Evidence map›Paper›PMID 41798944›Full record

ArticleFrontiers in immunology2026

Dynamics of peripheral immune signature identified by multi-omics and its impact on recurrence after radiofrequency ablation of hepatocellular carcinoma.

Kang Li, Wanting Shi, Yongjun Li, Yi Song, Baochen Du, Jinxia Guan, Jianjun Li, Dandan Guo, Tingting Mei, Ang Li and 1 more

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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

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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

11 authors.

Kang Li *Biomedical Information Center, Beijing You'An Hospital, Capital Medical University, Beijing, China.
Wanting Shi *Interventional Therapy Center for Oncology, Beijing You'An Hospital, Capital Medical University, Beijing, China.
Yongjun LiBioChain (Beijing) Science and Technology, Inc., Beijing, China.
Yi SongInstitute of Clinical Medicine, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Baochen DuBioChain (Beijing) Science and Technology, Inc., Beijing, China.
Jinxia GuanBioChain (Beijing) Science and Technology, Inc., Beijing, China.
Jianjun LiInterventional Therapy Center for Oncology, Beijing You'An Hospital, Capital Medical University, Beijing, China.
Dandan GuoInterventional Therapy Center for Oncology, Beijing You'An Hospital, Capital Medical University, Beijing, China.
Tingting MeiInterventional Therapy Center for Oncology, Beijing You'An Hospital, Capital Medical University, Beijing, China.
Ang LiBiomedical Information Center, Beijing You'An Hospital, Capital Medical University, Beijing, China.
Yonghong ZhangBeijing Key Laboratory (BZ0373), Beijing You'An Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Radiofrequency ablation (RFA) has emerged as a commonly used approach for early-stage hepatocellular carcinoma (HCC) patients. Exploring immunity changes after RFA therapy is helpful for reducing recurrence. Methods: In this study, we enrolled 12 patients with HCC with their 47 blood samples, including before and after complete RFA therapy. We performed an integrative analysis of the transcriptome and methylome, investigated using a novel self-developed methylation array (HYGEIA panel). Core analyses included differential analyses of both transcriptome and methylome, DIABLO-based multi-omics integration, gene set enrichment analysis, and time-series gene clustering with visualization. Results: Our study elucidated the complex effect of the location of CpG site methylation on their corresponding gene transcription; 58.44% of CpG sites were located in the promoter (≤1 kb) region and mainly negatively correlated with gene expression. RFA treatment in HCC patients activated antigen processing and presentation and Th1 and Th2 cell differentiation signaling pathways. The anti-tumor immune responses induced by RFA therapy persisted for less than 9 months in recurrent patients. Meanwhile, the ability of T-cell differentiation in HCC patients was a potential factor to prevent recurrence. Conclusion: These findings elucidated the dynamic peripheral immune remodeling post-RFA and identified host T-cell fitness as a key determinant of recurrence, providing a rationale for combining RFA with immunotherapy to prolong protective immune responses.

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsNeoplasm Recurrence, LocalRadiofrequency AblationAgedCpG IslandsDNA MethylationFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiddle AgedMultiomicsTranscriptomehepatocellular carcinomaintegrative analysisradiofrequency ablationrecurrence preventionself-developed methylation arrayT cell differentiationtranscriptome and methylome

Identifiers

PMID41798944
PMCPMC12962958

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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.