The upstream region of the HABP2 gene is associated with migraines without aura, and the intergenic region between the PLEKHS1 and MIR4483 genes is associated with obesity − related traits. This evidence concerns the gene HABP2 and obesity due to melanocortin 4 receptor deficiency.