From algorithm to verification: based on network toxicology and machine learning, the immunomodulatory role of IGFBP1/MKI67/C9 in perfluorooctanoic acid-induced osteoarthritis was discovered, and a diagnostic model was constructed - Quiz - MDSpire
Coming Soon: Introducing MDSpire News. Learn more
Conexiant’s news site is now MDSpire News. Learn more

Unveiling the Immunomodulatory Effects of IGFBP1/MKI67/C9 in Perfluorooctanoic Acid-Induced Osteoarthritis: A Machine Learning and Network Toxicology Approach to Model Verification

  • By

  • Xinzhou Huang

  • Yongkun Wei

  • Yani Rao

  • Yue Wei

  • Hui Chen

  • Yunping Bao

  • May 28, 2026

Share

Original Source(s)

From algorithm to verification: based on network toxicology and machine learning, the immunomodulatory role of IGFBP1/MKI67/C9 in perfluorooctanoic acid-induced osteoarthritis was discovered, and a diagnostic model was constructed

  • by Xinzhou Huang, Yongkun Wei, Yani Rao, Yue Wei, Hui Chen, Yunping Bao

  • May 28, 2026

Related Content

Preoperative lower radiographic osteoarthritis severity in primary total knee arthroplasty increases revision risk by tenfold compared to severe osteoarthritis

Top 10 States With Rising Demand for Physicians

These 10 states report physician shortages, projected physician supply gaps, or physician-to-population ratios below national benchmarks.

Denosumab in osteoarthritis: from mechanism to clinical translation