Besides, many genes among DEGs such as MMP1 [11], MAGEA6 [12] and MAL [13] were closely associated with the progress of ESCC, which also implied the reliability of RRA. This evidence concerns the gene MAGEA6 and esophageal squamous cell carcinoma.