Prediction of a miRNA-mRNA functional synergistic network for cervical squamous cell carcinoma

FEBS Open Bio. 2019 Dec;9(12):2080-2092. doi: 10.1002/2211-5463.12747. Epub 2019 Nov 17.

Abstract

Cervical squamous cell carcinoma (CSCC) accounts for a significant proportion of cervical cancer; thus, there is a need for novel and noninvasive diagnostic biomarkers for this malignancy. In this study, we performed integrated analysis of a dataset from the Gene Expression Omnibus database to identify differentially expressed genes (DEGs) and differentially expressed miRNAs (DEmiRNAs) between CSCC, cervical intraepithelial neoplasia (CIN) and healthy control subjects. We further established protein-protein interaction and DEmiRNA-target gene interaction networks, and performed functional annotation of the target genes of DEmiRNAs. In total, we identified 1375 DEGs and 19 DEmiRNAs in CIN versus normal control, and 2235 DEGs and 33 DEmiRNAs in CSCC versus CIN by integrated analysis. Our protein-protein interaction network indicates that the common DEGs, Cyclin B/cyclin-dependent kinase 1 (CDK1), CCND1, ESR1 and Aurora kinase A (AURKA), are the top four hub genes. P53 and prostate cancer were identified as significantly enriched signaling pathways of common DEGs and DEmiRNA targets, respectively. We validated that expression levels of three DEGs (TYMS, SASH1 and CDK1) and one DEmiRNA of hsa-miR-99a were altered in blood samples of patients with CSCC. In conclusion, a total of four DEGs (TYMS, SASH1, CDK1 and AURKA) and two DEmiRNAs (hsa-miR-21 and hsa-miR-99a) may be involved in the pathogenesis of CIN and the progression of CIN into CSCC. Of these, TYMS is predicted to be regulated by hsa-miR-99a and SASH1 to be regulated by hsa-miR-21.

Keywords: GEO; cervical intraepithelial neoplasia; cervical squamous cell carcinoma; differentially expressed gene; miRNA.

MeSH terms

  • Biomarkers, Tumor / genetics
  • Carcinoma, Squamous Cell / diagnosis
  • Carcinoma, Squamous Cell / genetics*
  • Computational Biology / methods
  • Female
  • Gene Expression / genetics
  • Gene Expression Profiling / methods
  • Gene Expression Regulation, Neoplastic / genetics
  • Gene Regulatory Networks / genetics
  • Humans
  • MicroRNAs / genetics
  • MicroRNAs / metabolism
  • Protein Interaction Maps / genetics
  • RNA, Messenger / genetics
  • RNA, Messenger / metabolism
  • Signal Transduction / genetics
  • Transcriptome / genetics
  • Uterine Cervical Dysplasia / diagnosis
  • Uterine Cervical Dysplasia / genetics*
  • Uterine Cervical Neoplasms / diagnosis
  • Uterine Cervical Neoplasms / genetics*

Substances

  • Biomarkers, Tumor
  • MicroRNAs
  • RNA, Messenger