When distinguishing lung adenocarcinoma and SqCC, the combination of CEA, CYFRA 21-1, NSE, and SAA1 has the highest sensitivity of 75.76%, a specificity of 70.97%, and an AUC value of 0.7605. The gene discussed is CEACAM5; the disease is lung adenocarcinoma.