Reactive oxygen species (ROS) play a major role in driving acute kidney injury (AKI) by causing oxidative stress and triggering inflammatory responses. However, treatment of AKI with traditional nanomedicines is still challenging because of low ROS scavenging efficacy and poor inflammatory chemotactic. Herein, we have constructed a novel cerium single-atom catalyst (A-CeSACs) for AKI catalytic therapy which targets inflammation and mimics several enzymatic redox activities. After injection of A-CeSACs into AKI mice via tail vein, targeting damaged kidney sites is realized by hitchhiking neutrophils that naturally target sites of inflammation via chemotaxis. After entering the AKI inflammatory environment, A-CeSACs rapidly scavenge multiple ROS via the Ce