Mechanistically, experimental evidence reveals that CDC6 in tumor cells orchestrates fibroblast senescence via TGF‐β1 secretion and oxidative stress, subsequently reprogramming the tumor microenvironment and modulating ICI response. This evidence concerns the gene TGFB1 and neoplasm.