HAO1 and neoplasm: Inspired by the naturally enzymatic reaction of glucose oxidase (GOx) with glucose, here a novel “two birds with one stone” technique for amplifying enzyme‐mediated tumor apoptosis and enzyme‐promoted metabolic clearance is proposed and achieved using GOx‐functionalized rhenium nanoclusters‐doped polypyrrole (Re@ReP‐G).