Although the differentiated and metabolic subtypes of ESCC have higher CD138 expression than immunogenic and stemness subtypes, the CD138 to MS4A1 ratio of stemness was comparable with differentiated and metabolic subtypes (Figure 7B). This evidence concerns the gene MS4A1 and esophageal squamous cell carcinoma.