C, Berglund EG. Physiologically based pharmacokinetic modeling in regulatory decision-making at the European Medicines Agency. Clin Pharmacol Ther. 2016;102:98–105.PubMed
20.
Zurück zum Zitat Wagner C, Zhao P, Pan Y, Hsu V, Grillo J, Huang SM, et al. Application of physiologically based pharmacokinetic (PBPK) modeling to support dose selection: report of an FDA public workshop on PBPK. CPT Pharmacometr Syst Pharmacol. 2015;4:226–30. Wagner C, Zhao P, Pan Y, Hsu V, Grillo J, Huang SM, et al. Application of physiologically based pharmacokinetic (PBPK) modeling to support dose selection: report of an FDA public workshop on PBPK. CPT Pharmacometr Syst Pharmacol. 2015;4:226–30.
21.
Zurück zum Zitat Brussee JM, Yu H, Krekels EHJ, de Roos B, Brill MJE, van den Anker JN, et al. First-pass CYP3A-mediated metabolism of midazolam in the gut wall and liver in preterm neonates. CPT Pharmacometr Syst Pharmacol. 2018;7:374–83. Brussee JM, Yu H, Krekels EHJ, de Roos B, Brill MJE, van den Anker JN, et al. First-pass CYP3A-mediated metabolism of midazolam in the gut wall and liver in preterm neonates. CPT Pharmacometr Syst Pharmacol. 2018;7:374–83.
22.
Zurück zum Zitat Emoto C, Johnson TN, Neuhoff S, Hahn D, Vinks AA, Fukuda T. PBPK model of morphine incorporating developmental changes in hepatic OCT1 and UGT2B7 proteins to explain the variability in clearances in neonates and small infants. CPT Pharmacometr Syst Pharmacol. 2018;7:464–73. Emoto C, Johnson TN, Neuhoff S, Hahn D, Vinks AA, Fukuda T. PBPK model of morphine incorporating developmental changes in hepatic OCT1 and UGT2B7 proteins to explain the variability in clearances in neonates and small infants. CPT Pharmacometr Syst Pharmacol. 2018;7:464–73.
23.
Zurück zum Zitat Michelet R, Van Bocxlaer J, Allegaert K, Vermeulen A. The use of PBPK modeling across the pediatric age range using propofol as a case. J Pharmacokinet Pharmacodyn. 2018;45:765–85.PubMed Michelet R, Van Bocxlaer J, Allegaert K, Vermeulen A. The use of PBPK modeling across the pediatric age range using propofol as a case. J Pharmacokinet Pharmacodyn. 2018;45:765–85.PubMed
24.
Zurück zum Zitat 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;45:931–56.PubMed 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;45:931–56.PubMed
25.
Zurück zum Zitat Templeton IE, Jones NS, Musib L. Pediatric dose selection and utility of PBPK in determining dose. AAPS J. 2018;20:31.PubMed Templeton IE, Jones NS, Musib L. Pediatric dose selection and utility of PBPK in determining dose. AAPS J. 2018;20:31.PubMed
27.
Zurück zum Zitat Berezhkovskiy LM. Volume of distribution at steady state for a linear pharmacokinetic system with peripheral elimination. J Pharm Sci. 2004;93:1628–40.PubMed Berezhkovskiy LM. Volume of distribution at steady state for a linear pharmacokinetic system with peripheral elimination. J Pharm Sci. 2004;93:1628–40.PubMed
28.
Zurück zum Zitat Rodgers T, Rowland M. Physiologically based pharmacokinetic modelling 2: predicting the tissue distribution of acids, very weak bases, neutrals and zwitterions. J Pharm Sci. 2006;95:1238–57.PubMed Rodgers T, Rowland M. Physiologically based pharmacokinetic modelling 2: predicting the tissue distribution of acids, very weak bases, neutrals and zwitterions. J Pharm Sci. 2006;95:1238–57.PubMed
29.
Zurück zum Zitat Schuttler J, Stoeckel H. Clinical pharmacokinetics of alfentanyl (author’s transl) [in German]. Anaesthesist. 1982;31:10–4.PubMed Schuttler J, Stoeckel H. Clinical pharmacokinetics of alfentanyl (author’s transl) [in German]. Anaesthesist. 1982;31:10–4.PubMed
30.
Zurück zum Zitat Meuldermans W, Van Peer A, Hendrickx J, Woestenborghs R, Lauwers W, Heykants J, et al. Alfentanil pharmacokinetics and metabolism in humans. Anesthesiology. 1988;69:527–34.PubMed Meuldermans W, Van Peer A, Hendrickx J, Woestenborghs R, Lauwers W, Heykants J, et al. Alfentanil pharmacokinetics and metabolism in humans. Anesthesiology. 1988;69:527–34.PubMed
31.
