As a proof of concept, we have demonstrated that our approach predicts the efficacy of Vemurafenib in melanoma samples without knowing the mutation status of BRAF; indeed, the prediction corresponded to presence of V600E gain-of-function mutation. Here, BRAF is linked to melanoma.