Specifically, patients with MDD had a higher proportion of M1 macrophages, naïve B cells, resting mast cells, and activated memory CD4 + T cells than healthy controls, while the proportion of memory B cells and eosinophils was relatively lower. The gene discussed is CD4; the disease is major depressive disorder.