Zurück zum Zitat Kharasch ED, Walker A, Isoherranen N, Hoffer C, Sheffels P, Thummel K, et al. Influence of CYP3A5 genotype on the pharmacokinetics and pharmacodynamics of the cytochrome P4503A probes alfentanil and midazolam. Clin Pharmacol Ther. 2007;82:410–26.PubMed Kharasch ED, Walker A, Isoherranen N, Hoffer C, Sheffels P, Thummel K, et al. Influence of CYP3A5 genotype on the pharmacokinetics and pharmacodynamics of the cytochrome P4503A probes alfentanil and midazolam. Clin Pharmacol Ther. 2007;82:410–26.PubMed
32.
Zurück zum Zitat Labroo R, Kharasch ED. Gas chromatographic-mass spectrometric analysis of alfentanil metabolites. Application to human liver microsomal alfentanil biotransformation. J Chromatogr B Biomed Appl. 1994;660:85–94. Labroo R, Kharasch ED. Gas chromatographic-mass spectrometric analysis of alfentanil metabolites. Application to human liver microsomal alfentanil biotransformation. J Chromatogr B Biomed Appl. 1994;660:85–94.
33.
Zurück zum Zitat Kharasch ED, Hoffer C, Whittington D, Walker A, Bedynek PS. Methadone pharmacokinetics are independent of cytochrome P4503A (CYP3A) activity and gastrointestinal drug transport: insights from methadone interactions with ritonavir/indinavir. Anesthesiology. 2009;110:660–72.PubMed Kharasch ED, Hoffer C, Whittington D, Walker A, Bedynek PS. Methadone pharmacokinetics are independent of cytochrome P4503A (CYP3A) activity and gastrointestinal drug transport: insights from methadone interactions with ritonavir/indinavir. Anesthesiology. 2009;110:660–72.PubMed
34.
Zurück zum Zitat Mather LE. Clinical pharmacokinetics of fentanyl and its newer derivatives. Clin Pharmacokinet. 1983;8:422–46.PubMed Mather LE. Clinical pharmacokinetics of fentanyl and its newer derivatives. Clin Pharmacokinet. 1983;8:422–46.PubMed
35.
Zurück zum Zitat Meuldermans WE, Hurkmans RM, Heykants JJ. Plasma protein binding and distribution of fentanyl, sufentanil, alfentanil and lofentanil in blood. Arch Int Pharmacodyn Ther. 1982;257:4–19.PubMed Meuldermans WE, Hurkmans RM, Heykants JJ. Plasma protein binding and distribution of fentanyl, sufentanil, alfentanil and lofentanil in blood. Arch Int Pharmacodyn Ther. 1982;257:4–19.PubMed
36.
Zurück zum Zitat Beaumont K, Gardner I, Chapman K, Hall M, Rowland M. Toward an integrated human clearance prediction strategy that minimizes animal use. J Pharm Sci. 2011;100:4518–35.PubMed Beaumont K, Gardner I, Chapman K, Hall M, Rowland M. Toward an integrated human clearance prediction strategy that minimizes animal use. J Pharm Sci. 2011;100:4518–35.PubMed
37.
Zurück zum Zitat Bower S, Hull CJ. Comparative pharmacokinetics of fentanyl and alfentanil. Br J Anaesth. 1982;54:871–7.PubMed Bower S, Hull CJ. Comparative pharmacokinetics of fentanyl and alfentanil. Br J Anaesth. 1982;54:871–7.PubMed
38.
Zurück zum Zitat Meuldermans W, Woestenborghs R, Noorduin H, Camu F, van Steenberge A, Heykants J. Protein binding of the analgesics alfentanil and sufentanil in maternal and neonatal plasma. Eur J Clin Pharmacol. 1986;30:217–9.PubMed Meuldermans W, Woestenborghs R, Noorduin H, Camu F, van Steenberge A, Heykants J. Protein binding of the analgesics alfentanil and sufentanil in maternal and neonatal plasma. Eur J Clin Pharmacol. 1986;30:217–9.PubMed
39.
Zurück zum Zitat Lacroix D, Sonnier M, Moncion A, Cheron G, Cresteil T. Expression of CYP3A in the human liver–evidence that the shift between CYP3A7 and CYP3A4 occurs immediately after birth. Eur J Biochem. 1997;247:625–34.PubMed Lacroix D, Sonnier M, Moncion A, Cheron G, Cresteil T. Expression of CYP3A in the human liver–evidence that the shift between CYP3A7 and CYP3A4 occurs immediately after birth. Eur J Biochem. 1997;247:625–34.PubMed
40.
