Strategies for developing design spaces for viral clearance by anion exchange chromatography during monoclonal antibody production

设计质量 关键质量属性 分式析因设计 单克隆抗体 过程(计算) 计算机科学 析因实验 实验设计 质量(理念) 生化工程 工艺工程 工艺设计 化学 生物系统 色谱法 数学 抗体 工程类 生物 统计 机器学习 物理 粒径 过程集成 物理化学 量子力学 免疫学 操作系统
作者
Daniel Strauss,Tony Cano,Nick Cai,Heather Delucchi,Magdalena Plancarte,Daniel A. Coleman,Gregory S. Blank,Qi Chen,Bin Yang
出处
期刊:Biotechnology Progress [Wiley]
卷期号:26 (3): 750-755 被引量:36
标识
DOI:10.1002/btpr.385
摘要

The quality-by-design (QbD) regulatory initiative promotes the development of process design spaces describing the multidimensional effects and interactions of process variables on critical quality attributes of therapeutic products. However, because of the complex nature of production processes, strategies must be devised to provide for design space development with reasonable allocation of resources while maintaining highly dependable results. Here, we discuss strategies for the determination of design spaces for viral clearance by anion exchange chromatography (AEX) during purification of monoclonal antibodies. We developed a risk assessment for AEX using a formalized method and applying previous knowledge of the effects of certain variables and the mechanism of action for virus removal by this process. We then use design-of-experiments (DOE) concepts to perform a highly fractionated factorial experiment and show that varying many process parameters simultaneously over wide ranges does not affect the ability of the AEX process to remove endogenous retrovirus-like particles from CHO-cell derived feedstocks. Finally, we performed a full factorial design and observed that a high degree of viral clearance was obtained for three different model viruses when the most significant process parameters were varied over ranges relevant to typical manufacturing processes. These experiments indicate the robust nature of viral clearance by the AEX process as well as the design space where removal of viral impurities and contaminants can be assured. In addition, the concepts and methodology presented here provides a general approach for the development of design spaces to assure that quality of biotherapeutic products is maintained.
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