Four of the six genes (BRAF, NRAS, PTEN, MAP2K1) are well-known cutaneous melanoma drivers18 and were also revealed by frequency-based methods when applied to the same WXS data (dNdScv5 and MutSigCV;4 Supplementary Data 2, 3). This evidence concerns the gene NRAS and cutaneous melanoma.