The final predictive model incorporated the following predictors: postoperative NK cell level (Post_NK), preoperative NK cell level (Pre_NK), centered peritoneal cancer index (PCI_centered, calculated as PCI - mean (PCI)), postoperative CD8+T cell count (Post_CD8), and follow-up time (Timepoint). The gene discussed is CD8A; the disease is peritoneum cancer.