ADGRF5 (a protein) was significantly associated with the risk of migraine (OR = 0.964, 95% CI: 0.946–0.982, p = 8.74 × 10−5) and suggestively associated with MWA. This evidence concerns the gene ADGRF5 and migraine disorder.