Maierhaba Aili, Rong Ma, Yaqi Cui, Meihaguli Abulaizi, Nuernisha Alifu, Cailing Ma, Biao Dong
strategies such as designing upconversion nanoparticles (UC NPs), (2) reversal of constraints through localized oxygen generation or Type I photoreactions, and (3) exploitation of limitations by inducing immunogenic cell death (ICD) to activate antitumor immunity. Recent advancements have introduced innovative approaches, including the development of novel Type I PSs, construction of smart nanosystems with molecular logic gates, and implementation of advanced techniques such as proteolysis-targeting chimera (PROTAC) delivery and pyroptosis induction. These strategies enable tumor microenvironment modulation, redefining nanoscale PDT as an immune priming engine capable of triggering systemic antitumor immune responses. When integrated with immunotherapy, enhanced abscopal effects are observed, leading to regression of untreated distal tumors. This review concludes by addressing clinical translation challenges and proposing future directions, including the development of closed-loop theranostic systems and personalized medicine frameworks.