A porphyrin-containing covalent organic framework (COF) was synthesized as a substrate for decorating selenium nanoparticles (Se NPs) via in situ reduction. Se NP-mediated therapy (SeT) was carried out in conjunction with photodynamic therapy (PDT) to provide an increased anticancer effect and remedy the constrained efficacy of PDT.