• Mendelian randomization identified four plasma proteins (CD14, IL12B, MST1, SEMA4A) with causal links to spinal osteoarthritis.
• IL12B is negatively associated with spinal osteoarthritis, while CD14, MST1, and SEMA4A are positively associated.
• Drug prediction and molecular docking suggest tesmilifene, montelukast, naphthylamine, and colchicine as potential therapeutic agents.
• These findings offer new biomarkers and drug targets for spinal osteoarthritis, with implications for personalized diagnosis and treatment.
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