Tumor-derived exosomes carrying PD-L1 and IDO suppress TCR signaling and deplete nutrients, while the cGAS-STING pathway bridges local and systemic immunity through type I interferon responses and chronic MDSC recruitment. Here, CGAS is linked to neoplasm.