This study showed that migraine patients with SNP variants in the intron region of CDH4: rs78063755, downstream region of NTRK3-AS1: rs57729223, and the intergenic region between LINC01918 and GPR45: rs2679891 are suggestively associated with depression in the Han Chinese population in Taiwan. This evidence concerns the gene GPR45 and depressive disorder.