In conclusion, our data demonstrate the methylation panel of ADHFE1, EOMES, SALL1 and TFPI2 could be an effective methylation-based diagnostic assay for ESCC. This evidence concerns the gene ADHFE1 and esophageal squamous cell carcinoma.