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Identification of ion channel-related genes as diagnostic markers and potential therapeutic targets for osteoarthritis through bioinformatics and machine learning-based approaches.

Liu YongmingXiong YizheQian ZhikaiWang YupengWang XiangYin MengyuanDu GuoqingZhan Hongsheng
Published in: Biomarkers : biochemical indicators of exposure, response, and susceptibility to chemicals (2024)
Our findings provide novel insights into the role of ion channel-related genes in OA pathogenesis and offer potential diagnostic markers and therapeutic targets for the treatment of OA.
Keyphrases
  • machine learning
  • knee osteoarthritis
  • rheumatoid arthritis
  • combination therapy