KRT15, INHBA, MATN3, and AGT are aberrantly methylated and differentially expressed in gastric cancer and associated with prognosis

Pathol Res Pract. 2019 May;215(5):893-899. doi: 10.1016/j.prp.2019.01.034. Epub 2019 Jan 28.


Aim: The present study aims to identify aberrantly methylated and differentially expressed genes (DEGs) in gastric cancer (GC) and explore their potential role in the carcinogenesis and development of GC.

Methods: The original RNA-Seq, clinical information and Illumina Human Methylation 27 Chip data associated with GC were downloaded from The Cancer Genome Atlas (TCGA) database using the gdc-client tool. The DEGs and aberrantly methylated genes (AMGs) were screened with edgeR and limma package in R, respectively. The cut-off criteria for DEG identification were P < 0.05 and fold change (FC) >2.0, and for AMG identification were P < 0.05 and |t|>2.0. Genes which were both DEGs and AMGs were considered to be regulated by aberrant DNA methylation in GC. The common genes were used for further functional enrichment analysis in the categories of cellular component, molecular function, biological process and biological pathway.

Results: In total 465 genes including 336 down-regulated genes with hyper-methylation (DGs-Hyper) and 129 up-regulated genes with hypo-methylation (UGs-Hypo) were identified. Cellular component analysis showed that these genes were mainly expressed in the cytoplasm and plasma membrane. Molecular function and biological process analysis indicated that the genes primarily participate in cell communication, signal transduction, cell growth/maintenance and function as transcription factors, receptor, cell adhesion molecules, and transmembrane receptor protein tyrosine kinases. Biological pathway analysis revealed that the genes are involved in some crucial pathways including epithelial-to-mesenchymal transition, IL3-mediated signaling, mTOR signaling, VEGF/VEGFR and c-Met signaling. KRT15, INHBA, MATN3, and AGT are significantly associated with the prognosis of GC patients.

Conclusion: Our study identified several DEGs regulated by aberrant DNA methylation in GC. The mechanism of DNA methylation in the carcinogenesis and development of GC could be further explored in these genes, especially KRT15, INHBA, MATN3, and AGT.

Keywords: Bioinformatic analysis; DNA methylation; Differentially expressed genes; Gastric cancer; Prognosis.

MeSH terms

  • Adult
  • Aged
  • Angiotensinogen / genetics
  • Biomarkers, Tumor / genetics*
  • Computational Biology
  • DNA Methylation
  • Databases, Genetic
  • Female
  • Humans
  • Inhibin-beta Subunits / genetics
  • Keratin-15 / genetics
  • Male
  • Matrilin Proteins / genetics
  • Middle Aged
  • Prognosis
  • Stomach Neoplasms / genetics*
  • Stomach Neoplasms / mortality
  • Stomach Neoplasms / pathology
  • Transcriptome / genetics*


  • AGT protein, human
  • Biomarkers, Tumor
  • KRT15 protein, human
  • Keratin-15
  • MATN3 protein, human
  • Matrilin Proteins
  • inhibin beta A subunit
  • Angiotensinogen
  • Inhibin-beta Subunits