The TME of HPV-positive tumors exhibited a greater abundance of activated lymphocytes, B- and T-cell-enriched spatial neighborhoods, and PD-1–PD-L1 interactions within the tumor area, whereas HPV-negative tumors were dominated by fibroblast- and macrophage-rich niches. This evidence concerns the gene PDCD1 and neoplasm.