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Integrated Multi-Omics Analysis Uncovers Immune–Metabolic Interplay in Hepatocellular Carcinoma Tumor Microenvironment

  • Jong Heon Park
  • , Dae Won Sim
  • , Sook Young Kim
  • , Joon Young Choi
  • , Seung Hyup Hyun
  • , Je Gun Joung
  • CHA University
  • CHA Bundang Medical Center

Research output: Contribution to journalArticlepeer-review

Abstract

Background: Hepatocellular carcinoma (HCC) is one of the most common malignant liver tumors worldwide and is associated with a high mortality rate. Methods: In this study, we performed an integrated multi-omics analysis to characterize the immune and metabolic features of the tumor microenvironment (TME) in HCC. Tumor samples from 60 HCC patients were stratified into two groups based on immune activity score, and differentially expressed genes as well as differentially methylated regions were identified between these groups. Results: Our analysis identified key markers including AGXT2 and DPYS (metabolism-related genes) and TNFSF8 (an immune-related gene). Their increased expression, driven by promoter hypomethylation, was linked to distinct TME profiles. Furthermore, single-cell RNA sequencing revealed cell type-specific expression patterns of these genes, and their higher expression levels were correlated with favorable patient prognosis. Conclusions: These findings demonstrate that the interplay between metabolic pathways and epigenetic regulation of immune genes strongly influences the HCC microenvironment and clinical outcomes. The identified genes could serve as promising therapeutic targets, emphasizing the importance of multi-omics approaches in dissecting tumor heterogeneity.

Original languageEnglish
Article number3565
JournalCancers
Volume17
Issue number21
DOIs
StatePublished - Nov 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • epigenetic regulation
  • immune activity score
  • prognosis markers
  • transcriptome

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