Fluidised bed granulation of two APIs: QbD approach and development of a NIR in-line monitoring method

The study focused on the fluid-bed granulation process of a product with two active pharmaceutical ingredients, intended for coated tablets preparation and further transfer to industrial scale. The work aimed to prove that an accurate control of the critical granulation parameters can level the input material variability and offer a user-friendly process control strategy. Moreover, an in-line Near-Infrared monitoring method was developed, which offered a real time overview of the moisture level along the granulation process, thus a reliable supervision and control process analytical technology (PAT) tool. The experimental design's results showed that the use of apparently interchangeable active pharmaceutical ingredients (APIs) and filler sorts that comply with pharmacopoeial specifications, lead to different end-product critical attributes. By adapting critical granulation parameters (i.e. binder spray rate and atomising pressure) as a function of material characteristics, led to granules with average sizes comprised in a narrow range of 280–320 µm and low non-granulated fraction of under 5%. Therefore, the accurate control of process parameters according to the formulation particularities achieved the maintenance of product within the design space and removed material related variability. To complete the Quality by design (QbD) strategy, despite its limited spectral domain, the microNIR spectrometer was successfully used as a robust PAT monitoring tool that offered a real time overview of the moisture level and allowed the supervision and control of the granulation process.

[1]  J. Kushner,et al.  Examining the impact of excipient material property variation on drug product quality attributes: a quality-by-design study for a roller compacted, immediate release tablet. , 2011, Journal of pharmaceutical sciences.

[2]  Mike Denham,et al.  Real time release testing of tablet content and content uniformity. , 2018, International journal of pharmaceutics.

[3]  Maria Fernanda Pimentel,et al.  Comparing the analytical performances of Micro-NIR and FT-NIR spectrometers in the evaluation of acerola fruit quality, using PLS and SVM regression algorithms. , 2017, Talanta.

[4]  T Flanagan,et al.  Biopharmaceutical aspects and implications of excipient variability in drug product performance , 2017, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[5]  Kenneth R Morris,et al.  Determination of fluidized bed granulation end point using near-infrared spectroscopy and phenomenological analysis. , 2005, Journal of pharmaceutical sciences.

[6]  Attila Farkas,et al.  Raman Spectroscopy for Process Analytical Technologies of Pharmaceutical Secondary Manufacturing , 2018, AAPS PharmSciTech.

[7]  I. Tomuță,et al.  Risk assessment and experimental design in the development of a prolonged release drug delivery system with paliperidone , 2017, Drug design, development and therapy.

[8]  Jean Paul Remon,et al.  NIR spectroscopic method for the in-line moisture assessment during drying in a six-segmented fluid bed dryer of a continuous tablet production line: Validation of quantifying abilities and uncertainty assessment. , 2014, Journal of pharmaceutical and biomedical analysis.

[9]  Manel Bautista,et al.  On-line monitoring of a granulation process by NIR spectroscopy. , 2010, Journal of pharmaceutical sciences.

[10]  I. Tomuță,et al.  Formulation and pharmaceutical development of quetiapine fumarate sustained release matrix tablets using a QbD approach , 2017, Acta pharmaceutica.

[11]  R. Carlson,et al.  Design of Experiments, Principles and Applications, L. Eriksson, E. Johansson, N. Kettaneh‐ Wold, C. Wikström and S. Wold, Umetrics AB, Umeå Learnways AB, Stockholm, 2000, ISBN 91‐973730‐0‐1, xii + 329 pp. , 2001 .

[12]  D. Parikh Handbook of Pharmaceutical Granulation Technology , 2005 .

[13]  M. Jamrógiewicz Application of the near-infrared spectroscopy in the pharmaceutical technology. , 2012, Journal of pharmaceutical and biomedical analysis.

[14]  L. Barbu-Tudoran,et al.  Defining the design space for freeze-dried orodispersible tablets with meloxicam , 2016, Drug development and industrial pharmacy.

[15]  G. Betz,et al.  Variability in commercial carbamazepine samples--impact on drug release. , 2011, International journal of pharmaceutics.

[16]  Haibin Qu,et al.  Application of in-line near infrared spectroscopy and multivariate batch modeling for process monitoring in fluid bed granulation. , 2013, International journal of pharmaceutics.

[17]  P. Frake,et al.  Process control and end-point determination of a fluid bed granulation by application of near infra-red spectroscopy , 1997 .

[18]  Radigya M. Correia,et al.  Portable near infrared spectroscopy applied to quality control of Brazilian coffee. , 2018, Talanta.

[19]  Stuart L. Cantor,et al.  Pharmaceutical Granulation Processes, Mechanism and the Use of Binders , 2008 .

[20]  M. Kuentz,et al.  Pharmaceutical excipients - quality, regulatory and biopharmaceutical considerations. , 2016, European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences.

[21]  P. Van Bockstal,et al.  Formulation Optimization of Freeze-Dried Long-Circulating Liposomes and In-Line Monitoring of the Freeze-Drying Process Using an NIR Spectroscopy Tool. , 2018, Journal of pharmaceutical sciences.

[22]  I. Tomuță,et al.  QbD for pediatric oral lyophilisates development: risk assessment followed by screening and optimization , 2017, Drug development and industrial pharmacy.

[23]  C Vervaet,et al.  Near infrared and Raman spectroscopy for the in-process monitoring of pharmaceutical production processes. , 2011, International journal of pharmaceutics.

[24]  Margaret A. Nemeth,et al.  Multi- and Megavariate Data Analysis , 2003, Technometrics.

[25]  J. Rantanen,et al.  Use of the Near-Infrared Reflectance Method for Measurement of Moisture Content During Granulation , 2000, Pharmaceutical development and technology.

[26]  Frans van den Berg,et al.  Review of the most common pre-processing techniques for near-infrared spectra , 2009 .

[27]  R. Martins,et al.  Characteristics of piroxicam granules prepared by fluidized bed hot melt granulation , 2018 .

[28]  Gabriele Reich,et al.  A quality by design study applied to an industrial pharmaceutical fluid bed granulation. , 2012, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.