In particular, our analysis highlights that SMS ‘deleted’ patients may show a dyslipidemic pattern, while ‘mutated’ patients carrying RAI1 variants are more likely to develop early-onset obesity along with hyperinsulinemic dysregulation. The gene discussed is RAI1; the disease is obesity due to melanocortin 4 receptor deficiency.