Specifically, genes that are involved in immune and inflammatory responses and their sequelae, including BTNL8, CXCL8, and FCRL6, are candidates for prediction of antidepressant treatment response as well as for diagnosis of MDD. The gene discussed is FCRL6; the disease is major depressive disorder.