First-generation EGFR TKIs, e.g., gefitinib and erlotinib, have initially been evaluated in unselected patients with advanced NSCLC who had progressed during or after palliative chemotherapy (for review, see [17, 18]). The gene discussed is EGFR; the disease is non-small cell lung carcinoma.