Chemometric methods for the quantification of crystalline tacrolimus in solid dispersion by powder X-ray diffractrometry.

The objective of this study was to develop powder X-ray diffraction (XRPD) chemometric model for quantifying crystalline tacrolimus from solid dispersion (SD). Three SDs (amorphous tacrolimus component) with varying drug to excipient ratios (24.4%, 6.7%, and 4.3% drug) were prepared. Placebo SDs were mixed with crystalline tacrolimus to make their composition equivalent to three SD (crystalline tacrolimus component). These two components were mixed to cover 0%-100% of crystalline drug. Uniformity of the sample mixtures was confirmed by near-infrared chemical imaging. XRPD showed three distinct peaks of crystalline drug at 8.5°, 10.3°, and 11.2° (2θ), which were nonoverlapping with the excipients. Principal component regressions (PCR) and partial least square (PLS) regression used in model development showed high R(2) (>0.99) for all the mixtures. Overall, the model showed low root mean square of standard error, standard error, and bias, which was smaller in PLS than PCR-based model. Furthermore, the model performance was evaluated on the formulations with known percentage of crystalline drug. Model-calculated crystalline drug percentage values were close to actual value. Therefore, these studies strongly suggest the application of chemometric-XRPD models as a quality control tool to quantitatively predict the crystalline drug in the formulation.

[1]  Barry M. Wise,et al.  The process chemometrics approach to process monitoring and fault detection , 1995 .

[2]  A. Serajuddin,et al.  Solid dispersion of poorly water-soluble drugs: early promises, subsequent problems, and recent breakthroughs. , 1999, Journal of pharmaceutical sciences.

[3]  E. Letko,et al.  Tacrolimus (FK 506). , 1999, Annals of allergy, asthma & immunology : official publication of the American College of Allergy, Asthma, & Immunology.

[4]  F. Hirayama,et al.  Comparative studies of the enhancing effects of cyclodextrins on the solubility and oral bioavailability of tacrolimus in rats. , 2001, Journal of pharmaceutical sciences.

[5]  G. Amidon,et al.  Tacrolimus is a class II low-solubility high-permeability drug: the effect of P-glycoprotein efflux on regional permeability of tacrolimus in rats. , 2002, Journal of pharmaceutical sciences.

[6]  Atsuo Ohike,et al.  Establishment of new preparation method for solid dispersion formulation of tacrolimus. , 2003, International journal of pharmaceutics.

[7]  C. Staatz,et al.  Clinical Pharmacokinetics and Pharmacodynamics of Tacrolimus in Solid Organ Transplantation , 2004, Clinical pharmacokinetics.

[8]  H. Nair,et al.  Design and Evaluation of Self-Microemulsifying Drug Delivery System (SMEDDS) of Tacrolimus , 2008, AAPS PharmSciTech.

[9]  K. Johnston,et al.  Effect of Stabilizer on the Maximum Degree and Extent of Supersaturation and Oral Absorption of Tacrolimus Made By Ultra-Rapid Freezing , 2007, Pharmaceutical Research.

[10]  K. Takayama,et al.  An Accurate Quantitative Analysis of Polymorphic Content by Chemometric X-ray Powder Diffraction , 2008, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

[11]  K. Nagapudi,et al.  Quantification of compaction-induced crystallinity reduction of a pharmaceutical solid using 19F solid-state NMR and powder X-ray diffraction , 2009, Drug development and industrial pharmacy.

[12]  H. Nair,et al.  Development and Characterization of Self-Microemulsifying Drug Delivery System of Tacrolimus for Intravenous Administration , 2009, Drug development and industrial pharmacy.

[13]  Han‐Gon Choi,et al.  Effect of the solid-dispersion method on the solubility and crystalline property of tacrolimus. , 2010, International journal of pharmaceutics.

[14]  Pallavi V Pople,et al.  Targeting tacrolimus to deeper layers of skin with improved safety for treatment of atopic dermatitis. , 2010, International journal of pharmaceutics.

[15]  Hongzhuo Liu,et al.  Enhanced oral bioavailability of tacrolimus in rats by self-microemulsifying drug delivery systems , 2011, Drug development and industrial pharmacy.

[16]  H. Patel,et al.  Formulation strategies for drug delivery of tacrolimus: An overview , 2012, International journal of pharmaceutical investigation.

[17]  A. Kikuchi,et al.  Aminoalkyl methacrylate copolymers for improving the solubility of tacrolimus. I: Evaluation of solid dispersion formulations. , 2012, International journal of pharmaceutics.

[18]  M. Khan,et al.  Chemometric evaluation of near infrared, fourier transform infrared, and Raman spectroscopic models for the prediction of nimodipine polymorphs. , 2013, Journal of pharmaceutical sciences.

[19]  Qun Ma,et al.  Multivariate detection limits of on-line NIR model for extraction process of chlorogenic acid from Lonicera japonica. , 2013, Journal of pharmaceutical and biomedical analysis.

[20]  Scott W. Smith,et al.  Physical stability of pharmaceutical formulations: solid-state characterization of amorphous dispersions , 2013 .