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Published in: Clinical Pharmacokinetics 1/2018

01-01-2018 | Original Research Article

A Physiologically Based Pharmacokinetic Perspective on the Clinical Utility of Albumin-Based Dose Adjustments in Critically Ill Patients

Authors: Huybrecht T’jollyn, An Vermeulen, Jan Van Bocxlaer, Pieter Colin

Published in: Clinical Pharmacokinetics | Issue 1/2018

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Abstract

Introduction

In hypo-albuminemia, the extent of albumin binding of a drug decreases. The resulting change in plasma protein binding only rarely leads to clinically relevant changes in unbound drug exposure. Nevertheless, in the critically ill, a tendency to increase dosing of anti-infective therapy is seen in patients experiencing hypo-albuminemia. To reconcile basic pharmacological principles with current clinical practice, this work presents a pharmacologically-based pharmacokinetic simulation study to emphasize the (lack of) effect of altered plasma protein binding on a drug’s concentration–time profile and associated pharmacokinetic parameters.

Methods

Four virtual compounds, representing a broad chemical space (low/high clearance/volume of distribution), were created and administered to a virtual population of normal patients and three types of hypo-albuminemic patients in Simcyp®. The influence of decreased plasma protein binding in hypoalbuminemia on the pharmacokinetic parameters and profiles of these four compounds was investigated.

Results

Simulation results showed that while high-clearance compounds suffer from increased unbound exposure with decreased plasma protein binding, the unbound exposure of low-clearance compounds was unaffected. However, for the subset of low-clearance compounds with a small volume of distribution, it appeared that there were still alterations in their plasma concentration-time profiles. Since this may lead to different times above a minimum inhibitory concentration value, this might affect the bacterial killing for some anti-infective drugs. Overall, for any compound involved in the simulations, the unbound exposure did not decrease in plasma protein binding subjects relative to normal plasma protein binding subjects.

