In this review, we intend to pinpoint the gaps in our knowledge of the detailed mechanism of ferroptosis initiation and propagation and discuss the potential benefits of activating Nrf2 and inhibiting the Bach1 signaling pathway for counteracting ferroptosis in neurodegenerative diseases. This evidence concerns the gene BACH1 and neurodegenerative disease.