Fractional model for pharmacokinetics of high dose methotrexate in children with acute lymphoblastic leukaemia

被引:38
|
作者
Popovic, Jovan K. [1 ]
Spasic, Dragan T. [2 ]
Tosic, Jela [3 ]
Kolarovic, Jovanka L. [3 ]
Malti, Rachid [4 ]
Mitic, Igor M. [5 ]
Pilipovic, Stevan [6 ]
Atanackovic, Teodor M. [7 ]
机构
[1] Univ Novi Sad, Dept Pharmacol Toxicol & Clin Pharmacol, Fac Med, Novi Sad 21000, Serbia
[2] Univ Novi Sad, Inst Mech, Fac Tech Sci, Novi Sad 21000, Serbia
[3] Univ Novi Sad, Inst Children & Youth Hlth Care Vojvodina, Haematol & Oncol Ctr, Fac Med, Novi Sad 21000, Serbia
[4] Univ Bordeaux 1, IMS Lab, F-33405 Talence, France
[5] Univ Novi Sad, Clin Ctr Vojvodina, Dept Nephrol & Clin Immunol, Fac Med, Novi Sad 21000, Serbia
[6] Univ Novi Sad, Dept Math & Informat, Fac Sci & Math, Novi Sad 21000, Serbia
[7] State Univ Novi Pazar, Inst Mech, Fac Tech Sci, Novi Pazar, Serbia
关键词
Fractional model; Methotrexate pharmacokinetics; Children; Leukaemia; POPULATION PHARMACOKINETICS; CALCULUS; CANCER; PHARMACOLOGY; TOXICITY; INFUSION; TIME;
D O I
10.1016/j.cnsns.2014.08.014
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The aim of this study is to promote a model based on the fractional differential calculus related to the pharmacokinetic individualization of high dose methotrexate treatment in children with acute lymphoblastic leukaemia, especially in high risk patients. We applied two-compartment fractionalmodel on 8 selected cases with the largest number (4-19) of measured concentrations, among 43 pediatric patients received 24-h methotrexate 2-5 g/m(2) infusions. The plasma concentrations were determined by fluorescence polarization immunoassay. Our mathematical procedure, designed by combining Post's and Newton's method, was coded in Mathematica 8.0 and performed on Fujicu Celsius M470-2 PC. Experimental data show that most of the measured values of methotrexate were in decreasing order. However, in certain treatments local maximums were detected. On the other hand, integer order compartmental models do not give values which fit well with the observed data. By the use of our model, we obtained better results, since it gives more accurate behavior of the transmission, as well as the local maximums which were recognized in methotrexate monitoring. It follows from our method that an additional test with a small methotrexate dose can be suggested for the fractional system parameter identification and the prediction of a possible pattern with a full dose in the case of high risk patients. A special feature of the fractional model is that it can also recognize and better fit an observed non-monotonic behavior. A newparameter determination procedure can be successfully used. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:451 / 471
页数:21
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