Comprehensive analysis of inhibitor of differentiation/DNA-binding gene family in lung cancer using bioinformatics methods

Biosci Rep. 2020 Feb 28;40(2):BSR20193075. doi: 10.1042/BSR20193075.

Abstract

The inhibitor of differentiation/DNA-binding (ID) is a member of the helix-loop-helix (HLH) transcription factor family, and plays a role in tumorigenesis, invasiveness and angiogenesis. The aims were to investigate the expression patterns and prognostic values of individual ID family members in lung cancer, and the potential functional roles. The expression levels of ID family were assessed using the Oncomine online database and GEPIA database. Furthermore, the prognostic value of ID family members was evaluated using the Kaplan-Meier plotter database. The genetic mutations of ID family members were investigated using the cBioPortal database. Moreover, enrichment analysis was performed using STRING database and Funrich software. It was found that all the ID family members were significantly down-regulated in lung cancer. Prognostic results indicated that low mRNA expression levels of ID1 or increased mRNA expression levels of ID2/3/4 were associated with improved overall survival, first progression and post progression survival. Additionally, genetic mutations of ID family members were identified in lung cancer, and it was suggested that amplification and deep deletion were the main mutation types. Furthermore, functional enrichment analysis results suggested that ID1/2/4 were significantly enriched in 'regulation of nucleobase, nucleoside, nucleotide and nucleic acid metabolism' for biological process, 'transcription factor activity' for molecular function and 'HLH domain' for protein domain. However, it was found that ID3 was not enriched in the above functions. The aberrant expression of ID family members may affect the occurrence and prognosis of lung cancer, and may be related to cell metabolism and transcriptional regulation.

Keywords: expression; inhibitor of differentiation/DNA-binding; lung cancer; prognostic; protein interaction network.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers, Tumor / genetics*
  • Computational Biology*
  • Databases, Genetic
  • Energy Metabolism
  • Female
  • Gene Expression Regulation, Neoplastic
  • Gene Regulatory Networks
  • Humans
  • Inhibitor of Differentiation Protein 1 / genetics
  • Inhibitor of Differentiation Protein 2 / genetics
  • Inhibitor of Differentiation Proteins / genetics*
  • Lung Neoplasms / genetics*
  • Lung Neoplasms / mortality
  • Lung Neoplasms / pathology
  • Lung Neoplasms / therapy
  • Male
  • Mutation
  • Neoplasm Proteins
  • Prognosis
  • Protein Interaction Maps
  • Transcription, Genetic

Substances

  • Biomarkers, Tumor
  • ID1 protein, human
  • ID2 protein, human
  • ID4 protein, human
  • Inhibitor of Differentiation Protein 1
  • Inhibitor of Differentiation Protein 2
  • Inhibitor of Differentiation Proteins
  • Neoplasm Proteins
  • ID3 protein, human