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From Mini to Micro Scale – Feasibility of Raman spectroscopy as PAT Tool
Published:
28 February 2011
by MDPI
in The 1st Electronic Conference on Pharmaceutical Sciences
session Future Manufacturing of Pharmaceuticals
Abstract: Background: Active coating is an important unit operation in the pharmaceutical industry. The quality, stability, safety and performance of the final product largely depend on the amount and uniformity of coating applied. Active coating is challenging regarding the total amount of coating and its uniformity. Consequently, there is a strong demand for tools, which are able to monitor and determine the endpoint of a coating operation. In previous work, it was shown that Raman spectroscopy is an appropriate process analytical tool (PAT) to monitor an active spray coating process in a pan coater [1]. Using a multivariate model (Partial Least Squares) the Raman spectral data could be correlated with the coated amount of the API diprophylline. While the multivariate model was shown to be valid for the process in a mini scale pan coater (batch size: 3.5kg cores), the aim of the present work was to prove the robustness of the model by transferring the results to tablets coated to a micro scale pan coater (0.5kg). Method: Coating experiments were performed in both, a mini scale and a micro scale pan coater. The model drug diprophylline was coated on placebo tablets. The multivariate model, established for the process in the mini scale pan coater, was applied to the Raman measurements of tablets coated in the micro scale coater for 6 different coating levels. Then, the amount of coating, which was predicted by the model, was compared with measurements using UV spectroscopy. Results: For all the 6 coating levels the predicted coating amount was equal to the amounts obtained by UV spectroscopy within the statistical error. Thus it was possible to predict the total coating amount with an error smaller than 3.6%. The root mean square of errors for calibration and prediction (RMSEC and RMSEP) was 0.335mg and 0.392mg which means that the model's predictive power is not dependent on the scale or the equipment. Conclusion: The scale-down experiment showed that it was possible to transfer the model developed on a mini scale coater to a micro scale coater. References: [1] J. Müller et al., Feasibility of Raman spectroscopy as PAT tool in active coating, Drug Dev Ind Pharm (2010) 36, 234-243. Acknowledgment: This work was supported by TÁMOP-4.2.1/B-09/1/KONV-2010-0005(Hungary), P-MÖB/817 (Hungary) and DAAD Project PPP Ungarn 50430305 (Germany).
Keywords: Mini scale; micro scale; active coating; Raman spectroscopy; PAT tool