As shown in research, PD-L1 (45) enhanced the expression of the GSDMC following hypoxia, and caspase-8 then specifically cleaved the GSDMC, which caused the TNFα derived from macrophages to trigger breast cancer pyroptosis in vivo and inhibit antitumor immunity in addition to facilitating tumor development. Here, TNF is linked to breast cancer.