a Timeline for the treatment of subcutaneous PANC02 tumor model. Tumor growth profiles (b) and survival curves (c) of the mice bearing large PANC02 tumor model (250–300 mm3) treated with various formulations (n = 7 mice per group). Quantification of CD45+CD11b+Gr−1+ MDSCs (d), CD11b+F4/80+CD206+ TAMs (e) and CD11b+F4/80+CD80+ TAMs (f) inside PANC02 tumors at 72 h post-treatment with various formulations (n = 5 mice per group). g Ratio of CD11b+F4/80+CD80+ TAMs to CD11b+F4/80+CD206+ TAMs inside large PANC02 tumors at 72 h post-treatment with various formulations (n = 5 mice per group). h Quantification of matured dendritic cells (CD11c+CD80+CD86+ DCs) inside tumor-draining lymph nodes at 72 h post-treatment with various formulations (n = 5 mice per group). Quantification of tumor-infiltrating CD45+CD3+CD8+ CTLs (i) and CD45+CD3-CD335+ NK cells (j) in PANC02 tumors at 72 h post-treatment with various formulations (n = 5 mice per group). k Schematic illustration of ECM remodeling to facilitate aPD-L1 infiltration for inducing durable immune response via TRPV1 blockade-synergized thermotherapy. Upon TRPV1 blockade, nuclear translocation of HSF1 is effectively blocked which subsequently suppresses TGFβ1 upregulation and secretion, thus leading to inhibition of CAFs proliferation and activation-mediated ECM proteins deposition, ultimately promoting the infiltration of aPD-L1 and immune cells (e.g. NK cells and T lymphocytes) for durable immune response. Dash lines indicate the failure of downstream signals transduction upon blockade of hyperthermia-activated TRPV1 channel. The mice in b–j were treated with PBS (G1), aPD-L1 (G2), Abraxane/GEM (G3), I-Micelles under light irradiation (+) (G4), I-Micelles/aPD-L1 under light irradiation (+) (G5), IS-Micelles (G6), IS-Micelles/aPD-L1 (G7), IS-Micelles under light irradiation (+) (G8), and IS-Micelles/aPD-L1 under light irradiation (+) (G9), respectively. Data are presented as mean ± SD (b, d–j). For b and d–j, statistical significance was determined by one-way ANOVA with Tukey’s post hoc test. For c, statistical significance was calculated by log-rank test. Source data are provided as a Source Data file.