In addition, a couple of collagen genes, such as COL11A1 and COL6A1, were expressed aberrantly in ESCC tissues and possibly affected the progression of ESCC (Fan et al., 2012; He et al., 2017; Zhang et al., 2018a). Here, COL6A1 is linked to esophageal squamous cell carcinoma.