Although this mechanism has not been directly validated in colorectal cancer (CRC), our findings suggest that HDAC3 may similarly regulate NRF2 expression at the epigenetic level in CRC cells, thereby modulating downstream targets such as GPX4 and contributing to ferroptosis resistance. The gene discussed is GPX4; the disease is colorectal cancer.