In conclusion, this study demonstrated a causal link between multiple plasma proteins and osteonecrosis through a comprehensive MR analysis, especially HEBP1, which provides a new pathway for the biological mechanism of osteonecrosis and helps to explore early intervention and treatment. The gene discussed is HEBP1; the disease is osteonecrosis.