In this study, we screened genes with prognostic significance to construct a prognostic model consisting of 5 genes (ERCC5, POLK, PPP2R2A, TNP1 and ZNF350) in the GSE53625 cohort and validated it in independent TCGA-ESCC cohorts. This evidence concerns the gene ERCC5 and esophageal squamous cell carcinoma.