Second, we provide the first genetic evidence for a causal link between the expression of five specific genes (HK2, NDUFS4, NEU1, SOD1, and UCP2) in distinct immune cell types and the risk of MDD, identifying both risk and protective profiles. The gene discussed is NDUFS4; the disease is major depressive disorder.