Single-cell RNA sequencing results also showed that TKT was highly expressed in epithelial tumor tissues of ESCC (Figs. 4E and S3A, B), whereas G6PD, a rate-limiting enzyme in the oxidative PPP, was only weakly expressed in esophageal tumor tissues (Fig. S3C). Here, G6PD is linked to esophageal squamous cell carcinoma.