Herein, we construct the quercetin-based alginate nanogels (quercetin nanogels) loaded with BDNF (BDNF-quercetin nanogels) composed of thermosensitive gel for the combination therapy of depression by intranasal delivery (Fig. 1). Here, BDNF is linked to major depressive disorder.