Thus, the MR analysis was harnessed to scrutinize the causal interplay between depression and testosterone, BMI, triglycerides, HDL, ALP, GGT, TB, albumin, BUN, WBC count, MCV, and RDW. This evidence concerns the gene ALB and depressive disorder.