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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Main Authors: Marcus Weinguny, Gerald Klanert, Peter Eisenhut, Andreas Jonsson, Daniel Ivansson, Ann Lövgren, Nicole Borth
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
CHO
Online Access:http://www.sciencedirect.com/science/article/pii/S200103702030283X
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spelling 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
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