Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark; Novo Nordisk A/S, ET Oral Product Development, Måløv, Denmark.
Novo Nordisk A/S, ET Oral Product Development, Måløv, Denmark.
Int J Pharm. 2024 Sep 5;662:124534. doi: 10.1016/j.ijpharm.2024.124534. Epub 2024 Jul 28.
The process analytical technology (PAT) framework is well established and integral to facilitate process understanding, enable a transition from batch to continuous manufacturing, and improve product quality. Near-infrared (NIR) spectroscopy has been established as a standard PAT tool for many process analytical challenges, including monitoring powder blend homogeneity. However, alternative technologies for monitoring powder blending are of interest due to the importance of the blending step in manufacturing solid oral dosage forms. Terahertz time-domain spectroscopy (THz-TDS) is therefore explored in this study as an alternative tool for monitoring blend homogeneity with the potential for endpoint control in a batch blending process. Powder blends of microcrystalline cellulose (MCC) and dibasic calcium phosphate dihydrate and blends of MCC and granulated α-lactose monohydrate were investigated non-invasively at various compositions using THz-TDS in transmission mode for acquiring spectra from samples enclosed in the blending container. It was found that attenuation- and phase-related parameters acquired with THz-TDS could reliably resolve physical changes related to the homogeneity of the blend. Further evaluations revealed that changes in the bulk density of the blend, in addition to the intrinsic optical properties of the materials, played a critical role in the observed trends for both systems. In contrast, the scattering contribution of the powder was mainly crucial for the attenuation-related parameter in blends with materials of high refractive indices. Finally, THz-TDS measurements were acquired throughout a blending process mimicking a continuous acquisition. The method could follow blending dynamics and resulted in reasonable predictive errors of the content of 0.5 - 2.5 %. Relative standard deviations for high content blends (20 %) were acceptable (3 - 7 %) whereas at low contents (5 %) significantly higher values (9 - 35 %) were found. Based on these findings, THz-TDS is a feasible PAT tool for monitoring blend homogeneity and controlling high content blend processes, although precision and accuracy is considered to improve with a more suitable interface.
过程分析技术(PAT)框架已经成熟并成为促进工艺理解、实现从批量生产向连续生产转变以及提高产品质量的重要手段。近红外(NIR)光谱已被确立为许多过程分析挑战的标准 PAT 工具,包括监测粉末混合均匀度。然而,由于混合步骤在制造固体制剂中的重要性,监测粉末混合的替代技术也引起了人们的兴趣。太赫兹时域光谱(THz-TDS)因此被探索为监测混合均匀度的替代工具,具有在批量混合过程中实现终点控制的潜力。本文研究了太赫兹时域光谱(THz-TDS)在监测混合均匀度方面的应用,以非侵入方式在不同组成下对微晶纤维素(MCC)和二水合磷酸氢钙的粉末混合物以及 MCC 和颗粒 α-乳糖一水合物的混合物进行了研究。在传输模式下,THz-TDS 用于从混合容器中封闭的样品中获取光谱。结果发现,THz-TDS 获得的衰减和相位相关参数能够可靠地分辨与混合物均匀度相关的物理变化。进一步的评估表明,混合物的堆积密度变化,以及材料的固有光学性质,对两个系统的观察趋势都起着关键作用。相比之下,对于折射率高的材料混合物,粉末的散射贡献主要对衰减相关参数起决定性作用。最后,模拟连续采集的过程中进行了 THz-TDS 测量。该方法可以跟踪混合动力学,并对 0.5-2.5%的含量具有合理的预测误差。高含量混合物(20%)的相对标准偏差是可以接受的(3-7%),而低含量(5%)时则显著较高(9-35%)。基于这些发现,THz-TDS 是一种可行的 PAT 工具,可用于监测混合均匀度并控制高含量混合过程,尽管精度和准确性被认为可以通过更合适的接口来提高。