ADGRF5 was significantly associated with the risk of any migraine (OR = 0.964, 95% CI = 0.946–0.982, p = 8.74 × 10−5) and suggestively associated with migraine with aura. The gene discussed is ADGRF5; the disease is migraine disorder.