We observed a significant negative correlation between CD11c+ LAMP3+ IRF8+ DCs and TLS density (Figure 4n), reinforcing the notion that LAMP3+ DCs contribute to TLS suppression and exert immunosuppressive effects within the tumor microenvironment, with IRF8 playing a key regulatory role in this process. Here, ITGAX is linked to neoplasm.