GPR18 and major depressive disorder: 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).