Mathematical properties and parameter estimation for transit compartment pharmacodynamic models

被引:4
作者
Yates, James W. T. [1 ]
机构
[1] AstraZeneca R&D, Discovery DMPK, Alderley Pk, Cheshire, England
关键词
pharmacodynamics; mathematical modelling; parameter estimation;
D O I
10.1016/j.ejps.2008.02.122
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
One feature of recent research in pharmacodynamic modelling has been the move towards more mechanistically based model structures. However, in all of these models there are common sub-systems, such as feedback loops and time-delays, whose properties and contribution to the model behaviour merit some mathematical analysis. In this paper a common pharmacodynamic model sub-structure is considered: the linear transit compartment. These models have a number of interesting properties as the length of the cascade chain is increased. In the limiting case a pure time-delay is achieved [Milsum, J.H., 1966. Biological Control Systems Analysis. McGraw-Hill Book Company, New York] and the initial behaviour becoming increasingly sensitive to parameter value perturbation. It is also shown that the modelled drug effect is attenuated, though the duration of action is longer. Through this analysis the range of behaviours that such models are capable of reproducing are characterised. The properties of these models and the experimental requirements are discussed in order to highlight how mathematical analysis prior to experimentation can enhance the utility of mathematical modelling. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:104 / 109
页数:6
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