Additionally, The MUC family genes (MUC12, MUC5B, MUC17) were highly mutated in ESCC, and these mutations were associated with poorer OS compared to the wild-type (Fig. 2b; Supplementary Fig. 2b). Here, MUC17 is linked to esophageal squamous cell carcinoma.