Plasma methylated GNB4 and Riplet as a novel dual-marker panel for the detection of hepatocellular carcinoma

Epigenetics. 2024 Dec;19(1):2299044. doi: 10.1080/15592294.2023.2299044. Epub 2023 Dec 28.

Abstract

Early detection of hepatocellular carcinoma (HCC) can greatly improve the survival rate of patients. We aimed to develop a novel marker panel based on cell-free DNA (cfDNA) methylation for the detection of HCC. The differentially methylated CpG sites (DMCs) specific for HCC blood diagnosis were selected from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases, then validated by the whole genome bisulphite sequencing (WGBS) of 12 paired HCC and paracancerous tissues. The clinical performance of the panel was evaluated using tissue samples [32 HCC, chronic liver disease (CLD), and healthy individuals] and plasma cohorts (173 HCC, 199 CLD, and 98 healthy individuals). The combination of G protein subunit beta 4 (GNB4) and Riplet had the optimal area under the curve (AUC) in seven candidates through TCGA, GEO, and WGBS analyses. In tissue validation, the GNB4 and Riplet showed an AUC of 100% with a sensitivity and specificity of 100% for detecting any-stage HCC. In plasma, it demonstrated a high sensitivity of 84.39% at 91.92% specificity, with an AUC of 92.51% for detecting any-stage HCC. The dual-marker panel had a higher sensitivity of 78.26% for stage I HCC than alpha-fetoprotein (AFP) of 47.83%, and a high sensitivity of 70.27% for detecting a single tumour (size ≤3 cm). In conclusion, we developed a novel dual-marker panel that demonstrates high accuracy in detecting HCC, surpassing the performance of AFP testing.

Keywords: GNB4; Hepatocellular carcinoma; Riplet; cell-free DNA; early stage; methylation.

MeSH terms

  • Biomarkers, Tumor / metabolism
  • Carcinoma, Hepatocellular* / diagnosis
  • Carcinoma, Hepatocellular* / genetics
  • DNA Methylation
  • GTP-Binding Protein beta Subunits* / genetics
  • GTP-Binding Protein beta Subunits* / metabolism
  • Humans
  • Liver Neoplasms* / diagnosis
  • Liver Neoplasms* / genetics
  • alpha-Fetoproteins / analysis
  • alpha-Fetoproteins / genetics
  • alpha-Fetoproteins / metabolism

Substances

  • alpha-Fetoproteins
  • Biomarkers, Tumor
  • GNB4 protein, human
  • GTP-Binding Protein beta Subunits

Grants and funding

This work was supported by the Henan Provincial Science and Technology Research Project under Grant [232102310028].