The second ROC analysis with the composite endpoint diabetes and obesity showed, in addition to HgA1c, leptin, and visceral fat may have a role in the diagnosis of diabetes among obese adults. The gene discussed is LEP; the disease is obesity due to melanocortin 4 receptor deficiency.