Inhibitors of sodium glucose co-transporter 2 (SGLT2) have long been used in the treatment of diabetes and cardiovascular disease, owing to their modulation of glucose levels. Katsuumi and colleagues now show that, in addition to their glycemic effects, SGLT2 inhibitors modulate senescence immune surveillance by downregulating PD-L1 expression on senescent cells.