To more accurately predict and assess the progression of depression, we constructed a nomogram model for depression diagnosis based on the core genes (GRB10, TDRD9, BCL7A, GPR18, KLRG1, and THEM4) using the rms package (Figure 7A). This evidence concerns the gene THEM4 and major depressive disorder.