Zurück zum Zitat Stevens JC, Hines RN, Gu C, Koukouritaki SB, Manro JR, Tandler PJ, et al. Developmental expression of the major human hepatic CYP3A enzymes. J Pharmacol Exp Ther. 2003;307:573–82.PubMed Stevens JC, Hines RN, Gu C, Koukouritaki SB, Manro JR, Tandler PJ, et al. Developmental expression of the major human hepatic CYP3A enzymes. J Pharmacol Exp Ther. 2003;307:573–82.PubMed
41.
Zurück zum Zitat Hines RN. Ontogeny of human hepatic cytochromes P450. J Biochem Mol Toxicol. 2007;21:169–75.PubMed Hines RN. Ontogeny of human hepatic cytochromes P450. J Biochem Mol Toxicol. 2007;21:169–75.PubMed
42.
Zurück zum Zitat Davis PJ, Killian A, Stiller RL, Cook DR, Guthrie RD, Scierka AM. Pharmacokinetics of alfentanil in newborn premature infants and older children. Dev Pharmacol Ther. 1989;13:21–7.PubMed Davis PJ, Killian A, Stiller RL, Cook DR, Guthrie RD, Scierka AM. Pharmacokinetics of alfentanil in newborn premature infants and older children. Dev Pharmacol Ther. 1989;13:21–7.PubMed
43.
Zurück zum Zitat Wiest DB, Ohning BL, Garner SS. The disposition of alfentanil in neonates with respiratory distress. Pharmacotherapy. 1991;11:308–11.PubMed Wiest DB, Ohning BL, Garner SS. The disposition of alfentanil in neonates with respiratory distress. Pharmacotherapy. 1991;11:308–11.PubMed
44.
Zurück zum Zitat Allonen H, Ziegler G, Klotz U. Midazolam kinetics. Clin Pharmacol Ther. 1981;30:653–61.PubMed Allonen H, Ziegler G, Klotz U. Midazolam kinetics. Clin Pharmacol Ther. 1981;30:653–61.PubMed
45.
Zurück zum Zitat Kupferschmidt HH, Ha HR, Ziegler WH, Meier PJ, Krahenbuhl S. Interaction between grapefruit juice and midazolam in humans. Clin Pharmacol Ther. 1995;58:20–8.PubMed Kupferschmidt HH, Ha HR, Ziegler WH, Meier PJ, Krahenbuhl S. Interaction between grapefruit juice and midazolam in humans. Clin Pharmacol Ther. 1995;58:20–8.PubMed
46.
Zurück zum Zitat Vyhlidal CA, Pearce RE, Gaedigk R, Calamia JC, Shuster DL, Thummel KE, et al. Variability in expression of CYP3A5 in human fetal liver. Drug Metab Dispos. 2015;43:1286–93.PubMedPubMedCentral Vyhlidal CA, Pearce RE, Gaedigk R, Calamia JC, Shuster DL, Thummel KE, et al. Variability in expression of CYP3A5 in human fetal liver. Drug Metab Dispos. 2015;43:1286–93.PubMedPubMedCentral
47.
Zurück zum Zitat de Wildt SN, Kearns GL, Hop WC, Murry DJ, Abdel-Rahman SM, van den Anker JN. Pharmacokinetics and metabolism of intravenous midazolam in preterm infants. Clin Pharmacol Ther. 2001;70:525–31.PubMed de Wildt SN, Kearns GL, Hop WC, Murry DJ, Abdel-Rahman SM, van den Anker JN. Pharmacokinetics and metabolism of intravenous midazolam in preterm infants. Clin Pharmacol Ther. 2001;70:525–31.PubMed
48.
Zurück zum Zitat de Wildt SN, Kearns GL, Hop WC, Murry DJ, Abdel-Rahman SM, van den Anker JN. Pharmacokinetics and metabolism of oral midazolam in preterm infants. Br J Clin Pharmacol. 2002;53:390–2.PubMedPubMedCentral de Wildt SN, Kearns GL, Hop WC, Murry DJ, Abdel-Rahman SM, van den Anker JN. Pharmacokinetics and metabolism of oral midazolam in preterm infants. Br J Clin Pharmacol. 2002;53:390–2.PubMedPubMedCentral
49.
Zurück zum Zitat Charles BG, Townsend SR, Steer PA, Flenady VJ, Gray PH, Shearman A. Caffeine citrate treatment for extremely premature infants with apnea: population pharmacokinetics, absolute bioavailability, and implications for therapeutic drug monitoring. Ther Drug Monit. 2008;30:709–16.PubMed Charles BG, Townsend SR, Steer PA, Flenady VJ, Gray PH, Shearman A. Caffeine citrate treatment for extremely premature infants with apnea: population pharmacokinetics, absolute bioavailability, and implications for therapeutic drug monitoring. Ther Drug Monit. 2008;30:709–16.PubMed
50.
Zurück zum Zitat Gorodischer R, Karplus M. Pharmacokinetic aspects of caffeine in premature infants with apnoea. Eur J Clin Pharmacol. 1982;22:47–52.PubMed Gorodischer R, Karplus M. Pharmacokinetic aspects of caffeine in premature infants with apnoea. Eur J Clin Pharmacol. 1982;22:47–52.PubMed
51.
