Suppr超能文献

通过 DOE 引导的培养基改良来解决氨基酸衍生的抑制性代谢产物并提高 CHO 细胞培养性能。

Addressing amino acid-derived inhibitory metabolites and enhancing CHO cell culture performance through DOE-guided media modifications.

机构信息

Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland, USA.

Department of Chemical Engineering, University of Massachusetts Lowell, Lowell, Massachusetts, USA.

出版信息

Biotechnol Bioeng. 2023 Sep;120(9):2542-2558. doi: 10.1002/bit.28403. Epub 2023 Apr 25.

Abstract

Previously, we identified six inhibitory metabolites (IMs) accumulating in Chinese hamster ovary (CHO) cultures using AMBIC 1.0 community reference medium that negatively impacted culture performance. The goal of the current study was to modify the medium to control IM accumulation through design of experiments (DOE). Initial over-supplementation of precursor amino acids (AAs) by 100% to 200% in the culture medium revealed positive correlations between initial AA concentrations and IM levels. A screening design identified 5 AA targets, Lys, Ile, Trp, Leu, Arg, as key contributors to IMs. Response surface design analysis was used to reduce initial AA levels between 13% and 33%, and these were then evaluated in batch and fed-batch cultures. Lowering AAs in basal and feed medium and reducing feed rate from 10% to 5% reduced inhibitory metabolites HICA and NAP by up to 50%, MSA by 30%, and CMP by 15%. These reductions were accompanied by a 13% to 40% improvement in peak viable cell densities and 7% to 50% enhancement in IgG production in batch and fed-batch processes, respectively. This study demonstrates the value of tuning specific AA levels in reference basal and feed media using statistical design methodologies to lower problematic IMs.

摘要

先前,我们使用 AMBIC 1.0 社区参考培养基鉴定了在 CHO 培养物中积累的六种抑制代谢物(IMs),这些代谢物对培养性能产生负面影响。本研究的目的是通过实验设计(DOE)来修改培养基以控制 IM 积累。在培养基中初始补充 100%至 200%的前体氨基酸(AA),发现初始 AA 浓度与 IM 水平之间存在正相关关系。筛选设计确定了 5 种 AA 靶点,Lys、Ile、Trp、Leu 和 Arg,它们是 IMs 的关键贡献者。响应面设计分析用于将初始 AA 水平降低 13%至 33%,然后在分批和补料分批培养中进行评估。降低基础培养基和补料培养基中的 AA,并将补料率从 10%降低至 5%,可使抑制代谢物 HICA 和 NAP 降低高达 50%,MSA 降低 30%,CMP 降低 15%。这些降低伴随着批处理和补料分批过程中峰值活细胞密度提高 13%至 40%,IgG 产量提高 7%至 50%。本研究表明,使用统计设计方法调整参考基础培养基和补料培养基中的特定 AA 水平以降低有问题的 IMs 具有重要价值。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验