Among the three groups, gender, smoking status, ECOG PS, histology, and serum level of Hb, LDH, CEA, SCC, NSE, and pleural effusion level of ADA, and TP showed no significant difference. The gene discussed is CEACAM5; the disease is Pleural effusion.