Through protein–protein interaction (PPI) network analysis, six hub ferroptosis-related genes (Jun, Stat3, Hmox1, Atf3, Hspa5 and Ripk1) are ultimately identified in a mice model of retinal degeneration induced by light damage. Here, ATF3 is linked to retinal degeneration.