Conversely, it has also been shown that patients with the mutant EGFR lung cancers rarely respond to EGFR TKIs and are more likely to benefit from chemotherapy, underlining the importance of matching tumor genotype to therapy [48]. The gene discussed is EGFR; the disease is lung cancer.