In summary, we successfully identified dentate-gyrus-specific upregulation of FGFR1 in the postmortem brains of patients with MDD and uncovered a novel FGFR1–Notch–BDNF axis that promotes neural stem cell proliferation and antidepressant effects. Here, BDNF is linked to major depressive disorder.