Among them, COL1A1, COL10A1, COL11A1, COL4A4, COL6A5 and COL14A1 were the most distinct ones and possessed the potential in ESCC diagnosis. This evidence concerns the gene COL4A4 and esophageal squamous cell carcinoma.