In neurodegenerative diseases, H2S acts on the PI3K/Akt pathway and mitochondria, thereby attenuating apoptosis and oxidative stress, with significant therapeutic effects in AD and PD, but requires precise spatiotemporal delivery to avoid off-target neurotoxicity. The gene discussed is AKT1; the disease is Parkinson disease.