Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, Connecticut 06269.
Physical Sciences, Inc., Andover, Massachusetts 01810.
J Pharm Sci. 2019 Jan;108(1):416-430. doi: 10.1016/j.xphs.2018.07.031. Epub 2018 Aug 13.
The aim of this research was to evaluate the impact of variability in ice sublimation rate (dm/dt) measurement and vial heat transfer coefficient (K) on product temperature prediction during the primary drying phase of lyophilization. The mathematical model used for primary drying uses dm/dt and K as inputs to predict product temperature. A second-generation tunable diode laser absorption spectroscopy (TDLAS)-based sensor was used to measure dm/dt. In addition, a new approach to calculate drying heterogeneity in a batch during primary drying is described. The TDLAS dm/dt measurements were found to be within 5%-10% of gravimetric measurement for laboratory- and pilot-scale lyophilizers. Intersupplier variability in K was high for the same "type" of vials, which can lead to erroneous product temperature prediction if "one value" of vial heat transfer coefficient is used for "all vial types" from different suppliers. Studies conducted in both a laboratory- and a pilot-scale lyophilizer showed TDLAS product temperature to be within ±1°C of average thermocouple temperature during primary drying. Using TDLAS data and calculations to estimate drying heterogeneity (number of vials undergoing primary drying), good agreement was obtained between theoretical and experimental results, demonstrating usefulness of the new approach.
本研究旨在评估在冷冻干燥的初级干燥阶段,冰升华率(dm/dt)测量和小瓶热传递系数(K)的变化对产品温度预测的影响。用于初级干燥的数学模型将 dm/dt 和 K 作为输入来预测产品温度。第二代可调谐二极管激光吸收光谱(TDLAS)传感器用于测量 dm/dt。此外,还描述了一种在初级干燥过程中计算批处理干燥不均匀性的新方法。TDLAS dm/dt 测量结果与实验室和中试规模冷冻干燥机的重量测量值相差在 5%-10%以内。对于相同“类型”的小瓶,K 的供应商间变异性很高,如果对来自不同供应商的“所有小瓶类型”使用“一个”小瓶热传递系数,则可能会导致错误的产品温度预测。在实验室和中试规模冷冻干燥机中进行的研究表明,在初级干燥过程中,TDLAS 产品温度与平均热电偶温度相差在±1°C 以内。使用 TDLAS 数据和计算来估计干燥不均匀性(进行初级干燥的小瓶数量),理论和实验结果之间得到了很好的一致性,证明了新方法的有用性。