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Updated: Sep 10, 2025

Tissue Collection and RNA Extraction from the Human Osteoarthritic Knee Joint
Published on: July 22, 2021
Pinpointing novel targets for osteoarthritis: A comprehensive cross-omics integration analysis
Wen-Bin Xu1,2, Zhi-Qiang Que3, Kun Tao1,2
1Department of Joint Surgery, Ningbo, Zhejiang, China.
Abstract:
Osteoarthritis (OA) is a widespread degenerative joint disease. The current treatment mainly focuses on relieving symptoms, so its targeted therapy has attracted more and more attention from physicians. Multi-omics Mendelian randomization analysis provides innovative perspectives for uncovering possible therapeutic targets. This study utilized data from multi-omics analyses, including expression quantitative trait loci, protein quantitative trait loci, and methylation quantitative trait loci, combined with summary-data-based Mendelian randomization and colocalization analyses, to explore genetic markers and molecular pathways associated with OA. We also performed single-cell sequencing analysis to investigate gene expression in cartilage with OA and utilized molecular docking techniques to predict drug candidates. Finally, to explore the involvement of core proteins in OA, we carried out USP8-centered protein-protein interaction and enrichment analyses. The 4 genes linked to OA were found after integrating multi-omics results: USP8, DLK1, OMG, and SNUPN. Among them, USP8, as a first-level gene, has strong multi-omics evidence that it is closely related to OA. The other key genes identified were DLK1, OMG, and SNUPN as tertiary, quaternary, and quaternary genes, respectively. Molecular docking results showed that GDC-0134 could effectively target DLK1, which provided a new target for targeted therapy of DLK1. In addition, several genetic associations were validated in a replication cohort, and protein-protein interaction and enrichment analyses were conducted to explore the molecular networks linked to OA. The multi-omics integration identified several key genes and pathways associated with OA, providing a comprehensive understanding of the molecular mechanisms underlying the disease. USP8 and DLK1 were highlighted as promising therapeutic targets. These results offer promising avenues for creating novel therapies aimed at modifying OA progression.
Insights
This study identifies key genes like USP8 and DLK1 involved in osteoarthritis (OA) progression using multi-omics data. These findings highlight potential new therapeutic targets for developing novel OA treatments.
Area of Science:
- Genetics
- Molecular Biology
- Pharmacology
Background:
- Osteoarthritis (OA) is a prevalent degenerative joint disease with current treatments focused on symptom management.
- Targeted therapies for OA are gaining attention, necessitating the identification of novel therapeutic targets.
- Multi-omics approaches offer innovative strategies for uncovering potential therapeutic targets in complex diseases like OA.
Purpose of the Study:
- To identify genetic markers and molecular pathways associated with Osteoarthritis (OA) using integrated multi-omics data.
- To explore potential drug candidates and therapeutic targets for OA through molecular docking and pathway analysis.
- To provide a comprehensive understanding of the molecular mechanisms underlying OA for novel therapeutic development.
Main Methods:
- Integrated multi-omics analyses including expression quantitative trait loci (eQTL), protein quantitative trait loci (pQTL), and methylation quantitative trait loci (mQTL).
- Summary-data-based Mendelian randomization and colocalization analyses to identify genetic associations.
- Single-cell sequencing, molecular docking, and USP8-centered protein-protein interaction (PPI) network analyses.
Main Results:
- Four key genes (USP8, DLK1, OMG, SNUPN) were identified as significantly associated with OA through multi-omics integration.
- USP8 showed strong multi-omics evidence linking it to OA, while DLK1, OMG, and SNUPN were also identified.
- Molecular docking predicted GDC-0134 as a potential drug targeting DLK1, and genetic associations were validated in a replication cohort.
Conclusions:
- Multi-omics integration successfully identified key genes and pathways implicated in OA pathogenesis.
- USP8 and DLK1 emerged as promising therapeutic targets for developing novel OA treatments.
- The study provides a foundation for developing targeted therapies to modify OA progression.
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