Zurück zum Zitat Salem F, Johnson TN, Abduljalil K, Tucker GT, Rostami-Hodjegan A. A re-evaluation and validation of ontogeny functions for cytochrome P450 1A2 and 3A4 based on in vivo data. Clin Pharmacokinet. 2014;53:625–36.PubMed Salem F, Johnson TN, Abduljalil K, Tucker GT, Rostami-Hodjegan A. A re-evaluation and validation of ontogeny functions for cytochrome P450 1A2 and 3A4 based on in vivo data. Clin Pharmacokinet. 2014;53:625–36.PubMed
52.
Zurück zum Zitat Kuehl GE, Lampe JW, Potter JD, Bigler J. Glucuronidation of nonsteroidal anti-inflammatory drugs: identifying the enzymes responsible in human liver microsomes. Drug Metab Dispos. 2005;33:1027–35.PubMed Kuehl GE, Lampe JW, Potter JD, Bigler J. Glucuronidation of nonsteroidal anti-inflammatory drugs: identifying the enzymes responsible in human liver microsomes. Drug Metab Dispos. 2005;33:1027–35.PubMed
53.
Zurück zum Zitat Chang SY, Li W, Traeger SC, Wang B, Cui D, Zhang H, et al. Confirmation that cytochrome P450 2C8 (CYP2C8) plays a minor role in (S)-(+)- and (R)-(−)-ibuprofen hydroxylation in vitro. Drug Metab Dispos. 2008;36:2513–22.PubMed Chang SY, Li W, Traeger SC, Wang B, Cui D, Zhang H, et al. Confirmation that cytochrome P450 2C8 (CYP2C8) plays a minor role in (S)-(+)- and (R)-(−)-ibuprofen hydroxylation in vitro. Drug Metab Dispos. 2008;36:2513–22.PubMed
54.
Zurück zum Zitat Beloica S, Cvijic S, Bogataj M, Parojcic J. In vitro-in vivo-in silico approach in biopharmaceutical characterization of ibuprofen IR and SR tablets. Eur J Pharm Sci. 2015;75:151–9.PubMed Beloica S, Cvijic S, Bogataj M, Parojcic J. In vitro-in vivo-in silico approach in biopharmaceutical characterization of ibuprofen IR and SR tablets. Eur J Pharm Sci. 2015;75:151–9.PubMed
55.
Zurück zum Zitat Aranda JV, Varvarigou A, Beharry K, Bansal R, Bardin C, Modanlou H, et al. Pharmacokinetics and protein binding of intravenous ibuprofen in the premature newborn infant. Acta Paediatr. 1997;86:289–93.PubMed Aranda JV, Varvarigou A, Beharry K, Bansal R, Bardin C, Modanlou H, et al. Pharmacokinetics and protein binding of intravenous ibuprofen in the premature newborn infant. Acta Paediatr. 1997;86:289–93.PubMed
56.
Zurück zum Zitat Rainsford K. Ibuprofen: pharmacology, efficacy and safety. Inflammopharmacology. 2009;17:275–342.PubMed Rainsford K. Ibuprofen: pharmacology, efficacy and safety. Inflammopharmacology. 2009;17:275–342.PubMed
57.
Zurück zum Zitat Hirt D, Van Overmeire B, Treluyer JM, Langhendries JP, Marguglio A, Eisinger MJ, et al. An optimized ibuprofen dosing scheme for preterm neonates with patent ductus arteriosus, based on a population pharmacokinetic and pharmacodynamic study. Br J Clin Pharmacol. 2008;65:629–36.PubMedPubMedCentral Hirt D, Van Overmeire B, Treluyer JM, Langhendries JP, Marguglio A, Eisinger MJ, et al. An optimized ibuprofen dosing scheme for preterm neonates with patent ductus arteriosus, based on a population pharmacokinetic and pharmacodynamic study. Br J Clin Pharmacol. 2008;65:629–36.PubMedPubMedCentral
58.
Zurück zum Zitat Van Overmeire B, Touw D, Schepens PJ, Kearns GL, van den Anker JN. Ibuprofen pharmacokinetics in preterm infants with patent ductus arteriosus. Clin Pharmacol Ther. 2001;70:336–43.PubMed Van Overmeire B, Touw D, Schepens PJ, Kearns GL, van den Anker JN. Ibuprofen pharmacokinetics in preterm infants with patent ductus arteriosus. Clin Pharmacol Ther. 2001;70:336–43.PubMed
59.
