Meanwhile, a robust and reliable ferroptosis-related signature comprising AQP8, NOX4, NR5A2, SCD, and TIMP1 was established by analyzing the sequencing data of ferroptosis-related differentially expressed genes in CRC. Here, NOX4 is linked to colorectal carcinoma.