The different association results of SNPs adiponectin with obesity and obesity-related diseases are not unexpected, according to reported ethnic and geographical differences in the adiponectin gene [7]. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.