The AUC indicators for the top four ranked immune cell types, including Resting T, Treg, CCR5+ CD4+ T, and Tfr cells, were all greater than 0.7, suggesting that these cell types have a certain diagnostic value for MDD. The gene discussed is CD4; the disease is major depressive disorder.