To address the therapeutic challenges posed by tumor heterogeneity and microenvironment complexity, we explore synergistic approaches combining CP-mediated PDT with other treatment modalities such as photothermal therapy, immunotherapy, and chemotherapy. The gene discussed is CP; the disease is neoplasm.