Identification of MAD2L1 as a Potential Biomarker in Hepatocellular Carcinoma via Comprehensive Bioinformatics Analysis

Biomed Res Int. 2022 Jan 28:2022:9868022. doi: 10.1155/2022/9868022. eCollection 2022.

Abstract

Background: Hepatocellular carcinoma (HCC) is widely acknowledged as a malignant tumor with rapid progression, high recurrence rate, and poor prognosis. At present, there is a paucity of reliable biomarkers at the clinical level to guide the management of HCC and improve patient outcomes. Our research is aimed at assessing the prognostic value of MAD2L1 in HCC.

Methods: Four datasets, GSE121248, GSE101685, GSE85598, and GSE62232, were selected from the GEO database to analyze differentially expressed genes (DEGs) between HCC and normal liver tissues. After functional analysis, we constructed a protein-protein interaction network (PPI) for DEGs and identified core genes in this network with high connectivity with other genes. We assessed the relationship between core genes and the pathogenesis and prognosis of HCC. Finally, we explored the gene regulatory signaling mechanisms involved in HCC pathogenesis.

Results: 145 DEGs were screened from the intersection of the four GEO datasets. MAD2L1 was associated with most genes according to the PPI network and was selected as a candidate gene for further study. Survival analysis suggested that high MAD2L1 expression in HCC correlated with a worse prognosis. In addition, real-time quantitative PCR (RT-qPCR), western blot (WB), and immunohistochemistry (IHC) findings suggested that the expression of MAD2L1 was abnormally increased in HCC tissues and cells compared to paraneoplastic tissues and normal hepatocytes.

Conclusion: We found that high MAD2L1 expression in HCC was significantly associated with overall patient survival and clinical features. We also explored the potential biological properties of this gene.

MeSH terms

  • Biomarkers, Tumor / genetics
  • Carcinoma, Hepatocellular / genetics*
  • Computational Biology
  • Databases, Genetic
  • Female
  • Humans
  • Liver Neoplasms / genetics*
  • Mad2 Proteins / genetics*
  • Male
  • Middle Aged
  • Prognosis
  • Protein Interaction Maps / genetics*
  • Signal Transduction
  • Survival Analysis

Substances

  • Biomarkers, Tumor
  • MAD2L1 protein, human
  • Mad2 Proteins