Interestingly, seven hub genes (CDK1, ECT2, KIF20A, MAD2L1, PLK1, SFN, and TOP2A) were linked to cell cycle regulation, highlighting the significance of this process in ESCC pathogenesis. This evidence concerns the gene MAD2L1 and esophageal squamous cell carcinoma.