In our study, we identified the genes TSPO, COX4I1, DSTN, EIF5, GPX4, RPL9, ZFAS1, and RPL14 as potentially critical players in the progression of esophageal squamous cell carcinoma. This evidence concerns the gene COX4I1 and esophageal squamous cell carcinoma.