Proteins involved in glycolysis, TLR4 signaling, Cori cycle, folate metabolism, GMCSF-mediated signaling, HIF-1α pathway, platelet degranulation, and interleukins signaling, were increased accordingly in ESCC groups (Fig. 6B–I). Here, HIF1A is linked to esophageal squamous cell carcinoma.