Modeling film-coat non-uniformity in polymer coated pellets: A stochastic approach

被引:22
作者
Haddish-Berhane, Nahor
Jeong, Seong Hoon
Haghighi, Kamyar
Park, Kinam
机构
[1] Purdue Univ, Dept Agr & Biol Engn, W Lafayette, IN 47907 USA
[2] Purdue Univ, Dept Ind & Phys Pharm, W Lafayette, IN 47907 USA
[3] Purdue Univ, Dept Biomed Engn, W Lafayette, IN 47907 USA
关键词
mathematical modeling; numerical methods; ion-exchange; coated pellets; coating non-uniformity; sustained release;
D O I
10.1016/j.ijpharm.2006.05.064
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The objective of the present study is to include coating thickness non-uniformity in the development of a drug release model using coated ion-exchange pellets through the use of stochastic approaches. Drug release from ion-exchange resins was described using a Nernst-Plank model. Complexes of a model drug (dextromethorphan) and Dowex (R) 50WX4-200 were prepared using a modified batch method and coated with Kollicoat (R) SR 30D polymer. The deterministic model, validated using experimental drug release profiles for different coating thicknesses at 0%, 10%, 15%,20% (w/w), was in agreement with the experimental data with a maximum root mean square error (RMSE) of 2.4%. An arbitrary Lagrangian-Eulerian approach was pursued to develop models of spherical pellets with non-uniform coating thicknesses. The Monte Carlo method was used to simulate the effect of the level of coating deformity on the cumulative drug release profile. Considering the co-existence of equal percentages of deformed and undeformed pellets in a batch, the cumulative release profile can vary by approximately +/- 6% as a result of coating non-uniformity. The release profile obtained for a model of an arbitrary pellet with an actual non-uniform coating profile was in good agreement with the average release profile for the models of the theoretical randomly deformed pellets. The developed mathematical model is a useful tool to evaluate and predict release profiles of polymer coated ion-exchange resin complexes. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:64 / 71
页数:8
相关论文
共 21 条
[1]  
[Anonymous], 1996, Monte Carlo Concepts, Algorithms and Applications
[2]   Simulation and parametric study of a film-coated controlled-release pharmaceutical [J].
Borgquist, P ;
Zackrisson, G ;
Nilsson, B ;
Axelsson, A .
JOURNAL OF CONTROLLED RELEASE, 2002, 80 (1-3) :229-245
[3]   Finite element analysis of slow drug release through deformed coating film: effects of morphology and average thickness of coating film [J].
Chen, BH ;
Lee, DJ .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2002, 234 (1-2) :25-42
[4]   Slow release of drug through deformed coating film: Effects of morphology and drug diffusivity in the coating film [J].
Chen, BH ;
Lee, DJ .
JOURNAL OF PHARMACEUTICAL SCIENCES, 2001, 90 (10) :1478-1496
[5]  
DATTA AK, 2002, BIOL BIOENVIRONMENTA, P432
[6]   MATHEMATICAL-MODEL FOR ENTERIC FILM COATING OF TABLETS [J].
DINCER, S ;
OZDURMUS, S .
JOURNAL OF PHARMACEUTICAL SCIENCES, 1977, 66 (08) :1070-1073
[7]  
Donea J., 2004, ENCY COMPUTATIONAL M, V1
[8]   A mathematical model of an aqueous-organic partition-based controlled release system using microporous membranes [J].
Farrell, S ;
Sirkar, KK .
JOURNAL OF CONTROLLED RELEASE, 1999, 61 (03) :345-360
[9]   Mathematical model of a hybrid dispersed network-membrane-based controlled release system [J].
Farrell, S ;
Sirkar, KK .
JOURNAL OF CONTROLLED RELEASE, 2001, 70 (1-2) :51-61
[10]   Modelling of drug release from coated granular pellets [J].
Frenning, G ;
Tunón, Å ;
Alderborn, G .
JOURNAL OF CONTROLLED RELEASE, 2003, 92 (1-2) :113-123