A population pharmacokinetic model for pegylated-asparaginase in children
Georg Hempel1, Hans-Joachim Müller, Claudia Lanvers-Kaminsky
1Institut für Pharmazeutische und Medizinische Chemie - Klinische Pharmazie-, Westfälische Wilhelms-Universität Münster, Germany. georg.hempel@uni-muenster.de
Insights
A new pharmacokinetic model predicts pegylated (PEG)-asparaginase activity over time in children with acute lymphoblastic leukaemia. This model aids in optimizing PEG-asparaginase dosing regimens for improved treatment outcomes.
Area of Science:
- Pharmacology
- Oncology
- Pediatrics
Background:
- Acute lymphoblastic leukaemia (ALL) treatment often involves asparaginase.
- Pegylated (PEG)-asparaginase offers prolonged activity but requires careful dosing.
- Understanding PEG-asparaginase pharmacokinetics is crucial for effective treatment.
Purpose of the Study:
- To develop a pharmacokinetic model for PEG-asparaginase activity in children with ALL.
- To describe the activity-time course across various PEG-asparaginase doses.
- To provide a tool for optimizing future dosing strategies.
Main Methods:
- Analysis of 1221 serum activity measurements from 168 children in ALL-BFM studies.
- Utilized nonlinear mixed effects modeling (NONMEM) to analyze data.
- Tested various linear and nonlinear pharmacokinetic models.
Main Results:
- A one-compartmental model with time-dependent clearance best described PEG-asparaginase activity.
- Key parameters: Volume of distribution (V) and initial clearance (Cl(i)).
- Significant interindividual and interoccasion variability observed; some patients showed high clearance, possibly due to antibodies.
Conclusions:
- The developed model accurately predicts PEG-asparaginase activity over time at different doses.
- This model can inform the development of novel and optimized PEG-asparaginase dosing regimens.
- Further investigation into antibody development and its impact on clearance is warranted.
Abstract:
We analysed 1221 serum activity measurements in 168 children from the Berlin-Frankfürt-Münster acute lymphoblastic leukaemia studies, ALL-BFM (Berlin-Frankfürt-Münster) 95 and ALL-BFM REZ, in order to develop a pharmacokinetic model describing the activity-time course of pegylated (PEG)-asparaginase for all dose levels. Patients received 500, 750, 1000 or 2500 U/m(2) PEG-asparaginase on up to nine occasions. Serum samples were analysed for asparaginase activity and data analysis was done using nonlinear mixed effects modelling (NONMEM Vers. VI, Globomax, Hanouet, MD, USA). Different linear and nonlinear models were tested. The best model applicable to all dosing groups was a one-compartmental model with clearance (Cl) increasing with time according to the formula: Cl=Cl(i) *e((0.0793 *t)) where Cl(i) = initial clearance and t = time after dose. The parameters found were: volume of distribution (V) 1.02 +/- 26% l/m(2), Cl(i) 59.9 +/- 59% ml/d per m(2) (mean +/- interindividual variability). Interoccasion variability was substantial with 0.183 l/m(2) for V and 44.7 ml/d per m(2) for Cl, respectively. A subgroup of the patients showed a high clearance, probably due to the development of inactivating antibodies. This is the first model able to predict the activity-time course of PEG-asparaginase at different dosing levels and can therefore be used for developing new dosing regimens.
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