Univariate Cox regression analysis revealed that 605 genes were significantly correlated with lymphoma prognosis, reinforcing the potential of CHI3L1 as a prognostic biomarker.Protein-protein interaction (PPI) network analysis identified 11 genes that directly interact with CHI3L1 and 373 genes that interact indirectly. The gene discussed is CHI3L1; the disease is lymphoma.