Applying the Quality by Design to Robust Optimization and Design Space Define for Erythropoietin Cell Culture Process

设计质量 关键质量属性 生物制药 促红细胞生成素 生化工程 实验设计 工艺工程 过程分析技术 计算机科学 可靠性工程 工程类 生物过程 生物技术 数学 生物 统计 运营管理 化学工程 下游(制造业) 内分泌学
作者
Tae Kyu Kim,Kwang‐Seok Seo,Sang‐Oh Kwon,H D Kim,JunHee Kim,Min‐Woo Jeong,Thomas A. Little,Mi‐Jung Kim,Chan‐Wha Kim
出处
期刊:Bulletin of The Korean Chemical Society [Wiley]
卷期号:40 (10): 1002-1012 被引量:3
标识
DOI:10.1002/bkcs.11860
摘要

This study is aimed to identify the process characterization of the cell culture of the biopharmaceutical erythropoietin alpha. In biopharmaceutical manufacturing, ensuring safety and efficacy should always be target qualities. The “quality by design” initiative provides guidance on pharmaceutical development to facilitate design of products and processes that maximizes the product′s efficacy and safety profile while enhancing product manufacturability. Fundamental to this approach is an understanding of the relationship between the quality attributes of the product and their impact on safety and efficacy. The DoE approach focuses on quality‐by‐design (QbD). To implement QbD, we report on a case regarding the production of erythropoietin alpha using cultured Chinese hamster ovary cells. Changes in the four critical process parameters (CPPs) of RPM, pH, dissolved oxygen, and temperature were evaluated. To evaluate the DoE, the three CQAs of Z ‐value (N‐glycan score), host cell protein content, and erythropoietin alpha concentration (titer) were monitored and analyzed. Multivariate regression analysis between CPPs and CQAs were used to identify the design space needed to satisfy the targeted CQAs. We used QbD techniques and found optimal conditions for the cell culture process of erythropoietin alpha. Monte Carlo simulation was used under the optimized conditions and the set points were verified. As a result, it was confirmed that the optimal operational range was RPM 191.1–209.0, bioreactor temperature 32–34 °C, pH 7.0–7.2, and dissolved oxygen 24.9–35.1. This scientific understanding facilitates establishment of an expanded design space. In these situations, opportunities exist to develop more flexible regulatory approaches.
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