Integrated multi-omics and machine learning reveals immune-metabolic signatures in osteoarthritis: from bulk RNA-seq to single-cell resolution

PurposeThe aim of this study was to investigate the activation of immune-metabolic pathways in osteoarthritis (OA) and their role in disease progression. We employed differential expression analysis and Gene Set Enrichment AnalysisMaterials and methodsGene set enrichment analysis (GSEA) to identify...

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Bibliographic Details
Main Authors: Hui He, Xiumei Zhao, Bo Zhang, Shijian Zhao, Yinteng Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Immunology
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Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2025.1599930/full
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