The minimum set of markers yielding highly accurate discrimination between benign and malignant tumors was an increased expression level of the HMGA2 gene and of miRNA-375, -221, and -146b (only the markers with the largest AUCs).The decision tree for tumor typing was as follows:. The gene discussed is HMGA2; the disease is cancer.