Univariate analysis revealed that sex, smoking status, tumor volume, spiculation, air bronchogram, necrosis, CEA, SCC, CYFRA21-1 and NSE were significantly associated with EGFR-activating mutations. The gene discussed is CEACAM5; the disease is neoplasm.