To highlight CaDrA’s ability to recover independent genomic features that may confer hypersensitivity of cancer cells to targeted small molecule treatment, we utilized drug sensitivity profiles for MEK inhibitor AZD6244 (Yeh et al., 2007), along with matched genomic data from CCLE. The gene discussed is MAP2K7; the disease is cancer.