The ability to accurately capture a large number of known clinically relevant drug response biomarkers as well as preferential cancer type sensitivities known to occur in the clinic, such as decreased sensitivity to BRAF inhibitors in BRAF mutant colorectal cancers relative to melanomas, demonstrated the effectiveness of this large-scale pharmacogenomic approach. This evidence concerns the gene BRAF and colorectal cancer.