Given the complexity of tumor tissue composition, which includes tumor epithelial cells, fibroblasts, endothelial cells, and various immune cells, we analyzed cell type-specific DUSP9 expression using HNSCC scRNA-seq data from GSE103322 21 and GSE234933 22. The gene discussed is DUSP9; the disease is head and neck squamous cell carcinoma.