Bioinformatic identification of important roles of COL1A1 and TNFRSF12A in cartilage injury and osteoporosis

Objective The aim of this study was to identify the key regulatory mechanisms of cartilage injury and osteoporosis through bioinformatics methods, and to provide a new theoretical basis and molecular targets for the diagnosis and treatment of the disease.Methods Microarray data for cartilage injury...

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Bibliographic Details
Main Authors: Muzi Liu, Shiguo Gong, Xin Sheng, Zihong Zhang, Xichun Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Journal of the International Society of Sports Nutrition
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Online Access:https://www.tandfonline.com/doi/10.1080/15502783.2025.2454641
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