The correlation and role analysis of COL4A1 and COL4A2 in hepatocarcinogenesis

Aging (Albany NY). 2020 Jan 5;12(1):204-223. doi: 10.18632/aging.102610. Epub 2020 Jan 5.

Abstract

Liver fibrosis biomarker, Type IV collagen, may function as hepatocarcinogenesis niche. However, among the six isoforms, the isoforms providing tumor microenvironment and their regulatory network are still unclarified. Based on bioinformatics analysis of hundreds of HCC transcriptome datasets from public databases, we found that COL4A1/2 expressions were significantly correlated with hepatocarcinogenesis, progression, and prognosis. The expressions of COL4A1/2 were significantly upregulated in the preneoplastic and HCC tissues compared with normal tissues. Moreover, the overexpression of COL4A2 was highly correlated with shorter progression-free survival in HCC patients. Bioinformatics analysis also generates an interactive regulatory network in which COL4A1/2 directly binding to integrin alpha-2/beta-1 initiates a sequentially and complicated signaling transduction, to accelerate cell cycle and promote tumorigenesis. Among those pathways, the PI3K-Akt pathway is significantly enriched in cooperative mutations and correlation analysis. This suggests that the key activated signaling is PI3K-Akt pathway which severing as the centerline linked with other pathways (Wnt and MAPK signaling) and cell behaviors signaling (cell cycle control and cytoskeleton change). Switching extracellular matrix collagen isoform may establish pro-tumorigenic and metastatic niches. The findings of COL4A1/2 and related signaling networks are valuable to be further investigated that may provide druggable targets for HCC intervention.

Keywords: COL4A1/A2; HCC; PI-3K pathway; PTK2; tumor microenvironment.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers
  • Cell Transformation, Neoplastic / genetics*
  • Cell Transformation, Neoplastic / metabolism
  • Collagen Type IV / genetics*
  • Collagen Type IV / metabolism
  • Computational Biology / methods
  • Disease Susceptibility
  • Female
  • Focal Adhesion Kinase 1
  • Gene Expression
  • Genetic Variation
  • Humans
  • Immunohistochemistry
  • Liver Neoplasms / genetics*
  • Liver Neoplasms / metabolism
  • Liver Neoplasms / mortality
  • Liver Neoplasms / pathology
  • Male
  • Models, Biological
  • Multigene Family
  • Phosphatidylinositol 3-Kinases / metabolism
  • Prognosis
  • Protein Interaction Mapping
  • Protein Interaction Maps
  • Signal Transduction
  • Tumor Microenvironment / genetics

Substances

  • Biomarkers
  • COL4A1 protein, human
  • COL4A2 protein, human
  • Collagen Type IV
  • Focal Adhesion Kinase 1
  • PTK2 protein, human