To resolve the expression profiles of the four core genes (COL1A1, EMP1, MYH11, SASH1) at single-cell resolution, public HNSCC single-cell transcriptomic data were analyzed. The gene discussed is COL1A1; the disease is head and neck squamous cell carcinoma.