These results confirm the potential of the Pg/All and Pg/Pre ratios as biomarkers for improved diagnostic specificity for early ESCC detection and show that the combination of these two ratios offered even better diagnostic value for screening early ESCC. Here, JUP is linked to esophageal squamous cell carcinoma.