ApoC1 can suppress the production of ROS and further inhibit ferroptosis to promote tumorigenesis in GBM through KEAP1/NRF2/HO-1 and NQO1 signaling pathway and CBS/GSH/GPX4 axis (Zheng et al., 2022). This evidence concerns the gene CBS and glioblastoma.