We identified three susceptibility loci, in CAPN2, MERTK, and SATB2, as well as one suggestive locus at CYP2C18/CYP2C19 at genome-wide level in patients with cluster headache in Taiwan. Here, CYP2C18 is linked to Cluster headache.