Among them, the expression of COL1A1, COL10A1 and COL11A1 was particularly higher, and that of COL4A4, COL6A5 and COL14A1 was especially lower in tumor tissues, indicating their possible roles as diagnostic markers for ESCC. Here, COL1A1 is linked to esophageal squamous cell carcinoma.