Ischemia-reperfusion injury (IRI) during kidney transplantation is linked to oxidative stress induced by excessive reactive oxygen species (ROS), which causes the injury of transplanted kidney, leading to further intensified organ shortages. Protein-based antioxidants have been developed for ROS scavenging via cascade biocatalyst. The in situ growth of metal nanozymes on proteins effectively decreases the steric hindrance between active sites, improving the efficiency of cascade biocatalysts. However, the poor stability of protein during the process of preparation and intracellular delivery leads to low therapeutic effects. In this study, three different functional polymers are conjugated to SOD for the formation of micelles. Surprisingly, it is found that the conjugated ultra-acid sensitive polymer efficiently preserves the enzymatic activity of SOD, due to great endo/lysosomal escape capacity. Subsequently, SOD micelles (SOE) are used as a template to prepare SOE-Pt (SOEP) through in situ growth of Pt with vicinal enzymatic active sites. The preparation process minimally impacts on the activity of SOD, owing to improved stability. The system exhibits effective cascade ROS scavenging, significantly reducing kidney damage and inflammation caused by IRI. The research offers a novel approach for addressing IRI challenges in organ transplantation and provides a promising strategy to mitigate organ shortages.