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High technical resolution transcriptomics analysis for CHO cells

ABSTRACT: The development of next-generation sequencing technologies has opened new opportunities to better characterize complex eukaryotic cells. Chinese hamster ovary (CHO) cells play a primary role in therapeutic protein production, with currently five of the top ten blockbuster selling drugs produced in CHO. However, engineering superior CHO cells with improved production features has had limited results to date and cell lines are still developed through generation and screening of large strain pools. Here, we applied RNA sequencing to contrast a high and a low monoclonal antibody producing cell line. Rigorous experimental design achieved high reproducibility between biological replicates, remarkably reducing variation to less than 10%. More than 14,000 gene-transcripts were identified and surprisingly 58% were classified as differentially expressed, including 2,900 with a fold change higher than 1.5. The largest differences were found for gene-transcripts belonging to regulation of apoptosis, cell death and protein intracellular transport GO term classifications, which were found to be significantly enriched in the high producing cell line. RNA sequencing was also performed to lower producing subclones, where down-regulation of genes encoding secreted glycoproteins was found to be the most significant change. The large number of significant differences even between subclones suggests a substantial genetic fluidity in CHO lines and challenges the notion of identifying and manipulating a few key genes to generate high production CHO cell lines.

ORGANISM(S): Cricetulus griseus

PROVIDER: GSE100908 | GEO | 2018/02/12

REPOSITORIES: GEO

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Project description:Chinese hamster ovary (CHO) cells have been widely employed for production of recombinant proteins (RP) for research and therapeutic purposes. Indeed, this expression system was used for production of most of approved antibodies (84%) in 2015-2018 period. The success of this cell line for RP production relies on several advantages that comprise but are not limited to a safety viral profile, human compatible glycosylation, development of specific culture mediums and supplements, availability of sub-lines with different capabilities and the improvement in design of DNA vectors and selection strategies that allows to obtain higher producer clones in an easier way. Given the high importance of this cell line, a deeper knowledge of their biology through genomic, transcriptomic, proteomic and metabolomic studies has been gained in the last years. These studies have aid in the exploration of molecular and cellular mechanisms that could explain cell behavior and to propose new targets to improve production and quality of RP. Some of these transcriptomic and proteomic profiles have been acquired under low temperature, butyrate addition, hyperosomotic pressure, protein degradation phenotypes, cellular engineering, production stability and productive phenotypes. In case of productive phenotypes, several whole cell proteomic studies have been previously reported, where cell populations secreting fusion proteins, monoclonal antibodies (mAb) and antibody fragments, at different specific productivity (Qp), have been compared. However, because of this information has been obtained from whole cell homogenates, highlighted categories represent abundant proteins and have limited coverage of proteome from some organelles such as the classical secretory pathway. Due to the central role of this pathway in protein and lipid metabolism, organelle biogenesis, cell cycle, apoptosis and proliferation, and to be recognized as a bottleneck for protein secretion in mammalian cells, its characterization through subcellular proteomics represents a promising strategy for identification of key targets. In fact, over-expression of some proteins from endoplasmic reticulum and Golgi Apparatus has increased the Qp of HEK293 and CHO cells producing different RP. Recently, proteomic reports of subcellular compartments from a variety of cells have been extensively used to study the protein composition of organelles, protein dynamics and discovering of novel proteins involved in the secretion pathway. Thus, this approach was applied to the secretory pathway of CHO cells to identify novel proteins linked to Qp in the present study. Differential proteomics from all remaining compartments was also carried out, giving new lights over other cellular mechanisms associated to the higher producer phenotype. The novel differentially expressed proteins (DEP) found will improve the engineering strategies of CHO cells that will have a positive impact on titer and quality of RP. Cell lines CHO DP-12 clone #1933 CRL-12444 and clone #1934 CRL-12445, which secrete a mAb against human interleukin 8 (IL-8), were used as cell models of recombinant CHO cell lines producing the same RP at different Qp. Our goal is that the processing of raw proteomics data and the identification and classification of DEP belonging to the classical secretory pathway will allow to propose a model by which the increase in the productivity of CHO cells has been associated with the deregulation of proteins from this pathway that show differential expression among the clones under study. This strategy of subcellular proteomics allowed us to identify a large number of new targets and cell pathways with respect to previous whole cell proteomic studies, which can improve the understanding of the molecular mechanisms behind RP production and provide the basis to design new sub-lines with stronger capabilities.

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High technical resolution transcriptomics analysis for CHO cells

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