Application of a Statistical Approach to Process Development of Futibatinib by Employing Quality-by-Design Principles. Part 3: Development of Design Space for Control of Particle Size Distribution

关键质量属性 等价(形式语言) 过程(计算) 设计质量 一致性(知识库) 粒度分布 计算机科学 工艺工程 实验设计 过程变量 过程能力 工艺设计 可靠性工程 粒径 数学 在制品 统计 工程类 人工智能 化学工程 过程集成 操作系统 离散数学 运营管理
作者
Yasunori Abe,Kosuke Emori
出处
期刊:Organic Process Research & Development [American Chemical Society]
卷期号:26 (1): 72-81
标识
DOI:10.1021/acs.oprd.1c00147
摘要

This study constructs a control strategy with a design space of the particle size distribution for futibatinib using a design of experiment and statistical approach without an additional milling process to save resources for validating consistency and equivalence. First, an L12 orthogonal experiment of the Plackett–Burman type is designed to identify the risk of whether 11 potential critical process parameters in the recrystallization process are in fact critical process parameters. Next, the effect of particle size distribution is confirmed by changing the levels of the process parameters of agitated drying in the two-trial manufacturing; we find that the agitated drying time is a critical process parameter. Then, we prove that there is little out-of-specification risk of the particle size distribution considering manufacturing error and analytical error using the Monte Carlo approach. Finally, this study confirms the reimplementation of failure mode and effect analysis as risk evaluation improves the understanding of the manufacturing process and reduces the particle size distribution risk of futibatinib by clarifying the process. Based on the quality-by-design concept, we construct a design space and control strategy for the particle size distribution, focusing on experimental design and statistical analysis. This study clarifies that the agitated drying process affects the particle size more than other parameters do. By examining the overall process, this study demonstrates that particle size can be controlled sufficiently without the milling process. It proves that the commercial manufacturing method is a robust process, and futibatinib can be stably produced.
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