Among them, COL1A1, COL10A1, COL11A1, COL4A4, COL6A5 and COL14A1 were the most distinct ones and possessed the potential in ESCC diagnosis. The gene discussed is COL10A1; the disease is esophageal squamous cell carcinoma.