Skip to main content
Top
Published in: Clinical Pharmacokinetics 1/2021

01-01-2021 | Antibiotic | Systematic Review

Can Population Pharmacokinetics of Antibiotics be Extrapolated? Implications of External Evaluations

Authors: Yu Cheng, Chen-yu Wang, Zi-ran Li, Yan Pan, Mao-bai Liu, Zheng Jiao

Published in: Clinical Pharmacokinetics | Issue 1/2021

Login to get access

Abstract

Background and objective

External evaluation is an important issue in the population pharmacokinetic analysis of antibiotics. The purpose of this review was to summarize the current approaches and status of external evaluations and discuss the implications of external evaluation results for the future individualization of dosing regimens.

Methods

We systematically searched the PubMed and EMBASE databases for external evaluation studies of population analysis and extracted the relevant information from these articles. A total of 32 studies were included in this review.

Results

Vancomycin was investigated in 17 (53.1%) articles and was the most studied drug. Other studied drugs included gentamicin, tobramycin, amikacin, amoxicillin, ceftaroline, meropenem, fluconazole, voriconazole, and rifampicin. Nine (28.1%) studies were prospective, and the sample size varied widely between studies. Thirteen (40.6%) studies evaluated the population pharmacokinetic models by systematically searching for previous studies. Seven (21.9%) studies were multicenter studies, and 27 (84.4%) adopted the sparse sampling strategy. Almost all external evaluation studies of antibiotics (93.8%) used metrics for prediction-based diagnostics, while relatively fewer studies were based on simulations (46.9%) and Bayesian forecasting (25.0%).

Conclusion

The results of external evaluations in previous studies revealed the poor extrapolation performance of existing models of prediction- and simulation-based diagnostics, whereas the posterior Bayesian method could improve predictive performance. There is an urgent need for the development of standards and guidelines for external evaluation studies.
Appendix
Available only for authorised users
Literature
39.
go back to reference Fernandez de Gatta MM, Fruns I, Dominguez-Gil A. Individualizing vancomycin dosing regimens: an evaluation of two pharmacokinetic dosing programs in critically ill patients. Pharmacotherapy. 1994;14(2):196–201.PubMed Fernandez de Gatta MM, Fruns I, Dominguez-Gil A. Individualizing vancomycin dosing regimens: an evaluation of two pharmacokinetic dosing programs in critically ill patients. Pharmacotherapy. 1994;14(2):196–201.PubMed
51.
go back to reference Dhaese SAM, Farkas A, Colin P, et al. Population pharmacokinetics and evaluation of the predictive performance of pharmacokinetic models in critically ill patients receiving continuous infusion meropenem: a comparison of eight pharmacokinetic models. J Antimicrob Chemother. 2019;74(2):432–41. https://doi.org/10.1093/jac/dky434.CrossRefPubMed Dhaese SAM, Farkas A, Colin P, et al. Population pharmacokinetics and evaluation of the predictive performance of pharmacokinetic models in critically ill patients receiving continuous infusion meropenem: a comparison of eight pharmacokinetic models. J Antimicrob Chemother. 2019;74(2):432–41. https://​doi.​org/​10.​1093/​jac/​dky434.CrossRefPubMed
68.
go back to reference Sheiner LB. NONMEM users guides: parts I–VII. NONMEM Project Group. San Francisco (CA): University of California, San Francisco; 1992. Sheiner LB. NONMEM users guides: parts I–VII. NONMEM Project Group. San Francisco (CA): University of California, San Francisco; 1992.
Metadata
Title
Can Population Pharmacokinetics of Antibiotics be Extrapolated? Implications of External Evaluations
Authors
Yu Cheng
Chen-yu Wang
Zi-ran Li
Yan Pan
Mao-bai Liu
Zheng Jiao
Publication date
01-01-2021
Publisher
Springer International Publishing
Published in
Clinical Pharmacokinetics / Issue 1/2021
Print ISSN: 0312-5963
Electronic ISSN: 1179-1926
DOI
https://doi.org/10.1007/s40262-020-00937-4

Other articles of this Issue 1/2021

Clinical Pharmacokinetics 1/2021 Go to the issue