Identification of the miRNA-mRNA regulatory network of small cell osteosarcoma based on RNA-seq

Oncotarget. 2017 Jun 27;8(26):42525-42536. doi: 10.18632/oncotarget.17208.

Abstract

Small cell osteosarcoma (SCO) is a rare subtype of osteosarcoma characterized by highly aggressive progression and a poor prognosis. The miRNA and mRNA expression profiles of peripheral blood mononuclear cells (PBMCs) were obtained in 3 patients with SCO and 10 healthy individuals using high-throughput RNA-sequencing. We identified 37 dysregulated miRNAs and 1636 dysregulated mRNAs in patients with SCO compared to the healthy controls. Specifically, the 37 dysregulated miRNAs consisted of 27 up-regulated miRNAs and 10 down-regulated miRNAs; the 1636 dysregulated mRNAs consisted of 555 up-regulated mRNAs and 1081 down-regulated mRNAs. The target-genes of miRNAs were predicted, and 1334 negative correlations between miRNAs and mRNAs were used to construct an miRNA-mRNA regulatory network. Dysregulated genes were significantly enriched in pathways related to cancer, mTOR signaling and cell cycle signaling. Specifically, hsa-miR-26b-5p, hsa-miR-221-3p and hsa-miR-125b-2-3p were significantly dysregulated miRNAs and exhibited a high degree of connectivity with target genes. Overall, the expression of dysregulated genes in tumor tissues and peripheral blood samples of patients with SCO measured by quantitative real-time polymerase chain reaction corroborated with our bioinformatics analyses based on the expression profiles of PBMCs from patients with SCO. Thus, hsa-miR-26b-5p, hsa-miR-221-3p and hsa-miR-125b-2-3p may be involved in SCO tumorigenesis.

Keywords: RNA-seq; microRNA; regulatory network; small cell osteosarcoma.

MeSH terms

  • Bone Neoplasms / genetics*
  • Bone Neoplasms / pathology
  • Case-Control Studies
  • Computational Biology
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic*
  • Gene Ontology
  • Gene Regulatory Networks*
  • Humans
  • MicroRNAs / genetics*
  • RNA Interference*
  • RNA, Messenger / genetics*
  • Reproducibility of Results

Substances

  • MicroRNAs
  • RNA, Messenger