Zurück zum Zitat Barzilay B, Youngster I, Batash D, Keidar R, Baram S, Goldman M, et al. Pharmacokinetics of oral ibuprofen for patent ductus arteriosus closure in preterm infants. Arch Dis Child Fetal Neonatal Ed. 2012;97:F116–9.PubMed Barzilay B, Youngster I, Batash D, Keidar R, Baram S, Goldman M, et al. Pharmacokinetics of oral ibuprofen for patent ductus arteriosus closure in preterm infants. Arch Dis Child Fetal Neonatal Ed. 2012;97:F116–9.PubMed
60.
Zurück zum Zitat Sharma PK, Garg SK, Narang A. Pharmacokinetics of oral ibuprofen in premature infants. J Clin Pharmacol. 2003;43:968–73.PubMed Sharma PK, Garg SK, Narang A. Pharmacokinetics of oral ibuprofen in premature infants. J Clin Pharmacol. 2003;43:968–73.PubMed
61.
Zurück zum Zitat Yang J, Jamei M, Yeo KR, Tucker GT, Rostami-Hodjegan A. Prediction of intestinal first-pass drug metabolism. Curr Drug Metab. 2007;8:676–84.PubMed Yang J, Jamei M, Yeo KR, Tucker GT, Rostami-Hodjegan A. Prediction of intestinal first-pass drug metabolism. Curr Drug Metab. 2007;8:676–84.PubMed
62.
Zurück zum Zitat Lee MG, Chen ML, Huang SM, Chiou WL. Pharmacokinetics of drugs in blood. I. Unusual distribution of gentamicin. Biopharm Drug Dispos. 1981;2:89–97. Lee MG, Chen ML, Huang SM, Chiou WL. Pharmacokinetics of drugs in blood. I. Unusual distribution of gentamicin. Biopharm Drug Dispos. 1981;2:89–97.
63.
Zurück zum Zitat Goodman LS, Hardman JG, Limbird LE, Gilman AG. Goodman & Gilman’s the pharmacological basis of therapeutics. 10th ed. New York: McGraw-Hill; 2001. Goodman LS, Hardman JG, Limbird LE, Gilman AG. Goodman & Gilman’s the pharmacological basis of therapeutics. 10th ed. New York: McGraw-Hill; 2001.
64.
Zurück zum Zitat Dickson CJ, Schwartzman MS, Bertino JS Jr. Factors affecting aminoglycoside disposition: effects of circadian rhythm and dietary protein intake on gentamicin pharmacokinetics. Clin Pharmacol Ther. 1986;39:325–8.PubMed Dickson CJ, Schwartzman MS, Bertino JS Jr. Factors affecting aminoglycoside disposition: effects of circadian rhythm and dietary protein intake on gentamicin pharmacokinetics. Clin Pharmacol Ther. 1986;39:325–8.PubMed
65.
Zurück zum Zitat Nielsen EI, Sandstrom M, Honore PH, Ewald U, Friberg LE. Developmental pharmacokinetics of gentamicin in preterm and term neonates: population modelling of a prospective study. Clin Pharmacokinet. 2009;48:253–63.PubMed Nielsen EI, Sandstrom M, Honore PH, Ewald U, Friberg LE. Developmental pharmacokinetics of gentamicin in preterm and term neonates: population modelling of a prospective study. Clin Pharmacokinet. 2009;48:253–63.PubMed
66.
Zurück zum Zitat Krishnan L, George SA. Gentamicin therapy in preterms: a comparison of two dosage regimens. Indian Pediatr. 1997;34:1075–80.PubMed Krishnan L, George SA. Gentamicin therapy in preterms: a comparison of two dosage regimens. Indian Pediatr. 1997;34:1075–80.PubMed
67.
Zurück zum Zitat Shin WG, Lee MG, Lee MH, Kim ND. Pharmacokinetics of drugs in blood. VII: Unusual distribution and blood storage effect of vancomycin. Biopharm Drug Dispos. 1992;13:305–10. Shin WG, Lee MG, Lee MH, Kim ND. Pharmacokinetics of drugs in blood. VII: Unusual distribution and blood storage effect of vancomycin. Biopharm Drug Dispos. 1992;13:305–10.
68.
Zurück zum Zitat Kees MG, Wicha SG, Seefeld A, Kees F, Kloft C. Unbound fraction of vancomycin in intensive care unit patients. J Clin Pharmacol. 2014;54:318–23.PubMed Kees MG, Wicha SG, Seefeld A, Kees F, Kloft C. Unbound fraction of vancomycin in intensive care unit patients. J Clin Pharmacol. 2014;54:318–23.PubMed
69.
Zurück zum Zitat Matzke GR, McGory RW, Halstenson CE, Keane WF. Pharmacokinetics of vancomycin in patients with various degrees of renal function. Antimicrob Agents Chemother. 1984;25:433–7.PubMedPubMedCentral Matzke GR, McGory RW, Halstenson CE, Keane WF. Pharmacokinetics of vancomycin in patients with various degrees of renal function. Antimicrob Agents Chemother. 1984;25:433–7.PubMedPubMedCentral
70.
