Our findings not only uncover a critical mechanism driving the upregulation of PD‐L1 glycosylation expression by CAFs via glycosyltransferase EDEM3 and enhance M2‐like macrophage infiltration and confer resistance to ICBs in CRC cells, but also inspire potential solutions. The gene discussed is CD274; the disease is colorectal carcinoma.