Notably, PDH activation enhances the assembly of the autophagy initiator ULK1-FIP200-Atg13 complex through the modulation of the AMPK/mTOR signaling pathway, suggesting a potential therapeutic target for Hcy-induced atherosclerosis. The gene discussed is ATG13; the disease is atherosclerosis.