Böhl Ole Jacob, Schellenberg Jana, Bahnemann Janina, Hitzmann Bernd, Scheper Thomas, Solle Dörte
Leibniz Universität Hannover Institut für Technische Chemie Hannover Germany.
Universität Hohenheim Fachgebiet für Prozessanalytik und Getreidewissenschaft Stuttgart Germany.
Eng Life Sci. 2020 Dec 3;21(3-4):196-207. doi: 10.1002/elsc.202000056. eCollection 2021 Mar.
The quality by design approach was introduced to the biopharmaceutical industry over 15 years ago. This principle is widely implemented in the characterization of monoclonal antibody production processes. Anyway, the early process phase, namely the inoculum expansion, was not yet investigated and characterized for most processes. In order to increase the understanding of early process parameter interactions and their influence on the later production process, a risk assessment followed by a design of experiments approach was conducted. The DoE included the critical parameters methotrexate (MTX) concentration, initial passage viable cell density and passage duration. Multivariate data analysis led to mathematical regression models and the establishment of a designated design space for the studied parameters. It was found that the passage duration as well as the initial viable cell density for each passage during the inoculum expansion have severe effects on the growth rate and viability of the early process phase. Furthermore, the variations during the inoculum expansion directly influenced the production process responses. This carry-over of factor effects highlights the crucial impact of early process failures and the importance of process analysis and control during the first part of mAb production processes.
设计质量方法在15多年前就被引入生物制药行业。这一原则在单克隆抗体制备工艺的表征中得到广泛应用。然而,对于大多数工艺而言,早期工艺阶段,即接种扩增阶段,尚未得到研究和表征。为了增进对早期工艺参数相互作用及其对后期生产工艺影响的理解,开展了风险评估,随后采用了实验设计方法。实验设计包括关键参数甲氨蝶呤(MTX)浓度、初始传代活细胞密度和传代持续时间。多变量数据分析得出了数学回归模型,并为所研究的参数建立了指定的设计空间。结果发现,接种扩增过程中的传代持续时间以及每代的初始活细胞密度对早期工艺阶段的生长速率和活力有严重影响。此外,接种扩增过程中的变化直接影响生产工艺响应。这种因素效应的延续凸显了早期工艺失败的关键影响以及单克隆抗体制备工艺第一阶段过程分析和控制的重要性。