While therapeutic responses to targeted inhibitors administered against the same mutation can have variable effects due to intrinsic gene expression context (for example, BRAF inhibition in melanoma and colorectal cancer39), the mutations we outlined (such as RB1 and NFE2L2 mutations) exhibit stable profiles and represent important targets for future development of broadly applicable therapeutics. Here, BRAF is linked to melanoma.