Mechanistic insights reveal that metformin regulates mitochondrial autophagy in PCOS liver tissue via the activation of the Ethe1/Keap1/Nrf2/PINK1/Parkin pathway, thereby improving liver recovery in PCOS mice. The gene discussed is ETHE1; the disease is polycystic ovary syndrome.