Given the complexity of the interactions between PPARγ, SIRT1, and AMPK, further investigations are necessary to elucidate the precise pathways through which QUR activates PPARγ and to determine its potential therapeutic applications in neurodegenerative diseases. The gene discussed is SIRT1; the disease is neurodegenerative disease.