In conclusion, we demonstrate that hippocampal GPAT4 might participate in HFD induced depression by activating AMPK, CREB and BDNF pathways, which provides insights into a clinical target for obesity-associated depression intervention (Figure 8). This evidence concerns the gene BDNF and obesity due to melanocortin 4 receptor deficiency.