In conclusion, hypothalamic BDNF gene transfer with an autoregulatory AAV vector prevents aging‐related weight gain, reduces adiposity, increases energy expenditure, improves glycemic control, alleviates liver steatosis, suppresses inflammatory genes in the hypothalamus and adipose tissues, and decreases anxiety‐ and depression‐like behaviors. Here, BDNF is linked to major depressive disorder.