1. Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells
- Author
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Peter Eisenhut, Andreas Jonsson, Nicole Borth, Daniel Ivansson, Gerald Klanert, Ann Lövgren, and Marcus Weinguny
- Subjects
Single Cell Cloning ,CHO ,Cell ,Fluorescent-activated cell sorting ,RNA-Seq, RNA sequencing ,Biochemistry ,0302 clinical medicine ,Structural Biology ,RNA-Seq ,Growth improvement ,DE, directed evolved ,RNA Sequencing ,0303 health sciences ,Chinese hamster ovary cell ,CHO cells ,Cell sorting ,Directed evolution ,Phenotype ,Computer Science Applications ,Cell biology ,ECM, extracellular matrix ,ES, enrichment score ,Chinese Hamster Ovary Cells ,medicine.anatomical_structure ,lfcSE, logfoldstandard error ,030220 oncology & carcinogenesis ,Biotechnology ,Research Article ,Cell line development ,LDC, limiting dilution cloning ,Directed Evolution ,lcsh:Biotechnology ,FACS ,Biophysics ,CoI, clusters of interest ,Biology ,CHO, Chinese hamster ovary ,03 medical and health sciences ,Single Cell Subcloning ,GSEA, gene set analysis ,lcsh:TP248.13-248.65 ,FACS, fluorescent-activated cell sorting ,Growth enhancement ,Genetics ,medicine ,030304 developmental biology ,SCC, single cell cloning ,PCA, principal component analysis ,Cell growth ,NES, negative enrichment score ,PC, principal component ,Subcloning ,Cell culture ,POI, product of interest - Abstract
Graphical abstract By repeatedly selecting and pooling the most rapidly outgrowing clones during multiple single cell subcloning rounds, the time required for subcloning was reduced from 3 to 2 weeks and the cloning efficiency significantly increased. Transcriptome analyses of the resulting host cell lines revealed a diverse set of pathways differentially enriched in each host cell line treated, with the only shared DE pathway related to changes in extracellular matrix. This indicates that cells struggle with the lack of cell-to-cell communication in isolation during subcloning., Chinese Hamster Ovary (CHO) cells are the working horse of the pharmaceutical industry. To obtain high producing cell clones and to satisfy regulatory requirements single cell cloning is a necessary step in cell line development. However, it is also a tedious, labor intensive and expensive process. Here we show an easy way to enhance subclonability using subcloning by single cell sorting itself as the selection pressure, resulting in improved subcloning performance of three different host cell lines. These improvements in subclonability also lead to an enhanced cellular growth behavior during standard batch culture. RNA-seq was performed to shed light on the underlying mechanisms, showing that there is little overlap in differentially expressed genes or associated pathways between the cell lines, each finding their individual strategy for optimization. However, in all three cell lines pathways associated with the extracellular matrix were found to be enriched, indicating that cells struggle predominantly with their microenvironment and possibly lack of cell-to-cell contact. The observed small overlap may hint that there are multiple ways for a cell line to achieve a certain phenotype due to numerous genetic and subsequently metabolic redundancies.
- Published
- 2020