GSEA analysis indicated that PANoptosis-related genes affect BLCA progression, stem cell preservation, invasion, and therapeutic resistance via modulating pathways including Wnt/β-catenin, TNF-α/NF-κB, KRAS and so on. Here, NFKB1 is linked to bladder transitional cell carcinoma.