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Identification of key regulators responsible for dysregulated networks in osteoarthritis by large-scale expression analysis.
- Source :
-
Journal of orthopaedic surgery and research [J Orthop Surg Res] 2021 Apr 14; Vol. 16 (1), pp. 259. Date of Electronic Publication: 2021 Apr 14. - Publication Year :
- 2021
-
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.<br />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.<br />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.<br />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.
- Subjects :
- Cardiac Glycosides therapeutic use
Cyclin-Dependent Kinase Inhibitor p21 physiology
Female
Forkhead Box Protein O3 physiology
Genome-Wide Association Study
Humans
Male
Molecular Targeted Therapy
Osteoarthritis diagnosis
Osteoarthritis drug therapy
Transcription Factors
Vascular Endothelial Growth Factor A physiology
Computational Biology methods
Drug Repositioning methods
Gene Expression genetics
Osteoarthritis genetics
Protein Interaction Maps genetics
Proto-Oncogene Proteins c-jun physiology
Subjects
Details
- Language :
- English
- ISSN :
- 1749-799X
- Volume :
- 16
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Journal of orthopaedic surgery and research
- Publication Type :
- Academic Journal
- Accession number :
- 33853636
- Full Text :
- https://doi.org/10.1186/s13018-021-02402-9