Response to immune checkpoint blockade is increased in obesity-related cancers, but the mechanisms remain unclear. In a recent issue of Nature, Bader et al. report that obesity in mice induces macrophage PD-1 upregulation to promote tumor growth while potentiating immunotherapy responses.