Furthermore, the link between antioxidant defense and cancer pathology [32] invites future investigation into whether circ_0001741 influences ESCC progression by modulating oxidative stress pathways-a plausible direction given E2F3’s known roles in metabolism and stress responses. This evidence concerns the gene E2F3 and esophageal squamous cell carcinoma.