Investigating subpopulation dynamics in clonal CHO-K1 cells with single-cell RNA sequencing.

IF 4.1 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Journal of biotechnology Pub Date : 2025-01-15 DOI:10.1016/j.jbiotec.2025.01.010
Luke B Morina, Haoyu Chris Cao, Siqi Chen, Swetha Kumar, Kevin S McFarland, Natalia I Majewska, Michael J Betenbaugh, Winston Timp
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Abstract

Chinese Hamster Ovary (CHO) cells produce monoclonal antibodies and other biotherapeutics at industrial scale. Despite their ubiquitous nature in the biopharmaceutical industry, little is known about the behaviors of individual transfected clonal CHO cells. Most CHO cells are assessed on their stability, their ability to produce the protein of interest over time. But CHO cells have primarily been studied in bulk, instead assuming that these bulk samples are homogenous because of presumed genetic clonality across the sample. This does not address cellular heterogeneity in these ostensibly clonal cells. These variable stability phenotypes may reflect heterogeneity within the clonal samples. In this study, we performed single-cell RNA sequencing on two clonal CHO-K1 cell populations with different stability phenotypes over a 90 day culture period. Our data showed that the instability of one of the clone's gene expression was due in part to the emergence of a low-producing subpopulation in the aged samples. This low-producing subpopulation did not exhibit markers of cellular stress which were expressed in the higher-producing populations. Further multiomic investigation should be performed to better characterize this heterogeneity.

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单细胞RNA测序研究克隆CHO-K1细胞亚群动态。
中国仓鼠卵巢(CHO)细胞在工业规模上生产单克隆抗体和其他生物治疗药物。尽管它们在生物制药行业中无处不在,但人们对单个转染的克隆性CHO细胞的行为知之甚少。大多数CHO细胞都是根据它们的稳定性来评估的,它们随着时间的推移产生感兴趣的蛋白质的能力。但是CHO细胞主要是大量研究,而不是假设这些大量样本是同质的,因为假设整个样本的遗传克隆性。这并不能解决这些表面上的克隆细胞的细胞异质性。这些可变的稳定性表型可能反映了克隆样品内的异质性。在这项研究中,我们在90天的培养期间对两个具有不同稳定性表型的克隆CHO-K1细胞群体进行了单细胞RNA测序。我们的数据表明,克隆基因表达的不稳定性部分是由于在老年样本中出现了低产量亚群。这个低产量亚群体没有表现出在高产群体中表达的细胞应激标记。应该进行进一步的多组学研究以更好地表征这种异质性。
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来源期刊
Journal of biotechnology
Journal of biotechnology 工程技术-生物工程与应用微生物
CiteScore
8.90
自引率
2.40%
发文量
190
审稿时长
45 days
期刊介绍: The Journal of Biotechnology has an open access mirror journal, the Journal of Biotechnology: X, sharing the same aims and scope, editorial team, submission system and rigorous peer review. The Journal provides a medium for the rapid publication of both full-length articles and short communications on novel and innovative aspects of biotechnology. The Journal will accept papers ranging from genetic or molecular biological positions to those covering biochemical, chemical or bioprocess engineering aspects as well as computer application of new software concepts, provided that in each case the material is directly relevant to biotechnological systems. Papers presenting information of a multidisciplinary nature that would not be suitable for publication in a journal devoted to a single discipline, are particularly welcome.
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