The significant pathways associated with the common DEGs in depression and obesity are the type I interferon signaling pathway, cytokine-mediated signaling pathway, and insulin secretion involved in the cellular response to glucose stimulus. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.