Discussion

This finding is in line with the few case-controlled studies in the literature. Hence, increasing the dose/dosing frequency seems futile and might reduce the benefit-risk ratio for narrow therapeutic index drugs. Moreover, these simulations indicate that when only total plasma concentrations and derived pharmacokinetic parameters are considered, incorrect conclusions will be drawn.
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Literature
1.
go back to reference Smith DA, Di L, Kerns EH. The effect of plasma protein binding on in vivo efficacy: misconceptions in drug discovery. Nat Rev Drug Discov. 2010;9(12):929–39.CrossRefPubMed Smith DA, Di L, Kerns EH. The effect of plasma protein binding on in vivo efficacy: misconceptions in drug discovery. Nat Rev Drug Discov. 2010;9(12):929–39.CrossRefPubMed
2.
go back to reference Allegaert K, Van Mieghem T, Verbesselt R, et al. Cefazolin plasma protein binding saturability during pregnancy. Methods Find Exp Clin Pharmacol. 2009;31(1):25–8.CrossRefPubMed Allegaert K, Van Mieghem T, Verbesselt R, et al. Cefazolin plasma protein binding saturability during pregnancy. Methods Find Exp Clin Pharmacol. 2009;31(1):25–8.CrossRefPubMed
3.
go back to reference Ulldemolins M, Roberts JA, Rello J, et al. The effects of hypoalbuminaemia on optimizing antibacterial dosing in critically ill patients. Clin Pharmacokinet. 2011;50(2):99–110.CrossRefPubMed Ulldemolins M, Roberts JA, Rello J, et al. The effects of hypoalbuminaemia on optimizing antibacterial dosing in critically ill patients. Clin Pharmacokinet. 2011;50(2):99–110.CrossRefPubMed
4.
go back to reference Musteata FM. Calculation of normalized drug concentrations in the presence of altered plasma protein binding. Clin Pharmacokinet. 2012;51(1):55–68.CrossRefPubMed Musteata FM. Calculation of normalized drug concentrations in the presence of altered plasma protein binding. Clin Pharmacokinet. 2012;51(1):55–68.CrossRefPubMed
6.
go back to reference Benet LZ, Hoener BA. Changes in plasma protein binding have little clinical relevance. Clin Pharmacol Ther. 2002;71(3):115–21.CrossRefPubMed Benet LZ, Hoener BA. Changes in plasma protein binding have little clinical relevance. Clin Pharmacol Ther. 2002;71(3):115–21.CrossRefPubMed
7.
go back to reference Schmidt S, Gonzalez D, Derendorf H. Significance of protein binding in pharmacokinetics and pharmacodynamics. J Pharm Sci. 2010;99(3):1107–22.CrossRefPubMed Schmidt S, Gonzalez D, Derendorf H. Significance of protein binding in pharmacokinetics and pharmacodynamics. J Pharm Sci. 2010;99(3):1107–22.CrossRefPubMed
9.
go back to reference Frimodt-Moller N. How predictive is PK/PD for antibacterial agents? Int J Antimicrob Agents. 2002;19(4):333–9.CrossRefPubMed Frimodt-Moller N. How predictive is PK/PD for antibacterial agents? Int J Antimicrob Agents. 2002;19(4):333–9.CrossRefPubMed
10.
go back to reference Roberts JA, Norris R, Paterson DL, Martin JH. Therapeutic drug monitoring of antimicrobials. Br J Clin Pharm. 2012;73(1):27–36.CrossRef Roberts JA, Norris R, Paterson DL, Martin JH. Therapeutic drug monitoring of antimicrobials. Br J Clin Pharm. 2012;73(1):27–36.CrossRef
11.
go back to reference Scaglione F, Paraboni L. Pharmacokinetics/pharmacodynamics of antibacterials in the intensive care unit: setting appropriate dosing regimens. Int J Antimicrob Agents. 2008;32(4):294–301.CrossRefPubMed Scaglione F, Paraboni L. Pharmacokinetics/pharmacodynamics of antibacterials in the intensive care unit: setting appropriate dosing regimens. Int J Antimicrob Agents. 2008;32(4):294–301.CrossRefPubMed
12.
go back to reference Roberts JA, Pea F, Lipman J. The clinical relevance of plasma protein binding changes. Clin Pharmacokinet. 2013;52(1):1–8.CrossRefPubMed Roberts JA, Pea F, Lipman J. The clinical relevance of plasma protein binding changes. Clin Pharmacokinet. 2013;52(1):1–8.CrossRefPubMed
13.
go back to reference Jamei M, Marciniak S, Feng K, et al. The Simcyp population-based ADME simulator. Expert Opin Drug Metab Toxicol. 2009;5(2):211–23.CrossRefPubMed Jamei M, Marciniak S, Feng K, et al. The Simcyp population-based ADME simulator. Expert Opin Drug Metab Toxicol. 2009;5(2):211–23.CrossRefPubMed
14.
go back to reference Howgate EM, Rowland YK, Proctor NJ, et al. Prediction of in vivo drug clearance from in vitro data. I: impact of inter-individual variability. Xenobiotica. 2006;36(6):473–97.CrossRefPubMed Howgate EM, Rowland YK, Proctor NJ, et al. Prediction of in vivo drug clearance from in vitro data. I: impact of inter-individual variability. Xenobiotica. 2006;36(6):473–97.CrossRefPubMed
15.
go back to reference Rostami-Hodjegan A, Tucker GT. Simulation and prediction of in vivo drug metabolism in human populations from in vitro data. Nat Rev Drug Discov. 2007;6(2):140–8.CrossRefPubMed Rostami-Hodjegan A, Tucker GT. Simulation and prediction of in vivo drug metabolism in human populations from in vitro data. Nat Rev Drug Discov. 2007;6(2):140–8.CrossRefPubMed
16.
go back to reference 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(6):1238–57.CrossRefPubMed 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(6):1238–57.CrossRefPubMed
17.
go back to reference Nicholson JP, Wolmarans MR, Park GR. The role of albumin in critical illness. Br J Anaesth. 2000;85(4):599–610.CrossRefPubMed Nicholson JP, Wolmarans MR, Park GR. The role of albumin in critical illness. Br J Anaesth. 2000;85(4):599–610.CrossRefPubMed
18.
