Department of Biopharmaceutical Process Science, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach an der Riss, Germany.
Biotechnol Bioeng. 2010 Feb 1;105(2):431-8. doi: 10.1002/bit.22549.
Increase in both productivity and product yields in biopharmaceutical process development with recombinant protein producing mammalian cells can be mainly attributed to the advancements in cell line development, media, and process optimization. Only recently, genome-scale technologies enable a system-level analysis to elucidate the complex biomolecular basis of protein production in mammalian cells promising an increased process understanding and the deduction of knowledge-based approaches for further process optimization. Here, the use of gene expression profiling for the analysis of a low titer (LT) and high titer (HT) fed batch process using the same IgG producing CHO cell line was investigated. We found that gene expression (i) significantly differed in HT versus LT process conditions due to differences in applied chemically defined, serum-free media, (ii) changed over the time course of the fed batch processes, and that (iii) both metabolic pathways and 14 biological functions such as cellular growth or cell death were affected. Furthermore, detailed analysis of metabolism in a standard process format revealed the potential use of transcriptomics for rational media design as is shown for the case of lipid metabolism where the product titer could be increased by about 20% based on a lipid modified basal medium. The results demonstrate that gene expression profiling can be an important tool for mammalian biopharmaceutical process analysis and optimization.
在生物制药工艺开发中,使用重组蛋白产生的哺乳动物细胞可以提高生产力和产品产量,这主要归因于细胞系开发、培养基和工艺优化方面的进步。直到最近,基因组规模的技术才使系统级分析能够阐明哺乳动物细胞中蛋白质生产的复杂生物分子基础,有望提高对工艺的理解,并推导出基于知识的方法,以进一步优化工艺。在这里,我们使用基因表达谱分析了使用相同 IgG 产生 CHO 细胞系的低滴度 (LT) 和高滴度 (HT) 分批补料工艺。我们发现,基因表达 (i) 由于应用的化学成分定义、无血清培养基的差异,在 HT 与 LT 工艺条件下差异显著,(ii) 在分批补料过程的时间过程中发生变化,并且 (iii) 代谢途径和 14 种生物学功能(如细胞生长或细胞死亡)都受到影响。此外,在标准工艺格式下对代谢的详细分析表明,转录组学可用于合理的培养基设计,如脂质代谢情况所示,基于改良的基础培养基,产物滴度可以提高约 20%。结果表明,基因表达谱分析可以成为哺乳动物生物制药工艺分析和优化的重要工具。