Liwen Ren et al. established that APOC1 is an immunological biomarker that controls macrophage polarization and encourages tumor dissemination through extensive pan-cancer studies, which revealed that APOC1 is intimately connected to the infiltration of different immune cells in a range of malignancies [13]. Here, APOC1 is linked to cancer.