A method of screening a
small molecule compound for use in treating unipolar depression, comprising screening a test compound against a target selected from the group consisting of the
gene products encoded by ADCYAP1R1, HMGB1, MIP, NIPSNAP3A, SRC, WFS1, CLIC6, GABRR3, KDR, PKD1L1, ADARB2, MAP3K1, PPARGC1A, DRD3, PTHR1, BF,
CART, CLCN7, EDIL3, GPR73L1, PAQR8, USP2, CCL5, GABBR1, AADACL1, CDK4, DPP4 / SLC4A10, FCER2, FZD5, LOC197350, MS4A8B, NOS2A, NTSR1, PSMA4, SREBF1, TAAR2 / TAAR3, TLR10, or TPCN1, where activity against said target indicates the test compound has potential use in treating unipolar depression.