PMID- 18271036 OWN - NLM STAT- MEDLINE DCOM- 20090128 LR - 20080903 IS - 1520-6017 (Electronic) IS - 0022-3549 (Linking) VI - 97 IP - 10 DP - 2008 Oct TI - Quality-by-design (QbD): effects of testing parameters and formulation variables on the segregation tendency of pharmaceutical powder measured by the ASTM D 6940-04 segregation tester. PG - 4485-97 LID - 10.1002/jps.21320 [doi] AB - The objective of this study was to examine the effects of testing parameters and formulation variables on the segregation tendency of pharmaceutical powders measured by the ASTM D 6940-04 segregation tester using design of experiments (DOE) approaches. The test blends consisted of 4% aspirin (ASP) and 96% microcrystalline cellulose (MCC) with and without magnesium stearate (MgS). The segregation tendency of a blend was determined by measuring the last/first (L/F) ratio, the ratio of aspirin concentrations between the first and last samples discharged from the tester. A 2(2) factorial design was used to determine the effects of measurement parameters [amount of material loaded (W), number of segregation cycles] with number of replicates 6. ANOVA showed that W was a critical parameter for segregation testing. The L/F value deviated further from 1 (greater segregation tendency) with increasing W. A 2(3) full factorial design was used to assess the effects of formulation variables: grade of ASP (unmilled, milled), grade of MCC, and amount of lubricant, MgS. MLR and ANOVA showed that the grade of ASP was the main effect contributing to segregation tendency. Principal Component Regression Analysis established a correlation between L/F and the physical properties of the blend related to ASP and MCC, the ASP/MCC particle size ratio (PSR) and powder cohesion. The physical properties of the blend related to density and flow were not influenced by the grade of ASP and were not related to the segregation tendency of the blend. The direct relationship between L/F and PSR was determined by univariate analysis. Segregation tendency increased as the ASP to MCC particle size increased. This study highlighted critical test parameters for segregation testing and identified critical physical properties of the blends that influence segregation tendency. CI - (c) 2008 Wiley-Liss, Inc. and the American Pharmacists Association FAU - Xie, Lin AU - Xie L AD - School of Pharmacy, University of Maryland, Baltimore, Maryland, USA. FAU - Wu, Huiquan AU - Wu H FAU - Shen, Meiyu AU - Shen M FAU - Augsburger, Larry L AU - Augsburger LL FAU - Lyon, Robbe C AU - Lyon RC FAU - Khan, Mansoor A AU - Khan MA FAU - Hussain, Ajaz S AU - Hussain AS FAU - Hoag, Stephen W AU - Hoag SW LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't PT - Research Support, U.S. Gov't, Non-P.H.S. PL - United States TA - J Pharm Sci JT - Journal of pharmaceutical sciences JID - 2985195R RN - 0 (Pharmaceutical Preparations) RN - 0 (Powders) SB - IM MH - Analysis of Variance MH - *Chemistry, Pharmaceutical MH - Particle Size MH - *Pharmaceutical Preparations MH - *Powders MH - Sensitivity and Specificity EDAT- 2008/02/14 09:00 MHDA- 2009/01/29 09:00 CRDT- 2008/02/14 09:00 PHST- 2008/02/14 09:00 [pubmed] PHST- 2009/01/29 09:00 [medline] PHST- 2008/02/14 09:00 [entrez] AID - S0022-3549(16)32757-5 [pii] AID - 10.1002/jps.21320 [doi] PST - ppublish SO - J Pharm Sci. 2008 Oct;97(10):4485-97. doi: 10.1002/jps.21320.