Identification of oxidative stress-related biomarkers associated with the development of acute-on-chronic liver failure using bioinformatics

Sci Rep. 2023 Oct 10;13(1):17073. doi: 10.1038/s41598-023-44343-9.

Abstract

Acute-on-chronic liver failure (ACLF) is a serious stage of chronic liver disease with high short-term mortality and no definitely effective treatment. Oxidative stress (OS) is involved in the development of ACLF. OS-related genes targeted therapy may provide additional assistance for the treatment of ACLF. ACLF related gene sets and oxidative stress-related genes (OSGs) were respectively downloaded from gene expression omnibus (GEO) database and GeneCards database for integrated bioinformatics analyses (functional enrichment, weighted gene co-expression network and immune cells infiltration). Immune-related differentially expressed oxidative stress-related genes (DEOSGs) in ACLF were used for construction of protein-protein interaction (PPI) network in which hub genes were screened out. Hub genes with consistently good diagnostic or prognostic value for ACLF in four gene sets were named as key genes. DEOSGs were significantly enriched in biological process and signaling pathways related to inflammation, immune response and oxidative stress. Six key genes (MPO, CCL5, ITGAM, TLR2, TLR4, and TIMP1) were identified and found to be highly correlated with immune response and metabolic process. This study deepened our understanding of the impact of oxidative stress on the pathogenesis and prognosis of ACLF and provided more insights into the prediction of prognosis and molecular targeted therapy in ACLF.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Acute-On-Chronic Liver Failure* / genetics
  • Biomarkers
  • Computational Biology
  • Genes, Regulator
  • Humans
  • Oxidative Stress / genetics

Substances

  • Biomarkers