Univariable analysis suggested that NPS, gender, smoking, drinking, COPD, BMI, TNM stage, histology, surgery, CEA, NSE, albumin, total cholesterol, NLR, LMR, PNI, CONUT and SIS were significant prognostic factors for OS. This evidence concerns the gene CEACAM5 and chronic obstructive pulmonary disease.