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CONTROLLING TRYPTOPHAN OXIDATION THROUGH MEDIUM/FEED MODIFICATIONS AND POTENTIAL MOA UNVEILED BY TRANSCRIPTOMICS ANALYSIS

机译:通过中药/进料修饰和潜在的MOA控制三氯甲烷氧化

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Oxidation of monoclonal antibodies (mAbs) is one of the major product quality issues with potential impacts on product activity and immunogenicity. Tryptophan oxidation (Trp-ox) leads to addition of one or two oxygen atoms to the indole ring of its side chain and other subsequent degradation end products. It was reported that Trp-ox in the complementarity-determining region of a mAb led to a progressive loss of antigen binding and biological activity. Trp-ox was also reported to cause color changes in near UV-visible light-irradiated and heat-stressed monoclonal antibody (mAb) drug product in liquid formulation. In addition, Trp-ox was observed under real-time storage and elevated temperature conditions. Recently, we observed that modifying the concentrations of copper, manganese, tryptophan, and cysteine in cell culture media/feed had a significant impact on Trp-ox levels of two mAbs in development produced in Chinese hamster ovary (CHO) cells. We have demonstrated that Trp-ox level can be effectively controlled while maintaining productivity and overall suitable product quality profiles. In this presentation we will summarize those findings and the results from the systematic studies that enabled us to control the Trp-ox levels at both the shake flask and benchtop bioreactor scales. Moreover, we will describe new studies that aimed to understand the potential mechanism of action (MOA) of those components on controlling Trp-ox levels. The advent of NGS technologies and the availability of CHO reference genomes have enabled the systematic analysis of CHO biology and its capacity for recombinant protein production. Here we applied transcriptomic analysis using RNA-Seq to explore the underlying mechanisms of cell culture's impact on Trp-ox. Cell samples from fed-batch bioreactors cultured with control or modified media/feed were harvested and subjected to RNA-Seq analysis. The results showed that cell culture conditions had little impact on the expression of the mAb transgenes (LC and HC), nor genes related to glycosylation, which is consistent with the previous findings on mAb productivity and glycosylation profile. However, cell culture conditions did significantly alter the expression of multiple genes (fold change ≥1.5, p-value ≤0.05). Specific subsets of genes involved in control of oxidative stress and metabolism of copper, manganese, tryptophan cysteine will be discussed in detail. The analyses will focus on genes engaged in scavenging of free radicals because of their known roles in oxidation chemistry and production of reactive oxygen species (ROS). We postulate that these changes in gene expression may provide molecular means to balance the copper availability and glutathione pool, which in turn might result in the observed impact on mAb quality without changing the CHO cell growth and productivity. The work presented here provide another example of how gene expression analyses can shed additional light on potential mechanisms for observed cell culture performance and specifically in this case, changes in recombinant protein product quality attributes. Such understanding could eventually lead to a biomarker-based approach for process optimizations. To the best of our knowledge, this is the first example of using transcriptomic analysis to mechanistically understand the impact of cell culture on critical quality attributes other than glycosylation. Therefore, we believe this presentation is of great interest to general biopharmaceutical community and is relevant the themes of the Conference, especially to the section 'Advances in cell culture control of product quality attributes'.
机译:单克隆抗体(mAb)的氧化是主要的产品质量问题之一,对产品活性和免疫原性有潜在影响。色氨酸氧化(Trp-ox)导致一个或两个氧原子加到其侧链的吲哚环和其他随后的降解终产物中。据报道,在mAb的互补决定区中的Trp-ox导致抗原结合和生物学活性的逐渐丧失。据报道,在液体制剂中,Trp-ox还会在近紫外线可见光照射和热应激的单克隆抗体(mAb)药物产品中引起颜色变化。另外,在实时存储和高温条件下观察到Trp-ox。最近,我们观察到,改变细胞培养基/饲料中铜,锰,色氨酸和半胱氨酸的浓度对中国仓鼠卵巢(CHO)细胞中产生的两个mAb的Trp-ox水平具有重大影响。我们证明了可以有效控制Trp-ox含量,同时保持生产率和整体合适的产品质量。在本演讲中,我们将总结这些发现以及系统研究的结果,这些结果使我们能够在摇瓶和台式生物反应器规模上控制Trp-ox水平。此外,我们将描述旨在了解这些成分控制Trp-ox水平的潜在作用机制(MOA)的新研究。 NGS技术的出现和CHO参考基因组的可用性使CHO生物学及其重组蛋白生产能力的系统分析成为可能。在这里,我们使用RNA序列进行转录组分析,以探索细胞培养对Trp-ox影响的潜在机制。收获来自用对照或改良培养基/饲料培养的分批补料生物反应器的细胞样品,并进行RNA-Seq分析。结果表明,细胞培养条件对mAb转基因(LC和HC)的表达几乎没有影响,也没有与糖基化相关的基因的影响,这与先前关于mAb生产率和糖基化谱的发现是一致的。然而,细胞培养条件确实显着改变了多个基因的表达(倍数变化≥1.5,p值≤0.05)。将详细讨论与控制氧化应激和铜,锰,色氨酸半胱氨酸代谢有关的特定基因子集。分析将集中在清除自由基的基因上,因为它们在氧化化学和活性氧(ROS)的产生中具有已知作用。我们推测基因表达的这些变化可能会提供分子手段,以平衡铜的利用率和谷胱甘肽池,这反过来可能会导致观察到的对mAb质量的影响,而不会改变CHO细胞的生长和生产力。本文介绍的工作提供了另一个例子,说明基因表达分析如何为观察细胞培养性能的潜在机制提供更多信息,特别是在这种情况下,重组蛋白质产品质量属性的变化。这种理解最终可能导致基于生物标记的方法进行过程优化。据我们所知,这是第一个使用转录组分析来机械地理解细胞培养对糖基化以外的关键质量属性的影响的例子。因此,我们相信本演示文稿将引起一般生物制药界的极大兴趣,并且与会议主题相关,尤其是与“细胞培养控制产品质量属性的进展”部分有关。

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