In this study, RBM10 was found as a candidate gene to distinguish BD from SC and LYPD1, HMBS, HEBP2, SETD3, and ECM2 as five candidate genes to distinguish BD from MDD. The gene discussed is HMBS; the disease is major depressive disorder.