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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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Autores principales: Weinguny, Marcus, Klanert, Gerald, Eisenhut, Peter, Jonsson, Andreas, Ivansson, Daniel, Lövgren, Ann, Borth, Nicole
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7306589/
https://www.ncbi.nlm.nih.gov/pubmed/32612755
http://dx.doi.org/10.1016/j.csbj.2020.05.020
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author Weinguny, Marcus
Klanert, Gerald
Eisenhut, Peter
Jonsson, Andreas
Ivansson, Daniel
Lövgren, Ann
Borth, Nicole
author_facet Weinguny, Marcus
Klanert, Gerald
Eisenhut, Peter
Jonsson, Andreas
Ivansson, Daniel
Lövgren, Ann
Borth, Nicole
author_sort Weinguny, Marcus
collection PubMed
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.
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spelling pubmed-73065892020-06-30 Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells Weinguny, Marcus Klanert, Gerald Eisenhut, Peter Jonsson, Andreas Ivansson, Daniel Lövgren, Ann Borth, Nicole Comput Struct Biotechnol J Research Article 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. Research Network of Computational and Structural Biotechnology 2020-06-02 /pmc/articles/PMC7306589/ /pubmed/32612755 http://dx.doi.org/10.1016/j.csbj.2020.05.020 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Weinguny, Marcus
Klanert, Gerald
Eisenhut, Peter
Jonsson, Andreas
Ivansson, Daniel
Lövgren, Ann
Borth, Nicole
Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells
title 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_short 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
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7306589/
https://www.ncbi.nlm.nih.gov/pubmed/32612755
http://dx.doi.org/10.1016/j.csbj.2020.05.020
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