Identification of hub genes and discovery of promising compounds in gastric cancer based on bioinformatics analysis

Biomark Med. 2020 Aug;14(12):1069-1084. doi: 10.2217/bmm-2019-0608.

Abstract

Aim: To explore the mechanism of gastric carcinogenesis by mining potential hub genes and to search for promising small-molecular compounds for gastric cancer (GC). Materials & methods: The microarray datasets were downloaded from Gene Expression Omnibus database and the genes and compounds were analyzed by bioinformatics-related tools and software. Results: Six hub genes (MKI67, PLK1, COL1A1, TPX2, COL1A2 and SPP1) related to the prognosis of GC were confirmed to be upregulated in GC and their high expression was correlated with poor overall survival rate in GC patients. In addition, eight candidate compounds with potential anti-GC activity were identified, among which resveratrol was closely correlated with six hub genes. Conclusion: Six hub genes identified in the present study may contribute to a more comprehensive understanding of the mechanism of gastric carcinogenesis and the predicted potential of resveratrol may provide valuable clues for the future development of targeted anti-GC inhibitors.

Keywords: bioinformatics analysis; candidate compounds; differentially expressed genes; gastric cancer.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amiodarone / chemistry
  • Cell Cycle Proteins / genetics
  • Clomipramine / chemistry
  • Collagen Type I / genetics
  • Databases, Genetic
  • Datasets as Topic
  • Gene Expression Profiling*
  • Gene Expression Regulation, Neoplastic
  • Genes, Neoplasm*
  • Humans
  • Ki-67 Antigen / genetics
  • Levallorphan / chemistry
  • Microtubule-Associated Proteins / genetics
  • Neoplasm Proteins / genetics*
  • Osteopontin / genetics
  • Piroxicam / chemistry
  • Polo-Like Kinase 1
  • Procaine / chemistry
  • Procaine / pharmacology
  • Procaine / therapeutic use
  • Protein Serine-Threonine Kinases / genetics
  • Proto-Oncogene Proteins / genetics
  • Resveratrol / chemistry
  • Resveratrol / pharmacology
  • Small Molecule Libraries / chemistry*
  • Small Molecule Libraries / pharmacology*
  • Small Molecule Libraries / therapeutic use
  • Stomach Neoplasms / drug therapy*
  • Stomach Neoplasms / genetics*
  • Ursodeoxycholic Acid / chemistry
  • Vorinostat / chemistry

Substances

  • Cell Cycle Proteins
  • Collagen Type I
  • Ki-67 Antigen
  • Microtubule-Associated Proteins
  • Neoplasm Proteins
  • Proto-Oncogene Proteins
  • SPP1 protein, human
  • Small Molecule Libraries
  • TPX2 protein, human
  • Osteopontin
  • Piroxicam
  • Levallorphan
  • Procaine
  • Vorinostat
  • Ursodeoxycholic Acid
  • Protein Serine-Threonine Kinases
  • Amiodarone
  • Clomipramine
  • Resveratrol