Evidence map›Paper›PMID 41926011›Full record

ArticleEuropean radiology experimental2026

Hepatic radiofrequency ablation induces widespread cellular activation throughout the liver.

Matthias Stechele, Justin Amadi, Lukas Salvermoser, Lorenzo Sperlich, Jonathan Monin, Daniel Khademi, Moritz Nikolaus Gröper, Muneeb Ahmed, Eithan Galun, Jens Ricke and 1 more

Abstract read
In one paragraph

Article in European radiology experimental, 2026. 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. Article
  2. Article
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

11 authors.

Matthias StecheleDepartment of Radiology, University Hospital, LMU Munich, Munich, Germany. matthias.stechele@med.uni-muenchen.de.ORCID http://orcid.org/0000-0003-1810-3529
Justin AmadiDepartment of Radiology, University Hospital, LMU Munich, Munich, Germany.
Lukas SalvermoserDepartment of Radiology, University Hospital, LMU Munich, Munich, Germany.
Lorenzo SperlichDepartment of Radiology, University Hospital, LMU Munich, Munich, Germany.
Jonathan MoninGoldyne Savad Institute of Gene Therapy and Division of Image-guided Therapy and Interventional Oncology, Department of Radiology, Hadassah Hebrew University Medical Center, Jerusalem, Israel.
Daniel KhademiGoldyne Savad Institute of Gene Therapy and Division of Image-guided Therapy and Interventional Oncology, Department of Radiology, Hadassah Hebrew University Medical Center, Jerusalem, Israel.
Moritz Nikolaus GröperDepartment of Medicine II University Hospital, LMU Munich, Munich, Germany.
Muneeb AhmedLaboratory for Minimally Invasive Tumor Therapies, Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
Eithan GalunGoldyne Savad Institute of Gene Therapy and Division of Image-guided Therapy and Interventional Oncology, Department of Radiology, Hadassah Hebrew University Medical Center, Jerusalem, Israel.
Jens RickeDepartment of Radiology, University Hospital, LMU Munich, Munich, Germany.
Shraga Nahum GoldbergDepartment of Radiology, University Hospital, LMU Munich, Munich, Germany.

Funding

Israel Science Foundation #2406/24Society of interventional Oncology SIO 2022 Combined Locoregional and Immunotherapy of HCC Research grant
6 · The paper itself

Abstract

objectiveWe investigated the extent of cellular, transcriptional, and translational activation throughout the liver following radiofrequency ablation (RFA). MATERIALS AND

methodsRFA of the healthy liver was performed in two 8-10-week-old male C57/Bl6 mice, no/sham procedure in one. One and 7 days after, single-cell RNA sequencing (scRNAseq) was performed on distant, untreated liver to examine > 6,000 genes from normalized datasets of > 6,000 cells/sample, enabling identification of ten major cell populations. We defined cell-to-cell interactions by CellphoneDB and identified active pathways via STRING-db analysis with Markov clustering. Twelve distant liver lobe samples were homogenized on day 3 or day 6 after RFA/sham procedure for SomaLogic proteomic analysis (> 1,300 genes), subsequent STRING-db analysis, and assessment of cellular origin (PanglaoDB-2021).

resultsCellphoneDB identified crosstalk among all ten populations with 4,658 and 4,218 receptor/ligand pairs, identified on day 1 and day 7 post-RFA, respectively. On day 1, 360 differentially expressed genes were identified; on day 7, 430. Activated genes distributed into 16 clusters, including 66 chemokines/cytokines, including Ccl2 and Ccl7; 57 immunomodulators, including Il6, Ctla4 and Pdcd1; and 54 growth factors, including Vegf, Hgf, Pdgf, and Fgf. Angiogenesis pathway genes were observed in endothelial cells and hepatocytes. Pdcd1 and Ctla4 were notably increased transiently in T cells. Proteomic analysis included 228/443 genes (51%) identified by scRNAseq; 73/228 proteins (32%) demonstrated 25% elevation over controls. Overall, 427 proteins were elevated, with 9/10 cell populations contributing to increased protein expression (odds ratio 4.9‒7.0).

conclusionRFA diffusely activates cellular processes remotely from the ablation zone on both transcriptional and translational levels, altering tumorigenic and immunologic pathways simultaneously. RELEVANCE STATEMENT: This study offers insights into liver tissue biology after RFA and provides a comprehensive picture of the molecular mechanisms put into motion by this procedure. A better understanding of these processes could provide a potential basis to develop specific biomarkers and effective adjuvant therapies following local tumor ablation. KEY POINTS: RFA activates a multiplicity of hepatic cellular processes remotely from the ablation zone on a transcriptional and translational level. Single-cell RNA sequencing provides insights into widespread cellular origins of activated pro-immunogenic, pro-tumorigenic, and other pathways detected post-ablation. Consideration of the nature of this response may help achieve the clinical goals of adjuvant therapies and predictive biomarkers.

Indexed as

LiverRadiofrequency AblationAnimalsMaleMiceMice, Inbred C57BLProteomicsLiverMiceRadiofrequency ablationRadiology (interventional)Single-cell gene expression analysis

Identifiers

PMID41926011
PMCPMC13047045

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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.