Moreover, PD-L1+ cancer cells were directly proportional to PD-L1+ macrophages in HPV-positive and HPV-negative metastatic lesions, and also to CD8 + CD103+ TRM cells in HPV-positive primary tumors (Supplementary Table S4). Here, ITGAE is linked to cancer.