Therefore, while the findings provide preliminary evidence for a causal relationship between exogenous insulin use and osteoarthritis risk, we recommend that future studies incorporate larger-scale GWAS data to identify additional independent and robust SNPs as IVs, thereby further validating and refining these findings. The gene discussed is INS; the disease is osteoarthritis.