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. Here, E2F3 is linked to cancer.