Zurück zum Zitat Schaad UB, McCracken GH Jr, Nelson JD. Clinical pharmacology and efficacy of vancomycin in pediatric patients. J Pediatr. 1980;96:119–26.PubMed Schaad UB, McCracken GH Jr, Nelson JD. Clinical pharmacology and efficacy of vancomycin in pediatric patients. J Pediatr. 1980;96:119–26.PubMed
71.
Zurück zum Zitat Reed MD, Kliegman RM, Weiner JS, Huang M, Yamashita TS, Blumer JL. The clinical pharmacology of vancomycin in seriously ill preterm infants. Pediatr Res. 1987;22:360–3.PubMed Reed MD, Kliegman RM, Weiner JS, Huang M, Yamashita TS, Blumer JL. The clinical pharmacology of vancomycin in seriously ill preterm infants. Pediatr Res. 1987;22:360–3.PubMed
72.
Zurück zum Zitat Asbury WH, Darsey EH, Rose WB, Murphy JE, Buffington DE, Capers CC. Vancomycin pharmacokinetics in neonates and infants: a retrospective evaluation. Ann Pharmacother. 1993;27:490–6.PubMed Asbury WH, Darsey EH, Rose WB, Murphy JE, Buffington DE, Capers CC. Vancomycin pharmacokinetics in neonates and infants: a retrospective evaluation. Ann Pharmacother. 1993;27:490–6.PubMed
73.
Zurück zum Zitat Capparelli EV, Lane JR, Romanowski GL, McFeely EJ, Murray W, Sousa P, et al. The influences of renal function and maturation on vancomycin elimination in newborns and infants. J Clin Pharmacol. 2001;41:927–34.PubMed Capparelli EV, Lane JR, Romanowski GL, McFeely EJ, Murray W, Sousa P, et al. The influences of renal function and maturation on vancomycin elimination in newborns and infants. J Clin Pharmacol. 2001;41:927–34.PubMed
74.
Zurück zum Zitat Killian A, Davis PJ, Stiller RL, Cicco R, Cook DR, Guthrie RD. Influence of gestational age on pharmacokinetics of alfentanil in neonates. Dev Pharmacol Ther. 1990;15:82–5.PubMed Killian A, Davis PJ, Stiller RL, Cicco R, Cook DR, Guthrie RD. Influence of gestational age on pharmacokinetics of alfentanil in neonates. Dev Pharmacol Ther. 1990;15:82–5.PubMed
75.
Zurück zum Zitat Marlow N, Weindling AM, Van Peer A, Heykants J. Alfentanil pharmacokinetics in preterm infants. Arch Dis Child. 1990;65:349–51.PubMedPubMedCentral Marlow N, Weindling AM, Van Peer A, Heykants J. Alfentanil pharmacokinetics in preterm infants. Arch Dis Child. 1990;65:349–51.PubMedPubMedCentral
76.
Zurück zum Zitat Jacqz-Aigrain E, Daoud P, Burtin P, Desplanques L, Beaufils F. Placebo-controlled trial of midazolam sedation in mechanically ventilated newborn babies. Lancet. 1994;344:646–50.PubMed Jacqz-Aigrain E, Daoud P, Burtin P, Desplanques L, Beaufils F. Placebo-controlled trial of midazolam sedation in mechanically ventilated newborn babies. Lancet. 1994;344:646–50.PubMed
77.
Zurück zum Zitat Ince I, de Wildt SN, Wang C, Peeters MY, Burggraaf J, Jacqz-Aigrain E, et al. A novel maturation function for clearance of the cytochrome P450 3A substrate midazolam from preterm neonates to adults. Clin Pharmacokinet. 2013;52:555–65.PubMed Ince I, de Wildt SN, Wang C, Peeters MY, Burggraaf J, Jacqz-Aigrain E, et al. A novel maturation function for clearance of the cytochrome P450 3A substrate midazolam from preterm neonates to adults. Clin Pharmacokinet. 2013;52:555–65.PubMed
78.
Zurück zum Zitat Mansoor N, Ahmad T, Alam Khan R, Sharib SM, Mahmood I. Prediction of clearance and dose of midazolam in preterm and term neonates: a comparative study between allometric scaling and physiologically based pharmacokinetic modeling. Am J Ther. 2016;26:e32–7. Mansoor N, Ahmad T, Alam Khan R, Sharib SM, Mahmood I. Prediction of clearance and dose of midazolam in preterm and term neonates: a comparative study between allometric scaling and physiologically based pharmacokinetic modeling. Am J Ther. 2016;26:e32–7.
79.
