EGR1 was highly expressed in patient 2, whereas S100A8 / 9 was found to be a high-risk ESCC gene in patient 4.Compared to other sub-clus-ters, cluster 1 demonstrated an apparent CNV loss in chromosome 4 and chromosome 5. The gene discussed is S100A8; the disease is esophageal squamous cell carcinoma.