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本文引用的文献

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Diagnostic biomarkers in knee osteoarthritis: Based on bioinformatics and experimental verification and .膝关节骨关节炎的诊断生物标志物:基于生物信息学和实验验证。
J Orthop Surg (Hong Kong). 2024 May-Aug;32(2):10225536241267027. doi: 10.1177/10225536241267027.
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Integrated single-cell and bulk RNA sequencing analysis identified pyroptosis-related signature for diagnosis and prognosis in osteoarthritis.单细胞和 bulk RNA 测序分析的综合分析确定了骨关节炎诊断和预后的焦亡相关特征。
Sci Rep. 2023 Oct 18;13(1):17757. doi: 10.1038/s41598-023-44724-0.
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Identification of cellular heterogeneity and immunogenicity of chondrocytes single-cell RNA sequencing technique in human osteoarthritis.利用单细胞RNA测序技术鉴定人骨关节炎中软骨细胞的细胞异质性和免疫原性
Front Pharmacol. 2022 Sep 29;13:1004766. doi: 10.3389/fphar.2022.1004766. eCollection 2022.
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Obesity, Inflammation, and Immune System in Osteoarthritis.肥胖、炎症与骨关节炎的免疫系统。
Front Immunol. 2022 Jul 4;13:907750. doi: 10.3389/fimmu.2022.907750. eCollection 2022.
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Role of GDF15/MAPK14 Axis in Chondrocyte Senescence as a Novel Senomorphic Agent in Osteoarthritis.GDF15/MAPK14 轴在软骨细胞衰老中的作用:作为骨关节炎的新型衰老模拟物。
Int J Mol Sci. 2022 Jun 24;23(13):7043. doi: 10.3390/ijms23137043.
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Orphan Nuclear Receptor NR4A2 Is Constitutively Expressed in Cartilage and Upregulated in Inflamed Synovium From hTNF-Alpha Transgenic Mice.孤儿核受体NR4A2在软骨中组成性表达,并在hTNF-α转基因小鼠的炎性滑膜中上调。
Front Pharmacol. 2022 Apr 20;13:835697. doi: 10.3389/fphar.2022.835697. eCollection 2022.
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Synovial inflammation in osteoarthritis progression.骨关节炎进展中的滑膜炎症。
Nat Rev Rheumatol. 2022 May;18(5):258-275. doi: 10.1038/s41584-022-00749-9. Epub 2022 Feb 14.
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Single-Cell Profiles of Age-Related Osteoarthritis Uncover Underlying Heterogeneity Associated With Disease Progression.年龄相关性骨关节炎的单细胞图谱揭示了与疾病进展相关的潜在异质性。
Front Mol Biosci. 2022 Jan 10;8:748360. doi: 10.3389/fmolb.2021.748360. eCollection 2021.
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Integrating single-cell and spatial transcriptomics to elucidate intercellular tissue dynamics.整合单细胞和空间转录组学以阐明细胞间组织动力学。
Nat Rev Genet. 2021 Oct;22(10):627-644. doi: 10.1038/s41576-021-00370-8. Epub 2021 Jun 18.
10
Network Pharmacology and bioinformatics analyses identify intersection genes of niacin and COVID-19 as potential therapeutic targets.网络药理学和生物信息学分析确定烟酰胺与 COVID-19 的交集基因作为潜在治疗靶点。
Brief Bioinform. 2021 Mar 22;22(2):1279-1290. doi: 10.1093/bib/bbaa300.

Single-Cell Transcriptomics and Integrated Bioinformatic Analysis Reveal Critical Biomarkers and Immune Infiltration Characteristics in Osteoarthritis.

作者信息

Gao Tiantian, Yang Chongshan, Bi Yikang, Zou Pingzhou, Wan Ma, Lan Shenghui, Song Yuan, Xu Yafeng

机构信息

Department of Orthopaedics, The Eighth People's Hospital, Jiangsu University, Shanghai, 200235, China, ujs.edu.cn.

Department of Orthopaedics, Xuhui Branch of The Sixth People's Hospital, Shanghai Jiao Tong University, Shanghai, 200233, China, sjtu.edu.cn.

出版信息

Genet Res (Camb). 2026 Jan 6;2026:1174568. doi: 10.1155/genr/1174568. eCollection 2026.

DOI:10.1155/genr/1174568
PMID:41502501
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12771611/
Abstract

BACKGROUND

Osteoarthritis (OA) is a complex, progressive joint disease characterized by cartilage degradation and inflammation. Traditional bulk tissue analyses have limited our understanding of the cellular diversity within OA tissues.

METHODS

This study employed scRNA-seq and integrated bioinformatic analyses to investigate the cellular composition and molecular pathways involved in OA. Publicly available datasets were analyzed to identify differentially expressed genes (DEGs) and enriched pathways. The genes, such as , , and , were selected for further analysis. Molecular docking studies were conducted to explore the interaction with two identified compounds. Additionally, immune infiltration characteristics were analyzed using gene set variation analysis (GSVA) and correlation with key OA-associated genes.

RESULTS

We analyzed cartilage samples from OA and normal individuals (GSE220243) and identified eight distinct chondrocyte subpopulations, with significant pathway enrichment in TNF, TGF-β, and PI3K-Akt signaling pathways. Further differential gene expression analysis of GSE114007 identified 2247 genes, including 26 key OA-associated drug targets, such as , , and , which demonstrated strong diagnostic potential (AUC > 0.70) across multiple cohorts. Immune infiltration analysis revealed significant correlations between these key genes and immune cell subsets, highlighting their roles in the inflammatory microenvironment of OA. Additionally, molecular docking studies suggested that bexarotene has a favorable binding affinity for NR4A2, BMP1, and AVPR1A, making it a promising therapeutic candidate.

CONCLUSION

Our findings provide new insights into the molecular landscape of OA, offering valuable biomarkers and therapeutic targets for future OA interventions.

摘要