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Dose Correction for a Michaelis–Menten Approximation of a Target-Mediated Drug Disposition Model with a Multiple Intravenous Dosing Regimens
- Source :
- The AAPS Journal. 22
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- This study aimed to develop a method for implementing dose correction in a Michaelis-Menten (M-M) approximation of a target-mediated drug disposition (TMDD) model with multiple intravenous (IV) bolus administrations. We derived the formula of a correction factor (Fcorr) for each dose in a multiple IV bolus dosing regimens for M-M model. Fcorr depends on the residual free drug amount prior IV bolus dosing event and dose amount. We conducted a stochastic simulation and estimation (SSE) exercise based on therapeutic antibody PK parameters to evaluate the effect of Fcorr on parameter estimation. Previously published clinical PK data of recombinant human erythropoietin (rHuEPO) from four clinical trials in healthy subjects receiving multiple IV bolus doses were analyzed by both M-M model with and without dose correction (MMC and MMNC) as well as the rapid-binding/quasi-steady-state (RB/QSS) TMDD models. Our results showed that MMNC introduced bias to fixed-effect parameter estimates and overestimated random-effect variables. Compared with MMC, MMNC was not able to adequately characterize the nonlinearity in the PK data of antibody and rHuEPO. The MMC-based simulation demonstrated that thricely weekly 10 IU/kg rHuEPO dosing regimen yielded Fcorr = 0.5. This result suggested that the lower-than-expected exposure for rHuEPO at low dose is due to target binding. An M-M approximation of the TMDD model should include a dose correction to avoid model misfitting and potential bias in the estimated PK parameters.
- Subjects :
- Drug Compounding
Pharmaceutical Science
Pharmacology
Models, Biological
030226 pharmacology & pharmacy
Michaelis–Menten kinetics
Drug Administration Schedule
03 medical and health sciences
0302 clinical medicine
Bolus (medicine)
Humans
Medicine
Computer Simulation
Drug Dosage Calculations
Free drug
Dosing
Erythropoietin
Stochastic Processes
Drug disposition
business.industry
Dosing regimen
PK Parameters
Recombinant Proteins
030220 oncology & carcinogenesis
Administration, Intravenous
business
medicine.drug
Subjects
Details
- ISSN :
- 15507416
- Volume :
- 22
- Database :
- OpenAIRE
- Journal :
- The AAPS Journal
- Accession number :
- edsair.doi.dedup.....5962cdf4c03e8bc0b6ae8329ba75f0b2
- Full Text :
- https://doi.org/10.1208/s12248-019-0410-2