Cargando…
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....
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783548685592821760 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7306589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT weingunymarcus directedevolutionapproachtoenhanceefficiencyandspeedofoutgrowthduringsinglecellsubcloningofchinesehamsterovarycells AT klanertgerald directedevolutionapproachtoenhanceefficiencyandspeedofoutgrowthduringsinglecellsubcloningofchinesehamsterovarycells AT eisenhutpeter directedevolutionapproachtoenhanceefficiencyandspeedofoutgrowthduringsinglecellsubcloningofchinesehamsterovarycells AT jonssonandreas directedevolutionapproachtoenhanceefficiencyandspeedofoutgrowthduringsinglecellsubcloningofchinesehamsterovarycells AT ivanssondaniel directedevolutionapproachtoenhanceefficiencyandspeedofoutgrowthduringsinglecellsubcloningofchinesehamsterovarycells AT lovgrenann directedevolutionapproachtoenhanceefficiencyandspeedofoutgrowthduringsinglecellsubcloningofchinesehamsterovarycells AT borthnicole directedevolutionapproachtoenhanceefficiencyandspeedofoutgrowthduringsinglecellsubcloningofchinesehamsterovarycells |