Tornøe, Christoffer Wenzel1; Agersø, Henrik3; Madsen, Henrik4; Jonsson, E. Niclas3; Nielsen, Henrik Aalborg5
1 Department of Informatics and Mathematical Modeling, Technical University of Denmark2 Mathematical Statistics, Department of Informatics and Mathematical Modeling, Technical University of Denmark3 unknown4 Department of Applied Mathematics and Computer Science, Technical University of Denmark5 Department of Electrical Engineering, Technical University of Denmark
The standard software for non-linear mixed-effect analysis of pharmacokinetic/phar-macodynamic (PK/PD) data is NONMEM while the non-linear mixed-effects package NLME is an alternative as tong as the models are fairly simple. We present the nlmeODE package which combines the ordinary differential equation (ODE) solver package odesolve and the non-Linear mixed effects package NLME thereby enabling the analysis of complicated systems of ODEs by non-linear mixed-effects modelling. The pharmacokinetics of the anti-asthmatic drug theophylline is used to illustrate the applicability of the nlmeODE package for population PK/PD analysis using the available data analysis tools in R for model inspection and validation. The nlmeODE package is numerically stable and provides accurate parameter estimates which are consistent with NONMEM estimates. (C) 2004 Elsevier Ireland Ltd. ALL rights reserved.
Computer Methods and Programs in Biomedicine, 2004, Vol 76, Issue 1, p. 31-40