According to our findings, both exosomal and serum CEA exhibited high diagnostic accuracy with an AUC of 0.960 and 0.944, suggesting the utility of CEA either in serum or exosomal form for lung cancer detection. The gene discussed is CEACAM5; the disease is lung cancer.