In the multivariate analysis, factors such as smoking, tumor type, TNM stage, chemotherapy, surgery, albumin levels, NCR, TBIL, neutrophil and platelet counts, and the PG-SGA score were identified as independent prognostic factors for survival. This evidence concerns the gene ALB and neoplasm.