Patients in the lowest quartile had the longest diabetes duration, the worst glycemic control and the highest prevalence of insulin treatment, obesity, atherogenic dyslipidemia, and smoking habits. The gene discussed is INS; the disease is obesity due to melanocortin 4 receptor deficiency.