Evidence map›Paper›PMID 42334629›Full record

ArticleApplied microbiology and biotechnology2026

Multi-omics reveal molecular changes during suspension adaptation of HEK293 cells.

Benyao Zhang, Shishi Li, Jingjing Liu, Wenhao Su, Xiaohuan Zhang, Xiuxiu Ren, Tingting Zhao, Qiufang Huang, Zihao Ge, Jiangbo Wei

Abstract read
In one paragraph

Article in Applied microbiology and biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Benyao Zhang *National Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Shishi Li *National Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Jingjing LiuNational Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Wenhao SuNational Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Xiaohuan ZhangNational Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Xiuxiu RenNational Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Tingting ZhaoNational Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Qiufang HuangNational Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Zihao GeNational Vaccine and Serum Institute (NVSI), Beijing, 101111, China.
Jiangbo WeiNational Vaccine and Serum Institute (NVSI), Beijing, 101111, China. weijiangbo@sinopharm.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human embryonic kidney 293 (HEK293) cells have been successfully adapted from adherent to suspension culture and widely applied in both scientific research and the pharmaceutical industry. Although some studies investigated the variances between established adherent and suspension HEK293 cells of different strains, specific alterations in the cells during this consecutive process of suspension adaptation and possible factors driving this process have not been well described. Here, we adapted adherent HEK293 to suspension with desirable cell growth and high productivity for recombinant adenoviral vectors, and cells at several stages throughout the process were characterized. Slower cell growth, lower glucose uptake, increased lactate production, and weaker cell-surface adhesion were observed in suspension cells compared to their adherent counterparts. We further performed transcriptomics, proteomics, and metabolomics analysis to identify key cellular switches. A total of 2476 differentially expressed genes were found, including 1218 upregulated and 1258 downregulated genes in suspension cells. A similar and correlated pattern was observed in the proteomic study, and 702 differentially expressed metabolites were identified by untargeted metabolomics. In light of enrichment analysis, we summarized that HEK293 adherent cells survived and adapted to suspension culture via structural remodeling, metabolic shift and stress resistance. Our results provide a molecular enlightenment for suspension adaptation and potential directions for rational modification of HEK293 cell lines for future use. KEY POINTS: • Suspension adaptation reduced adhesion and reshaped the HEK293 cytoskeleton. • Multi-omics revealed metabolic rewiring and enhanced stress resistance. • An optimized suspension line outperformed an internal HEK293 suspension reference.

Indexed as

Adaptation, PhysiologicalCell Culture TechniquesCell AdhesionGene Expression ProfilingHEK293 CellsHumansMetabolomicsMultiomicsProteomicsAdenoviral vectorHEK293 suspension adaptationMetabolomicsProteomicsTranscriptomics

Identifiers

PMID42334629
PMCPMC13542038

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.