These ATM features, and other phenotypic changes caused by obesity, diabetes, and other metabolic conditions, are likely to be manifest in their metabolic profile, as it is their cytokine output and gene expression. This evidence concerns the gene ATM and obesity due to melanocortin 4 receptor deficiency.