We investigated the association between NUPR1 and 24 kinds of immune cells and revealed that macrophages, Th1 cells, neutrophils, and NK CD56 bright cells were the most related immune cells associated with the expression of NUPR1 in BLCA. Here, NCAM1 is linked to bladder transitional cell carcinoma.