First-Order Versus Michaelis-Menten Pharmacokinetic Model Selection Using A Mixture Model

2003 ◽  
Vol 73 (2) ◽  
pp. P51-P51
Author(s):  
S. P. Riley ◽  
T. M. Ludden
1999 ◽  
Vol 43 (3) ◽  
pp. 568-572 ◽  
Author(s):  
Charles A. Peloquin ◽  
Amy E. Bulpitt ◽  
George S. Jaresko ◽  
Roger W. Jelliffe ◽  
James M. Childs ◽  
...  

ABSTRACT Ethambutol (EMB) is the most frequent “fourth drug” used for the empiric treatment of Mycobacterium tuberculosis and a frequently used drug for infections caused by Mycobacterium avium complex. The pharmacokinetics of EMB in serum were studied with 14 healthy males and females in a randomized, four-period crossover study. Subjects ingested single doses of EMB of 25 mg/kg of body weight under fasting conditions twice, with a high-fat meal, and with aluminum-magnesium antacid. Serum was collected for 48 h and assayed by gas chromatography-mass spectrometry. Data were analyzed by noncompartmental methods and by a two-compartment pharmacokinetic model with zero-order absorption and first-order elimination. Both fasting conditions produced similar results: a mean (± standard deviation) EMB maximum concentration of drug in serum (C max) of 4.5 ± 1.0 μg/ml, time to maximum concentration of drug in serum (T max) of 2.5 ± 0.9 h, and area under the concentration-time curve from 0 h to infinity (AUC0–∞) of 28.9 ± 4.7 μg · h/ml. In the presence of antacids, subjects had a mean C maxof 3.3 ± 0.5 μg/ml, T max of 2.9 ± 1.2 h, and AUC0–∞ of 27.5 ± 5.9 μg · h/ml. In the presence of the Food and Drug Administration high-fat meal, subjects had a mean C max of 3.8 ± 0.8 μg/ml, T max of 3.2 ± 1.3 h, and AUC0–∞ of 29.6 ± 4.7 μg · h/ml. These reductions in C max, delays inT max, and modest reductions in AUC0–∞ can be avoided by giving EMB on an empty stomach whenever possible.


Blood ◽  
2004 ◽  
Vol 104 (11) ◽  
pp. 2746-2746 ◽  
Author(s):  
Georg Hempel ◽  
Claudia Lanvers-Kaminsky ◽  
Hans-Joachim Mueller ◽  
Gudrun Wuerthwein ◽  
Joachim Boos

Abstract PEG-Asparaginase is an important part of many treatment protocols for ALL. In many centres Asparaginase activity is measured after administration of PEG-asparaginase. However, a predictive pharmacokinetic model is lacking. Such a model would be helpful for dose adjustment and decision making when to switch to another preparation due to the development of inactivating antibodies. Previously described models like linear one-compartment [V.I. Avramis et al., Blood 2002, 99: 1986–1994] or a one-compartment Michaelis-Menten model [H.J. Mueller et al., Cancer Chemother. Pharmacol. 2002, 49, 149–154] describe the data sufficiently for one dose alone, but cannot account for the phenomenom that the time to reach a lower activity limit after administration is not increasing with increasing the dose. Therefore, we analysed 1189 serum activity measurements in 185 children from the ALL-BFM 95 study. Patients received 500, 1000 or 2500 U/m2 PEG-Asp on up to 9 occasions. Serum asparaginase activity was measured using a semi-automatic enzymatic assay with a limit of quantification of 2 U/l [C. Lanvers et al. Anal. Biochem. 2002, 309, 117–126]. Data analysis was done using nonlinear mixed effects modelling (NONMEM Vers. V). Different models like Michaelis-Menten, linear first-order, Weibull and gamma models were tested. The best model applicable to all dosing groups was a modified first-order one-compartmental model with clearance increasing with time according to the formula: Cl = Cli*exp(0.0853*t) with Cli=initial clearance, and t=time. Addition of a second compartment did not improve the model. A typical activity-time course of a patient receiving 1000 U/m2 is shown below displaying the typical shape observable in all patients and in all doing groups. The population parameters found were: Volume of distribution (V) 1.05 ± 27.3% l/m2, Cli 60.3 ± 70.8% ml/day/m2 (mean ± interindividual variability). Interoccasion variability was substantial with 0.223 l/m2 for V and 37.7 ml/day/m2 for Cl, respectively. A subgroup of one third of the patients is identifiable showing a high clearance probably due to the development of inactivating antibodies. Drug monitoring of serum PEG-Asparaginase activity is required to identify these patients who do not benefit from PEG-Asp therapy. The pharmacokinetic model presented here should help to reduce the number of required serum samples per patient. Figure Figure


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