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Updated: Jun 5, 2025

Tissue Collection and RNA Extraction from the Human Osteoarthritic Knee Joint
Published on: July 22, 2021
Comprehensive multi-omics approach reveals potential therapeutic targets and agents for osteoarthritis
Qingxia Gao1, Dawei Yao2, Zuozhen Yin1
1Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Shandong First Medical University (Shandong Academy of Medical Sciences), No. 18877, Jing 10 Road, Jinan 250000, Shandong, China.
Background:
The mechanisms underlying osteoarthritis (OA) remain unclear, and effective treatments are lacking. This study aims to identify OA-related genes and explore their potential in drug repositioning for OA treatment.
Methods:
Transcriptome-wide association studies (TWAS) were performed using genome-wide association studies summary data and expression quantitative trait loci data from the Genotype-Tissue Expression project. Differentially expressed genes between OA patients and healthy controls were identified using four datasets from the Gene Expression Omnibus database. Gene ontology and pathway enrichment analyses identified potential hub genes associated with OA. A network-based drug repositioning approach was applied to discover potential therapeutic drugs for OA.
Results:
Through TWAS and mRNA expression profiling, 7 and 167 OA-related genes were identified, respectively. From these, 128 OA-related genes were selected based on common biological processes. Using the maximal clique centrality algorithm, 10 core-related genes (JUN, VEGFA, FN1, CD44, PTGS2, STAT1, MAP 2K7, GRB2, EP300, and PXN) were identified for network-based drug repositioning. Consequently, 24 drugs were identified based on 128 OA-related genes and 23 drugs based on 10 core OA-related genes. Some identified drugs, such as dexamethasone, menadione, and hyaluronic acid, have been previously reported for OA and/or rheumatoid arthritis treatment. Network analysis also indicated that spironolactone, lovastatin, and atorvastatin may have potential in OA treatment.
Conclusion:
This study identified potential OA-related genes and explored their roles in drug repositioning, suggesting the repurposing of existing drugs and the development of new therapeutic options for OA patients. Key message What is already known on this topic The exact pathogenesis of osteoarthritis (OA) remains unclear, and currently, there are no approved drugs that can prevent, halt, or inhibit the progression of OA. What this study adds We identified 128 OA-related genes and 10 core-related genes based on common biological processes revealed by TWAS and mRNA expression profiling. Using these genes, we discovered potential drugs for OA through the Network-based drug repositioning method. How this study might affect research, practice, or policy This study provides recommendations for repositioning existing drugs and developing new treatment options for patients with OA.
Insights
This study identified 128 osteoarthritis (OA)-related genes and 10 core genes, leading to the discovery of potential drugs for OA treatment through network-based drug repositioning. These findings offer new therapeutic options for OA patients.
Area of Science:
- Genomics
- Pharmacology
- Biotechnology
Background:
- Osteoarthritis (OA) pathogenesis is not fully understood, and effective disease-modifying treatments are lacking.
- Current therapeutic strategies for OA do not prevent disease progression.
Purpose of the Study:
- To identify genes associated with osteoarthritis (OA).
- To explore the potential of drug repositioning for OA treatment using identified genes.
Main Methods:
- Transcriptome-wide association studies (TWAS) and mRNA expression profiling were used to identify OA-related genes.
- Gene ontology and pathway enrichment analyses identified hub genes.
- A network-based drug repositioning approach was employed to discover potential OA therapeutics.
Main Results:
- 128 OA-related genes and 10 core OA-related genes were identified.
- Network analysis identified 24 potential drugs based on 128 genes and 23 drugs based on 10 core genes.
- Several drugs, including dexamethasone, menadione, hyaluronic acid, spironolactone, lovastatin, and atorvastatin, showed potential for OA treatment.
Conclusions:
- This study identified key OA-related genes and potential drug candidates for OA treatment.
- The findings support the repurposing of existing drugs and the development of novel therapeutic strategies for OA.
- This research provides a foundation for new treatment options for patients suffering from osteoarthritis.
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