Prediction of CHO cell line stability using expression of DNA repair genes

中国仓鼠卵巢细胞 基因 生物 细胞培养 DNA修复 基因表达 人口 细胞 DNA DNA损伤 细胞周期 计算生物学 细胞生物学 分子生物学 遗传学 人口学 社会学
作者
Lauren T. Cordova,Hussain Dahodwala,Rebecca Smith Cooley,Kelvin H. Lee
出处
期刊:Biotechnology Journal [Wiley]
卷期号:19 (1): e2300425-e2300425 被引量:6
标识
DOI:10.1002/biot.202300425
摘要

Chinese hamster ovary (CHO) cells are essential to biopharmaceutical manufacturing and production instability, the loss of productivity over time, is a long-standing challenge in the industry. Accurate prediction of cell line stability could enable efficient screening to identify clones suitable for manufacturing saving significant time and costs. DNA repair genes may offer biomarkers to address this need. In this study, over 40 cell lines representing various host lineages from three companies/organizations were evaluated for expression of five DNA repair genes (Fam35a, Lig4, Palb2, Pari, and Xrcc6). Expression measured in cells with less than 30 population doubling levels (PDLs) was correlated to stability profiles at 60+ PDL. Principal component analysis identified markers which separate stable and unstable CHO-DG44 cell lines. Notably, two genes, Lig4 and Xrcc6, showed higher expression in unstable CHO-DG44 cell lines with copy number loss identified as the mechanism of production instability. Expression levels across all cell ages showed lower DNA repair gene expression was associated with increased cell age. Collectively, DNA repair genes provide critical insight into long-term behavior of CHO cells and their expression levels have potential to predict cell line stability in certain cases.
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