Zurück zum Zitat Leon AE, Michienzi K, Ma CX, Hutchison AA. Serum caffeine concentrations in preterm neonates. Am J Perinatol. 2007;24:39–47.PubMed Leon AE, Michienzi K, Ma CX, Hutchison AA. Serum caffeine concentrations in preterm neonates. Am J Perinatol. 2007;24:39–47.PubMed
80.
Zurück zum Zitat Touw DJ, Proost JH, Stevens R, Lafeber HN, van Weissenbruch MM. Gentamicin pharmacokinetics in preterm infants with a patent and a closed ductus arteriosus. Pharm World Sci. 2001;23:200–4.PubMed Touw DJ, Proost JH, Stevens R, Lafeber HN, van Weissenbruch MM. Gentamicin pharmacokinetics in preterm infants with a patent and a closed ductus arteriosus. Pharm World Sci. 2001;23:200–4.PubMed
81.
Zurück zum Zitat Rocha MJ, Almeida AM, Afonso E, Martins V, Santos J, Leitao F, et al. The kinetic profile of gentamicin in premature neonates. J Pharm Pharmacol. 2000;52:1091–7.PubMed Rocha MJ, Almeida AM, Afonso E, Martins V, Santos J, Leitao F, et al. The kinetic profile of gentamicin in premature neonates. J Pharm Pharmacol. 2000;52:1091–7.PubMed
82.
Zurück zum Zitat Edginton AN, Schmitt W, Voith B, Willmann S. A mechanistic approach for the scaling of clearance in children. Clin Pharmacokinet. 2006;45:683–704.PubMed Edginton AN, Schmitt W, Voith B, Willmann S. A mechanistic approach for the scaling of clearance in children. Clin Pharmacokinet. 2006;45:683–704.PubMed
83.
Zurück zum Zitat Anand KJ, Anderson BJ, Holford NH, Hall RW, Young T, Shephard B, et al. Morphine pharmacokinetics and pharmacodynamics in preterm and term neonates: secondary results from the NEOPAIN trial. Br J Anaesth. 2008;101:680–9.PubMedPubMedCentral Anand KJ, Anderson BJ, Holford NH, Hall RW, Young T, Shephard B, et al. Morphine pharmacokinetics and pharmacodynamics in preterm and term neonates: secondary results from the NEOPAIN trial. Br J Anaesth. 2008;101:680–9.PubMedPubMedCentral
84.
Zurück zum Zitat Momper JD, Capparelli EV, Wade KC, Kantak A, Dhanireddy R, Cummings JJ, et al. Population pharmacokinetics of fluconazole in premature infants with birth weights less than 750 grams. Antimicrob Agents Chemother. 2016;60:5539–45.PubMedPubMedCentral Momper JD, Capparelli EV, Wade KC, Kantak A, Dhanireddy R, Cummings JJ, et al. Population pharmacokinetics of fluconazole in premature infants with birth weights less than 750 grams. Antimicrob Agents Chemother. 2016;60:5539–45.PubMedPubMedCentral
85.
Zurück zum Zitat Moore JN, Gastonguay MR, Ng CM, Adeniyi-Jones SC, Moody DE, Fang WB, et al. The pharmacokinetics and pharmacodynamics of buprenorphine in neonatal abstinence syndrome. Clin Pharmacol Ther. 2018;103:1029–37.PubMed Moore JN, Gastonguay MR, Ng CM, Adeniyi-Jones SC, Moody DE, Fang WB, et al. The pharmacokinetics and pharmacodynamics of buprenorphine in neonatal abstinence syndrome. Clin Pharmacol Ther. 2018;103:1029–37.PubMed
86.
Zurück zum Zitat Gal P, Ransom JL, Weaver RL, Schall S, Wyble LE, Carlos RQ, et al. Indomethacin pharmacokinetics in neonates: the value of volume of distribution as a marker of permanent patent ductus arteriosus closure. Ther Drug Monit. 1991;13:42–5.PubMed Gal P, Ransom JL, Weaver RL, Schall S, Wyble LE, Carlos RQ, et al. Indomethacin pharmacokinetics in neonates: the value of volume of distribution as a marker of permanent patent ductus arteriosus closure. Ther Drug Monit. 1991;13:42–5.PubMed
87.
Zurück zum Zitat Treluyer JM, Gueret G, Cheron G, Sonnier M, Cresteil T. Developmental expression of CYP2C and CYP2C-dependent activities in the human liver: in vivo/in vitro correlation and inducibility. Pharmacogenetics. 1997;7:441–52.PubMed Treluyer JM, Gueret G, Cheron G, Sonnier M, Cresteil T. Developmental expression of CYP2C and CYP2C-dependent activities in the human liver: in vivo/in vitro correlation and inducibility. Pharmacogenetics. 1997;7:441–52.PubMed
88.
