In this Review, we explore how these context-dependent PTMs dynamically shape NF-κB’s role in cancer immunity: promoting macrophage polarization, controlling antigen presentation by dendritic cells, regulating T cell exhaustion, and sustaining immunosuppressive networks within the tumor microenvironment. The gene discussed is NFKB1; the disease is cancer.