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PTEN and GATA3 as Key Molecular Mediators Linking Diabetes Mellitus to Osteoarthritis: A Comprehensive Mendelian
Jian Ding1,2,3,4, Xuqiang Liu2,4, Jun Zhang3
1Department of Orthopedics, The First Hospital of Nanchang, Nanchang, Jiangxi, 33000, China.
Background:
Epidemiological studies suggest a potential link between diabetes mellitus (DM) and osteoarthritis (OA), but the molecular mechanisms underlying this association remain unclear. Identifying these mechanisms is crucial for developing targeted therapies for diabetic patients with OA.
Methods:
A two-sample Mendelian randomization approach was used to assess causal relationships between DM and OA. Differential expression analysis of the GSE51588 and GSE21340 datasets identified common differentially expressed genes (co-DEGs), followed by GO and KEGG enrichment analysis. Protein-protein interaction (PPI) networks were constructed using STRING and Cytoscape, and potential biomarkers were identified via CytoHubba and ROC curve analysis. Transcription factor (TF)-mRNA and mRNA-miRNA regulatory networks were developed to identify potential drug targets through DGIdb. Molecular docking and artificial intelligence (AI)-based ADMET analysis were performed to validate the interaction between GATA3 and PTEN. RT-qPCR was conducted to confirm the expression of PTEN and GATA3.
Results:
Mendelian randomization identified a causal relationship between diabetes-related SNPs and OA. A total of 142 co-DEGs were identified, with PTEN and GATA3 showing significant diagnostic relevance. Molecular docking indicated that GATA3 inhibitors exhibited higher binding affinities than PTEN inhibitors, with ZK-806711 emerging as a promising dual-target inhibitor. ADMET analysis suggested that Genz-10850 is suitable for CNS-targeted therapy. In chondrocytes, hyperglycemia upregulated PTEN and downregulated GATA3 expression.
Conclusion:
In conclusion, we identified the molecular mechanisms linking DM and OA, highlighting PTEN and GATA3 as potential therapeutic targets for intervention.
Insights
This study reveals molecular links between diabetes mellitus (DM) and osteoarthritis (OA), identifying PTEN and GATA3 as key targets for potential new therapies for diabetic patients with OA.
Area of Science:
- Molecular biology
- Genetics
- Biochemistry
Background:
- Epidemiological studies suggest a link between diabetes mellitus (DM) and osteoarthritis (OA).
- The precise molecular mechanisms connecting DM and OA are not fully understood.
- Understanding these mechanisms is vital for developing effective treatments for diabetic individuals with OA.
Purpose of the Study:
- To investigate the causal relationship between DM and OA using a Mendelian randomization approach.
- To identify common differentially expressed genes (co-DEGs) and potential biomarkers linking DM and OA.
- To explore therapeutic targets and drug candidates for the comorbidity of DM and OA.
Main Methods:
- A two-sample Mendelian randomization analysis was performed.
- Differential gene expression analysis and enrichment analyses (GO, KEGG) were conducted.
- Protein-protein interaction networks, regulatory networks, molecular docking, and AI-based ADMET analysis were utilized.
Main Results:
- A causal link was established between diabetes-related single nucleotide polymorphisms (SNPs) and OA.
- PTEN and GATA3 were identified as significant diagnostic biomarkers.
- Hyperglycemia upregulated PTEN and downregulated GATA3 expression in chondrocytes, suggesting a direct molecular link.
Conclusions:
- The study elucidates molecular mechanisms connecting DM and OA.
- PTEN and GATA3 are identified as promising therapeutic targets for intervention.
- Specific compounds like ZK-806711 and Genz-10850 show potential for dual-target therapy and CNS-targeted treatment, respectively.
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