Our study focused on a WHR-associated locus harboring two candidate genes, GRB14 and COBLL1, in the context of effects on obesity, fat distribution, and metabolic parameters. This evidence concerns the gene COBLL1 and obesity due to melanocortin 4 receptor deficiency.