Evidence map›Paper›PMID 39965008›Full record

ArticlePloS one2025

Transcriptomic analysis of human primary T cells after short-term leucine-deprivation and evaluation of kinase GCN2's role in regulating differential gene expression.

Aurore Dougé, Gwendal Cueff, Céline Keime, Valérie Carraro, Céline Jousse, Paul Rouzaire, Alain Bruhat

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Aurore DougéService d'oncologie médicale, CHU Gabriel Montpied, Clermont-Ferrand, France.ORCID 0000-0001-7737-3735
Gwendal CueffUniversité Clermont Auvergne, INRAE, UNH, UMR1019, Clermont-Ferrand, France.
Céline KeimeIGBMC - Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France.
Valérie CarraroUniversité Clermont Auvergne, INRAE, UNH, UMR1019, Clermont-Ferrand, France.
Céline JousseUniversité Clermont Auvergne, INRAE, UNH, UMR1019, Clermont-Ferrand, France.
Paul RouzaireUniversité Clermont Auvergne, EA Chelter 7453, Clermont-Ferrand, France.
Alain BruhatUniversité Clermont Auvergne, INRAE, UNH, UMR1019, Clermont-Ferrand, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chimeric Antigen Receptor T (CAR-T) cells offer a promising strategy for cancer treatment. These CAR-T cells are either autologous or allogeneic T cells that are genetically modified to express a chimeric antigen receptor targeting a specific tumor antigen. Ongoing research aims to optimize the CAR-T cell efficacy, including strategies to modulate their metabolism. One such approach involves inducing transgene expression by activating the GCN2 kinase signaling pathway through dietary deprivation of an essential amino acid. In this study, we investigated the general impact of a 6-hour leucine deprivation on primary activated human T cells using RNA-seq technology. Our analysis identified 3,431 differentially expressed genes between T cells cultured in regular medium and those cultured in leucine-deprived medium. Gene Set Enrichment Analysis revealed that "TNFα signaling via NFκB", "interferon-γ response", and "unfolded protein response" gene sets were positively enriched, while "mTORC1 signaling", "Myc targets", and "oxidative phosphorylation" gene sets were negatively enriched. To further evaluate the involvement of GCN2 kinase in regulating the differential gene expression during the 6-hour leucine deprivation, T cells were cultured with or without a GCN2 inhibitor. We found that 59% of the differentially expressed genes in our dataset were dependent on the kinase GCN2 (n = 2028), with 1,140 up-regulated and 888 down-regulated genes. These findings suggest a promising strategy to enhance CAR-T cell efficacy by combining short amino acid starvation with transient overexpression of a target gene.

Indexed as

Gene Expression RegulationLeucineProtein Serine-Threonine KinasesT-LymphocytesTranscriptomeCells, CulturedGene Expression ProfilingHumansPyruvate Dehydrogenase Acetyl-Transferring KinaseSignal TransductionEIF2AK4 protein, humanLeucineProtein Serine-Threonine KinasesPyruvate Dehydrogenase Acetyl-Transferring Kinase

Identifiers

PMID39965008
PMCPMC11835326

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Registered trials

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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.