We measured the importance of different features for the risk factors of CAD together with the expression levels of ANRIL and its transcript variants by the mean decrease impurity (Gini importance) of all decision trees in a tuned RF model. This evidence concerns the gene CDKN2B-AS1 and coronary artery disorder.