Univariate analysis demonstrated that the mutation incidence was high in female and non-smoking patients, and multivariate analysis also indicated that not smoking correlated with tumor-tissue EGFR mutation status (OR 2.487, 95% CI: 1.193-5.185, P = 0.015). The gene discussed is EGFR; the disease is neoplasm.