Evidence map›Paper›PMID 41573556›Full record

ArticleFrontiers in immunology2025

Active LXR signaling, coupled with elevated mitochondrial and glycolytic metabolism contributes to GM-CSF-induced trained immunity.

Yuanyuan Liu, Arslan Hamid, Hannah Hardege, Qian Zhang, Helena Körner, Merle Leffers, Noelia A Gonzalez, Gerhard Liebisch, Marcus Hoering, Hannes Findeisen and 5 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

15 authors.

Yuanyuan LiuDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.
Arslan HamidDepartment of Immunology and Metabolism, Life and Medical Sciences Institute (LIMES)-Institute, University of Bonn, Bonn, Germany.
Hannah HardegeDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.
Qian ZhangDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.
Helena KörnerDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.
Merle LeffersDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.
Noelia A GonzalezInstitute of Immunology, University of Münster, Münster, Germany.
Gerhard LiebischInstitute of Clinical Chemistry and Laboratory Medicine, University Hospital Regensburg, Regensburg, Germany.
Marcus HoeringInstitute of Clinical Chemistry and Laboratory Medicine, University Hospital Regensburg, Regensburg, Germany.
Hannes FindeisenDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.
Katarzyna PlacekDepartment of Immunology and Metabolism, Life and Medical Sciences Institute (LIMES)-Institute, University of Bonn, Bonn, Germany.
Mihai G NeteaDepartment of Immunology and Metabolism, Life and Medical Sciences Institute (LIMES)-Institute, University of Bonn, Bonn, Germany.
Holger ReineckeDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.
Dennis SchwarzDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.
Yahya SohrabiDepartment of Cardiology I - Coronary and Peripheral Vascular Disease, Heart Failure, University Hospital Münster, Münster, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Granulocyte-macrophage colony-stimulating factor (GM-CSF) contributes to the host defense and the pathogenesis of inflammatory diseases at least in part through inducing trained immunity (TI), however, the mechanism remains poorly characterized. In this paper, we systematically investigated the associated metabolic and epigenetic reprogramming, with a particular focus on the role of liver X receptors (LXRs) in this process. We employed a comprehensive experimental approach, including in vitro isolation and purification of human monocytes from healthy donors, cytokine assays, quantitative PCR, Seahorse metabolic analysis, flow cytometry, and chromatin immunoprecipitation (ChIP), shotgun lipidomics, as well as transcriptomic data analysis to investigate GM-CSF-induced trained immunity. Our results demonstrate that GM-CSF induces TI by enhancing cellular metabolism, as evidenced by increased glycolysis, mitochondrial activity, fatty acid oxidation, and pyruvate metabolism. Lipidomics and RNA sequencing analyses revealed upregulation of lipid synthesis, high triglyceride storage, and acetyl-CoA-producing pathways, leading to increased histone acetylation in GM-CSF-trained cells. Furthermore, glycolysis and mitochondrial metabolism are essential for establishing TI in these cells. Notably, pharmacological inhibition of GM-CSF activated LXR signaling, which potentially mediated via PPARγ, attenuated GM-CSF-induced TI via reducing glycolytic flux and histone acetylation while activation of LXR amplified these effects. Together, these results highlight the role of LXR in linking cellular metabolism with epigenetic reprogramming and demonstrate that elevated metabolic activity and active LXR signaling both are essential for GM-CSF-induced trained immunity. Importantly, these pathways may represent therapeutic targets for modulating GM-CSF-driven maladaptive inflammation in chronic inflammatory diseases.

Indexed as

GlycolysisGranulocyte-Macrophage Colony-Stimulating FactorLiver X ReceptorsMitochondriaSignal TransductionTrained ImmunityEpigenesis, GeneticHumansMonocytesGranulocyte-Macrophage Colony-Stimulating FactorLiver X Receptorsacetyl-CoAglycolysisGM-CSFhistone modificationmitochondrial metabolismtrained immunity

Identifiers

PMID41573556
PMCPMC12819694

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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.