Overall, these findings suggest that the age-related increase in Numb expression in elderly patients with MDD disrupts the FGFR1–Notch–BDNF axis, hindering the reversal of depressive phenotype; however, selective inhibition of Numb can restore the axis and produce an antidepressant effect. Here, NUMB is linked to major depressive disorder.