Among the seven TWS genes, upregulation of XPNPEP3 may be associated with depression risk as it has a positive Z-score (Z > 0 suggests that the gene is predicted to be upregulated in cases compared with controls). The gene discussed is XPNPEP3; the disease is major depressive disorder.