Among 20 selected hub genes, the expression of four essential hub genes, CDK1, MAD2L1, PLK1, and TOP2A, is critical for cell survival in ESCC cell lines. This evidence concerns the gene MAD2L1 and esophageal squamous cell carcinoma.