For size switchability, the reaction of MnO2 with H+ and H2O2 in the tumor microenvironment resulted in the gradual disassembly of HSA–MnO2 into albumin complexes with sub-10-nm sizes, achieving notably enhanced intratumoral penetration. Here, ALB is linked to neoplasm.