LEP and hereditary disease: We observed similar correlations between BMI and BMI metabolomic score within the different genetic disorders studied (Supplementary Methods (21)); there was no consistent change in the metabolomic BMI score after leptin treatment (P = 0.69; paired Wilcoxon signed rank).