Interestingly, the proportion of macrophages in ESCC was significantly increased compared with that in paracancerous tissues (Fig. 1A and S1A), while at the same time, SENP3 was significantly accumulated in macrophages in ESCC tissues (Fig. 1B and C). This evidence concerns the gene SENP3 and esophageal squamous cell carcinoma.