Our study revealed that elevated serum IL-6, TNF-α, and TGF-β and decreased IL-10 levels revealed that patients with ESCC and model mice demonstrated increased immune levels, and these inflammatory cytokines are considered important mediators associated with inflammation and cancer. Here, TGFB1 is linked to esophageal squamous cell carcinoma.