GPR18 and depressive symptom measurement: This study conducted a comprehensive bioinformatics analysis, identifying six core genes (BCL7A, GPR18, GRB10, KLRG1, TDRD9, and THEM4) associated with depression and validating their diagnostic value in the context of the disorder.