Integrated microarray for identifying the hub mRNAs and constructed miRNA-mRNA network in coronary in-stent restenosis

Physiol Genomics. 2022 Oct 1;54(10):371-379. doi: 10.1152/physiolgenomics.00089.2021. Epub 2022 Aug 15.

Abstract

As a major complication after percutaneous coronary intervention (PCI) in patients who suffer from coronary artery disease, in-stent restenosis (ISR) poses a significant challenge for clinical management. A miRNA-mRNA regulatory network of ISR can be constructed to better reveal the occurrence of ISR. The relevant data set from the Gene Expression Omnibus (GEO) database was downloaded, and 284 differentially expressed miRNAs (DE-miRNAs) and 849 differentially expressed mRNAs (DE-mRNAs) were identified. As predicted by online tools, 65 final functional genes (FmRNAs) were overlapping DE-mRNAs and DE-miRNAs target genes. In the biological process (BP) terms of gene ontology (GO) functional analysis, the FmRNAs were mainly enriched in the cellular response to peptide, epithelial cell proliferation, and response to peptide hormone. In the Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, the FmRNAs were mainly enriched in breast cancer, endocrine resistance, and Cushing syndrome. Jun proto-oncogene, activator protein-1 (AP-1) transcription factor subunit (JUN), insulin-like growth factor 1 receptor (IGF1R), member RAS oncogene family (RAB14), specificity protein 1 (SP1), protein tyrosine phosphatase nonreceptor type 1 (PTPN1), DDB1 and CUL4 associated factor 10 (DCAF10), retinoblastoma-binding protein 5 (RBBP5), and eukaryotic initiation factor 4A-I (EIF4A1) were hub genes in the protein-protein interaction network (PPI network). The miRNA-mRNA network containing DE-miRNAs and hub genes was built. Hsa-miR-139-5p-JUN, hsa-miR-324-5p-SP1 axis pairs were found in the miRNA-mRNA network, which could promote ISR development. The aforementioned results indicate that the miRNA-mRNA network constructed in ISR has a regulatory role in the development of ISR and may provide new approaches for clinical treatment and experimental development.

Keywords: GEO; ISR; bioinformatics; miRNA-mRNA regulatory network.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Coronary Restenosis*
  • Eukaryotic Initiation Factor-4A / genetics
  • Eukaryotic Initiation Factor-4A / metabolism
  • Factor X / genetics
  • Factor X / metabolism
  • Gene Regulatory Networks
  • Humans
  • Insulin-Like Growth Factor I / genetics
  • MicroRNAs* / genetics
  • MicroRNAs* / metabolism
  • Peptide Hormones* / genetics
  • Peptide Hormones* / metabolism
  • Percutaneous Coronary Intervention*
  • Protein Tyrosine Phosphatases / genetics
  • Protein Tyrosine Phosphatases / metabolism
  • RNA, Messenger / genetics
  • RNA, Messenger / metabolism
  • Transcription Factor AP-1 / genetics
  • Transcription Factor AP-1 / metabolism
  • rab GTP-Binding Proteins / genetics

Substances

  • MIRN139 microRNA, human
  • MIRN324 microRNA, human
  • MicroRNAs
  • Peptide Hormones
  • RNA, Messenger
  • Transcription Factor AP-1
  • Insulin-Like Growth Factor I
  • Factor X
  • Eukaryotic Initiation Factor-4A
  • Protein Tyrosine Phosphatases
  • Rab14 protein, human
  • rab GTP-Binding Proteins