Avicularin, a flavonoid component of Z. bungeanum peel, can inhibit ferroptosis and improve cognitive impairment in Alzheimer’s disease by regulating the NOX4/Nrf2 axis (Li et al., 2024). The gene discussed is NOX4; the disease is Cognitive impairment.