Following tumor-specific Cat-B cleavage, NanoTAC induces potent pyroptosis through PDT integrated with HK2 proteolysis, leading to complete regression of refractory TNBC and suppression of recurrence and metastasis. This evidence concerns the gene HK2 and neoplasm.