It is important to note that an effect of the ATXN2 repeat structure on obesity-related traits would be difficult to detect using adjacent SNPs in genome-wide association studies due to the higher mutation frequency of trinucleotide repeats in human populations. This evidence concerns the gene ATXN2 and obesity due to melanocortin 4 receptor deficiency.