Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells
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....
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doaj-232d6707f27a4be9977614512c8eb79d2021-01-02T05:08:38ZengElsevierComputational and Structural Biotechnology Journal2001-03702020-01-011813201329Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cellsMarcus Weinguny0Gerald Klanert1Peter Eisenhut2Andreas Jonsson3Daniel Ivansson4Ann Lövgren5Nicole Borth6ACIB Gmbh, Austrian Centre of Industrial Biotechnology, Vienna, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Vienna, AustriaACIB Gmbh, Austrian Centre of Industrial Biotechnology, Vienna, AustriaACIB Gmbh, Austrian Centre of Industrial Biotechnology, Vienna, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Vienna, AustriaCytiva, Uppsala, SwedenCytiva, Uppsala, SwedenCytiva, Uppsala, SwedenACIB Gmbh, Austrian Centre of Industrial Biotechnology, Vienna, Austria; Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Vienna, Austria; Corresponding author at: Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna, Muthgasse 18, 1190 Vienna, Austria.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.http://www.sciencedirect.com/science/article/pii/S200103702030283XChinese Hamster Ovary CellsCHO cellsCHOCell line developmentSingle Cell CloningSubcloning |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Marcus Weinguny Gerald Klanert Peter Eisenhut Andreas Jonsson Daniel Ivansson Ann Lövgren Nicole Borth |
spellingShingle |
Marcus Weinguny Gerald Klanert Peter Eisenhut Andreas Jonsson Daniel Ivansson Ann Lövgren Nicole Borth Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells Computational and Structural Biotechnology Journal Chinese Hamster Ovary Cells CHO cells CHO Cell line development Single Cell Cloning Subcloning |
author_facet |
Marcus Weinguny Gerald Klanert Peter Eisenhut Andreas Jonsson Daniel Ivansson Ann Lövgren Nicole Borth |
author_sort |
Marcus Weinguny |
title |
Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells |
title_short |
Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells |
title_full |
Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells |
title_fullStr |
Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells |
title_full_unstemmed |
Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells |
title_sort |
directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of chinese hamster ovary cells |
publisher |
Elsevier |
series |
Computational and Structural Biotechnology Journal |
issn |
2001-0370 |
publishDate |
2020-01-01 |
description |
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. |
topic |
Chinese Hamster Ovary Cells CHO cells CHO Cell line development Single Cell Cloning Subcloning |
url |
http://www.sciencedirect.com/science/article/pii/S200103702030283X |
work_keys_str_mv |
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