An interesting analysis based on machine learning techniques predicted that UA can be considered an effective drug against AD by inhibiting Keap1 and activating Nrf2 to prevent neuronal toxicity caused by Aβ [78]. This evidence concerns the gene NFE2L2 and Alzheimer disease.