Integrated analysis of public literatures and multiples high-throughput DNA methylation microarray datasets were conducted and discovered four tumor suppressor genes (ADHFE1, EOMES, SALL1, TFPI2) as the candidate biomarkers for ESCC diagnosis. Here, TFPI2 is linked to esophageal squamous cell carcinoma.