Afatinib, a TKI with activity against ERBB family members is approved for EGFR mutation positive adenocarcinoma and has shown clinical activity in lung cancer patients harboring a HER2 mutation even after failure of other EGFR- or HER2-targeting therapies [78,79]. The gene discussed is ERBB2; the disease is lung cancer.