Purpose
The aim of this study was to evaluate the utility of a parametric deconvolution method using a sum of inverse Gaussian functions (IG) to characterize the absorption and concentrations vs. time profile of drugs exhibiting complex absorption.
Methods
For a linear time-invariant system the response, Y(t), following an arbitrary input function I(t), is the convolution of I(t) with the disposition function, H(t), of the system: \(Y{\left( t \right)} = {\int\limits_0^t {I{\left( \tau \right)}H{\left( {t - \tau } \right)}d\tau } }\). The method proposed uses a sum of n inverse Gaussian functions to characterize I(t). The approach was compared with a standard nonparametric method using linear splines. Data were provided from previously published studies on two drugs (hydromorphone and veralipride) showing complex absorption and analyzed with NONMEM®.
Results
A satisfactory fit for hydromorphone and veralipride data following oral administration was achieved by fitting a sum of two or three IG functions. The predictions of the input functions were very similar to those using linear splines.
Conclusions
The use of a sum of IG as opposed to nonparametric functions, such as splines, offers a simpler implementation, a more intuitive interpretation of the results, a built-in extrapolation, and an easier implementation in a population context. Disadvantages are an apparent greater sensitivity to initial value estimates (when used with NONMEM®).
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Acknowledgment
This study was supported by NIH Grant A150587.
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Csajka, C., Drover, D. & Verotta, D. The Use of a Sum of Inverse Gaussian Functions to Describe the Absorption Profile of Drugs Exhibiting Complex Absorption. Pharm Res 22, 1227–1235 (2005). https://doi.org/10.1007/s11095-005-5266-8
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DOI: https://doi.org/10.1007/s11095-005-5266-8