Genetic factors play a significant role, with mutations in genes like CACNA1A, ATP1A2, and SCN1A implicated in familial hemiplegic migraine, a rare subtype, and potentially contributing to broader aura susceptibility through ion channel dysfunction [13,75]. Here, SCN1A is linked to familial hemiplegic migraine.