Among the hub genes, CXCL1, IGFBP3, MMP3, MMP11, SERPINE1, SPP1 and VCAN exhibited upregulated expression in ESCC, while CDA exhibited downregulated expression. This evidence concerns the gene MMP11 and esophageal squamous cell carcinoma.