Here, we applied scRNA-seq to determine the differences in myeloid cells between adjacent normal tissues and tumor tissues from HNSCC patients and identified SPP1 + Macs as a crucial subtype of macrophages in HNSCC. The gene discussed is SPP1; the disease is head and neck squamous cell carcinoma.