As expected, known cancer proteins BRAF, PIK3CA, KRas, Akt1, IDH1, and NRas showed the highest hotspot mutation scores in the TCGA dataset (Fig. 2 and Additional file 1). This evidence concerns the gene KRAS and cancer.