A novel four-gene of iron metabolism-related and methylated for prognosis prediction of hepatocellular carcinoma

Bioengineered. 2021 Dec;12(1):240-251. doi: 10.1080/21655979.2020.1866303.

Abstract

Hepatocellular carcinoma (HCC) is a liver disease with a complex underlying mechanism, and patients with HCC have low survival rates. Iron metabolism plays a crucial role in the pathogenesis of HCC; however, the prognostic value of iron metabolism-related and methylated genes for HCC needs to be further explored. In the present study, we identified differentially expressed genes (DEGs) that play a role in iron metabolism and DNA methylation in HCC from The Cancer Genome Atlas. Four of these DEGs, whose expression levels are correlated with HCC prognosis, namely, RRM2, FTCD, CYP2C9, and ATP6V1C1, were further used to construct a prognostic model for HCC, wherein the risk score was calculated using the gene expression of the four DEGs. This could be used to predict the overall survival of HCC patients for 1, 3, and 5 years. Results of a multivariate Cox regression analysis further indicated that the risk score was an independent variable correlated with the prognosis of HCC patients. The identified gene signature was further validated using an independent cohort of HCC patients from the International Cancer Genome Consortium. Weighted gene co-expression network analysis and gene set enrichment analysis were performed to identify potential regulatory mechanisms of the gene signature in HCC. Taken together, we identified key prognostic factors of iron metabolism-related and methylated genes for HCC, providing a potential treatment strategy for HCC.

Keywords: DNA methylation; Hepatocellular carcinoma; ICGC; TCGA; iron metabolism; prognosis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers, Tumor / genetics
  • Carcinoma, Hepatocellular* / diagnosis
  • Carcinoma, Hepatocellular* / genetics
  • Carcinoma, Hepatocellular* / mortality
  • Carcinoma, Hepatocellular* / pathology
  • Cohort Studies
  • DNA Methylation / genetics*
  • Databases, Genetic
  • Female
  • Genomics
  • Humans
  • Iron / metabolism*
  • Liver / metabolism
  • Liver / pathology
  • Liver Neoplasms* / diagnosis
  • Liver Neoplasms* / genetics
  • Liver Neoplasms* / mortality
  • Liver Neoplasms* / pathology
  • Male
  • Prognosis

Substances

  • Biomarkers, Tumor
  • Iron

Grants and funding

This work was supported by the National Natural Science Foundation of China [No. 81770607, 81772626, and 81600469].