In a multivariate analysis involving tumor histology, smoking status, sex, and tumor stage, EGFR mutation was an independent factor for tumor response (OR 0.18, 95% CI 0.09 to 0.38, P < 0.001) (Table1). The gene discussed is EGFR; the disease is neoplasm.