In a study using the LOOK AHEAD cohort, different predictors like age, sex, race, duration of diabetes, A1C, hypertension, and ace inhibitors administration were used in a multivariate logistic regression model to examine the risk of albuminuria and obesity.26 The gene discussed is ACE; the disease is obesity due to melanocortin 4 receptor deficiency.