Benitez et al. show that mice lacking the autoimmune regulator Aire, which is important for T cell central tolerance, show an improved anti-tumor response and expansion of T cell clones with high tumor reactivity after anti-PD1 antibody treatment compared to wild-type mice. The gene discussed is AIRE; the disease is neoplasm.