In comparison with the HC group, the MDD group showed higher monocyte counts and elevated levels of UHR, UAR, LHR, and MHR (p<0.05), as well as lower levels of urea, AST, TC, HDL-C, and albumin (p<0.05). This evidence concerns the gene ALB and major depressive disorder.