These included some notable oncogenes known to be drivers in the found cancer types, such as PIK3CA in BRCA, BRAF in SKCM, and EGFR in LGG and LUAD, and KRAS across several cancers including PAAD, LUAD and COAD (Figure 2C, Table S2C). This evidence concerns the gene KRAS and cancer.