For example, we found clusters 2, 5, 8, and 10 had the highest gene expression of HNSCC stromal cell gene markers (ALDH1A1, BCL11B, BMI1, CD44)48 (Supplementary Fig. 5c). The gene discussed is BMI1; the disease is head and neck squamous cell carcinoma.