The tumor type with consistently highest AUROCs was UCEC, in which AUROCs of 0.764 (0.694–0.8, p < 0.001), 0.773 (0.73–0.799, p < 0.001), 0.626 (0.527–0.75, p = 0.017) and 0.653 (0.595–0.721, p < 0.001) were reached for TP53, PTEN, SETD2 and KRAS, respectively. This evidence concerns the gene KRAS and neoplasm.