After D2P1 and 3CBT entered the tumor cells, the peptide was cleaved by cathepsin B, which triggered the GSH-induced condensation of cysteine and 3CBT, thereby self-assembling into nanoaggregates in situ, and the fluorescence signal was enhanced. Here, CTSB is linked to neoplasm.