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

**Authors:** Kang Li, Wanting Shi, Yongjun Li, Yi Song, Baochen Du, Jinxia Guan, Jianjun Li, Dandan Guo, Tingting Mei, Ang Li, Yonghong Zhang

PMC · DOI: 10.3389/fimmu.2026.1760329 · Frontiers in Immunology · 2026-02-20

## TL;DR

This study explores how radiofrequency ablation affects immune responses in liver cancer patients and how these changes relate to cancer recurrence.

## Contribution

The study introduces a novel methylation array and identifies T-cell fitness as a key factor in preventing cancer recurrence after RFA.

## Key findings

- RFA activates antigen processing and Th1/Th2 cell differentiation pathways.
- Methylation in promoter regions negatively correlates with gene expression in 58.44% of CpG sites.
- T-cell differentiation ability is linked to reduced recurrence in HCC patients.

## Abstract

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.

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.

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.

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.

## Linked entities

- **Diseases:** hepatocellular carcinoma (MONDO:0007256), HCC (MONDO:0007256)

## Full-text entities

- **Genes:** SELENBP1 (selenium binding protein 1) [NCBI Gene 8991] {aka EHMTO, HEL-S-134P, LPSB, MTO, SBP56, SP56}, CTLA4 (cytotoxic T-lymphocyte associated protein 4) [NCBI Gene 1493] {aka ALPS5, CD, CD152, CELIAC3, CTLA-4, GRD4}, DIABLO (diablo IAP-binding mitochondrial protein) [NCBI Gene 56616] {aka DFNA64, SMAC}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, LGR5 (leucine rich repeat containing G protein-coupled receptor 5) [NCBI Gene 8549] {aka FEX, GPR49, GPR67, GRP49, HG38}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, GPC3 (glypican 3) [NCBI Gene 2719] {aka DGSX, GTR2-2, MXR7, OCI-5, SDYS, SGB}, APP (amyloid beta precursor protein) [NCBI Gene 351] {aka AAA, ABETA, ABPP, AD1, APPI, CTFgamma}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, TCF7 (transcription factor 7) [NCBI Gene 6932] {aka TCF-1}, CXCR3 (C-X-C motif chemokine receptor 3) [NCBI Gene 2833] {aka CD182, CD183, CKR-L2, CMKAR3, GPR9, IP10-R}, HAVCR2 (hepatitis A virus cellular receptor 2) [NCBI Gene 84868] {aka CD366, HAVcr-2, KIM-3, SPTCL, TIM3, TIMD-3}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}, PDCD1 (programmed cell death 1) [NCBI Gene 5133] {aka ADMIO4, AIMTBS, CD279, PD-1, PD1, SLEB2}, IL12B (interleukin 12B) [NCBI Gene 3593] {aka CLMF, CLMF2, IL-12B, IMD28, IMD29, NKSF}, TRBV20OR9-2 (T cell receptor beta variable 20/OR9-2 (non-functional)) [NCBI Gene 6962] {aka CDR3, TCRBV20S2, TCRBV2O, TCRBV2S2O}
- **Diseases:** DM (MESH:D012734), tumor node metastasis (MESH:D008207), renal cell carcinoma (MESH:D002292), BCLC (MESH:D006528), Cancer (MESH:D009369)
- **Chemicals:** DM (-), bisulfite (MESH:C042345), EDTA (MESH:D004492), atezolizumab (MESH:C000594389), TRIzol (MESH:C411644), bevacizumab (MESH:D000068258)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12962958/full.md

## References

39 references — full list in the complete paper: https://tomesphere.com/paper/PMC12962958/full.md

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Source: https://tomesphere.com/paper/PMC12962958