In addition, in the ESCC dataset, the expression of GLS, LIAS, MTF1, PDHB, and SLC31A1 CRGs was statistically significant (P < 0.05) between the ESCC and normal groups (Figure 1D). Here, LIAS is linked to esophageal squamous cell carcinoma.