Among all the tested genes, the top-performing ones were NUMA1 and JAK1 in KIRC, PDGFRB and BCL6 in lung cancer, IRS2 in endometrial cancer, and GNAS in BRCA, each with an AUC of at least 0.89. The gene discussed is GNAS; the disease is lung carcinoma.