Next, all the 9 genes were selected as feature genes to construct multivariate logistic regression analysis (age and sex), and 4 IRGs (CD1C, SPP1, CD3D, and CAMKK2) was determined the independent candidate diagnostic biomarkers for MDD (Table 2). Here, SPP1 is linked to major depressive disorder.