​In conclusion, we delineate a coherent oncogenic framework in which SE-driven TRIB2 expression is activated by TCF3, leading to NRF2 stabilization that suppresses ferroptosis and promotes tumor proliferation in HB. Here, TCF3 is linked to neoplasm.