ORIGINAL RESEARCH article
Front. Immunol.
Sec. Cancer Immunity and Immunotherapy
This article is part of the Research TopicMultifaced Impact of Current Medical Treatments to The Outcomes of Immunotherapy of Liver CancerView all articles
Dynamic of peripheral immune signature identified by multiomics and its impact on recurrence after radiofrequency ablation of hepatocellular carcinoma
Provisionally accepted- 1Beijing Youan Hospital, Capital Medical University, Beijing, China
- 2BioChain (Beijing) Science and Technology, Inc, Beijing, China
- 3Beijing Friendship Hospital, Capital Medical University, Beijing, China
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Background: Radiofrequency ablation (RFA) has emerged as a commonly radical approach for early stage of 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 integrative analysis of transcriptome and methylome investigated by 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 location of CpG sites methylation on their corresponding gene transcription; 58.44% of CpG sites were located in promoter (<=1kb) region and mainly negatively correlated with genes 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 nine 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 identify host T cell fitness as a key determinant of recurrence, providing a rationale for combining RFA with immunotherapy to prolong protective immune responses.
Keywords: Hepatocellular Carcinoma, integrative analysis, Radiofrequency ablation, Recurrence prevention, self-developed methylation array, T cell differentiation, transcriptome and methylome
Received: 04 Dec 2025; Accepted: 03 Feb 2026.
Copyright: © 2026 Li, Shi, Li, Song, Du, Guan, Li, Guo, Mei, Li and Zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Yonghong Zhang
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