| Literature DB >> 33839228 |
Md Anik Alam1, Yang Angela Liu2, Stephanie Dolph2, Marcin Pawliczek3, Elisabeth Peeters2, Andrew Palm2.
Abstract
A Near Infrared (NIR) method was developed using a small benchtop feed frame system to quantify Saccharin potency in a powder blend during continuous manufacturing process. A 15-point Design of Experiments (DoE) was created based on the NIR spectral response and compositions of the formulation to develop a calibration set. The calibration set was designed to create compositional and raw material lots variation using minimum resources. The calibration experiments utilized around 0.5 kg Saccharin (Active Pharmaceutical Ingredient (API) surrogate) and 1.8 kg of excipients. Partial Least Square (PLS) modeling was used to develop a quantitative NIR method from the calibration data. The NIR method was implemented during 5 test batches in two different manufacturing sites across different potency levels at a continuous manufacturing platform for direction compression. Acceptable prediction performance was achieved from the NIR method at both sites. The NIR method was robust against changes in process scale and NIR instruments. The variance information built into the calibration set was found to be critical to successful model performance. This study shows a benchtop feed frame can be used for material sparing calibration method development without operating at a full-scale process line and applied across multiple sites, instruments at different potency levels.Entities:
Keywords: Calibration; Continuous manufacturing; Direct compression; Near infrared; Potency monitoring; Process Analytical Technology; Robustness
Year: 2021 PMID: 33839228 DOI: 10.1016/j.ijpharm.2021.120581
Source DB: PubMed Journal: Int J Pharm ISSN: 0378-5173 Impact factor: 5.875