High expression of both AGPG and PFKFB3 is correlated with an even poorer prognosis, suggesting that the combination of AGPG and PFKFB3 is a potential prognostic marker for ESCC diagnosis. Here, PFKFB3 is linked to esophageal squamous cell carcinoma.