Identification of key regulators responsible for dysregulated networks in osteoarthritis by large-scale expression analysis

J Orthop Surg Res. 2021 Apr 14;16(1):259. doi: 10.1186/s13018-021-02402-9.

Abstract

Background: Osteoarthritis (OA) is a worldwide musculoskeletal disorder. However, disease-modifying therapies for OA are not available. Here, we aimed to characterize the molecular signatures of OA and to identify novel therapeutic targets and strategies to improve the treatment of OA.

Methods: We collected genome-wide transcriptome data performed on 132 OA and 74 normal human cartilage or synovium tissues from 7 independent datasets. Differential gene expression analysis and functional enrichment were performed to identify genes and pathways that were dysregulated in OA. The computational drug repurposing method was used to uncover drugs that could be repurposed to treat OA.

Results: We identified several pathways associated with the development of OA, such as extracellular matrix organization, inflammation, bone development, and ossification. By protein-protein interaction (PPI) network analysis, we prioritized several hub genes, such as JUN, CDKN1A, VEGFA, and FOXO3. Moreover, we repurposed several FDA-approved drugs, such as cardiac glycosides, that could be used in the treatment of OA.

Conclusions: We proposed that the hub genes we identified would play a role in cartilage homeostasis and could be important diagnostic and therapeutic targets. Drugs such as cardiac glycosides provided new possibilities for the treatment of OA.

Keywords: Drug repurposing; Osteoarthritis; Transcriptional profiling.

MeSH terms

  • Cardiac Glycosides / therapeutic use
  • Computational Biology / methods*
  • Cyclin-Dependent Kinase Inhibitor p21 / physiology
  • Drug Repositioning / methods*
  • Female
  • Forkhead Box Protein O3 / physiology
  • Gene Expression / genetics*
  • Genome-Wide Association Study
  • Humans
  • Male
  • Molecular Targeted Therapy
  • Osteoarthritis / diagnosis
  • Osteoarthritis / drug therapy
  • Osteoarthritis / genetics*
  • Protein Interaction Maps / genetics*
  • Proto-Oncogene Proteins c-jun / physiology*
  • Transcription Factors
  • Vascular Endothelial Growth Factor A / physiology

Substances

  • CDKN1A protein, human
  • Cardiac Glycosides
  • Cyclin-Dependent Kinase Inhibitor p21
  • FOXO3 protein, human
  • Forkhead Box Protein O3
  • JUN protein, human
  • Proto-Oncogene Proteins c-jun
  • Transcription Factors
  • VEGFA protein, human
  • Vascular Endothelial Growth Factor A