Unveiling the ageing-related genes in diagnosing osteoarthritis with metabolic syndrome by integrated bioinformatics analysis and machine learning

Ageing significantly contributes to osteoarthritis (OA) and metabolic syndrome (MetS) pathogenesis, yet the underlying mechanisms remain unknown. This study aimed to identify ageing-related biomarkers in OA patients with MetS. OA and MetS datasets and ageing-related genes (ARGs) were retrieved from...

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Bibliographic Details
Main Authors: Jian Huang, Lu Wang, Jiangfei Zhou, Tianming Dai, Weicong Zhu, Tianrui Wang, Hongde Wang, Yingze Zhang
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Artificial Cells, Nanomedicine, and Biotechnology
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Online Access:https://www.tandfonline.com/doi/10.1080/21691401.2025.2471762
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