拉曼光谱
过程分析技术
单克隆抗体
工艺工程
过程(计算)
过程控制
下游(制造业)
生化工程
环境科学
工艺优化
生物系统
下游加工
计算机科学
化学
材料科学
色谱法
化学工程
抗体
工程类
生物
生物过程
物理
光学
操作系统
免疫学
环境工程
运营管理
作者
Denizhan Yilmaz,Hamidreza Mehdizadeh,Dunie Navarro,Amar Shehzad,M. L. O'Connor,P.O. McCormick
摘要
Abstract Monoclonal antibodies (mAbs) are biopharmaceuticals produced by mammalian cell lines in bioreactors at a variety of scales. Cell engineering, media optimization, process monitoring, and control strategies for in vitro production have become crucial subjects to meet increasing demand for these high value pharmaceuticals. Raman Spectroscopy has gained great attention in the pharmaceutical industry for process monitoring and control to maintain quality assurance. For the first time, this article demonstrated the possibility of subclass independent quantitative mAb prediction by Raman spectroscopy in real time. The developed model estimated the concentrations of different mAb isotypes with average prediction errors of 0.2 (g/L) over the course of cell culture. In situ Raman spectroscopy combined with chemometric methods showed to be a useful predictive tool for monitoring of real time mAb concentrations in a permeate stream without sample removal. Raman spectroscopy can, therefore, be considered as a reliable process analytical technology tool for process monitor, control, and intensification of downstream continuous manufacturing. The presented results provide useful information for pharmaceutical industries to choose the most appropriate spectroscopic technology for their continuous processes.
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