{"title":"采用质量设计原则的统计方法在福替替尼工艺开发中的应用。第三部分:粒度分布控制设计空间的开发","authors":"Yasunori Abe*, Kosuke Emori","doi":"10.1021/acs.oprd.1c00147","DOIUrl":null,"url":null,"abstract":"<p >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 <i>L</i><sub>12</sub> 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.</p>","PeriodicalId":55,"journal":{"name":"Organic Process Research & Development","volume":"26 1","pages":"72–81"},"PeriodicalIF":3.5000,"publicationDate":"2022-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"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\",\"authors\":\"Yasunori Abe*, Kosuke Emori\",\"doi\":\"10.1021/acs.oprd.1c00147\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >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 <i>L</i><sub>12</sub> 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.</p>\",\"PeriodicalId\":55,\"journal\":{\"name\":\"Organic Process Research & Development\",\"volume\":\"26 1\",\"pages\":\"72–81\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2022-01-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Organic Process Research & Development\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://pubs.acs.org/doi/10.1021/acs.oprd.1c00147\",\"RegionNum\":3,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Organic Process Research & Development","FirstCategoryId":"92","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acs.oprd.1c00147","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
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
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.
期刊介绍:
The journal Organic Process Research & Development serves as a communication tool between industrial chemists and chemists working in universities and research institutes. As such, it reports original work from the broad field of industrial process chemistry but also presents academic results that are relevant, or potentially relevant, to industrial applications. Process chemistry is the science that enables the safe, environmentally benign and ultimately economical manufacturing of organic compounds that are required in larger amounts to help address the needs of society. Consequently, the Journal encompasses every aspect of organic chemistry, including all aspects of catalysis, synthetic methodology development and synthetic strategy exploration, but also includes aspects from analytical and solid-state chemistry and chemical engineering, such as work-up tools,process safety, or flow-chemistry. The goal of development and optimization of chemical reactions and processes is their transfer to a larger scale; original work describing such studies and the actual implementation on scale is highly relevant to the journal. However, studies on new developments from either industry, research institutes or academia that have not yet been demonstrated on scale, but where an industrial utility can be expected and where the study has addressed important prerequisites for a scale-up and has given confidence into the reliability and practicality of the chemistry, also serve the mission of OPR&D as a communication tool between the different contributors to the field.