Tumor associated macrophages (TAMs) in HNSCC often exhibit a M2 phenotype associated with poor prognosis, while CD8 + cytotoxic T cells and NK cells generally correlate with better prognosis [31, 32]. Here, CD8A is linked to neoplasm.