go back to reference Lewis DH, Chan DL, Pinheiro D, et al. The immunopathology of sepsis: pathogen recognition, systemic inflammation, the compensatory anti-inflammatory response, and regulatory T cells. J Vet Intern Med. 2012;26(3):457–82.CrossRefPubMed Lewis DH, Chan DL, Pinheiro D, et al. The immunopathology of sepsis: pathogen recognition, systemic inflammation, the compensatory anti-inflammatory response, and regulatory T cells. J Vet Intern Med. 2012;26(3):457–82.CrossRefPubMed
19.
go back to reference Nicholson JP, Wolmarans MR, Park GR. The role of albumin in critical illness. Br J Anaesth. 2000;85(4):599–610.CrossRefPubMed Nicholson JP, Wolmarans MR, Park GR. The role of albumin in critical illness. Br J Anaesth. 2000;85(4):599–610.CrossRefPubMed
20.
go back to reference Waxman K, Rebello T, Pinderski L, et al. Protein loss across burn wounds. J Trauma. 1987;27(2):136–40.CrossRefPubMed Waxman K, Rebello T, Pinderski L, et al. Protein loss across burn wounds. J Trauma. 1987;27(2):136–40.CrossRefPubMed
21.
go back to reference Rowland M, Tozer T. Clinical pharmacokinetics concepts and applications. 3rd ed. Philadelphia (PA): Lippincot Williams Wilkins; 1995. Rowland M, Tozer T. Clinical pharmacokinetics concepts and applications. 3rd ed. Philadelphia (PA): Lippincot Williams Wilkins; 1995.
23.
go back to reference Mimoz O, Soreda S, Padoin C, et al. Ceftriaxone pharmacokinetics during iatrogenic hydroxyethyl starch-induced hypoalbuminemia: a model to explore the effects of decreased protein binding capacity on highly bound drugs. Anesthesiology. 2000;93(3):735–43.CrossRefPubMed Mimoz O, Soreda S, Padoin C, et al. Ceftriaxone pharmacokinetics during iatrogenic hydroxyethyl starch-induced hypoalbuminemia: a model to explore the effects of decreased protein binding capacity on highly bound drugs. Anesthesiology. 2000;93(3):735–43.CrossRefPubMed
24.
go back to reference Blot SI, Pea F, Lipman J. The effect of pathophysiology on pharmacokinetics in the critically ill patient: concepts appraised by the example of antimicrobial agents. Adv Drug Deliv Rev. 2014;77:3–11.CrossRefPubMed Blot SI, Pea F, Lipman J. The effect of pathophysiology on pharmacokinetics in the critically ill patient: concepts appraised by the example of antimicrobial agents. Adv Drug Deliv Rev. 2014;77:3–11.CrossRefPubMed
25.
go back to reference Ulldemolins M, Rello J. The relevance of drug volume of distribution in antibiotic dosing. Curr Pharm Biotechnol. 2011;12(12):1996–2001.CrossRefPubMed Ulldemolins M, Rello J. The relevance of drug volume of distribution in antibiotic dosing. Curr Pharm Biotechnol. 2011;12(12):1996–2001.CrossRefPubMed
26.
go back to reference Mizuno T, Mizokami F, Fukami K, et al. The influence of severe hypoalbuminemia on the half-life of vancomycin in elderly patients with methicillin-resistant Staphylococcus aureus hospital-acquired pneumonia. Clin Interv Aging. 2013;8:1323–8.CrossRefPubMedPubMedCentral Mizuno T, Mizokami F, Fukami K, et al. The influence of severe hypoalbuminemia on the half-life of vancomycin in elderly patients with methicillin-resistant Staphylococcus aureus hospital-acquired pneumonia. Clin Interv Aging. 2013;8:1323–8.CrossRefPubMedPubMedCentral
27.
go back to reference Sonck J, Laureys G, Verbeelen D. The neurotoxicity and safety of treatment with cefepime in patients with renal failure. Nephrol Dial Transplant. 2008;23(3):966–70.CrossRefPubMed Sonck J, Laureys G, Verbeelen D. The neurotoxicity and safety of treatment with cefepime in patients with renal failure. Nephrol Dial Transplant. 2008;23(3):966–70.CrossRefPubMed
28.
go back to reference Roberts JA, Lipman J. Pharmacokinetic issues for antibiotics in the critically ill patient. Crit Care Med. 2009;37(3):840–51; quiz 59. Roberts JA, Lipman J. Pharmacokinetic issues for antibiotics in the critically ill patient. Crit Care Med. 2009;37(3):840–51; quiz 59.
29.
go back to reference Udy AA, Roberts JA, De Waele JJ, et al. What’s behind the failure of emerging antibiotics in the critically ill? Understanding the impact of altered pharmacokinetics and augmented renal clearance. Int J Antimicrob Agents. 2012;39(6):455–7.CrossRefPubMed Udy AA, Roberts JA, De Waele JJ, et al. What’s behind the failure of emerging antibiotics in the critically ill? Understanding the impact of altered pharmacokinetics and augmented renal clearance. Int J Antimicrob Agents. 2012;39(6):455–7.CrossRefPubMed
30.
go back to reference Perez-Urizar J, Flores-Murrieta FJ, Castaneda-Hernandez G. Effect of experimental hypoalbuminemia on the plasma protein binding of tolmetin. Life Sci. 2002;71(9):1015–22.CrossRefPubMed Perez-Urizar J, Flores-Murrieta FJ, Castaneda-Hernandez G. Effect of experimental hypoalbuminemia on the plasma protein binding of tolmetin. Life Sci. 2002;71(9):1015–22.CrossRefPubMed
31.
go back to reference Troconiz JIF, Lopezbustamante LG, Fos D. Effect of induced hypoalbuminemia on distribution, total clearance and unbound clearance of piroxicam in vivo in the rat. Eur J Drug Metabol Pharm. 1993;18(2):165–71.CrossRef Troconiz JIF, Lopezbustamante LG, Fos D. Effect of induced hypoalbuminemia on distribution, total clearance and unbound clearance of piroxicam in vivo in the rat. Eur J Drug Metabol Pharm. 1993;18(2):165–71.CrossRef
Metadata
Title
A Physiologically Based Pharmacokinetic Perspective on the Clinical Utility of Albumin-Based Dose Adjustments in Critically Ill Patients
Authors
Huybrecht T’jollyn
An Vermeulen
Jan Van Bocxlaer
Pieter Colin
Publication date
01-01-2018
Publisher
Springer International Publishing
Published in
Clinical Pharmacokinetics / Issue 1/2018
Print ISSN: 0312-5963
Electronic ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-017-0549-x

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