Multivariate analysis revealed a significant association between cancer-related postoperative mortality and mGPS (HR 1.595; 95 % CI 1.156–2.201; P = 0.004) and CEA (HR 2.044; 95 % CI 1.366–3.058; P = 0.001). This evidence concerns the gene CEACAM5 and cancer.