Mizuguchi et al. demonstrated that elevated preoperative CYFRA 21-1 and CEA were both unfavorable prognostic factors by univariate analysis, however, while CYFRA 21-1 was an independent prognostic factor in patients with stage I NSCLC, CEA was not [21]. This evidence concerns the gene CEACAM5 and non-small cell lung carcinoma.