Zurück zum Zitat Gal P, Gilman JT. Drug disposition in neonates with patent ductus arteriosus. Ann Pharmacother. 1993;27:1383–8.PubMed Gal P, Gilman JT. Drug disposition in neonates with patent ductus arteriosus. Ann Pharmacother. 1993;27:1383–8.PubMed
89.
Zurück zum Zitat Williams BS, Ransom JL, Gal P, Carlos RQ, Smith M, Schall SA. Gentamicin pharmacokinetics in neonates with patent ductus arteriosus. Crit Care Med. 1997;25:273–5.PubMed Williams BS, Ransom JL, Gal P, Carlos RQ, Smith M, Schall SA. Gentamicin pharmacokinetics in neonates with patent ductus arteriosus. Crit Care Med. 1997;25:273–5.PubMed
90.
Zurück zum Zitat Watterberg KL, Kelly HW, Johnson JD, Aldrich M, Angelus P. Effect of patent ductus arteriosus on gentamicin pharmacokinetics in very low birth weight (less than 1,500 g) babies. Dev Pharmacol Ther. 1987;10:107–17.PubMed Watterberg KL, Kelly HW, Johnson JD, Aldrich M, Angelus P. Effect of patent ductus arteriosus on gentamicin pharmacokinetics in very low birth weight (less than 1,500 g) babies. Dev Pharmacol Ther. 1987;10:107–17.PubMed
91.
Zurück zum Zitat Ito K, Niida Y, Sato J, Owada E, Ito K, Umetsu M. Pharmacokinetics of mefenamic acid in preterm infants with patent ductus arteriosus. Acta Paediatr Jpn. 1994;36:387–91.PubMed Ito K, Niida Y, Sato J, Owada E, Ito K, Umetsu M. Pharmacokinetics of mefenamic acid in preterm infants with patent ductus arteriosus. Acta Paediatr Jpn. 1994;36:387–91.PubMed
92.
Zurück zum Zitat Al Za’abi M, Donovan T, Tudehope D, Woodgate P, Collie LA, Charles B. Orogastric and intravenous indomethacin administration to very premature neonates with patent ductus arteriosus: population pharmacokinetics, absolute bioavailability, and treatment outcome. Ther Drug Monit. 2007;29:807–14.PubMed Al Za’abi M, Donovan T, Tudehope D, Woodgate P, Collie LA, Charles B. Orogastric and intravenous indomethacin administration to very premature neonates with patent ductus arteriosus: population pharmacokinetics, absolute bioavailability, and treatment outcome. Ther Drug Monit. 2007;29:807–14.PubMed
93.
Zurück zum Zitat De Cock RF, Allegaert K, Schreuder MF, Sherwin CM, de Hoog M, van den Anker JN, et al. Maturation of the glomerular filtration rate in neonates, as reflected by amikacin clearance. Clin Pharmacokinet. 2012;51:105–17.PubMed De Cock RF, Allegaert K, Schreuder MF, Sherwin CM, de Hoog M, van den Anker JN, et al. Maturation of the glomerular filtration rate in neonates, as reflected by amikacin clearance. Clin Pharmacokinet. 2012;51:105–17.PubMed
94.
Zurück zum Zitat Claassen K, Thelen K, Coboeken K, Gaub T, Lippert J, Allegaert K, Willmann, et al. Development of a physiologically-based pharmacokinetic model for preterm neonates: evaluation with in vivo data. Curr Pharm Des. 2015;21(39):5688–98. Claassen K, Thelen K, Coboeken K, Gaub T, Lippert J, Allegaert K, Willmann, et al. Development of a physiologically-based pharmacokinetic model for preterm neonates: evaluation with in vivo data. Curr Pharm Des. 2015;21(39):5688–98.
95.
Zurück zum Zitat Fisher JW, Wu H, Cohen-Wolkowiez M, Watt K, Wang J, Burckart GJ, et al. Predicting the pharmacokinetics of piperacillin and tazobactam in preterm and term neonates using physiologically based pharmacokinetic modeling. Comput Toxicol. 2019;12:100104. Fisher JW, Wu H, Cohen-Wolkowiez M, Watt K, Wang J, Burckart GJ, et al. Predicting the pharmacokinetics of piperacillin and tazobactam in preterm and term neonates using physiologically based pharmacokinetic modeling. Comput Toxicol. 2019;12:100104.
Metadaten
Titel
Preterm Physiologically Based Pharmacokinetic Model. Part II: Applications of the Model to Predict Drug Pharmacokinetics in the Preterm Population
verfasst von
Khaled Abduljalil
Xian Pan
Amita Pansari
Masoud Jamei
Trevor N. Johnson
Publikationsdatum
05.10.2019
Verlag
Springer International Publishing
Erschienen in
Clinical Pharmacokinetics / Ausgabe 4/2020
Print ISSN: 0312-5963
Elektronische ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-019-00827-4

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