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 - Top-Institutions - MDSpire

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

  • 0 min

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Top Institutions in Rheumatology

Brief introduction explaining scope and methodology.

  • #1

    The Johns Hopkins Hospital
    The Johns Hopkins Hospital

    Baltimore, Maryland

    Key Differentiators

    • Rheumatology

  • #2

    Cleveland Clinic
    Cleveland Clinic

    Cleveland, Ohio

    Key Differentiators

    • Rheumatology

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

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