IGHM and cancer: By analyzing the immune landscape of NBL, we identified six genes - BATF, CXCR3, GIMAP5, GPR8, IGHM, and ISG20-with diagnostic and clinical significance in other cancers, but whose roles in NBL remain largely unexplored.