Granule characterization during fluid bed drying by development of a near infrared method to determine water content and median granule size

被引:75
作者
Nieuwmeyer, Florentine J. S.
Damen, Michiel
Gerich, Ad
Rusmini, Federica
van der Voort, Kees Maarschalk
Vromans, Herman
机构
[1] NV Organon, Dept Pharmaceut, NL-5340 BH Oss, Netherlands
[2] Univ Utrecht, Inst Pharmaceut Sci, Dept Pharmaceut, Utrecht, Netherlands
[3] Univ Groningen, Inst Drug Explorat, Dept Pharmaceut Technol & Biopharm, Groningen, Netherlands
关键词
characterization; fluid bed drying; granule size; near infrared; water;
D O I
10.1007/s11095-007-9305-5
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Purpose. Water content and granule size are recognized as critical process and product quality parameters during drying. The purpose of this study was to enlighten the granule behavior during fluid bed drying by monitoring the major events i.e. changes in water content and granule size. Methods. NIR spectra collected during drying and water content of sampled granules were correlated by principal component analysis (PCA) and partial least squares regression (PLSR). NIR spectra of dried granules were correlated to median granule size in a second PCA and PLSR. Results. The NIR water model discriminates between various stages in fluid-bed drying. The water content can be continuously predicted with errors comparable to the reference method. The four PLS factors of the granule size model are related to primary particle size of lactose, median granule size exceeding primary particle size and amorphous content of granules. The small prediction errors enable size discrimination between fines and granules. Conclusion. For product quality reasons, discrimination between drying stages and end-point monitoring is highly important. Together with the possibilities to determine median granule size and to distinguish fines this approach provides a tool to design an optimal drying process.
引用
收藏
页码:1854 / 1861
页数:8
相关论文
共 23 条
[1]  
Beyer J, 2003, PHARM IND, V65, P186
[2]   The use of near infra-red spectroscopy to detect changes in the form of amorphous and crystalline lactose [J].
Buckton, G ;
Yonemochi, E ;
Hammond, J ;
Moffat, A .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 1998, 168 (02) :231-241
[3]   The effect of co-spray drying with polyethylene glycol 4000 on the crystallinity and physical form of lactose [J].
Chidavaenzi, OC ;
Buckton, G ;
Koosha, F .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2001, 216 (1-2) :43-49
[4]  
DRIES K, 2004, THESIS PARADOX HIGH
[5]   Evolution and structure of drying material bridges of pharmaceutical excipients: studies on a microscope slide [J].
Farber, L ;
Tardos, GI ;
Michaels, JN .
CHEMICAL ENGINEERING SCIENCE, 2003, 58 (19) :4515-4525
[6]  
Findlay WP, 2005, J PHARM SCI-US, V94, P604
[7]   Near-infrared mass median particle size determination of lactose monohydrate, evaluating several chemometric approaches [J].
Frake, P ;
Gill, I ;
Luscombe, CN ;
Rudd, DR ;
Waterhouse, J ;
Jayasorriya, UA .
ANALYST, 1998, 123 (10) :2043-2046
[8]   In-line monitoring of moisture content in fluid bed dryers using near-IR spectroscopy with consideration of sampling effects on method accuracy [J].
Green, RL ;
Thurau, G ;
Pixley, NC ;
Mateos, A ;
Reed, RA ;
Higgins, JP .
ANALYTICAL CHEMISTRY, 2005, 77 (14) :4515-4522
[9]   Nondestructive measurements of the compact strength and the particle-size distribution after milling of roller compacted powders by near-infrared spectroscopy [J].
Gupta, A ;
Peck, GE ;
Miller, RW ;
Morris, KR .
JOURNAL OF PHARMACEUTICAL SCIENCES, 2004, 93 (04) :1047-1053
[10]   Approach to the determination of hydrate form conversions of drug compounds and solid dosage forms by near-infrared spectroscopy [J].
Higgins, JP ;
Arrivo, SM ;
Reed, RA .
JOURNAL OF PHARMACEUTICAL SCIENCES, 2003, 92 (11) :2303-2316