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Updated: Aug 26, 2026

Standardized Histomorphometric Evaluation of Osteoarthritis in a Surgical Mouse Model
Published on: May 6, 2020
Deciphering osteoarthritis cartilage heterogeneity: gene expression-guided patient stratification and microbiome
Xiaohong Huang1, Dongxu Zhu2,3, Tianrui Wang3
1Shandong Institute of Traumatic Orthopedics, Medical Research Center, The Affiliated Hospital of Qingdao University, Qingdao, China.
Background:
Demand for arthroplasty due to osteoarthritis (OA) is rising with population aging and need for revision surgeries. Efforts to slow OA progression and prevent post-operative complications have been ineffective, likely due to inadequate identification of the primary disease-driving mechanisms underlying cartilage destruction. The aim of this study was to identify the primary disease-driving mechanisms underlying OA cartilage destruction.
Methods:
Patient stratification was performed using a Gaussian mixture model according to the expression profiles of 14 OA indicators in the cartilage collected from total or unicompartmental knee arthroplasty and verified by cartilage microbiome.
Results:
Six endotypes were identified from 122 OA cartilage samples. Regarding extracellular matrix remodeling, Cluster 1 had high COL1A1 and was dominated by the Pseudomonadaceae family, potentially associated with fibrosis. Cluster 2 showed high COMP transcription and low MMP13, with a high level of species Acinetobacter johnsonii, which may affect matrix regeneration. Cluster 5 had high ADAMTS4 and abundant Streptococcus agalactiae, highlighting cartilage degradation in OA progression and infection risk in arthroplasty. Inflammation-driven destruction, as indicated by high MCP1 and CCR2 levels, was pronounced in Cluster 4 patients, with nine key taxa correlated with NTRK1, suggesting their role in pain sensitization. Regarding mechanosensitivity, Cluster 3 featured high TRPV4 expression and a predominance of the Mycobacteriales order, suggesting a link between mechanosensitivity and aging. Cluster 6 had secondary high levels of CCR2 and PIEZO1, indicating mechanoflammation.
Conclusion:
This study unveiled OA cartilage heterogeneity and highlighted the potential of using replaced cartilage, which may offer valuable clues for joint health assessment and future research into arthroplasty prognosis.