Utilizing the Inverse Variance Weighting (IVW) method, we uncovered a potential link between a heightened risk of migraines and diminished levels of IL-2 (OR, 0.012; 95% CI: [0.000, 0.0929]; P = 0.046). The gene discussed is IL2; the disease is migraine disorder.