This research not only provided new insights into gene expression in BLCA but also revealed the critical roles of MIF-(CD74+CD44) and MIF-(CD74+CXCR4) signals in regulating communication-induced DEG expression through intercellular communication analysis. Here, CD44 is linked to bladder transitional cell carcinoma.