Monitoring the film coating unit operation and predicting drug dissolution using terahertz pulsed imaging.

Understanding the coating unit operation is imperative to improve product quality and reduce output risks for coated solid dosage forms. Three batches of sustained-release tablets coated with the same process parameters (pan speed, spray rate, etc.) were subjected to terahertz pulsed imaging (TPI) analysis followed by dissolution testing. Mean dissolution times (MDT) from conventional dissolution testing were correlated with terahertz waveforms, which yielded a multivariate, partial least squares regression (PLS) model with an R(2) of 0.92 for the calibration set and 0.91 for the validation set. This two-component, PLS model was built from batch I that was coated in the same environmental conditions (air temperature, humidity, etc.) to that of batch II but at different environmental conditions from batch III. The MDTs of batch II was predicted in a nondestructive manner with the developed PLS model and the accuracy of the predicted values were subsequently validated with conventional dissolution testing and found to be in good agreement. The terahertz PLS model was also shown to be sensitive to changes in the coating conditions, successfully identifying the larger coating variability in batch III. In this study, we demonstrated that TPI in conjunction with PLS analysis could be employed to assist with film coating process understanding and provide predictions on drug dissolution.

[1]  P. Taday,et al.  Terahertz pulsed spectroscopy and imaging in the pharmaceutical setting ‐ a review , 2007, The Journal of pharmacy and pharmacology.

[2]  M. P. Freitas,et al.  Prediction of drug dissolution profiles from tablets using NIR diffuse reflectance spectroscopy: a rapid and nondestructive method. , 2005, Journal of pharmaceutical and biomedical analysis.

[3]  Panos Macheras,et al.  The Mean Dissolution Time Depends on the Dose/Solubility Ratio , 2003, Pharmaceutical Research.

[4]  Y. Ozaki,et al.  Chemoinformetrical evaluation of dissolution property of indomethacin tablets by near-infrared spectroscopy. , 2007, Journal of pharmaceutical sciences.

[5]  Yaochun Shen,et al.  Investigating dissolution performance critical areas on coated tablets: a case study using terahertz pulsed imaging. , 2010, Journal of pharmaceutical sciences.

[6]  M. Khan,et al.  Process analytical technology: chemometric analysis of Raman and near infra-red spectroscopic data for predicting physical properties of extended release matrix tablets. , 2007, Journal of pharmaceutical sciences.

[7]  Jukka Rantanen,et al.  Process analytical applications of Raman spectroscopy , 2007, The Journal of pharmacy and pharmacology.

[8]  Yaochun Shen,et al.  Applications of terahertz pulsed imaging to sustained-release tablet film coating quality assessment and dissolution performance. , 2008, Journal of controlled release : official journal of the Controlled Release Society.

[9]  J. Drennen,et al.  Determination of film-coated tablet parameters by near-infrared spectroscopy. , 1995, Journal of pharmaceutical and biomedical analysis.

[10]  P. Taday,et al.  Development and Application of Terahertz Pulsed Imaging for Nondestructive Inspection of Pharmaceutical Tablet , 2008, IEEE Journal of Selected Topics in Quantum Electronics.

[11]  Yaochun Shen,et al.  Analysis of coating structures and interfaces in solid oral dosage forms by three dimensional terahertz pulsed imaging. , 2007, Journal of pharmaceutical sciences.

[12]  Robert A. Lodder,et al.  Spectrophotometric Prediction of the Dissolution Rate of Carbamazepine Tablets , 1991, Pharmaceutical Research.

[13]  S. Wold,et al.  PLS-regression: a basic tool of chemometrics , 2001 .

[14]  L. Eriksson Multi- and megavariate data analysis , 2006 .

[15]  Yaochun Shen,et al.  Delayed release tablet dissolution related to coating thickness by terahertz pulsed image mapping. , 2008, Journal of pharmaceutical sciences.

[16]  E. S. Ghaly,et al.  Prediction of Drug Dissolution from Tablets Using Near‐Infrared Diffuse Reflectance Spectroscopy as a Nondestructive Method , 2005, Pharmaceutical development and technology.

[17]  Nouna Kettaneh-Wold,et al.  Analysis of mixture data with partial least squares , 1992 .

[18]  Henderik W Frijlink,et al.  Application of process analytical technology in tablet process development using NIR spectroscopy: blend uniformity, content uniformity and coating thickness measurements. , 2008, International journal of pharmaceutics.

[19]  San Kiang,et al.  Raman spectroscopy for the determination of coating uniformity of tablets: assessment of product quality and coating pan mixing efficiency during scale-up , 2007, Journal of Pharmaceutical Innovation.

[20]  B. Buchanan,et al.  Use of Near-Infrared Spectroscopy to Evaluate an Active in a Film Coated Tablet , 1996, Pharmaceutical Research.

[21]  G. Cole Introduction and overview of pharmaceutical coating , 1995 .

[22]  Y. Roggo,et al.  Characterizing process effects on pharmaceutical solid forms using near-infrared spectroscopy and infrared imaging. , 2005, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[23]  J. Hair Multivariate data analysis , 1972 .

[24]  Kenneth R. Morris,et al.  Quantitative analysis of film coating in a pan coater based on in-line sensor measurements , 2005, AAPS PharmSciTech.

[25]  Yaochun Shen,et al.  Terahertz pulsed imaging as an analytical tool for sustained-release tablet film coating. , 2009, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[26]  K. Wahlund,et al.  Monitoring of a film coating process for tablets using near infrared reflectance spectrometry. , 1999, Journal of pharmaceutical and biomedical analysis.

[27]  C. Lathia,et al.  Interpretation of Dissolution Rate Data and Techniques of In Vivo Dissolution , 1991 .

[28]  W. Perry,et al.  A Novel Technique to Quantify Film–Tablet Interfacial Thickness , 2002, Pharmaceutical development and technology.

[29]  Michael Pepper,et al.  3D chemical mapping using terahertz pulsed imaging , 2005, SPIE OPTO.

[30]  P. Taday,et al.  Nondestructive analysis of tablet coating thicknesses using terahertz pulsed imaging. , 2005, Journal of pharmaceutical sciences.

[31]  K. Esbensen Multivariate data analysis - in practise: an introduction to multivariate data analysis and experimental design , 2002 .

[32]  M Pepper,et al.  Analysis of sustained-release tablet film coats using terahertz pulsed imaging. , 2007, Journal of controlled release : official journal of the Controlled Release Society.