These results suggest that DEC1 overexpression in precursor lesions of ESCC is a protective mechanism by inducing cellular senescence in ESCC initiation, and DEC1 may be a potential prognostic marker of ESCC. This evidence concerns the gene BHLHE40 and esophageal squamous cell carcinoma.