Comprehensive Bioinformatics Analysis Reveals Associations between the DNA Damage Response and Osteoarthritis
Zhenzhen Lu1, Chen Zheng2, Peijun Ren2
1Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University, School of Medicine, Shanghai, China, luzhenzhen1998@163.com.
Introduction:
DNA damage in chondrocytes has been found to be associated with osteoarthritis (OA) and could be a primary pathological mechanism of the disease. Here, we performed transcriptomic analysis of human chondrocytes using existing RNA-seq datasets to characterize DNA damage repair pathway alterations associated with OA status.
Methods:
We collected 9 public RNA-seq datasets of cartilage samples in the Gene Expression Omnibus from 57 OA patients and 35 non-OA controls. We identified differentially expressed genes (DEGs), examined enriched pathways, and predicted regulatory networks of the DNA damage response (DDR) in OA by comparing RNA-seq data from OA and non-OA chondrocytes. Furthermore, we evaluated the potential associations between DDR-related gene signatures and OA status.
Results:
We identified 490 upregulated and 350 downregulated DEGs in OA. The upregulated DEGs are significantly enriched in DDR pathways, including the Fanconi anemia, mismatch repair, and base excision repair pathways. A total of 10 significant DDR downstream pathways were enriched and upregulated in OA, including DNA replication, DNA repair, and cell cycle pathways in relation to the DDR. Finally, we identified 9 core genes for DNA damage repair in OA (DDR-OA genes) as potential targets for OA biomarkers. Three of these genes are known to be associated with both DDR processes and OA pathology.
Conclusion:
Elevated expression of DDR-related genes and enhanced activity of DDR signaling pathways were observed in conjunction with OA onset and progression. Our computational analysis prioritizes identified DDR-OA genes as high-confidence candidates for further experimental investigation.
Insights
DNA damage repair pathways are altered in osteoarthritis (OA). This study identified key DNA damage response (DDR)-OA genes, suggesting their potential as biomarkers for OA progression and as therapeutic targets.
Area of Science:
- Molecular Biology
- Genomics
- Pathology
Background:
- DNA damage in chondrocytes is linked to osteoarthritis (OA) pathogenesis.
- Transcriptomic analysis is used to investigate DNA damage repair pathways in OA.
Purpose of the Study:
- To characterize alterations in DNA damage repair pathways in human chondrocytes associated with OA status.
- To identify potential biomarkers for OA using gene expression data.
Main Methods:
- Collected and analyzed 9 public RNA-seq datasets from OA patients and non-OA controls.
- Identified differentially expressed genes (DEGs) and enriched pathways related to DNA damage response (DDR).
- Predicted regulatory networks and evaluated associations between DDR gene signatures and OA status.
Main Results:
- Identified 490 upregulated and 350 downregulated DEGs in OA chondrocytes.
- Upregulated DEGs were significantly enriched in DDR pathways (e.g., Fanconi anemia, mismatch repair, base excision repair).
- Identified 9 core DNA damage repair-OA (DDR-OA) genes, with 3 linked to both DDR and OA pathology.
Conclusions:
- Elevated expression of DDR-related genes and enhanced DDR signaling activity are associated with OA onset and progression.
- Identified DDR-OA genes are promising candidates for further experimental investigation as OA biomarkers.
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