Assessment of the validity of a population pharmacokinetic model for epirubicin

Ralph, Lorraine, D. and Sandstrom, Marie and Twelves, Chris and Dodds, Nichola, A. and Thomson, A.H. (2006) Assessment of the validity of a population pharmacokinetic model for epirubicin. British Journal of Clinical Pharmacology, 62 (1). pp. 47-55. ISSN 0306-5251 (http://dx.doi.org/10.1111/j.1365-2125.2006.02584.x)

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Abstract

Aims The aim of this study was to evaluate a population model for epirubicin clearance using internal and external validation techniques. Methods Jackknife samples were used to identify outliers in the population dataset and individuals influencing covariate selection. Sensitivity analyses were performed in which serum aspartate transaminase (AST) values (a covariate in the population model) or epirubicin concentrations were randomly changed by ±10%. Cross-validation was performed five times, on each occasion using 80% of the data for model development and 20% to assess the performance of the model. External validation was conducted by assessing the ability of the population model to predict concentrations and clearances in a separate group of 79 patients. Results Structural parameter estimates from all jackknife samples were within 7.5% of the final population estimates and examination of log likelihood values indicated that the selection of AST in the final model was not due to the presence of outliers. Alteration of AST or epirubicin concentrations by ± 10% had a negligible effect on population parameter estimates and their precision. In the cross-validation analysis, the precision of clearance estimates was better in patients with AST concentrations >150 U l−1. In the external validation, epirubicin concentrations were over-predicted by 81.4% using the population model and clearance values were also poorly predicted (imprecision 43%).

ORCID iDs

Ralph, Lorraine, D., Sandstrom, Marie, Twelves, Chris, Dodds, Nichola, A. and Thomson, A.H. ORCID logoORCID: https://orcid.org/0000-0002-2354-6116;
CORE (COnnecting REpositories)