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. The gene discussed is FGFR1; the disease is major depressive disorder.