In summary, main effect analyses including regression models and neural network based predictive power calculations indicated that rs2455107 of PRDM16 and intergenic rs11209657, rs77864828 of 1p31.1 are potential candidate polymorphisms behind migraine. This evidence concerns the gene PRDM16 and migraine disorder.