Methodologically, FUSION demonstrated the highest yield, identifying 62 genes across subtypes, with 48 in Overall migraine, 14 in MA, and 18 in MO, supported by robust multi-method validation (e.g., PHACTR1, STAT6). Here, PHACTR1 is linked to migraine disorder.