The initial models included age, chronic kidney disease, hypertension, obesity, dependence in basic activities of daily living (BADL), fever at presentation, desaturation, as well as SFC and IL-6 levels. The gene discussed is IL6; the disease is obesity due to melanocortin 4 receptor deficiency.