Suppr超能文献

通过对初级干燥阶段的数学建模,为冷冻干燥过程建立多瓶设计空间。

Establishing a Multi-Vial Design Space for the Freeze-Drying Process by Means of Mathematical Modeling of the Primary Drying Stage.

机构信息

National Center of Bioproducts, Bejucal, Mayabeque 32600, Cuba.

National Center of Bioproducts, Bejucal, Mayabeque 32600, Cuba.

出版信息

J Pharm Sci. 2024 Jun;113(6):1506-1514. doi: 10.1016/j.xphs.2024.02.007. Epub 2024 Feb 10.

Abstract

Primary drying is the most critical stage of the freeze-drying process. This work aimed to establish a design space for this process by means of mathematical modeling of the primary drying stage, capable of addressing the thermal characteristics of distinct vial suppliers. Modeling of primary drying was implemented on Microsoft Excel using steady-state heat and mass transfer equations at two extreme conditions as assessed by risk analysis, to predict product temperature and primary-drying time. The heat transfer coefficients (K) of four different vial suppliers were experimentally determined, both, at the center and edge of the freeze-dryer's shelf. Statistically significant differences (ANOVA p<0.05) were observed between suppliers throughout the assessed pressure range. Overall, the average K/K (edge/center) ratio was higher than 1.6 for all suppliers due to the radiation effect. A design space for the drying process was established using mathematical modeling taking into account the K of the worst-case supplier, in the shelf edge. A primary drying cycle was carried out at a shelf temperature of -25 °C and a chamber pressure of 45 mTorr for 8 % sucrose and at -10 °C and 75 mTorr for 5 % NaCl. Freeze-dried products with good cosmetic appearance were obtained for the four vial suppliers both, in the shelf center and edge. The results show that it is possible to predict and establish the critical parameters for the primary drying stage, under a design space concept, considering the differences in the K of vial suppliers without adverse consequences on the quality of the finished freeze-dried product.

摘要

主干燥是冷冻干燥过程中最关键的阶段。本工作旨在通过对主干燥阶段进行数学建模,建立该过程的设计空间,从而能够解决不同小瓶供应商的热特性问题。在 Microsoft Excel 上通过使用稳态热和传质方程对风险评估中评估的两种极端情况进行主干燥建模,以预测产品温度和主干燥时间。通过实验确定了四个不同小瓶供应商的传热系数 (K),分别在冷冻干燥器搁板的中心和边缘处进行。在评估的压力范围内,在所有供应商之间观察到了统计学上显著的差异 (ANOVA p<0.05)。总体而言,由于辐射效应,所有供应商的平均 K/K(边缘/中心)比值均高于 1.6。通过考虑最坏情况下供应商的 K,使用数学建模为干燥过程建立了设计空间,该供应商的 K 在搁板边缘处。在-25°C 的搁板温度和 45 mTorr 的腔室压力下进行 8%蔗糖的主干燥循环,在-10°C 和 75 mTorr 的腔室压力下进行 5%NaCl 的主干燥循环。对于四个小瓶供应商,在搁板中心和边缘处,都获得了外观良好的冷冻干燥产品。结果表明,考虑到小瓶供应商 K 的差异,可以在设计空间概念下预测和建立主干燥阶段的关键参数,而不会对最终冷冻干燥产品的质量产生不利影响。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验