Evidence map›Paper›PMID 41312382›Full record

ArticleiScience2025

Genetic drivers of Chinese hamster ovary cell proliferation revealed by functional genomics.

Jannis Marzluf, Merle Rattay, Maximilian Goertz, Christoph Zehe, Ann-Cathrin Leroux

Abstract read
In one paragraph

Article in iScience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Review
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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

5 authors.

Jannis MarzlufDepartment of Gene Therapy, University of Ulm, Ulm, Germany.
Merle RattayCorporate Research, Sartorius Stedim Cellca GmbH, Ulm, Germany.
Maximilian GoertzCorporate Research, Sartorius Stedim Cellca GmbH, Ulm, Germany.
Christoph ZeheCorporate Research, Sartorius Stedim Cellca GmbH, Ulm, Germany.
Ann-Cathrin LerouxCorporate Research, Sartorius Stedim Cellca GmbH, Ulm, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cell lines used in biopharmaceutical manufacturing are engineered to optimize protein yield, quality, and production speed. Cellular growth rate is a key bottleneck in the development of biopharmaceutical production cell lines. To uncover genetic drivers of proliferation in Chinese hamster ovary (CHO) cells, we performed a genome-wide CRISPR knockout-screen targeting 17,761 expressed genes. Using a stable Cas9-expressing CHO pool, low-multiplicity of infection (MOI) lentiviral transduction, and cultivation under both shake-flask and 3 L perfusion bioprocess conditions, we maintained >5,000× library coverage with predominantly single-copy integrations. We identified 235 putative growth-enhancing gene knockouts, clustered into 155 functional gene sets, spanning pathways related to chromatin regulation, cell cycle progression, and nutrient sensing. In parallel, we identified a set of 3,110 genes essential for cell fitness (CHO_EG2025), providing a resource for CHO functional genomics. This work establishes a CRISPR screening framework and a genetic blueprint for engineering faster-growing CHO cell lines to support accelerated cell line development.

Indexed as

biotechnologycell engineeringgenomicstechniques in genetics

Identifiers

PMID41312382
PMCPMC12649005

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.