Evidence map›Paper›PMID 32612755›Full record

ArticleComputational and structural biotechnology journal2020

Directed evolution approach to enhance efficiency and speed of outgrowth during single cell subcloning of Chinese Hamster Ovary cells.

Marcus Weinguny, Gerald Klanert, Peter Eisenhut, Andreas Jonsson, Daniel Ivansson, Ann Lövgren, Nicole Borth

Abstract read
In one paragraph

Article in Computational and structural biotechnology journal, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

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  4. Fantastic genes and where to find them expressed in CHO.Computational and structural biotechnology journal · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Marcus WeingunyACIB Gmbh, Austrian Centre of Industrial Biotechnology, Vienna, Austria.
Gerald KlanertACIB Gmbh, Austrian Centre of Industrial Biotechnology, Vienna, Austria.
Peter EisenhutACIB Gmbh, Austrian Centre of Industrial Biotechnology, Vienna, Austria.
Andreas JonssonCytiva, Uppsala, Sweden.
Daniel IvanssonCytiva, Uppsala, Sweden.
Ann LövgrenCytiva, Uppsala, Sweden.
Nicole BorthACIB Gmbh, Austrian Centre of Industrial Biotechnology, Vienna, Austria.

Funding

Austrian Science Fund FWF W 1224
6 · The paper itself

Abstract

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.

Indexed as

Cell line developmentCell sortingChinese Hamster Ovary CellsCHOCHO cellsCHO, Chinese hamster ovaryCoI, clusters of interestDE, directed evolvedDirected EvolutionECM, extracellular matrixES, enrichment scoreFACSFACS, fluorescent-activated cell sortingFluorescent-activated cell sortingGrowth enhancementGrowth improvementGSEA, gene set analysisLDC, limiting dilution cloninglfcSE, logfoldstandard errorNES, negative enrichment scorePCA, principal component analysisPC, principal componentPOI, product of interestRNA-SeqRNA-Seq, RNA sequencingRNA SequencingSCC, single cell cloningSingle Cell CloningSingle Cell SubcloningSubcloning

Identifiers

PMID32612755
PMCPMC7306589

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.