Receiver operating characteristic curves manifested that the efficacy of NCAPH and IRS2 in distinguishing between disease (obesity/NAFLD) and normal samples was all excellent. The gene discussed is IRS2; the disease is obesity due to melanocortin 4 receptor deficiency.