Tumor-resident CCR7 + dendritic cells (DCs) are key determinants of antitumor T cell responses. Here, we examined the localization of CCR7 + DCs within tumors and the impact of this positioning on antitumor immunity. Spatial, single-cell, and intravital analyses of human cancers and mouse models reveal that CCR7 + DCs form perivascular clusters. Fibroblasts surrounding venous blood vessels produced CCL19, guiding CCR7 + DCs into perivascular niches. Regulatory T (Treg) cells frequently contact perivascular CCR7 + DCs, suppressing CD40 expression and CD4 + and CD8 + T cell activation. Treg cell depletion restored CD40 expression by CCR7 + DCs, enhanced immunostimulatory programs, and improved T cell-dependent tumor control. Anti-PD-1 not only increased perivascular CCR7 + DC clustering and IL-12 production but also strengthened Treg-DC interactions through a CCL22-dependent mechanism, limiting therapeutic efficacy. CCR7 + DCs expressed both co-stimulatory and co-inhibitory molecules, which may underlie their capacity for antitumor activation and concurrent vulnerability to suppression. Modulating the mechanisms that form and restrain CCR7 + DC perivascular immune hubs may improve cancer immunotherapy.
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